key: cord-1047037-ejc441eb
authors: Lesbon, Jéssika Cristina Chagas; Poleti, Mirele Daiana; de Mattos Oliveira, Elisângela Chicaroni; Patané, José Salvatore Leister; Clemente, Luan Gaspar; Viala, Vincent Louis; Ribeiro, Gabriela; Giovanetti, Marta; de Alcantara, Luiz Carlos Junior; de Lima, Loyze Paola Oliveira; Martins, Antonio Jorge; dos Santos Barros, Claudia Renata; Marqueze, Elaine Cristina; de Souza Todão Bernardino, Jardelina; Moretti, Debora Botequio; Brassaloti, Ricardo Augusto; de Lello Rocha Campos Cassano, Raquel; Mariani, Pilar Drummond Sampaio Correa; Slavov, Svetoslav Nanev; dos Santos, Rafael Bezerra; Rodrigues, Evandra Strazza; Santos, Elaine Vieira; Borges, Josiane Serrano; de La Roque, Debora Glenda Lima; Kitajima, Joao Paulo; Santos, Bibiana; Assato, Patricia Akemi; da Silva da Costa, Felipe Allan; Banho, Cecilia Artico; Sacchetto, Livia; Moraes, Marilia Mazzi; Palmieri, Melissa; da Silva, Fabiana Erica Vilanova; Grotto, Rejane Maria Tommasini; Souza-Neto, Jayme A.; Nogueira, Mauricio Lacerda; Coutinho, Luiz Lehman; Calado, Rodrigo Tocantins; Neto, Raul Machado; Covas, Dimas Tadeu; Kashima, Simone; Elias, Maria Carolina; Sampaio, Sandra Coccuzzo; Fukumasu, Heidge
title: Nucleocapsid (N) Gene Mutations of SARS-CoV-2 Can Affect Real-Time RT-PCR Diagnostic and Impact False-Negative Results
date: 2021-12-10
journal: Viruses
DOI: 10.3390/v13122474
sha: daa32836c79ddf0bfcf944aee539e62471432933
doc_id: 1047037
cord_uid: ejc441eb

The current COVID-19 pandemic demands massive testing by Real-time RT-PCR (Reverse Transcription Polymerase Chain Reaction), which is considered the gold standard diagnostic test for the detection of the SARS-CoV-2 virus. However, the virus continues to evolve with mutations that lead to phenotypic alterations as higher transmissibility, pathogenicity or vaccine evasion. Another big issue are mutations in the annealing sites of primers and probes of RT-PCR diagnostic kits leading to false-negative results. Therefore, here we identify mutations in the N (Nucleocapsid) gene that affects the use of the GeneFinder COVID-19 Plus RealAmp Kit. We sequenced SARS-CoV-2 genomes from 17 positive samples with no N gene detection but with RDRP (RNA-dependent RNA polymerase) and E (Envelope) genes detection, and observed a set of three different mutations affecting the N detection: a deletion of 18 nucleotides (Del28877-28894), a substitution of GGG to AAC (28881-28883) and a frameshift mutation caused by deletion (Del28877-28878). The last one cause a deletion of six AAs (amino acids) located in the central intrinsic disorder region at protein level. We also found this mutation in 99 of the 14,346 sequenced samples by the Sao Paulo state Network for Pandemic Alert of Emerging SARS-CoV-2 variants, demonstrating the circulation of the mutation in Sao Paulo, Brazil. Continuous monitoring and characterization of mutations affecting the annealing sites of primers and probes by genomic surveillance programs are necessary to maintain the effectiveness of the diagnosis of COVID-19.

The SARS-CoV-2 virus is the causative agent of the COVID-19 pandemic and realtime RT-PCR (Reverse Transcription Polymerase Chain Reaction) is the gold standard of diagnostic tests. However, there are several commercial and non-commercial tests available with different sensitivities and specificities, the majority of which were designed at the beginning of the pandemic with the available genome sequences at that moment. Twenty months after the first diagnosis, the virus evolved worldwide with different strains emerging on a daily basis. Therefore, mutations conferring phenotypic alterations as higher transmissibility, pathogenicity, or vaccine evasion happened as the ones described in the P.1 (Brazilian, Gamma), B.1.617 (Indian, Delta), and others. Mutations with unknown phenotypic consequences can occur on primers and probes annealing sites from the RT-PCR diagnostic kits. These mutations can lead to false-negative results, increasing the chance of false-negative COVID-19 patients spreading the virus.

