key: cord-0708156-7g4b7w6y
authors: Link, Barbara; Torres Crigna, Adriana; Hölzel, Michael; Giordano, Frank A.; Golubnitschaja, Olga
title: Abscopal Effects in Metastatic Cancer: Is a Predictive Approach Possible to Improve Individual Outcomes?
date: 2021-10-31
journal: J Clin Med
DOI: 10.3390/jcm10215124
sha: 086e477c1c19985e9d74644948ad40d9f76cbe27
doc_id: 708156
cord_uid: 7g4b7w6y

Patients with metastatic cancers often require radiotherapy (RT) as a palliative therapy for cancer pain. RT can, however, also induce systemic antitumor effects outside of the irradiated field (abscopal effects) in various cancer entities. The occurrence of the abscopal effect is associated with a specific immunological activation in response to RT-induced cell death, which is mainly seen under concomitant immune checkpoint blockade. Even if the number of reported apscopal effects has increased since the introduction of immune checkpoint inhibition, its occurrence is still considered rare and unpredictable. The cases reported so far may nevertheless allow for identifying first biomarkers and clinical patterns. We here review biomarkers that may be helpful to predict the occurrence of abscopal effects and hence to optimize therapy for patients with metastatic cancers.

Radiotherapy (RT) has been widely used as an extremely effective anticancer treatment resulting in local tumor management. The targeted ionizing irradiation therapeutic effect is principally described to exert direct localized cell death through deoxyribonucleic acid (DNA) damage to promptly proliferating cells. However, preclinical studies have recognized irradiation to induce tumor recession at non-irradiated distant tumor milieus by means of tumor-specific immunity induction or immunogenic cell death (ICD) [1] . This systemic response is called the "abscopal effect" (AbE), derived from the Latin words ab (position away from) and scopus (mark or target), first introduced by Mole in 1953 and later enhanced by Andrews describing of distant normal tissue effects [2, 3] . In modern oncology, AbE is becoming increasingly important as the association between and understanding of localized irradiation and immune-mediated systemic antitumor effects are enhanced. Nevertheless, the occurrence of AbE is mainly described in isolated case reports.

Here, we overview the present state of clinical data concerning AbE. The aim of this review is to provide an overview of the AbE in different cancer entities, along with its employment in combination with chemo-and immunotherapy and identify potential predictors/biomarkers associated with RT immunogenic features for patient stratification and treatment optimization.

The abscopal effect was first described and named by Mole in 1953 in a preclinical model of metastatic cancer [3] . Later his definition was broadened by Andrews to include radiation-related effects of both distant tumor and normal tissue [2, 3] . Furthermore, Formenti et al. determined the abscopal response as a size shrinkage of 30% of a non-irradiated metastasis irrespective of other lesions [1] . AbE must be distinguished from bystander effects, the former being an effect that occurs at distance from the original radiation field, whereas the latter occurs as a local reaction due to radiation-induced signals from nearby irradiated cells [4] .

Since its first description, AbE has been rarely observed in the clinical setting despite the millions of patients treated worldwide with local irradiation of tumor tissue in the absence of any systemic therapy. From 1969 to 2018, only 47 cases for multiple metastatic cancers including melanoma, renal cell carcinoma, lymphoma, breast cancer, and hepatocellular carcinoma following RT have been reported [5, 6] . In Table 1 , we provide case reports of AbE after RT in which no immunotherapy was utilized. We performed a literature search in PubMed up to March 2021, using as search criteria "abscopal effect" in the title and/or abstract and filtering for case reports. Results revealed nine additional AbE reports correlated with RT only. [11] n/a n/a Mixed-cellularity Hodgkin lymphoma n/a n/a n/a n/a 35 Gy, 28 days Mantle field Pelvis n/a n/a n/a Pre-dominant Hodgkin n/a n/a n/a n/a 36 Gy, 24 days Mantle field Pelvis, para-sortic nodes n/a n/a n/a Recurrenced Hodgkin unspecific n/a n/a n/a n/a 38 Gy, 39 days

Left axilla LN n/a n/a n/a Mixed-cellularity Hodgkin lymphoma n/a n/a n/a n/a 40 Gy, 29 days Mantle field Para-aortic region n/a n/a n/a Brill Symmers disease n/a n/a n/a n/a 21 Gy, 15 days

Chest wall, right axillary Left axilla, spleen n/a n/a n/a Lympho-sacroma n/a n/a n/a n/a 18 Gy, 13 days Right groin Right neck LN 2 month n/a n/a Lymphoma n/a n/a n/a n/a 35/20 Gy, 34 days

Mediastinal mass n/a n/a n/a Reticulum cell sarcoma n/a n/a n/a n/a 39 Gy, 43 days Para-aortic and pelvic nodes Right axilla n/a n/a n/a Follicular lymphoma n/a n/a n/a n/a 30 Axilla + suprascapular region n/a n/a S100, CD8, CD68, CD3, IL-4, IL-10, Il-17, TNF-α, IFN-γ, 20 Gy, 4 fr Whole brain Lung, mediastinum 2 weeks The reported AbEs occurred independently from the patient age, treatment dose, fractionation, modality and characteristic of the target lesion. The cases varied widely in ethnicity and age (19-89 years) , as well as in the applied radiation total doses (0.45-70 Gy) and doses per fraction (fr) (0. [15] [16] [17] [18] [19] [20] [21] [22] [23] [24] [25] [26] . Most patients were treated with RT delivered in conventional fractionation (≤3 Gy), whilst only 14 cases received higher fraction doses. Approximately half of the reported cases were treated with RT for their primary site. AbE was observed ranging from two weeks up to several months (1-24 months) after receiving RT [5] .

Postow et al. reported for the first time a case of AbE in a female patient that received systemic immunotherapy five years post primary tumor and lung metastasis treatment. Ipilimumab as immunotherapy against cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) was administered to treat metastatic thoracic lesions, along with additional palliative RT. Thereby, five months following irradiation, non-targeted hilar and splenic metastatic lesions had regressed leading to minimal stable disease, and suggesting a correlation between AbE and the immune checkpoint blockade (ICB) [49] . With the introduction of the immune checkpoint inhibitor ipilimumab in clinical practice, the number of AbE related publications considerably increased. Adjepong et al. along with Dagoglu et al. thoroughly reviewed a total of 47 cases of AbE in patients with melanoma, lymphoma, renal cell carcinoma, pancreatic cancer, breast cancer, and prostate cancer, among others, treated with radiation in addition to immunotherapy in just six years between 2012 and 2018 [6, 50] .

In Table 2 we provide case reports of AbE after RT in which immunotherapy was utilized. Our PubMed search identified 60 additional cases of AbE since 2018. Most of these cases (14 cases) were observed in renal cell carcinoma (RCC). Ten cases occur in lung cancer, eight of them in non-small cell lung cancer (NSCLC). [54] n/a n/a Melanoma n/a n/a n/a Immunotherapy 30 Gy, 10 fr Brain Liver n/a Ipilimumab (CTLA-4) n/a n/a Melanoma n/a n/a n/a 30 Gy, 10 fr Brain Pelvic relapse n/a n/a n/a Melanoma n/a n/a n/a 50 Gy, 25 fr

Chest wall, right axilla Liver, cutaneous metastases n/a n/a n/a Melanoma n/a n/a n/a 20 Gy, 5 fr Right inguinal lymph node Gastric, cutaneous, lung, lymph nodal + retroperitoneal abdominal metastases n/a n/a n/a Melanoma n/a n/a n/a 30 Gy, 10 fr Brain (WBRT) Liver, bilateral axillary + right ovaric metastases n/a n/a n/a Melanoma n/a n/a n/a 30 Gy, 10 fr

Lung, cutaneous, lymph nodal + abdominal metastases n/a n/a n/a Melanoma n/a n/a n/a 30 Gy, 10 fr

Lymph nodal, cutaneous + chest wall metastases n/a n/a n/a Melanoma n/a n/a n/a 30 Gy, 10 fr

Vertebral metastasis Lung metastases n/a n/a n/a Melanoma n/a n/a n/a 24 Gy, 1 fr Brain (SRT) Cutaneous metastases n/a n/a n/a Melanoma n/a n/a n/a 20 Gy, 1 fr Brain (SRT) Liver metastases n/a n/a n/a Melanoma n/a n/a n/a All reported cases had received prior treatments such as chemotherapy or resection surgery of the primary site or metastasis. Only a few patients had received RT previously. Immunotherapy was administered simultaneously with or immediately after RT. In these cases of AbE, the patients received markedly different RT dose schemes (8-70 Gy), fractionation sessions , and dose per fraction (1.8-28 Gy) with or immediately after additional immunotherapy. The vast majority of patients was treated with moderate hypofractionated (3-6 Gy/fr) or hypofractionated doses (>7 Gy/fr) at metastasis sites.

In fact, most AbEs have been reported in melanoma patients undergoing RT treatment along with immunotherapy (27 cases). Most patients received a total dose of 30 Gy (predominantly 3 Gy/fr), however, the RT schemes differed widely in doses (13.2-66 Gy) and number of fractionation sessions . Based on the number of AbEs reported after administration of checkpoint inhibitors, the blocking of the immune checkpoints seems to support AbE events.

The precise mechanism of AbE remains unidentified, however, there are several independent and dependent mechanisms involved that are induced by certain radiation dose and fractionation schemes.

RT is a highly effective anti-cancer therapy achieved by tumor cell lethality, prompted by irradiation-induced lethal DNA double-strand breaks (DSBs). Furthermore, the generation of free radicals also plays a role, as radiolysis of water in cells leads to production of reactive oxygen species (ROS) producing cascade of DNA damage in tumor microenvironment (TME) cells [101, 102] .

Recent advances in RT techniques allow for a more accurate delivery of higher doses per fraction [103] . Localized RT presents not only immunosuppressive but also immune-stimulatory effects, inducing the release of immune-stimulating tumor antigens via ICD [104] . Thus, it modulates the TME as a result of the induction of endothelial cell death and vascular damage as well as increased T cell priming in lymphoid tissues [105] .

Demaria et al. revealed AbE to be dependent on the immune-mediated action of functional T cells. Hence, immune promotion is mainly supported by T cell priming against novel tumor-specific antigens [106] . Thereby, irradiated tumors can act as an in situ immunization, being functional T lymphocytes essential effector cells in such response [107] . Irradiation-modulated TME releases diverse cytokines and chemokines that recruit and mature antigen-presenting cells (APCs), namely dendritic cells (DCs) and macrophages to the tumor site. Decreasing tumor cells release elevated amounts of antigens, which are recognized and processed by APCs [108, 109] . Tumor-related APCs prime antigen-specific effector T cells by presenting tumor peptide antigens to naïve T cells in tumor-draining lymph nodes (LNs) [110] . In fact, cytotoxic T lymphocytes (CTLs) recognize radiationinduced antigens and activated T cells that travel through the bloodstream to combat the residual tumor cells present in the non-irradiated distant metastatic sites which seems to lead to an effective anti-tumor immune response and cancer control [111] .

Due to the stress response after the irradiation of the tumor cells, the damaged and dying cells release damage-associated molecular patterns (DAMPs) including heat shock protein 70 (Hsp70), calreticulin, adenosine-5 -triphosphate (ATP), and high mobility group protein B1 (HMGB1) [112] . Hsp70 has been seen to induce resistance against apoptosis when present inside the cells, however, extracellularly, it promotes apoptosis and contributes to an innate and adaptive immune response [113, 114] . Calreticulin acts as an 'eat me' signal for DCs when exposed to the membrane resulting in enhanced phagocytosis of the cancer cells by DCs and, thus, results in an increased release of tumor-specific antigens (TSAs) [104, 109, 115] . Moreover, ATP binds to P2X purinoreceptor 7 (P2X7R) on inflammatory cells, activating the NOD-, LRR-and pyrin domain-containing protein 3 (NLRP3) inflammasome, a multiprotein complex that produces active caspase-1 and stimulates the production of interleukin (IL) 1β and IL-18 [116, 117] . Il-1β mediates the antitumor-specific priming of the CD8+ T cells, IFN-γ production as well as the activation and maturation of DCs to APCs [118] . HMGB1 activates DCs, promoting their maturation and ATP release, leading to the enhancement of CD8+ effector T cells antigen presentation and their anti-tumor-specific activation [112, 119] .