To overcome this problem, most of the real-time RT-PCR COVID-19 diagnostic tests detect two or three SARS-CoV-2 gene fragments from N (Nucleocapsid), E (Envelope), RdRP (RNA-dependent RNA polymerase), S (spike), ORF1 (Nonstructural protein), and others. However, there are protocols using only one SARS-CoV-2 gene fragment as is the case of recently developed tests for COVID- 19 and Flu detection at the same time by multiplex real-time RT-PCR, increasing the possibility of false-negative SARS-CoV-2 virus detection.

At the beginning of March 2020, we set the Laboratory of Translational and Comparative Oncology of the School of Animal Science and Food Engineering of the University of Sao Paulo at Pirassununga, São Paulo State, Brazil, to fully work on COVID-19 diagnosis by real-time RT-PCR. Since then, we performed more than 130,000 tests for more than 40 cities from southeast of Sao Paulo State so far using three different protocols: the CDC (Centers for Disease Control and Prevention) (N1, N2, RNP Ribonucleoprotein), the GeneFinder COVID-19 Plus RealAmp Kit (N, E, RdRP and human control), and AllPlex 2019-nCoV Assay (N, E, RdRP and human control). Specifically, the GeneFinder kit was used on more than 90,000 samples from the Sao Paulo State COVID-19 Diagnostic Network which our laboratory also integrates. However, in early February 2021, we detected samples with the GeneFinder kit that had high viral load detected by E and RdRP probes but lacking N probe detection. This is a real problem since the N probe of the GeneFinder kit is the most sensitive for SARS-CoV-2 detection in our experience and samples with low viral load (Ct (Cycle threshold) > 33, i.e.,) are detected mainly by N probe detection.

Therefore, the objective of this work was to identify the possible mutation(s) in the SARS-CoV-2 N gene responsible for this specific problem and check if the problem was extended to other labs from the Sao Paulo State COVID-19 Diagnostic Network. Further characterization of the most frequent mutation in N gene affecting the diagnostics is also presented and discussed. 

Samples from nasopharyngeal and oropharyngeal swabs were collected according to the standard protocol and placed inside transport tubes containing 3 mL sterile saline solution. All samples were transported to the laboratory at a cold temperature (2-8 • C) within 12 h post collection and processed on the day. RNA was isolated from clinical samples (naso and oropharyngeal swabs) using the kit extract-RNA e DNA Viral (Loccus, Cotia, SP, Brazil). Purification by magnetic beads facilitates the isolation process and results in a high yield and purity level of the isolated nucleic acid.

The majority of the real-time RT-PCR COVID-19 diagnostic tests were performed with the GeneFinder™ COVID-19 Plus RealAmp RT-PCR master mix (Osang Healthcare Co., Anyang-si, Korea). The purified nucleic acid is reverse transcribed into cDNA and can detect new coronavirus using a real-time RT-PCR probe, through specific primer using three different primers sets for viral detection (N, E, and RdRP gene fragments) and fluorescent probe reactions.

To find out the N gene mutations, we selected 17 representative samples positive for COVID-19 by real-time RT-PCR, which did not present Ct values for the N gene. The libraries were constructed using Illumina COVIDSeq TM Test (Illumina Inc, San Diego, CA, USA), according to manufacturer's instructions. The cDNA was carried out on RNA samples isolated and synthesized by reverse transcriptase with random hexamers. The virus genome was amplified using two pool primers in separate PCR reactions. The PCR amplified product was processed for tagmentation and adapter ligation using IDT for Illumina Nextera UD Indexes Set A, B, C, D (384 indexes, 384 samples). The enrichment and cleanup steps were carried out according to the manufacturer's protocol. All samples were processed as batches in a 96-well plate; these 96 libraries were pooled together in a tube. Pooled samples were quantified using Qubit dsDNA High Sensitivity assay kit on a Qubit fluorometer (Invitrogen Inc, Carlsbad, CA, USA), and the fragment sizes were analyzed in Agilent Fragment analyzer 5200 (Agilent Inc, Santa Clara, CA, USA). The pooled library was normalized to 4 nM concentration and denatured with 5 µL of 0.2 N of NaOH. The 1.2 pM library was spiked with 1% PhiX control (PhiX Control v3, Illumina Inc, San Diego, CA, USA) and sequenced on an Illumina MiniSeq plataform (Illumina), using a MiniSeq System Mid-Output Kit (300 cycles). The viral isolate sequences were aligned with the reference sequence for SARS-CoV-2 using the Illumina DRAGEN COVIDSeq Test pipeline. Viral strains were classified and mutations analyzed using the software tools Pangolin (http://pangolin.cog-uk.io/, accessed on 5 August 2021), and nextclade (https://clades.nextstrain.org/, accessed on 5 August 2021).

To evaluate the possible structural impacts of the 203-208 deletion, and considering the fact that the structure of the full length protein is not known, we submitted the N protein sequence to the Robetta server (https://robetta.bakerlab.org, accessed on 10 August 2021) for structure prediction and analysis for both full length and mutated proteins. The default parameters were used to produce predicted models using the simultaneous processing of sequence, distance, and coordinate information by the three-track architecture implemented in the RoseTTAfold method [1] .

The USP-Pirassununga COVID-19 Task Force performed over 130,000 real-time RT-PCR tests for COVID-19 detection for more than 40 different cities from the southeast part of Sao Paulo State so far (31 July 2021). Most of these tests (90,045) were performed with the GeneFinder COVID-19 Plus RealAmp Kit (Osang Healthcare Co., Korea) which uses three different primers sets for viral detection (N, E, and RDRP gene fragments). The Ct values for the three viral genes present similarly in positive samples with high and medium viral load (Cts ranging from 12 to 30). Low viral load samples (Cts > 35) were detected with two (generally E and N) or only one probe (generally N probe).

We noted a specific pattern of N − , E + , RDRP + in the samples from February 2021 in our diagnostic service, being the first sample detected on 26 February 2021. So far, 69 samples were positive with this pattern from a total of 86,393 tests performed with GeneFinder since April 2020 (until 15 July 2021) by our service. This calls our attention for further investigation because the N primer set is the most sensitive probe in our conditions and losing this signal could infer false-negative results especially in low viral load samples.

Therefore, we sequenced the SARS-CoV-2 genome from 17 representative positive samples, and all were classified as P.1 (or P.1.1) variant. Three different mutations in gene N were observed: Del28877-28894 (14/17) causing a deletion of six AA, a substitution of GGG to AAC in 28881-28883 (2/17) changing two AAs and a frameshift mutation caused by a deletion of 28877-28878 (1/17) in Table 1 . The mutations were further characterized in silico for potential effects on protein function. The mutations causing the six AA deletion and two AA substitutions occurred in the Linker region of the nucleocapsid protein.

For further validation of these findings, we gathered data from two other centers for COVID-19 diagnostic belonging to the Sao Paulo State Network coordinated by Butantan Institute both using the Osang's GeneFinder kit. The service from the School of Medicine in Ribeirão 

The DEL 28877-28894 at protein level produced a deletion of six AAs located in the central intrinsic disorder region (IDR) (182-247) that links the NTD (N-terminal domains) to CTD (C-terminal domains). This is the same region where the highest frequency of N protein mutations is reported [2] [3] [4] , including substitutions at amino acids 203 and 204 (also found in this work), which are part of a serine and arginine-rich region comprising residues 184-204 [2] [3] [4] [5] . (Figure 2 ) 

The DEL 28877-28894 at protein level produced a deletion of six AAs located in the central intrinsic disorder region (IDR) (182-247) that links the NTD (N-terminal domains) to CTD (C-terminal domains). This is the same region where the highest frequency of N protein mutations is reported [2] [3] [4] , including substitutions at amino acids 203 and 204 (also found in this work), which are part of a serine and arginine-rich region comprising residues 184-204 [2] [3] [4] [5] . (Figure 2) Viruses 2021, 13, x FOR PEER REVIEW 7 of 10 Figure 2 . Representative model of protein N indicating the region of the 203-208 deletion, generated by the Robetta server and using the software PyMOL for image generation. The generated model is in compliance with previous work suggesting that the NTD and CTD minimally interact to each other, if at all. They are separated by the linker that is partially extended and with disordered regions have transient α-helices [6] [7] [8] [9] . Deletion of the 203-208 fragment will alter physicochemical properties that might impact on protein mobility between N-and C-terminal domains, as well as in the RNAmediated phase separation process.