Local RT induces the release of both pro-and antitumor cytokines due to irradiationinduced DNA damage. In the cytoplasm of irradiated cells, cyclic GMP-AMP synthase (cGAS) binds to translocated double-stranded DNA fragments (dsDNA) induced by RT and activates a signaling cascade via the second messenger 2 3 -cGAMP (cGAMP) and stimulator of interferon genes (STING) to produce type I interferons (IFNs) in the TME [120] [121] [122] [123] [124] . Radiation-induced interferons play a major role in the therapeutic effect of RT. In fact, irradiated tumor cells produce IFN-β and are, in turn, responsible for the release of IFN-γ by T cells [125, 126] . IFN-γ consecutively promote cytotoxic T cell activation along with upregulating programmed cell death protein 1 (PD-1) receptor-ligand 1 (PD-L1) [127] . Following the irradiation-induced release of IFN-γ, there is an upregulation of pro-inflammatory chemokines CXCL10 and CXCL16 which are in turn responsible for the recruitment and activation of T cells into the TME [128] [129] [130] . ROS production leads to IL-1α, IL-1β and IL-6 production as well as tumor necrosis factor alpha (TNF-α) and transforming growth factor beta (TGF-β) [131] .

Moreover, there are various mechanisms that can concomitantly suppress AbE such as those dependent on factors with immune system inhibitory effects. In particular, the environment of the irradiated volume plays an important role in this process. Thus, prevalence of immunosuppressive cytokines and cells present at the post-irradiated site could limit AbE regardless of immunotherapy treatment [132] .

The hypoxic milieu within the irradiated tumor promotes recruitment of immunosuppressive regulatory T cells (Tregs) which induce immunosuppression in the TME [133, 134] . Moreover, hypoxia impacts the antigen-presenting ability of APCs by reducing major histocompatibility complex (MHC) class I molecules. This reduction is correlated with a lower recognition of cytotoxic T cells and hence a reduced killing of tumor cells by these T cells [135] .

In fact, a study correlated the frequency of AbE with the extent of adrenergic stress in a murine model. Enhanced norepinephrine production prevented T cell activation and consequently the abscopal response [136] .

In most cases, RT alone is insufficient to overcome the established immune suppressive mechanisms of the TME. The immune effect of irradiation is affected by the applied dose, fractionation, and application volume making prediction of immunological reactions intricate [137] . RT in combination with immunotherapy may be advantageous in overcoming this immune tolerance and enhance AbE patient response. Preclinical studies have already illustrated how important the optimal RT dose, fractionation scheme, administration timing and dosing of the immunotherapeutics are to provide systemic antitumoral effects [106, [138] [139] [140] [141] [142] [143] . Identification of AbE prediction biomarkers may be crucial to develop an individualized medical approach.

Recently, in the course of the ongoing Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) pandemic, the effects of infectious diseases on the immune system have come into focus. The virus triggers inflammatory responses in the respiratory tract and induces a broad production of cytokines, which are also associated with the mechanism of AbE [123] .

Herrscher et al. reported the first case of AbE in a SARS-CoV-2 infected patient with melanoma. The 84-year-old woman was diagnosed in early 2020 with peritoneal and a nodal recurrence of melanoma which was handled with palliative care. In late 2020, palliative RT was performed for a metastatic cervical node (20 Gy, 5 fractions). The patient was diagnosed with coronavirus disease 2019 (COVID-19) in early 2021. At this time point, metastases presented a shrinkage of 20-25% which may suggest an abscopal response linked to the activation of the innate immune system due to the SARS-CoV-2 infection and their influence on the production of pro-inflammatory cytokines [144] .

Spontaneous tumor regression has been described over the last centuries being often correlated with acute bacterial, fungal, viral, or protozoal infections as well as vaccine therapy. In 25-80% of documented cases of spontaneous regression of cancer, the acute infections cause a strong immunological reaction presenting with fever, which in turn supports the regression of the tumor [145, 146] . Thus, the increase in the anti-tumor response may also be responsible for the noted AbE after COVID-19 infection.

AbEs have been reported in a variety of cancer types. In studies where additional immune therapy was absent, AbE occurred remarkably in cases of adenocarcinoma of different origins. Nevertheless, AbE were observed more frequently in melanoma patients also treated with immunotherapy. In breast and prostate cancer patients, the preclinical evidence for AbE cases is more robust compared to the frequency of reported clinical cases. Table 3 provides an overview of the frequencies of case reports of ABE in various tumor entities juxtaposed with their worldwide incidence and mortality. 

Adenocarcinomas are malignancies arising from the epithelial cells of the glandular tissue in multiple sites of the body [148] . They usually originate in organs such as the gastrointestinal tract, esophagus, lung, breast, prostate or pancreas. However, in the case of metastasis, the determination of the primary site of origin is complex. In fact, adenocarcinomas account for 70% of cancers with unknown origin [149] . Twelve cases of AbE were observed under conventional treatment of adenocarcinomas, and 13 additional cases occurred after additional immunotherapy.

Ehlers et al. reported the first clinical case of AbE in papillary adenocarcinoma of unknown origin. The 37-year-old female patient showed metastases in the bilateral neck, right axilla, and mediastinum LN. The bilateral neck and supraclavicular regions were treated with a total dose of 40 Gy in 20 fractions. After two weeks, the non-irradiated right axilla and mediastinum mass regressed, presenting the treated neck node only a partial response [8] .

Adenocarcinoma AbE case reports of a digestive origin are underrepresented (three reports in total) considering that adenocarcinoma accounts for 95% of colon and rectal cancers [150] . In fact, Chuang et al. described a case of AbE after whole-brain irradiation in a female patient with metastatic adenocarcinoma of colorectal origin. Along with multiple brain metastases, the patient presented a huge metastatic lung mass. Treatment consisted of 30 Gy in 10 fractions without any adjuvant systemic therapy. The mass in the left lung markedly regressed two months later. These results suggest that AbE inducing factors are able to trespass the blood-brain barrier (BBB) [37] . Bonilla et al. reported a case of a patient with unresectable advanced gastric adenocarcinoma with extensive retroperitoneal LN involvement. The gastric mass and margins were treated with RT (30 Gy total), observing three months later a complete response of the non-irradiated retroperitoneal paraaortic adenopathy and gastro-hepatic ligament along with the tumor markers angiotensin-converting enzyme (ACE), carbohydrate antigen 19-9 (CA19-9) and cancer antigen 125 (CA-125) [41] . Furthermore, another AbE case was described in an adenocarcinoma patient undergoing RT (48 Gy; 24 fractions) at the primary tumor site for recurrent disease, along with adoptive T-cell immunotherapy and DC therapy. Two months after RT the metastatic lesion size had decreased in addition to serum tumor marker CA19-9 [60] .

AbE have also been investigated in colon adenocarcinoma preclinical murine models. In fact, Baba et al. revealed an increased AbE in C57BL/6 mice related to the irradiated tumor volume and applied radiation dose, excluding anti-PD-1 immunotherapy [151] .

Two cases of AbE in esophageal adenocarcinoma were reported until today. Esophageal adenocarcinoma starts in the mucus glands that line the lower part of the esophagus. When it metastasizes, the tumor cells accumulate in the LNs, lungs, liver, bones, adrenal glands, or brain [152] . Rees et al. reported AbE of all lung metastasis in a patient with lower esophageal adenocarcinoma. After irradiation of the primary esophageal tumor, lung metastases regressed for 14 months before cancer further progressed [13] . More recently, a patient treated with RT and esophagectomy for the primary tumor and associated LNs, presented signs of metastases regression twelve months following treatment [34] .

Up to 85% of lung cancers are NSCLCs, with adenocarcinoma being the main subtype [153, 154] . The pulmonary cancer cells spread typically to the contralateral lung, adrenal glands, bones, brain, or liver. Even if resection is the standard of care for earlystage NSCLC, RT is utilized as a first-line treatment for elderly, comorbid patients or as a palliative treatment in later stages [155] [156] [157] . In advanced or metastatic NSCLC, the combination of immunotherapy and RT significantly improves 1-and 3-year overall survival; as well as progression-free survival, though but is also beneficial in adenocarcinomas and PD-L1-negative patients [158] .

Rees et al. reported the first AbE in a patient with metastatic lung adenocarcinoma treated with palliative radiation to the left lung and the mediastinum. After two weeks, the patient showed a regression in subcutaneous metastases in the forehead and the left shoulder [13] . Ever since there have been 17 more case reports of AbE in NSCLCs, respectively eight in lung adenocarcinoma. Five AbE cases resulted from irradiation of malignant tissue without support from any immunotherapy [24, 36, 43] , wherein two of these reported cases described AbE as a result of the irradiation of brain metastases [27, 38] .

One case of NSCLC in the right upper lung lobe and metastases in the brain, left adrenal gland, left lower lung lobe, and the liver was treated with chemotherapy and brain RT. One month after RT, the adrenal, lung and liver lesions had diminished [27] . Furthermore, another patient with brain metastasis was treated with RT (25 Gy, five fractions) resulting in the regression of the primary tumor as well as a metastatic lesion in the left mediastinum one month following treatment [38] . A more recent study described an adenocarcinoma case with an origin in the right upper lung lobe. Three months post irradiation, the patient presented regression of the primary tumor and several non-irradiated LN. Serum carcinoembryonic antigen (CEA) levels were decreased in correlation with AbE, whereas CD8+ lymphocyte counts were low at the time the AbE was documented yet increased with metastases growth [43] .

Between 2012 and 2021, twelve AbE cases were reported in pulmonary adenocarcinoma after treatment with RT and immunotherapy. Thereby, the AbE seems to occur after irradiation of the contralateral lung, the brain, liver and metastatic LNs [52, 58, 59, 64, 74, 87, 98] . In fact, four cases were described where patients received RT for their brain metastasis (from two weeks to four months after) with a resulting abscopal regression of the primary lung tumor after receiving anti-PD-L1 (atezolizumab) or anti-PD-1 (pembrolizumab) therapy [77, 81, 98] .

Renal cell carcinoma represents 3-5% of all new adult malignancies. Localized RCC is normally treated first line by resection with adjuvant immunotherapy or receptor tyrosine kinase (RTK) inhibitor therapy [159, 160] . Stereotactic ablative radiotherapy (SABR) is recommended as treatment option for medically inoperable patients, though RT plays mainly a role as a palliative therapeutic option for relieving the symptoms of metastatic lesions [159] .

The first AbE in renal cell carcinoma was reported in 1981 by Fairlamb. The 73year-old female patient was diagnosed with lung, hila, and pubic bone metastasis next to her primary left kidney tumor. After nephrectomy, she was treated with palliative radiation to the groin (40 Gy, 15 fractions) which resulted in regression of the lung lesions two months after RT and remained disease-free for 4.5 years [10] . Since then five AbEs have been observed in RCC without adjuvant immunotherapy, while 18 AbE cases have been reported with predominantly nivolumab (anti-PD-1) as immunotherapy. In 1994, MacManus et al. identified a RCC (right kidney) patient presenting lung and mediastinal metastases. The patient received palliative radiation (20 Gy, 10 fractions) for pain relief, and after six months the paratracheal lymphadenopathy was reduced and lung metastases were non-detectable, suggesting an AbE. Cytokine assays (TNF-α, TNF-β, interferon gamma (IFN-γ), IL-2 receptor, IL-6) performed on a single serum sample during the regression of the metastases did not reveal any significant differences compared to the reference values [14] .

Moreover, AbE was detected following irradiation of brain metastasis in a patient that underwent nephrectomy. Computed tomography (CT) examination leads to the identification of multiple metastases in bone, brain, lung, and mediastinum. The patient was treated with stereotactic radiosurgery to a dose of 18 Gy. Additionally, the patients vertebral bone lesion was irradiated with 40 Gy in five fractions. Treatment resulted in the regression of lung and mediastinal disease. Follow-up CT, one month after RT, revealed slight regression of the untreated multiple lung metastases and lymphadenopathy. However, three months following RT the patient developed new brain lesions, suggesting AbE to be organ-dependent and incapable of crossing the BBB [22] . Another report described the case of an RCC patient with multiple mediastinal, retroperitoneal, and cervical LN metastasis. The subject was treated after nephrectomy with the tyrosine kinase inhibitors (sunitinib) followed by a combination of anti-PD-1 antibody (AB) pembrolizumab and stereotactic body radiation therapy (SBRT) (32 Gy, four fractions). The patient achieved a systemic complete response within two months [63] .

Most recently, Wong et al. identified nine cases of AbEs in the patient cohort of a descriptive and retrospective study of RCC. Approximately 20% of all observed patients revealed a regression in a non-irradiated tumor. The patients received besides RT either a single-agent anti-PD-1 AB (nivolumab, pembrolizumab) or a combination of anti-CTLA-4 and anti-PD-1 treatment (ipilimumab-nivolumab). RT was delivered in different radiation schemes depending on treatment indication and the location of the irradiated volume. AbE occurred in 26.7% of patients treated with combined immunotherapy and 16.1% of patients treated with a single agent. In addition, the abscopal response patterns were very divergent between the patients. Most patients experienced isolated abscopal responses in one to two lesions, while two patients presented a more extensive response in lung and liver [100] .