Commercial SARS-CoV-2 real-time RT-PCR kits generally do not disclose the position of primers and probes for the detection sites but here we describe a set of mutations in N gene that affect the detection of the N gene by the GeneFinder COVID-19 Plus RealAmp Kit used for the diagnostic in Sao Paulo State since the beginning of the COVID-19 pandemics. Although the failure to detect N gene, the GeneFinder assay positively call samples by E and/or RdRP targets, emphasizing the importance of more than one target in a diagnostic RT-PCR kit. The frequency of these N mutations affecting GeneFinder N gene detection in the epidemiological data from the Sao Paulo state Network for Pandemic Alert of Emerging SARS-CoV-2 variants is low (~0.78%, 111 samples in 14,316) but these are spread all over the state as showed.

Considering that the N gene is the most sensitive probe in our conditions, it is plausible to ponder that false-negative results especially in samples with low viral load can happen due to these N mutations. In fact, a similar problem was recently demonstrated by Hasan and colleagues using another FDA (Food and Drug Administration) approved SARS-CoV-2 test (Cepheid Xpert Xpress SARS-CoV-2) that uses two viral targets, N and 208 deletion, generated by the Robetta server and using the software PyMOL for image generation. The generated model is in compliance with previous work suggesting that the NTD and CTD minimally interact to each other, if at all. They are separated by the linker that is partially extended and with disordered regions have transient α-helices [6] [7] [8] [9] . Deletion of the 203-208 fragment will alter physico-chemical properties that might impact on protein mobility between N-and C-terminal domains, as well as in the RNA-mediated phase separation process.

Commercial SARS-CoV-2 real-time RT-PCR kits generally do not disclose the position of primers and probes for the detection sites but here we describe a set of mutations in N gene that affect the detection of the N gene by the GeneFinder COVID-19 Plus RealAmp Kit used for the diagnostic in Sao Paulo State since the beginning of the COVID-19 pandemics. Although the failure to detect N gene, the GeneFinder assay positively call samples by E and/or RdRP targets, emphasizing the importance of more than one target in a diagnostic RT-PCR kit. The frequency of these N mutations affecting GeneFinder N gene detection in the epidemiological data from the Sao Paulo state Network for Pandemic Alert of Emerging SARS-CoV-2 variants is low (~0.78%, 111 samples in 14,316) but these are spread all over the state as showed.

Considering that the N gene is the most sensitive probe in our conditions, it is plausible to ponder that false-negative results especially in samples with low viral load can happen due to these N mutations. In fact, a similar problem was recently demonstrated by Hasan and colleagues using another FDA (Food and Drug Administration) approved SARS-CoV-2 test (Cepheid Xpert Xpress SARS-CoV-2) that uses two viral targets, N and E genes [10] .

In their work, at the end of October 2020, a mutation in the SARS-CoV-2 N gene was suspected when Xpert failed to amplify the N gene target in a specimen, despite giving a strong positive result (Ct = 19.8) for the E gene. They also detected three more samples in the next two months and after sequencing they found a point mutation (C29200A) in these samples. An analogous issue was showed by Artesi and colleagues that found a recurrent mutation at position 26,340 associated with failure of the E gene detection by the cobas SARS-CoV-2 test (Roche) [11] . Here, we consistently showed five different N gene mutations that affect the detection of N gene by the GeneFinder Kit in more than 100 sequenced samples being the DEL 28877-28894 in Gamma variant the most frequent. Our results agree with the data showing the N gene as one of the most non-conservative genes in the SARS-CoV-2 genome [12] .