The most effective treatment modality for localized melanoma is surgery, but RT plays a prominent role in the management of the disease. ICB is established as a standard of care for advanced melanoma [161] . With the employment of immunotherapy (pembrolizumab and nivolumab) for melanoma treatment in 30-40% of the patients a complete response was observed [162, 163] . Adjuvant RT following lymphadenectomy and systemic therapy prevents local and regional recurrence. Thus, RT is highly effective and widely used as a palliative treatment being mostly utilized in brain, lung, liver or bone metastases.

Preclinical studies have investigated the influence of PD-1 expression on the systemic antitumor response induced by RT. A combination of RT in addition to PD 1 blockade results in the complete regression of the irradiated primary tumor as well as a reduction in size of non-irradiated secondary tumors outside of the radiation field. The tumors present infiltration of activated, cytotoxic CD8+ T cells, even in the non-irradiated tumors [164, 165] .

Since Postow et al. first discovered a correlation between AbE and immune checkpoint inhibitors, 26 other cases of AbEs associated with immunotherapy in melanoma patients have been observed, being the cancer type with the most reported abscopal immune responses [49] .

One melanoma patient with melanoma of an unknown primary showed an AbE after conventional chemotherapy and palliative radiotherapy (total dose 20 Gy) for bilateral inguinal LNs. The other metastases were found to have gradually decreased in size, as seen on CT scan [35] .

Different studies aiming to determine the occurrence rate for AbE in melanoma cases handled with RT combined with ICB. In a prospective clinical trial in which the combination of RT and systemic immunotherapy (ipilimumab) for melanoma was tested, the occurrence of an AbE was detected in 3 out of 16 patients (18.75%) (NCT01449279) [166] . Similarly, in another study 20-21% of melanoma patients who received RT in addition to ipilimumab exhibited an AbE following treatment [167] . Moreover, eleven cases of AbE were detected in a retrospective analysis of 21 patients with advanced melanoma which progressed after receiving ipilimumab and were subsequently treated with local RT. The median overall survival was extended to 22.4 months as a result of the AbE [54] . Another study reported two oligometastatic melanoma patients treated with anti-PD-1 and SBRT. One patient was diagnosed with BRAF-wild-type melanoma on the upper left leg with three liver metastases, a muscle lesion and a lesion in the left groin. The treatment consisted of RT to the three liver lesions along with adjuvant ICB (nivolumab). The LN metastases presented with a strong exhaustion signature defined by the markers PD-1, PD-L1, T cell immunoglobulin and mucin-domain containing-3 (TIM-3), lymphocyte-activation gene 3 (LAG-3), and the transcription factor thymocyte selection-associated high mobility group box protein (TOX). Moreover, a high level of the T cell-attracting chemokines CXCL9, CXCL10, CCL5, and CXCL13 were discovered. The patient rapidly developed a complete tumor regression, ongoing for more than 4.5 years. The other patient, however, was described with an unfavorable pre-treatment immune signature of the tumor mass without evidence of infiltration by exhausted T cells, the targets of anti-PD-1 treatment. The patient presented a primary melanoma in the right chest region followed by a single liver metastasis which were both surgically resected. Thereafter, more recent detected liver metastases were treated with RT (45 Gy, three fractions). A second SBRT was delivered displaying a month later, a complete regression of all metastases, lasting for over 2.5 years [97] .

Breast cancer is the most commonly diagnosed cancer with an estimated 2.3 million new cases in 2020 [147] . RT is an effective tool for local tumor control, and decreases the risk of tumor cells dispersing within breast, chest area or axillary LNs. RT is also utilized as palliative treatment of symptomatic lesions in patients with metastatic breast cancer. RT is used to treat limited metastatic sites in only patients for whom surgical intervention is not an option (location of the metastases, general health state).

In fact, a study described an AbE in a patient with metastatic breast cancer, after receiving RT alone. The patient presented with a 10 cm tumor in the right breast and multiple associated metastases in lung, bones and LNs, and was treated with RT alone as a palliative treatment, due to her performance status score of 3-4 in the Eastern Cooperative Oncology Group (ECOG). The applied radiation dose was distributed into 60 Gy to the right breast, 28 Gy to the left femur and 39 Gy to the lumbar vertebrae and sacrum. Following 10 months of RT, the lesions in the lung and LNs showed a prominent regression with normalized serum levels of CEA and cancer antigen 15-3 (CA15-3) [33] . Another report described an AbE in stage IV breast carcinoma after multiple fractions of high dose radiation [39] .

The combination of RT and immunotherapy was also tested in metastatic breast cancer in clinical trials. Formenti et al. reported the results of a clinical trial investigating the different doses of a TGF-β inhibitor with RT (NCT01401062). Twenty-three patients with at least three distinct metastatic sites were randomized in two treatment arms. As a result, one patient with triple-negative breast cancer (TNBC), invasive breast cancer with limited treatment options and worse prognosis, showed a 28% reduction in the non-irradiated lesions. Unfortunately, no more details of this case were reported [168] . A separate study regarding patients with TNBC, performed post-mastectomy RT and reported a beneficial impact on 3-year breast cancer-specific survival which was dependent on the pathological stage of the patients [169] .

Furthermore, preclinical models of metastatic breast cancer revealed a significant survival advantage when RT is combined with immune checkpoint inhibitors [138, 139, 170] . In fact, a study with a metastatic breast cancer murine model (TS/A) conducted irradiation of one of the tumors with different RT regimes in combination with an anti-CTLA-4 AB. Fractionated RT in combination with the AB leads to significant regression of the secondary tumor, nonetheless, RT alone did not induce AbE in this model [139] . In another murine breast tumor model (4T1) study with bilateral tumors, the non-irradiated tumor was growth restricted by RT and combined with anti-PD-1 AB resulting in prolonged survival, in addition to a reduction in spontaneous lung metastases. These results suggest that an effective modification of the immune microenvironment of non-irradiated tumor is generated by means of combination therapy [170] .

Krombach et al. employed TNBC cells to examine the initial steps of RT-induced antitumor priming which is crucial for AbE advent, observing the strongest effects with high single doses [171] . In addition, in another murine TNBC model, RT effect was enhanced due to AbEs by immune checkpoint inhibitors and hyperthermia (HT). After implanting 4T1-Luc cells into the mammary glands of BALB/c mice, the primary tumors of the animals received RT (24 Gy, three fractions), HT, anti-PD-1 and anti-CTLA-4 immunotherapy. Results revealed a moderate reduction in both the primary tumors and the lung metastasis but improvement with respect to survival was observed [172] .

Prostate cancer is the second most frequently diagnosed cancer with 7.3% of all estimated cases in males worldwide [147, 173] . The most aggressive form of this cancer type is defined by disease progression despite androgen deprivation therapy, carrying a poor prognosis with a median survival of less than three years [174] . The so-called castrationresistant prostate cancer (CRPC) is associated with a variety of symptoms such as bone metastases, spinal cord compression and advanced pelvic disease. The bone metastases are often radiosensitive and treated with palliative RT for pain relief [175, 176] .

The therapeutic response improvement in prostate cancer of RT in combination with immunotherapy has also been tested in clinical trials. In a phase I/II study, patients with metastatic CRPC received ipilimumab (anti-CTLA-4) as a monotherapy or in combination with RT. Patients treated with 10 mg/kg ipilimumab and RT showed the strongest response, however, no AbE was observed [177] . Furthermore, similar results were observed in a multicenter phase III trial with 799 patients, where a combination of ipilimumab and RT was used to treat bone metastatic castration-resistant prostate cancer (8 Gy), unable to induce AbE [178] . In a DC vaccine clinical trial an AbE was detected in a patient with advanced CRPC. In addition to the prostate mass, the patient showed metastases in the lungs, bone marrow and mediastinal and inguinal LNs. Six months following several cycles of DC vaccine with an immunostimulant and irradiation of the prostatic tumor as well as the inguinal LNs (24 Gy, three fractions), the size of mediastinal and retroperitoneal lesions was significantly reduced. Prostate-specific antigen (PSA) serum concentration post RT was decreased whereas CD3+ and CD8+ T cells as well as IL-6 serum concentration were slightly enhanced. All other assessed parameters were within range [67] .

In prostate cancer, the incidence of an AbE is reduced by a characteristic suppression of the anti-tumor immune response as a reaction to RT. The immune response can be hindered by the recruitment of myeloid cells with immunosuppressive function to irradiated TME. A study determined that after primary tumor site irradiation, expression of macrophage colony-stimulating factor 1 (CSF1) increased significantly both in patients and preclinical prostate models. CSF1 enhanced recruitment of immunosuppressive myeloid-derived suppressor cells (MDSCs), thereby limiting the therapeutic response to RT and suppressing the immune-related mechanism of AbE [179] .

AbE prospect in prostate cancer has been demonstrated in the preclinical stage. In fact, a CRPC preclinical model observed an increased median overall survival and AbE with combination of RT and immune checkpoint inhibition. Mice's leg tumors were irradiated with 20 Gy, and additionally treated with anti-PD-1 or anti-PD-L1 ABs. Thus, RT leads to a local response in the irradiated tumor followed by a similar regression of the non-irradiated tumor graft in this model. This response was mediated by CD8+ T cells [180] .

Based on the reported cases, the profile of a patient who is most likely to develop an AbE was created as a summary of the current data situation.

The patient who is most likely to develop an AbE is a man aged between 42.4 and 72.6 years suffering from metastatic melanoma cancer. His primary tumor and also most likely this sentinel lymph nodes will be resected before the metastatic status is treated with systemic treatments (most probably ICB). Then, some of his metastases will be treated additionally with RT applied as a total dose of 30 Gy in 10 fractions. It will most likely be a brain metastasis that will be irradiated and the patient will receive at least four cycles of anti-PD-1 immunotherapy. This will most probably be 3 mg per kg body weight nivolumab every three weeks, and also the same dose of pembrolizumab. Around three months after this treatment, the irradiation of the brain metastases is most likely to result in the regression of non-irradiated lesions of the lungs followed by malignant LNs and liver lesions. However, a complete response could also be possible as a treatment result.

Previously reported cases of AbE were predominantly observed in male patients under immunotherapy whereas the numbers of case reports of female patients were nearly the same with or without ICB. The mean age mentioned in the case reports was 57.5 years with a standard deviation of 15.1 years. The number of reports indicates that the highest probability for an AbE is the strongest after combined RT and immunotherapy in melanoma (27 cases), followed by RCC (18 cases) and then adenocarcinomas of lung origin (12 cases). In the most reported AbE cases, the primary tumor was resected (31 cases), systemic chemotherapy (19 cases) is indicated as the second primary treatment followed by RT (seven cases) as the third treatment procedure. In most AbE cases, the RT is applied as palliative treatment and most patients received a total dose of 30 Gy applied in 10 fractions. In melanoma cases, more than half of the AbEs occurred after irradiation of brain metastasis. As the most commonly used ICB agent, nivolumab was applied in a total of 39 cases of AbE followed by 17 cases previously treated with pembrolizumab. With a spread of 3.1 months, an average of 3.2 months elapsed between the applied RT and the abscopal response. The combination of RT and ICB were correlated in 37 cases with the abscopal regression of lung metastases, in at least 17 cases with the regression of malignant LNs and in ten cases where the non-irradiated liver lesions responded. A total response was described in 11 patients who showed an abscopal response ( Table 2) .

With the available data, no specific size or localization of the primary tumor, metastases nor radiation field could be defined that would enable an AbE to be predicted. Most reported clinical cases do not provide detailed information regarding blood parameters or other molecular tumor markers.

Due to the relation between the appearance of an AbE and the anti-tumor immune reaction of the patient, the specific immunological pattern of patients would contribute significantly to the prediction of such a response. In particular, the change in the status of CD4+ and CD8+ T cells and the ratio of these cell groups to immunosuppressive Tregs or MDSCs during the entire treatment would be of particular interest. Unfortunately, only ten case reports in total provide details on this matter. When administering an immunotherapeutic agent, the determination of the PD-L1 status should be determined routinely. In 16 cases of AbE, this biomarker not only provided information for the benefit of an ICB but it also correlated with an abscopal response. In addition, the AbEs we have seen so far identify further markers that may potentially provide a pattern for predicting such an immunologically-driven effect.

It remains unclear whether an abscopal response can be predicted. AbEs occur unexpectedly after the irradiated tumors begin to grow following RT, as some cases may have gone clinically undetected or discovered by chance during routine examinations [50] . Therefore, predictive biomarkers would promote a better monitoring and investigation of this phenomenon.