The main roles of the multifunctional nucleocapsid (N) protein in SARS-CoV-2 include viral genome packaging and virion assembly, viral transcription, regulation of transcription in infected cells and in suppression of the host innate immune response [2, 3, 13, 14] . The N protein has 419 amino acids, divided into two main domains (N-terminal (NTD) and C-terminal (CTD)), with well-known structures [2, 4, 5] (Figure 2 ). The NTD RNA-binding and CTD dimerization domains range from amino acids 46-176 and 247-364, respectively. These regions are interspersed with three other domains that are intrinsically disordered [2, 4, 5, 15] . The 203-208 deletion found in protein N was previously identified in Australia and Malaysia [2] , suggesting that it may confer some adaptive advantage to SARS-CoV-2. This advantage can be a consequence of alterations that occur at both protein and RNA levels. The linker region was experimentally predicted as fundamental for RNA-mediated phase separation [16] . In fact, this IDR may be directly involved in proteinprotein interactions to promote phase separation with RNA. Additionally, the region rich in serine and arginine at this IDR was predicted to model the physical properties of the resulting condensate [3, 17] . At the genomic RNA level, it was reported that RNA-sequence distinct regions of the viral RNA genome can promote either phase separation or solubilization [18] . Interestingly, the N protein-coding region is predicted to be a phase separation promoter [18] . In addition, at RNA level, the 203-208 deletion can also directly impact the mRNA structure by changing its functional half-life and affecting the regulation of protein expression [19] . Altogether, it is feasible to suggest that 203-208 deletion may direct impact on the process of phase separation, leading to possible optimization in the process of packaging and replication.

Here we demonstrated the existence of mutations in the N gene that might affect the use of SARS-CoV2 real-time RT-PCR diagnostic kits impacting the false-negative results. These results provide further evidence that existing variants of SARS-CoV2 might escape molecular detection based on nucleic acid amplification tests, especially those ones using a single target of the virus. 

The data presented in this study are available on request from the corresponding author.

Accurate prediction of protein structures and interactions using a three-track neural network

Evolutionary dynamics of SARS-CoV-2 nucleocapsid protein and its consequences

GCG inhibits SARS-CoV-2 replication by disrupting the liquid phase condensation of its nucleocapsid protein

Architecture and self-assembly of the SARS-CoV-2 nucleocapsid protein

Structures of the SARS-CoV-2 nucleocapsid and their perspectives for drug design

The SARS-CoV-2 nucleocapsid protein is dynamic, disordered, and phase separates with RNA

Nucleocapsid protein of SARS-CoV-2 phase separates into RNA-rich polymerase-containing condensates

Multiple nucleic acid binding sites and intrinsic disorder of severe acute respiratory syndrome coronavirus nucleocapsid protein: Implications for ribonucleocapsid protein packaging

Biochemical characterization of SARS-CoV-2 nucleocapsid protein

A Novel Point Mutation in the N Gene of SARS-CoV-2 May Affect the Detection of the Virus by Reverse Transcription-Quantitative PCR

A Recurrent Mutation at Position 26340 of SARS-CoV-2 Is Associated with Failure of the E Gene Quantitative Reverse Transcription-PCR Utilized in a Commercial Dual-Target Diagnostic Assay

Mutations on COVID-19 diagnostic targets

SARS-CoV-2 Nucleocapsid protein attenuates stress granule formation and alters gene expression via direct interaction with host mRNAs

A proposed role for the SARS-CoV-2 nucleocapsid protein in the formation and regulation of biomolecular condensates

Supramolecular architecture of severe acute respiratory syndrome coronavirus revealed by electron cryomicroscopy

The SARS-CoV-2 nucleocapsid phosphoprotein forms mutually exclusive condensates with RNA and the membrane-associated M protein

Phosphoregulation of Phase Separation by the SARS-CoV-2 N Protein Suggests a Biophysical Basis for its Dual Functions

Genomic RNA Elements Drive Phase Separation of the SARS-CoV-2 Nucleocapsid

mRNA structure regulates protein expression through changes in functional half-life

We thank all the authors who have kindly deposited and shared genome data on GISAID (Table S1) 

The authors declare no conflict of interest.