The T cell trafficking model was discussed as a predictive tool. In fact, Poleszczuk et al. developed a mathematical model to estimate the distribution of activated T cells between metastatic lesions. Thereby, they proposed that the migration of activated T cells from the activation site (irradiation field) to a specific metastasis depended on the physiologic blood flow to the organ involved. They aimed to identify treatment targets with the highest probability for AbE occurrence. They revealed that not all metastatic sites respond to the systemic immune response in an equal manner and that the dissemination of activated T cells among multiple metastatic sites is intricate. Consequently, the abscopal responses of the virtual patients presented the same metastatic sites, being highly patient-specific and could not be predicted from the data of previous cases [181] . Nevertheless, their model has some clinical limitations such as the gradual process of T cell priming and the influence of immune enhancement or suppression [182] .

The current data situation only allows the application of a mathematical model to a small part of the mechanism behind an AbE, thus potentially misleading the clinical trial design. Therefore, timely identification of biomarkers associated with an abscopal response is necessary for predictive purposes. Even though some AbE biomarkers have already been discussed in literature no precise biomarkers have yet been validated to accurately predict AbE, especially in the context of combined treatment regimens. Thus, it is also worth considering immunotherapy predictive biomarkers for cancer immunotherapy and immune checkpoint inhibitors. Potential predictors for systemic responses to RT and immunotherapy include cytokine profiles as well as changes in AB titer and peripheral blood and/or tumor-infiltrating immune cells as listed in Table 4 . Table 4 . Potential predictive biomarkers for abscopal effects.

Tumor protein p53 Camphausen et al. [183] Requirement of intact p53 to induce AbE

Strigari et al. [184] Non-irradiated tumors with functional p53 respond systematically to irradiation

Gameiro et al. [115] Calreticulin expression as evidence for enhanced CTL lysis of non-irradiated tumor cells Hsp70

Bayer et al. [185] Plasma levels of Hsp70 associated with tumor burden, level correlates with tumor progression and radiation-induced tumor regression γ-H2AX Siva et al. [186] γ-H2AX foci in non-irradiated PBL and hair follicles indicates AbE in normal tissue

Yaguchi et al. [88] Correlation of PD-L1 expression to abscopal response Watanabe et al. [97] • NY-ESO- 1 Postow et al. [49] AB titers against NY-ESO-1 correlated positively with disease progression Absolute lymphocyte count (ALC)

Antoniades et al. [9] Correlation of irradiation-induced decrease in ALC with increase in neutrophils Desar et al. [28] Monitoring changes of lymohocytes during AbE Kuroda et al. [43] Postow et al. [49] Blattner et al. [187] Golden et al. [52] Disease progression tracked by ALCs, white blood cells (WBCs) and absolute eosinophil counts (AECs) Grimaldi et al. [54] ALC was increased before RT if AbE

Chen et al. [188] Correlation between increased ALC value after RT and AbE

Kuroda et al. [43] low CD8+ lymphocyte counts at the time of AbE

Postow et al. [49] IFNγ-producing CD8+ and CD4+ T cells decrease due to RT and increase slightly during AbE

Neutrophil-to-lymphocyte ratio Golden et al. [189] significantly lower baseline in non-responders Table 4 . Cont.

Tumor-infiltrating lymphocytes Joe et al. [31] Infiltration pattern of tumor reacting with AbE

Hori et al. [121] Infiltration of non-irradiated lesion by CD8+ T cells Teulings et al. [25] Infiltration of abscopal reacting tumors with CD8+ T cells Mampuya et al. [99] Moderate infiltration of CD3+ cells after occurrence of AbE Cytokine profiles Ohba et al. [15] Monitoring serum concentrations of various cytokines in AbE, TNF-α serum levels increased in AbE

Chen et al. [188] Circulating TEXs analysis could distinguish responders from non-responders

The tumor suppressor gene p53 regulates the expression of crucial proteins responsible for tumor cell proliferation, apoptosis, and DNA repair. The gene possesses a checkpoint function critical for preventing the replication of damaged DNA, thereby hindering thereby the growth of tumors, a function that is inhibited in mutated p53 [190] . Altered gene p53 functions are predominant driver mutations in numerous carcinomas.

Various preclinical studies have demonstrated p53 being involved in the mechanism behind AbE suggesting that p53 status could help predict the possibility of its occurrence.

Camphausen et al. examined the dependence of AbE on the function of p53 after RT. They irradiated the normal tissue of non-tumor-bearing legs of wild-type (wt) p53 mice and p53-null mice to induce abscopal response in distant lung carcinomas and fibrosarcomas. Only the tumors in mice with a non-inhibited p53 protein complex showed markedly reduced growth rate after irradiation. These results may suggest that intact p53 could be necessary to trigger the AbE tumor which is independent yet radiation-dose dependent. Its transcription function could be essential for the expression of cytokines or to affect a systemic antiangiogenic effect resulting in an abscopal signal [183] . Furthermore, another study proved that non-irradiated tumors respond systematically to irradiation only if they express functional p53. Implanted human colon cancer cells in wt-p53 and p53-null mice were irradiated (dose of 10 or 20 Gy) delivered to only one flank tumor leaving the contralateral side non-irradiated. The irradiated tumors reacted dose-dependently but presented a tumor retardation independent of p53 status. A significant growth inhibition of non-irradiated tumors was observed exclusively in wt-p53 animals, displaying a higher effect at higher doses [184] . This preclinical data may suggest that p53-dependent signals might be responsible for AbE and that the evaluation of p53-status could help predict the possibility of an AbE, even a verification in a clinical environment is still pending.

Calreticulin, as a calcium-binding endoplasmic reticulum protein, plays an essential function in antigen presentation ensuring the appropriate loading of cellular antigens [191] . Thus, calreticulin expression may also give some predictive information about a potential abscopal response to immunotherapy and radiotherapy [192] . Calreticulin is essential for the recognition of tumor cells by DCs and subsequently by T cells, in fact, depletion of calreticulin in the tumor cells reduced the T cell killing [193] . Sublethal irradiated tumor cells increase their calreticulin expression while radiation induces the translocation of calreticulin from the endoplasmic reticulum to the cell surface. The exposure on the cell surface, in turn, affects the induction of immunogenic cell death and enhances antigen processing which promotes the uptake of irradiated tumor cells by APCs [115, 194, 195] .

Gameiro et al. examined the calreticulin expression in vitro on human breast, lung and prostate carcinoma cells in comparison to untreated control cells. Cells exposed to sublethal doses increased their susceptibility to CD8+ CTL-mediated lysis. Moreover, exogenous calreticulin also increased the CTL lyses of non-irradiated tumor cells regardless of their p53 or triple-negative phenotype [115] .

The highly stress-inducible heat shock protein 70 (Hsp70) is overexpressed inside tumor cells in many different cancer types, being an indicator for enhanced cell growth, protection against lethal damage, resistance to radiation-induced cell death or shorter overall survival [196, 197] . Hsp70 is known as a useful biomarker for the prediction of hepatocellular carcinoma, prostate cancer, serum squamous cell carcinoma (SCC) of the esophagus, endometrial carcinoma or node-negative breast carcinoma [198] [199] [200] [201] . Moreover, Hsp70 is actively released by viable tumor cells within exosomes. The plasma levels of the Hsp70 have been linked to tumor burden in a mice model correlating levels with tumor progression as well as radiation-induced regression of the tumors [185] . Following RT, Hsp70 is emitted into the extracellular matrix by dying tumor cells in a smaller amounts than by viable tumor cells [202] . Herein, Hsp70 acts as a danger signal stimulating the innate and adaptive immune system [203] . Natural killer cells (NKs) are activated after binding to free Hsp70, which then migrate to Hsp70 positive tumor cells to eradicate them [204] . Furthermore, the free Hsp70 can bind tumor-derived antigenic peptides that stimulate T cells via antigen cross-presentation on MHC molecules of APCs [205] . Thus, free Hsp70 seems to be a potential biomarker for a radiation-induced anti-tumor immune response and hence, for AbE.

Phosphorylated histone H2AX (γ-H2AX) molecule amount measured after irradiation is an essential biomarker utilized to determine the DNA damage induced by radiation but may also give some information about AbE. In response to irradiation-induced DNA DSBs, cells phosphorylate thousands of H2AX molecules specifically at the damaged sites [206] . The amount of these y-H2AX foci is proportional to the radiation dose and can also be visualized in the chromatin of human peripheral blood lymphocytes (PBL) and hair follicles for use in biodosimetry [186, 206] . Siva et al. observed the γ-H2AX foci in non-irradiated PBL and hair follicles of irradiated NSCLC patients to determine the abscopal response of the irradiation in normal tissue. They also correlated this to changes in plasma levels of CCL22 and CCL3 cytokines [186] .

PD-L1 expression is the sole biomarker typically used in clinical practice for the prediction of immunotherapy responses. PD-1 is an immune checkpoint receptor expressed on activated T cells that regulate the T cell response antagonistically. The interaction of PD-1 and its ligand PD-L1, which is expressed on tumor cells and other cells in the TME affects T cell activation, resulting in an immune escape for cancer cells. The expression of PD-L1 on tumor-infiltrating lymphocytes must also be considered as a factor influencing its predictive value. Herbst et al. related the response to checkpoint inhibitors with increased levels of PD-L1 on the surface of the tumor-infiltrating lymphocytes but not on T cells [207] .

Numerous studies have shown a correlation between a high PD-L1 expression and the response to immunotherapy [208] [209] [210] [211] . PD-L1 expression alone has limitations in successfully predicting responses to immunotherapy, as it may also indicate T cell exhaustion and thus reduced systemic efficacy. Thus, it may imply either a limitation or complete absence of AbE [132, 212] .

Nevertheless, PD-L1 expression may deliver important information for an AbE event but not as a comprehensive and independent clinical biomarker. Several AbE reports correlated the expression of PD-L1 with patients' systemic response [88, 97] . Yaguchi et al.

reported a PD-L1 positive immunohistochemistry (IHC) analysis in an AbE of a patient with recurrent pulmonary pleomorphic carcinoma and rapidly progressive metastases in the brain, bone, and pulmonary pleurae. The resected lung tumor strongly expressed PD-L1 and the non-irradiated metastases responsed as nearly complete after three cycles of anti-PD-1 immunotherapy [88] . Watanabe et al. analyzed PD-L1 status in two melanoma patients. One patient presented PD-L1 positive tumor lesions with a 40% chance of complete response due to the anti-PD-1 treatment alone. Hence, the authors questioned the role of RT in the outcome. The AbE in the other patient was correlated with the RT due to lack of the PD-L1 expression [97] .

PD-L1 expression, may also serve to define the role of the RT in an AbE, however, the temporal and spatial heterogeneity of PD-L1 expression must also be taken into account [213] . Nonetheless, PD-L1 negative patients may also benefit from checkpoint therapy because PD-L1 expression in metastases do not correspond with the expression in the primary tumor [73, 82, 90] . A study of metastatic NSCLC demonstrated a substantial variation in the PD-L1 expression across different sites and clinical states. PD-L1 expression levels in the lung or distant metastatic biopsies correlated with a higher response rate, whilst no association could be observed in LN metastases [214] .

Tumor markers could be used to monitor the response of the tumor masses; therefore, longitudinal marker measurement also allows detection of an ongoing AbE.

Serum squamous cell carcinoma antigen (SCC Ag), a specific marker in SCC, could be associated with the outcome of RT. Elevated SCC Ag represents RT-resistant tumors whereas a reduction in its levels predicts a positive tumor response [215] . In the case of AbE, the SCC Ag levels also decrease due to irradiation and the following systemic response [31] .

Similarly, the melanoma marker S100, commonly used as a marker for immunohistochemical identification of malignant melanoma, could help determine an abscopal response if measured longitudinally in short intervals. S100 levels were seen to correlate both with the tumor burden in distant metastases and the degree of infiltration of the liver and skeleton [216, 217] . Immunotherapy combined with RT can lead to a decrease in S100 which could be associated with an AbE [97] .

CEA is expressed as a non-specific tumor marker on the surface of many cancer cells, whereas CEA plasma levels are very faint (0 to 5 ng/mL). Increased CEA levels act as a determiner for the tumor stage and as a predictor of the response to therapy for gastric cancer [218] [219] [220] . In NSCLC, a CEA plasma level could be used as a prognostic marker for overall survival, recurrence or progression-free survival [221] . Additionally, a group analyzed CEA levels in a patient with metastatic NSCLC and reported an AbE following treatment, consistent with a drastic drop to normal levels in CEA levels during the systemic response [52] . Kuroda et al. also observed a significant drop in the plasma levels of a lung adenocarcinoma patient after RT and during the time of the occurrence of the AbE. CEA levels increased in accordance with the progression of a non-responder metastasis [43] .

In breast cancer, high preoperative CA15-3 and CEA serum levels were described as directly related to tumor burden and outcome predictors [222, 223] . In fact, Leung et al. reported a substantial decline CA15-3 levels in a breast cancer patient, along with a continuous decrease in CEA during the occurrence of the abscopal response [39] .

Carbohydrate antigen 19-9 (CA19-9) is most commonly used as a tumor marker for pancreatic ductal adenocarcinoma [224] , during an abscopal response this marker has seen to be reduced. Bonilla et al. reported a corresponding plasma concentration curve for a patient with gastric adenocarcinoma presenting an AbE following palliative RT [41] . Most recently, a case report of a patient with endometrioid adenocarcinoma reported decreasing plasma levels of CA125 during the time of the AbE event [48] .

Unfortunately, most patients with AbE do not reflect the disease progress through specific tumor marker signatures [60, 98] .

Circulating tumor DNA (ctDNA) are found in cell-free blood fraction and are described as a potent biomarker that enables the detection of tumor-specific sequence alterations [225] [226] [227] . Tissue tumor mutational burden (TMB) is a viable biomarker for the response to immunotherapy, helping to quantify tumor immunogenicity [228] . Elevated TMB supports the enhanced expression of tumor-associated neo-antigens following RT and subsequent anti-tumor immune response [229, 230] . ctDNA abundance, the peripheral blood ratio between ctDNA and total circulating DNA, might also give information about tumor burden or disease progression. An independent predictor of the response to immunotherapy has been described as having a TMB higher than 16 when measured in ctDNA abundance [231] . ctDNA levels seem to be correlated to pseudo-progression in KRAS-mutated adenocarcinoma, a mutation associated with an improved outcome under immunotherapy. In pseudo-progressive patients, ctDNA levels decrease drastically whereas in progressive patients they appears strongly elevated [232] .

Xie et al. measured the ratio between ctDNA and the total free DNA in the peripheral blood of an RCC patient which presented an AbE both before and during RT and pembrolizumab treatment. ctDNA abundance decreased before it unexpectedly rose two months after combination treatment and then drastically decreased again, suggesting its correlation with the extinction of tumor cells as corroborated by CT images [63] . Another study reported an AbE in a neuroendocrine cervical carcinoma patient with metastatic lesions in the liver, pelvic and retroperitoneal LNs. After performing a ctDNA test (70 genes), they found alterations in 19 genes indicating an elevated TMB. Tissue next-generation sequencing (NGS) also revealed a high TMB (53 mutations per megabase) [61] .

Zhao et al. presented a case of an abscopal response in a patient with esophageal carcinoma and multiple LN metastases. Esophagectomy was performed followed by several cycles of chemotherapy, pembrolizumab and RT (42 Gy, six fractions) targeting the left retroperitoneal LN. After two months all LN metastases displayed complete regression. The ctDNA was analyzed to monitor the TP53 mutation. Results suggested that these mutations decreased significantly due to the applied combination therapy [72] .

The changes in ctDNA release during or immediately after RT are a result of irradiationinduced immunogenic cell death. ctDNA presents a half-life of 0.5-2 h, therefore blood samples should be taken periodically and at shorter intervals to obtain more accurate information on the ctDNA alterations during patient treatment [233] .

RT generates tumor tissue damage leading to enhanced tumor-specific antigen release, which could function as an in situ immunization and induce AbE [107] . Consequently, serum analysis of tumor antigens alterations may be used as an abscopal response marker for RT alone and/or in combination with immunotherapy.

The antigen load or more precisely the load of neoantigens, which are the number of mutations actually targeted by T cells, is associated with the response to immunotherapy [234, 235] . Indeed, a study correlated a significantly increased neoantigen load in tumors of NSCLC patients after PD-1 blockade with a higher clinical response and improved progression-free survival. Thereby, the neoantigen-induced T cell response was detected after therapy initiation with its highest level three weeks following treatment starting with a progressive reduction [236] . AbE have been described to occur at different time points, suggesting that abscopal immune reactions might stimulate the priming of new T cells in addition to the initially primed one, originating a broader and more specific T cell response [182] .

Measuring the concentration of specific antibodies against tumor-associated antigens may be illustrative. In effect, the serum of a melanoma patient was tested for auto-AB levels against melanoma antigen A3 (MAGEA3), revealing a systemic antitumor immune response. Following RT and immunotherapy the patient responded to cancer antigen PAS domain-containing 1 (PASD1) achieving complete remission [53] . Another research group reported an AbE of a melanoma patient treated with RT and ipilimumab. The cancer cells of the patient expressed the cancer antigen NY-ESO-1, an antigen found in 30-40% of advanced melanoma patients. The titers of AB against epitopes within the central portion of NY-ESO-1 in the serum samples collected during the treatment correlated positively with the disease progression. In fact, after RT and immunotherapy, the titers were increased by a factor of more than 30 corresponding to disease resolution [49] .

Antigen immunogenicity, the ability of released antigens to elicit an anti-tumor immune response, is fundamental to the occurrence of abscopal responses and thus may be the limiting factor for an AbE [237] . Therefore, a further study promoted the determination of the tumor immunogenicity score (TIGS), represented as tumor antigenicity multiplied by antigen processing and presenting status, as an effective biomarker for immunotherapy response prediction [238] . TIGS may be best determined during the treatment period, on account of the relation between AbE and the immune response to tumor antigens.

The absolute lymphocyte count (ALC) and/or the count of specific immune cells could also act as conceivable predictive biomarkers for AbE. However, to date, only a few cases have given further details on the immune cell status of the respective patients during treatment.

In 1977, Antoniades et al. counted the absolute leukocytes as well as the subpopulations of neutrophils, monocytes, eosinophils, and basophils in their patients' blood before and after irradiation compared with values of a healthy donor. The two patients with metastatic lymphoma exhibited a marked reduction in the size of non-treated abdominal LNs. Both patients showed an irradiation-induced decrease in the ALC corresponding with an increased ratio of neutrophils [9] . A more recent study analyzed leukocytes, neutrophils, lymphocytes, and monocytes in the blood of a patient with a diffuse-type giant cell tumor showing an AbE at one month after RT treatment of the right hilar in the left lung [28] .

Diverse studies have shown that if more of these standard values were reported, changes in the immune cell amounts may be correlated with the occurrence of an AbE [43, 49, 52, 54, 187, 188] . More precise information of the immune condition also enables an assessment of the immunosuppressive status that counteracts a possible AbE.

Golden et al. reported a case of AbE in a treatment-resistant lung cancer patient treated with RT and ipilimumab. Two to three months following RT to hepatic metastases, the non-irradiated lesions showed a decrease in size. Disease progression was tracked by ALCs, white blood cells (WBCs) and absolute eosinophil counts (AECs). Other studies associated an ALC increase of ≥ 1000/µL in whole blood with improved survival rates [239, 240] . Indeed, the patient showed a correspondingly elevated ALC due to the RT and ipilimumab treatment combined with an AbE. The AEC was also enhanced by more than 100/µL whole blood, an increase which was previously also correlated with prolonged survival. Tumorinfiltrating lymphocytes (cytotoxic T cell, cytotoxic granules and regulatory T cells) also increased due to the treatment [52] . In a retrospective analysis of 21 advanced melanoma patients, an AbE was reported in 11 patients treated with a combination of ipilimumab and RT. In patients presenting AbE, ALC was increased prior to RT [54] . Another retrospective study analyzed 153 cases of patients with various cancer types treated with a combination of RT and immunotherapy, where at least one non-contiguous lesion was not irradiated. The results suggested a correlation between an enhanced post-RT ALC and abscopal response. Moreover, a lower post-RT APC results in a poorer progression-free and overall survival [188] . In brief, these data suggest ALC as a potential predictive AbE marker, however, this hypothesis requires additional data from clinical trials.

Due to their prominent role in AbE, different case reports also reported CD8+ lymphocytes values in blood at different treatment time points. There are reports of low CD8+ lymphocyte counts at the time of AbE, which increased again with disease progression [43] . A study measured the amounts of patients CD14+ MDSCs, CD8+ and CD4+ T cells as well as their activation status during the treatment period via flow cytometry. CD4+ ICOShigh T cells decreased during RT response while MDSCs first decreased severely before increasing again within the abscopal response period. The frequencies of IFN-γ-producing CD8+ and CD4+ T cells were decreased due to cell irradiation, yet increased slightly during AbE [49] .

Additionally, the neutrophil-to-lymphocyte ratio may be an effective AbE predictive factor. In fact, eleven patients with different cancer entities presented an AbE with a combined RT and granulocyte-macrophage colony-stimulating factor (GM-CSF) treatment. A comparison was made between the baseline features of abscopal responders and non-responders. Accordingly, no significant differences were observed in phenotype parameters such as age, sex, previous numbers of RT or chemotherapy regimens nor in laboratory values (hemoglobin, albumin, WBC count) between responders and nonresponders. However, a significantly lower baseline was noted in non-responders for the neutrophil-to-lymphocyte ratio [189] .

The evaluation of the tumor-infiltrating lymphocytes (TILs) may also give a potential indication of abscopal response. In preclinical studies, enhanced amounts of CD8+ cells in non-irradiated tumors were associated with the enhanced probabilities of AbE [151] . Clinically, the effectiveness of immunotherapy could be predicted as a result of TIL count determination [241] .

Joe et al. analyzed the tissue of squamous carcinoma of the anal canal tumor with a complete response four months after palliative RT to the pelvic metastasis. Immunohistochemical staining for CD163, CD3, CD4, and CD8 showed heterogeneity of cell distribution. Some tumor regions were densely infiltrated with lymphocytes, including CD8+ and CD4+ T cells, suggesting a profuse immune response [31] .

Moreover, a recent case report of a metastatic RCC patient reported a high heterogeneous infiltration of the non-irradiated primary lesion by CD8+ T cells. The patient showed regression of a lung metastasis six months after RT and immunotherapy treatment. Nevertheless, only a part of the tumor was considered immunogenic before anti-PD-1 treatment [90] . Teulings et al. performed a detailed immunological analysis of biopsies from a melanoma patient presenting AbE twelve months after irradiation of the axillary region and brain. Axillary LN sections exhibited a lymphocyte infiltration, whereas brain metastasis was mainly infiltrated by CD8+ T cells. Melanocyte-specific CD8+ T cells were found to represent an effector memory subgroup in both skin biopsies and blood. These data suggested a systemic and local anti-melanoma response against melanocyte differentiation antigens from the primary tumor and metastases [25] . Furthermore, the immunohistochemical analysis of the non-irradiated retropharyngeal metastasis of a patient with malignant pleural mesothelioma revealed a moderate infiltration of CD3+ cells after the occurrence of AbE. The intra-tumoral T cell population was composed of around 25% CD8+ T cells [99] .

Radiation, as part of the cellular repair response, induces the release of cytokines and chemokines which in turn play various roles in systemic immune response modulation. Longitudinal observation of cytokine profiles could provide an overview about the systemic immune response. This information could provide some valuable therapy success predictive data in addition to assessing AbE incidence.

Animal models have already shown that increased levels of specific cytokines have a significant role in cytotoxic T cell responses and AbE [139] . In prostate cancer, several blood-based biomarker studies correlated elevated levels of different cytokines with disease progression and poor prognosis. After exposure to RT, the plasma levels of diverse cytokines, namely IL-1α, IL-4, IL-6, TNF-α, TGF-β, IFN-γ and macrophage colony stimulating factor (M-CSF) were increased and correlated with RT-induced toxicity [242] [243] [244] [245] . In breast cancer studies, IL-6 and IL-8 were considered as potential markers for metastasis and disease progression [246] [247] [248] . Moreover, in patients with NSCLC undergoing pallia-tive thoracic RT, significant changes in CCL15, CCL23, CCL24, CXCL2, CXCL6, CX3CL1, IL-6, and IL-8 serum levels were observed before, during, and after RT, correlating with metabolic tumor burden [249] . In hepatocellular carcinoma patients treated with RT, levels of IL-6 and IL-10 were seen to be valuable predictors of infield-and outfield-intrahepatic treatment failure [250] . Ohba et al. measured the serum concentrations of IL-1β, IL-2, IL-4, IL-6, TNF-α, and hepatocyte growth factor (HGF) in series before and after RT in a patient with hepatocellular carcinoma who presented AbE ten months after the irradiation of a thoracic vertebral metastasis. Most cytokine levels did not significantly change, except for TNF-α serum levels which had increased. The authors associated this increase with an enhanced NK cell activity along with increased AbE occurrence [15] .

Immunosuppressive cytokines reduce the probability of AbE occurrence. Consequently, the balance between immune promoting and suppressing cytokines systemically and within the tumor environment before and after irradiation is crucial for treatment response. Levels of the cytokines TGF-β, IL-10 and adenosine should be particularly monitored. Radiation-induced cell death leads to the activation of M2 macrophages and TGF-β and IL-10 production within the irradiation field [251] . Moreover, Tregs are enriched in the irradiated tumor, releasing TGF-β and IL-10 [252] . In fact, increased Treg amounts together with radiation-induced recruitment of MDSCs exerts an impact on the production of immunosuppressive adenosine by irradiation stressed or injured cells [253] . On the other hand, IL-8, which primarily comes from circulating and intra-tumoral myeloid cells, inhibits the adaptive immune response by blocking the antitumor activity of effector T cells as well as antigen presentation [254, 255] . Studies examining the clinical benefits of immune-checkpoint inhibitors linked high baseline levels of IL-8 in patients plasma to the poor prognosis of checkpoint inhibitor therapy. Consequently, a reduced immune response as a result of the IL-8 expression additionally suppresses the occurrence of an AbE.

Extracellular vesicles, including microvesicles and exosome, are small vesicles that contain bioactive cargo such as proteins, DNA or RNA, mediating intercellular communication in both physiological and pathological settings [256] . Exosomes secreted from tumor cells can carry both immune-stimulatory and immune-suppressive factors that partially mimic the profile of the releasing tumoral cells. Most previous studies have highlighted the immune-suppressive functions of these tumor-derived exosomes (TEXs). However, TEXs also transport immune-stimulatory TSAs as well as (co-)stimulatory immune molecules [257] . They play a crucial role in RT-associated immunity due to the antigen presentation and immune regulation dependent on the immune status of the TME [256] . TEXs have been studied to serve as liquid biopsy markers with high clinical diagnostic and prognostic value in lung, pancreatic, gastrointestinal cancer and hepatocellular carcinoma [258] . TEXs not only affect the local microenvironment around their releasing site but also circulate in the blood to distant metastatic sites promoting/suppressing tumor growth [257] . The immune-promoting effect is mainly based on the delivery of exosomederived TSA to dendritic cells and on the activation of cytotoxic T cells to generate a specific anti-tumor response [259] .

Following the irradiation production of TEXs containing DAMPs, chemokines and TSA are enhanced, however they vary according to the originally irradiated tissue [257, 260, 261] . The TEXs are processed by antigen-presenting cells, and trigger the activation of cytotoxic T cells which then migrate to distant non-targeted tumor cells and can induce AbE [257] . In case of AbE, Hsp70 surface-positive tumor-derived exosomes may be enriched in the irradiated field, facilitating their uptake by APC and thus triggering an enhanced anti-tumor response by NK cells [262, 263] .

In metastatic melanoma, TEXs could be used to predict the tumor response to anti-PD-L1 checkpoint inhibition. In this case, the level of circulating TEXs with surface PD-L1 could correlate with IFN-γ levels, which could distinguish responders from non-responders [264] .

Additionally, exosomes may potentially be used to identify NSCLS patients who respond positively to immune therapy [265] .

Even after almost a decade of radioimmunotherapy and numerous studies on different immunotherapeutic agents, the occurrence of abscopal immune reactions has not been regularly achieved in clinical trials. The most frequently reported cases of AbE were correlated with the co-administration of RT and ICB, in particular with the administration of the anti-PD-1 therapy nivolumab. Nevertheless, a similar effectiveness has not yet been observed in clinical trials. Accordingly, trial design and evaluation must be performed taking into consideration many different aspects, namely, patient and endpoint selection, RT parameters, the particular definition of AbE, therapy sequence, among others, making the discovery of the optimal conditions extremely challenging [266] .

A clinical trial tested the combination of RT with GM-CSF in patients with metastatic solid tumors of different origin (NCT02474186). The primary endpoint of the study was the proportion of patients with an abscopal response. Eleven of the fourty-one patients enrolled (26.8%) presented abscopal responses (four patients with metastatic NSCLC, 5, breast cancer patients and two, thymic cancer patients) [189] . A phase I study treated 20 stage IV melanoma patients with a combination of RT, nivolumab (anti-PD-1), and ipilimumab (anti-CTLA4), receiving immunotherapy shortly before and after palliative RT. Patients who received a conventional irradiation dose (3 Gy, 10 fractions) experienced in a 50% ratio an abscopal reaction extrinsic of the irradiation field whereas 11.1% of patients treated with hypofractionated irradiated scheme (9 Gy, three fractions) responded in a similar manner [267] .

Contrary results were reported by a phase II trial examining the combination of RT and immune therapy in 20 patients with inoperable or metastatic melanoma (NCT02821182). The overall response rate (ORR) of the non-irradiated lesions increased by up to 45% with three complete and six partial responses similar to nivolumab monotherapy, however, no AbE was detected [268] . Subsequently, another study failed to observe an AbE in patients with metastatic head and neck squamous cell carcinoma (HNSCC) in a randomized, phase II trial of nivolumab combined with RT (NCT02684253). RT was delivered to one safely irradiated metastatic lesion between the first and second dose of nivolumab in three fractions adding up to a dose of 27 Gy. The patients in this treatment arm showed no significant prolonged survival compared to the immune monotherapy arm [269] .

Current ongoing trials with AbE as their primary or secondary outcome mainly investigate the combination of RT and the inhibition of the PD-1/PD-L1 pathway in various cancers such as NSCLC, metastatic gastro-intestinal cancer, metastatic melanoma and metastatic breast cancer ( Table 5) . Several of them depict promising outcomes which may provide further insights into potential AbE predictive biomarkers. In the ongoing clinical trial NCT03385226, among other objectives, the combination of RT (12 Gy, three fractions) and pembrolizumab is being observed over a period of 2 years for AbE rate. Immune cells will be functionally analyzed along with the diversity of T cell clones and tumor-infiltrating lymphocyte-specific neo-antigens and the expression of immunological checkpoints [270] . Moreover, another clinical trial aims to evaluate the treatment response at non-irradiated and extra-cranial sites of melanoma or NSCLC patients with brain metastasis, after receiving pembrolizumab along with stereotactic radiosurgery (6 Gy, 9 Gy, 18-21 Gy) (NCT02858869). As a secondary objective, potential immune biomarkers will be compared, analyzing blood samples for absolute cell counts, major lymphocyte populations as well as other serum immune biomarkers pre-, during and post-treatment for up to three years [271] . Another phase II study investigates the effect of pembrolizumab and palliative radiation therapy in patients with a metastatic esophagus, stomach or with gastroesophageal junction cancer (NCT02830594). Its primary endpoint aims to determine changes in tumor-infiltrating and circulating cytotoxic T cells, immunosuppressive Tregs and MDSCs at the metastatic examined sites. Cell populations will be correlated with the response rates of irradiated and non-irradiated tumors [272] . The benefit of radio-immunotherapy for advanced metastatic patients is being tested in a trial with a stratified patient cohort (NCT03453892). The systemic immune-modulating effect of the treatment will be assessed by deep immunophenotyping, evaluating up to 30 immune cell subtypes with their activation markers at various time points of the treatment [273] . Similar targets are being investigated in another trial (NCT03042156), which researches the effect of immune therapy and palliative RT combined treatment, along with inflammatory and irradiation-induced signatures as indicators for an AbE, particularly those extrinsic to irradiated sections [274] .

AbE is a rare clinical phenomenon associated with RT, which, however, is becoming more frequent now towards improved radiation delivery and the development of immunotherapeutic drugs. The addition of ICB to conventional RT has led to an increase in the incidence of abscopal responses due to the involvement of various immune pathways in their occurrence. Nevertheless, the exact mechanism responsible for an AbE is still in question. It is observed after different treatment regimens and it takes weeks to months before an AbE becomes noticeable which makes it difficult to predict under typical clinical conditions. The wide variation of the applied treatments often does not allow for a precise identification of the AbE's origin, its triggers and contributors. Systemic therapies namely chemotherapy as well as immunotherapy may have delayed effects that later cannot be assigned to a specific treatment. To this end, the immune system of the patients can be affected by typical cancer pain management or immunosuppressive drugs such as corticosteroids. Furthermore, normal tissue in the radiation field also receives a small but still significant radiation dose during RT. Therefore, the observed AbE could also be related to low-dose radiation effects which are a result of the applied irradiation.

The costs of a combined therapy of ICB and RT has been estimated by Giuliani et al. to be 5866 EUR more expensive than immunotherapy alone, translates to 707 € to 1086 € per month of overall survival of NSCLC patients [275] . Targeted induction or an accurate prediction of an AbE by biomarkers could lead to a personalized, more precise and more cost-effective treatment strategy.

The reported clinical cases allow for the identification of several promising biomarker candidates which need to be further analyzed in the context of their predictive power. Validated biomarkers might be of great clinical utility to stratify patients to prognose treatment response individually by applying associated diagnostics to optimize treatment strategies tailored to every individual to create advanced multi-level diagnostic approaches based on the application of artificial intelligence (AI) for big-data analysis in the context of 3P medicine improving cost-efficacy of treatments and individual outcomes [276] [277] [278] [279] [280] . Data Availability Statement: Data have been included within the article. Therefore, no additional data file is required.

There is no conflict of interest with respect to this manuscript.

Systemic effects of local radiotherapy

The Radiobiology of Human Cancer Radiotherapy

Whole body irradiation; radiobiology or medicine?

Bystander effects and radiotherapy

Systematic review of case reports on the abscopal effect

Abscopal Effect of Radiotherapy in the Immunotherapy Era: Systematic Review of Reported Cases

Spontaneous regression of pulmonary metastases from transitional cell carcinoma of the bladder

Abscopal effect of radiation in papillary adenocarcinoma

Lymphangiographic demonstration of the abscopal effect in patients with malignant lymphomas

Spontaneous regression of metastases of renal cancer: A report of two cases including the first recorded regression following irradiation of a dominant metastasis and review of the world literature

Abscopal regression in lymphoma: A mechanism in common with total body irradiation?

The abscopal effect: Demonstration in lymphomatous involvement of kidneys

Abscopal regression following radiotherapy for adenocarcinoma

Spontaneous regression of metastatic renal cell carcinoma following palliative irradiation of the primary tumour

Abscopal regression of hepatocellular carcinoma after radiotherapy for bone metastasis

Spontaneous regression of a large hepatocellular carcinoma with skull metastasis

Regression of non-irradiated metastases after extracranial stereotactic radiotherapy in metastatic renal cell carcinoma

Abscopal effect of radiation on toruliform para-aortic lymph node metastases of advanced uterine cervical carcinoma-A case report

Spontaneous regression of natural killer cell lymphoma

Abscopal effect in a patient with chronic lymphocytic leukemia during radiation therapy: A case report

Abscopal effect of radiation on lung metastases of hepatocellular carcinoma: A case report

Spontaneous regression of thoracic metastases while progression of brain metastases after stereotactic radiosurgery and stereotactic body radiotherapy for metastatic renal cell carcinoma: Abscopal effect prevented by the blood-brain barrier?

Report on Metastatic Thyroid Carcinoma: Radiation-induced Bystander or Abscopal Effect?

Abscopal corrected effects after conventional and stereotactic lung irradiation of non-small-cell lung cancer

Radiation-induced melanoma-associated leucoderma, systemic antimelanoma immunity and disease-free survival in a patient with advanced-stage melanoma: A case report and immunological analysis

Abscopal Effects: Case Report and Emerging Opportunities

Oligometastatic Adenocarcinoma of the Lung: A Therapeutic Opportunity for Long-Term Survival

Abscopal effect of radiotherapy in a patient with metastatic diffuse-type giant cell tumor

A Case of Complete Abscopal Response in High-Grade Pleiomorphic Sarcoma Treated with Radiotherapy Alone

Long-term survival consequent on the abscopal effect in a patient with multiple myeloma

Radiation generates an abscopal response and complete resolution of metastatic squamous cell carcinoma of the anal canal: A case report

Review of the mechanisms involved in the abscopal effect and future directions with a focus on thymic carcinoma

Abscopal effect following radiation monotherapy in breast cancer: A case report

Abscopal Effect after Palliative Radiation Therapy for Metastatic Adenocarcinoma of the Esophagus

Metastatic Melanoma of Uncertain Primary with 5-Year Durable Response after Conventional Therapy: A Case Report with Literature Review

Stereotactic Body Radiation Therapy-Induced Abscopal Effect on Hepatocellular Carcinoma After Treatment for Lung Cancer: A Case Report

Regression of a metastatic lung mass after receiving whole brain irradiation: Can the abscopal effect cross the blood-brain barrier? Asia Pac

Abscopal Effect after Radiosurgery for Solitary Brain Metastasis from Non-small

Abscopal effect of radiation on bone metastases of breast cancer: A case report

Abscopal Effect of Radiotherapy in Imatinib-resistant Dermatofibrosarcoma Protuberans

Abscopal Effect after Palliative Radiotherapy in a Patient with a Gastric Adenocarcinoma Disseminated to Retroperitoneal Space: Case Report from a

Abscopal Resolution of a Hepatic Metastasis in a Patient with Metastatic Cholangiocarcinoma Following Radical Stereotactic Body Radiotherapy to a Synchronous Early Stage Non-small Cell Lung Cancer

Abscopal effect of radiation on multiple lung metastases of lung adenocarcinoma: A case report

Pure abscopal effect of radiotherapy in a salivary gland carcinoma: Case report, literature review, and a search for new approaches

Abscopal effect of local irradiation treatment for thymoma: A case report

Abscopal complete regression of hepatocellular carcinoma with multiple pleural metastases

Abscopal effect as part of treatment of oligometastatic head and neck cancer: A case report

Abscopal Effect of Pelvic Intensity Modulated Radiation Therapy on Lung Metastases in a Patient with Recurrent Endometrial Cancer

Immunologic correlates of the abscopal effect in a patient with melanoma

Radiation Therapy as a Modality to Create Abscopal Effects: Current and Future Practices. Cureus 2020, 12, e7054

A systemic complete response of metastatic melanoma to local radiation and immunotherapy

An abscopal response to radiation and ipilimumab in a patient with metastatic non-small cell lung cancer

The abscopal effect associated with a systemic anti-melanoma immune response

Abscopal effects of radiotherapy on advanced melanoma patients who progressed after ipilimumab immunotherapy

Abscopal-Effekt in der Therapie des malignen Melanoms

Role of radiation therapy as immune activator in the era of modern immunotherapy for metastatic malignant melanoma

Abscopal effect in a Hodgkin lymphoma patient treated by an anti-programmed death 1 antibody

Abscopal regression following SABR for non-small-cell-lung cancer: A case report

Abscopal Effect of Nivolumab in a Patient with Primary Lung Cancer

An abscopal effect in a case of concomitant treatment of locally and peritoneally recurrent gastric cancer using adoptive T-cell immunotherapy and radiotherapy

Exceptional Response to Nivolumab and Stereotactic Body Radiation Therapy (SBRT) in Neuroendocrine Cervical Carcinoma with High Tumor Mutational Burden: Management Considerations from the Center For Personalized Cancer Therapy at UC San Diego Moores Cancer Center

Abscopal effect of metastatic pancreatic cancer after local radiotherapy and granulocytemacrophage colony-stimulating factor therapy

A rapid and systemic complete response to stereotactic body radiation therapy and pembrolizumab in a patient with metastatic renal cell carcinoma

Report of an abscopal effect induced by stereotactic body radiotherapy and nivolumab in a patient with metastatic non-small cell lung cancer

Complete Response of Metastatic Melanoma to Local Radiation and Immunotherapy: 6.5 Year Follow-Up

Marked response to nivolumab combined with external radiation therapy for metastatic renal cell carcinoma: Report of two cases

Combined immunotherapy encompassing intratumoral poly-ICLC, dendritic-cell vaccination and radiotherapy in advanced cancer patients

Advanced Renal Cell Cancer and Low-Dose Palliative Radiation Treatment: A Case of a Substantial and Sustained Treatment Response

An abscopal effect may augment PD-1 inhibition in refractory classical Hodgkin lymphoma

In-field and abscopal response after short-course radiation therapy in patients with metastatic Merkel cell carcinoma progressing on PD-1 checkpoint blockade: A case series

Abscopal effect of radiation on lymph node metastasis in esophageal carcinoma: A case report and literature review

Harnessing the Immunomodulatory Effects of Radiation in Urinary Bladder Cancer

The Abscopal Effect Exists in Non-small Cell Lung Cancer: A Case Report and Review of the Literature

Abscopal Effect Following Immunotherapy and Combined Stereotactic Body Radiation Therapy in Recurrent Metastatic Head and Neck Squamous Cell Carcinoma: A Report of Two Cases and Literature Review

Extracranial systemic antitumor response through the abscopal effect induced by brain radiation in a patient with metastatic melanoma

Abscopal effect in lung cancer: Three case reports and a concise review

Immunologic Correlates of the Abscopal Effect in a SMARCB1/INI1-negative Poorly Differentiated Chordoma after EZH2 Inhibition and Radiotherapy

Nivolumab-induced bullous pemphigoid after radiotherapy and abscopal effect

Possible abscopal effect in urothelial carcinoma of the upper urinary tract after treatment with immune checkpoint inhibitors

Extracranial abscopal effect induced by combining immunotherapy with brain radiotherapy in a patient with lung adenocarcinoma: A case report and literature review

Local and abscopal responses in advanced intrahepatic cholangiocarcinoma with low TMB, MSS, pMMR and negative PD-L1 expression following combined therapy of SBRT with PD-1 blockade

Combined Immune Checkpoint Blockade and Stereotactic Ablative Radiotherapy Can Stimulate Response to Immunotherapy in Metastatic Melanoma: A Case Report

Complete Local and Abscopal Responses from a Combination of Radiation and Nivolumab in Refractory Hodgkin's Lymphoma

Induction of the Abscopal Effect with Immunotherapy and Palliative Radiation in Metastatic Head and Neck Squamous Cell Carcinoma: A Case

Abscopal effect of high-dose-rate brachytherapy on pelvic bone metastases from renal cell carcinoma: A case report

Abscopal Effects in Radio-Immunotherapy-Response Analysis of Metastatic Cancer Patients with Progressive Disease under Anti-PD-1 Immune Checkpoint Inhibition

Dramatic response to nivolumab after local radiotherapy in pulmonary pleomorphic carcinoma with rapid progressive post-surgical recurrence

The abscopal effect in head-and-neck squamous cell carcinoma treated with radiotherapy and nivolumab: A case report and literature review

Abscopal effect following nivolumab induction in a patient with metastatic renal cell carcinoma-unique pathological features of the primary specimen: A case report

Abscopal effect of radiation therapy after nivolumab monotherapy in a patient with oral mucosal melanoma: A case report

A long-term survival case of unresectable gastric cancer with multidisciplinary therapy including immunotherapy and abscopal effect

Radiation and Checkpoint Inhibitor Immunotherapy Lead to Long Term Disease Control in a Metastatic RCC patient with Brain Metastases

Possible abscopal effect after discontinuation of nivolumab in metastatic renal cell carcinoma

A Rare Entity and Review of the Literature

Abscopal effect induced by modulated radiation therapy and pembrolizumab in a patient with pancreatic metastatic lung squamous cell carcinoma

Deep abscopal response to radiotherapy and anti-PD-1 in an oligometastatic melanoma patient with unfavorable pretreatment immune signature

Reproducible abscopal effect in a patient with lung cancer who underwent whole-brain irradiation and atezolizumab administration

Abscopal effect in a patient with malignant pleural mesothelioma treated with palliative radiotherapy and pembrolizumab

Atypical Response Patterns in Renal Cell Carcinoma Treated with Immune Checkpoint Inhibitors-Navigating the Radiologic Potpourri

Ionizing radiation-induced metabolic oxidative stress and prolonged cell injury

ROS and the DNA damage response in cancer

Recent advances in radiation oncology

Radiotherapy and immunogenic cell death

Radiation Therapy and its Effects beyond the Primary Target: An Abscopal Effect

Ionizing radiation inhibition of distant untreated tumors (abscopal effect) is immune mediated

Radiation therapy to convert the tumor into an in situ vaccine

The tumour microenvironment after radiotherapy: Mechanisms of resistance and recurrence

The immune mechanisms of abscopal effect in radiation therapy

Radiotherapy promotes tumor-specific effector CD8+ T cells via dendritic cell activation

Radiation-induced effects and the immune system in cancer. Front

Immune mechanisms mediating abscopal effects in radioimmunotherapy

Apoptosis versus cell differentiation: Role of heat shock proteins HSP90, HSP70 and HSP27

Stress for maintaining memory: HSP70 as a mobile messenger for innate and adaptive immunity

Radiation-induced immunogenic modulation of tumor enhances antigen processing and calreticulin exposure, resulting in enhanced T-cell killing

Liaisons dangereuses: P2X(7) and the inflammasome

The inflammasomes: Guardians of the body

Activation of the NLRP3 inflammasome in dendritic cells induces IL-1beta-dependent adaptive immunity against tumors

Rationale of combination of anti-PD-1/PD-L1 antibody therapy and radiotherapy for cancer treatment

Cyclic GMP-AMP synthase is a cytosolic DNA sensor that activates the type I interferon pathway

cGAS produces a 2 -5 -linked cyclic dinucleotide second messenger that activates STING

STING regulates intracellular DNA-mediated, type I interferon-dependent innate immunity

The origin, transmission and clinical therapies on coronavirus disease 2019 (COVID-19) outbreak-An update on the status

STING-Dependent Cytosolic DNA Sensing Promotes Radiation-Induced Type I Interferon-Dependent Antitumor Immunity in Immunogenic Tumors

The efficacy of radiotherapy relies upon induction of type i interferon-dependent innate and adaptive immunity

Immunological Mechanisms Responsible for Radiation-Induced Abscopal Effect

Radiation-induced IFN-gamma production within the tumor microenvironment influences antitumor immunity

Radiation-induced CXCL16 release by breast cancer cells attracts effector T cells

Up-regulation of the pro-inflammatory chemokine CXCL16 is a common response of tumor cells to ionizing radiation

Type I interferons induced by radiation therapy mediate recruitment and effector function of CD8(+) T cells

Increased tumor necrosis factor alpha mRNA after cellular exposure to ionizing radiation

Radiation and dual checkpoint blockade activate non-redundant immune mechanisms in cancer

Hypoxia controls CD4+CD25+ regulatory T-cell homeostasis via hypoxia-inducible factor-1alpha

Recruitment of regulatory T cells is correlated with hypoxia-induced CXCR4 expression, and is associated with poor prognosis in basal-like breast cancers

Hypoxia and hypoxia-inducible factor (HIF) downregulate antigen-presenting MHC class I molecules limiting tumor cell recognition by T cells

Adrenergic stress constrains the development of anti-tumor immunity and abscopal responses following local radiation

Radiotherapy, immunotherapy, and the tumour microenvironment: Turning an immunosuppressive milieu into a therapeutic opportunity

Immune-mediated inhibition of metastases after treatment with local radiation and CTLA-4 blockade in a mouse model of breast cancer

Fractionated but not single-dose radiotherapy induces an immune-mediated abscopal effect when combined with anti-CTLA-4 antibody

Brachytherapy attains abscopal effects when combined with immunostimulatory monoclonal antibodies

The immunocytokine L19-IL2: An interplay between radiotherapy and long-lasting systemic anti-tumour immune responses

Radiation and Local Anti-CD40 Generate an Effective in situ Vaccine in Preclinical Models of Pancreatic Cancer

Evaluation of Radiotherapy-Induced Systemic Antitumor Effects in Mice Bearing 4T1 Mouse Breast Cancer Cells

Abscopal antitumor effect in a patient with melanoma and coronavirus disease 2019

Spontaneous regression of tumour and the role of microbial infection-Possibilities for cancer treatment

The role of innate immunity in spontaneous regression of cancer

Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries

Carcinoma of unknown primary origin. Gastrointest. Cancer Res

Gastric adenocarcinoma: Review and considerations for future directions

Experimental model for the irradiation-mediated abscopal effect and factors influencing this effect

Esophageal Cancer Metastases to Unexpected Sites: A Systematic Review

Non-small cell lung cancer: Epidemiology, risk factors, treatment, and survivorship

Non-small cell lung cancer: Current treatment and future advances

The place of radiotherapy in the palliative management of NSCLC

Long-term results of a prospective phase II trial of medically inoperable stage I NSCLC treated with SBRT-The Nordic experience

Early and locally advanced non-small-cell lung cancer (NSCLC): ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up

Beyond Abscopal Effect: A Meta-Analysis of Immune Checkpoint Inhibitors and Radiotherapy in Advanced Non-Small Cell Lung Cancer

Renal cell carcinoma: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up

European Association of Urology Guidelines on Renal Cell Carcinoma Presented at the EAU Annual Congress Milan

An update on the Society for Immunotherapy of Cancer consensus statement on tumor immunotherapy for the treatment of cutaneous melanoma: Version 2.0

Nivolumab plus ipilimumab or nivolumab alone versus ipilimumab alone in advanced melanoma (CheckMate 067): 4-year outcomes of a multicentre, randomised, phase 3 trial

Pembrolizumab versus ipilimumab in advanced melanoma (KEYNOTE-006): Post-hoc 5-year results from an open-label, multicentre, randomised, controlled, phase 3 study

PD-1 Restrains Radiotherapy-Induced Abscopal Effect

Combination PD-1 blockade and irradiation of brain metastasis induces an effective abscopal effect in melanoma

A Prospective Clinical Trial Combining Radiation Therapy with Systemic Immunotherapy in Metastatic Melanoma

Local Tumor Treatment in Combination with Systemic Ipilimumab Immunotherapy Prolongs Overall Survival in Patients with Advanced Malignant Melanoma

Focal Irradiation and Systemic TGFβ Blockade in Metastatic Breast Cancer

The effect of postmastectomy radiotherapy in node-positive triple-negative breast cancer

Abscopal Effects of Radiotherapy Are Enhanced by Combined Immunostimulatory mAbs and Are Dependent on CD8 T Cells and Crosspriming

Priming anti-tumor immunity by radiotherapy: Dying tumor cell-derived DAMPs trigger endothelial cell activation and recruitment of myeloid cells

Enhancing the abscopal effect of radiation and immune checkpoint inhibitor therapies with magnetic nanoparticle hyperthermia in a model of metastatic breast cancer

Global Cancer Observatory: Cancer Today

Characterising the castration-resistant prostate cancer population: A systematic review

Current management of castrate-resistant prostate cancer

The role of radiation therapy in the treatment of metastatic castrate-resistant prostate cancer. Ther

Ipilimumab alone or in combination with radiotherapy in metastatic castration-resistant prostate cancer: Results from an openlabel, multicenter phase I/II study

Ipilimumab versus placebo after radiotherapy in patients with metastatic castration-resistant prostate cancer that had progressed after docetaxel chemotherapy (CA184-043): A multicentre, randomised, double-blind, phase 3 trial

CSF1R signaling blockade stanches tumor-infiltrating myeloid cells and improves the efficacy of radiotherapy in prostate cancer

Combination immunotherapy and radiotherapy causes an abscopal treatment response in a mouse model of castration resistant prostate cancer

Can abscopal effects of local radiotherapy be predicted by modeling T cell trafficking?

Radiation abscopal antitumor effect is mediated through p53

Abscopal effect of radiation therapy: Interplay between radiation dose and p53 status

Validation of heat shock protein 70 as a tumor-specific biomarker for monitoring the outcome of radiation therapy in tumor mouse models

Radiotherapy for Non-Small Cell Lung Cancer Induces DNA Damage Response in Both Irradiated and Out-of-field Normal Tissues

CCR5+ Myeloid-Derived Suppressor Cells Are Enriched and Activated in Melanoma Lesions

Absolute Lymphocyte Count Predicts Abscopal Responses and Outcomes in Patients Receiving Combined Immunotherapy and Radiation Therapy

Local radiotherapy and granulocyte-macrophage colony-stimulating factor to generate abscopal responses in patients with metastatic solid tumours: A proof-of-principle trial

p53 in health and disease

Using immunotherapy to boost the abscopal effect

Subversion of calreticulin exposure as a strategy of immune escape

Calreticulin exposure dictates the immunogenicity of cancer cell death

Ecto-calreticulin in immunogenic chemotherapy

Hsp70-A biomarker for tumor detection and monitoring of outcome of radiation therapy in patients with squamous cell carcinoma of the head and neck

The complex function of hsp70 in metastatic cancer

Plasma levels of heat shock protein 70 in patients with prostate cancer: A potential biomarker for prostate cancer

Proteomics-based identification of autoantibody against heat shock protein 70 as a diagnostic marker in esophageal squamous cell carcinoma

Expression profiling in multistage hepatocarcinogenesis: Identification of HSP70 as a molecular marker of early hepatocellular carcinoma

BAG-1/SODD, HSP70, and HSP90 are potential prognostic markers of poor survival in node-negative breast carcinoma

The role of heat shock protein 70 (Hsp70) in radiation-induced immunomodulation

Hsp70 translocates into the plasma membrane after stress and is released into the extracellular environment in a membrane-associated form that activates macrophages

Activation of natural killer cells by heat shock protein 70

Heat shock proteins come of age: Primitive functions acquire new roles in an adaptive world

A. γ-H2AX as a biomarker of DNA damage induced by ionizing radiation in human peripheral blood lymphocytes and artificial skin

Predictive correlates of response to the anti-PD-L1 antibody MPDL3280A in cancer patients

Differential Activity of Nivolumab, Pembrolizumab and MPDL3280A according to the Tumor Expression of Programmed Death-Ligand-1 (PD-L1): Sensitivity Analysis of Trials in Melanoma, Lung and Genitourinary Cancers

Positive PD-L1 Expression Predicts Worse Outcome in Cutaneous Angiosarcoma

PD-1 and PD-L1 Expression Predicts Radiosensitivity and Clinical Outcomes in Head and Neck Cancer and is Associated with HPV Infection

Predicting tumour response to anti-PD-1 immunotherapy with computational modelling

The role of PD-L1 expression as a predictive biomarker: An analysis of all US Food and Drug Administration (FDA) approvals of immune checkpoint inhibitors

Monitoring immune-checkpoint blockade: Response evaluation and biomarker development

Programmed Death-Ligand 1 Heterogeneity and Its Impact on Benefit from Immune Checkpoint Inhibitors in NSCLC

The role of squamous cell carcinoma antigen (SCC Ag) in outcome prediction after concurrent chemoradiotherapy and treatment decisions for patients with cervical cancer

Serum S100-A marker for disease monitoring in metastatic melanoma

Predictive value of serum S100B for monitoring patients with metastatic melanoma during chemotherapy and/or immunotherapy

Serum CEA as a predictor for the response to preoperative chemoradiation in rectal cancer

Relations of Changes in Serum Carcinoembryonic Antigen Levels before and after Neoadjuvant Chemoradiotherapy and after Surgery to Histologic Response and Outcomes in Patients with Locally Advanced Rectal Cancer

Clinical significance and diagnostic value of serum NSE, CEA, CA19-9, CA125 and CA242 levels in colorectal cancer

Carcinoembryonic antigen (CEA) as tumor marker in lung cancer

Preoperative CA 15-3 and CEA serum levels as predictor for breast cancer outcomes

Elevated levels of preoperative CA 15-3 and CEA serum levels have independently poor prognostic significance in breast cancer

Carbohydrate antigen 19-9-Tumor marker: Past, present, and future

Analysis of circulating tumor DNA to monitor metastatic breast cancer

Non-invasive analysis of acquired resistance to cancer therapy by sequencing of plasma DNA

Cancer biomarkers: Written in blood

Tumor mutational burden as a predictive biomarker for checkpoint inhibitor immunotherapy

Insertion-and-deletion-derived tumour-specific neoantigens and the immunogenic phenotype: A pan-cancer analysis

Development of tumor mutation burden as an immunotherapy biomarker: Utility for the oncology clinic

Blood-based tumor mutational burden as a predictor of clinical benefit in non-small-cell lung cancer patients treated with atezolizumab

Monitoring of KRAS-mutated ctDNA to discriminate pseudo-progression from true progression during anti-PD-1 treatment of lung adenocarcinoma

Predicting Radiotherapy Responses and Treatment Outcomes through Analysis of Circulating Tumor DNA

Clonal neoantigens elicit T cell immunoreactivity and sensitivity to immune checkpoint blockade

The role of neoantigen in immune checkpoint blockade therapy

Mutational landscape determines sensitivity to PD-1 blockade in non-small cell lung cancer

Immunogenicity of infectious pathogens and vaccine antigens

Antigen presentation and tumor immunogenicity in cancer immunotherapy response prediction

Single-institution experience with ipilimumab in advanced melanoma patients in the compassionate use setting: Lymphocyte count after 2 doses correlates with survival

Experience in daily practice with ipilimumab for the treatment of patients with metastatic melanoma: An early increase in lymphocyte and eosinophil counts is associated with improved survival

Predictive biomarkers for cancer immunotherapy with immune checkpoint inhibitors

Cytokine profiles in patients receiving wide-field + prostate boost radiotherapy (xRT) for adenocarcinoma of the prostate

Circulating cytokine levels in prostate cancer patients undergoing radiation therapy: Influence of neoadjuvant total androgen suppression

Association of symptoms and cytokines in prostate cancer patients receiving radiation treatment

Evaluation of Mediators Associated with the Inflammatory Response in Prostate Cancer Patients Undergoing Radiotherapy

Circulating interleukin-6 predicts survival in patients with metastatic breast cancer

Increased serum interleukin-8 in patients with early and metastatic breast cancer correlates with early dissemination and survival

Alteration of specific cytokine expression patterns in patients with breast cancer

Serum cytokine profiles and metabolic tumor burden in patients with non-small cell lung cancer undergoing palliative thoracic radiation therapy

Multi-analyte analysis of cytokines that predict outcomes in patients with hepatocellular carcinoma treated with radiotherapy

Novel Approaches to Improve the Efficacy of Immuno-Radiotherapy

Radiation enhances regulatory T cell representation

Targeting the Immunomodulatory CD73/Adenosine System to Improve the Therapeutic Gain of Radiotherapy

Elevated serum interleukin-8 is associated with enhanced intratumor neutrophils and reduced clinical benefit of immunecheckpoint inhibitors

High systemic and tumor-associated IL-8 correlates with reduced clinical benefit of PD-L1 blockade

The biology, function, and biomedical applications of exosomes

The Role of Tumor-Derived Exosomes in the Abscopal Effect and Immunotherapy

Application of exosomes as liquid biopsy in clinical diagnosis

Exosomes and their roles in immune regulation and cancer

Phenotypic and Functional Characteristics of Exosomes Derived from Irradiated Mouse Organs and Their Role in the Mechanisms Driving Non-Targeted Effects

The role of exosomes in tumour immunity under radiotherapy: Eliciting abscopal effects?

Heat shock protein 70 induced during tumor cell killing induces Th1 cytokines and targets immature dendritic cell precursors to enhance antigen uptake

Heat shock protein 70 surface-positive tumor exosomes stimulate migratory and cytolytic activity of natural killer cells

Exosomal PD-L1 contributes to immunosuppression and is associated with anti-PD-1 response

PD-L1 mRNA expression in plasma-derived exosomes is associated with response to anti-PD-1 antibodies in melanoma and NSCLC

Current clinical trials testing the combination of immunotherapy with radiotherapy

A Prospective, Phase 1 Trial of Nivolumab, Ipilimumab, and Radiotherapy in Patients with Advanced Melanoma

Phase 2 Trial of Nivolumab Combined with Stereotactic Body Radiation Therapy in Patients with Metastatic or Locally Advanced Inoperable Melanoma

Randomized Phase II Trial of Nivolumab with Stereotactic Body Radiotherapy Versus Nivolumab Alone in Metastatic Head and Neck Squamous Cell Carcinoma

A Trial Assessing the Effect of Pembrolizumab Combined with Radiotherapy in Patients with Relapsed, Refractory, Specified Stages of Cutaneous T-Cell Lymphoma (CTCL) Mycosis Fungoides (MF)/Sezary Syndrome (SS): NCT03385226, UCL/17/0053

Pembrolizumab and Stereotactic Radiosurgery for Melanoma or Non-Small Cell Lung Cancer Brain Metastases: NCT02858869, IRB00086461|NCI-2016-00718|RAD3179-16

Pembrolizumab and Palliative Radiation Therapy in Treating Patients with Metastatic Esophagus, Stomach, or Gastroesophageal Junction Cancer: NCT02830594

Investigation of the Timely-Coordinated Therapy of Patients with Metastatic Cancer by Radiotherapy Together with Immune Checkpoint Inhibition: NCT03453892, ST-ICI

Toronto. Immunotherapy and Palliative Radiotherapy Combined in Patients with Advanced Malignancy: NCT03042156

Cost-effectiveness of immune checkpoint inhibitors and radiotherapy in advanced non-small cell lung cancer

Costigliola, V. 10th Anniversary of the European Association for Predictive, Preventive and Personalised (3P) Medicine-EPMA World Congress Supplement 2020

Optimal multiparametric set-up modelled for best survival outcomes in palliative treatment of liver malignancies: Unsupervised machine learning and 3 PM recommendations

Prostate cancer management: Long-term beliefs, epidemic developments in the early twenty-first century and 3PM dimensional solutions

Liquid Biopsy is Instrumental for 3PM Dimensional Solutions in Cancer Management

Multiomic patterns in body fluids: Technological challenge with a great potential to implement the advanced paradigm of 3P medicine