id	sid	tid	token	lemma	pos
r781wd4098p	1	1	nowadays	nowadays	ADV
r781wd4098p	1	2	,	,	PUNCT
r781wd4098p	1	3	over	over	ADP
r781wd4098p	1	4	80	80	NUM
r781wd4098p	1	5	%	%	NOUN
r781wd4098p	1	6	of	of	ADP
r781wd4098p	1	7	energy	energy	NOUN
r781wd4098p	1	8	supply	supply	NOUN
r781wd4098p	1	9	relies	rely	VERB
r781wd4098p	1	10	on	on	ADP
r781wd4098p	1	11	the	the	DET
r781wd4098p	1	12	nonrenewable	nonrenewable	ADJ
r781wd4098p	1	13	and	and	CCONJ
r781wd4098p	1	14	environmental	environmental	ADJ
r781wd4098p	1	15	unfriendly	unfriendly	ADJ
r781wd4098p	1	16	fossil	fossil	ADJ
r781wd4098p	1	17	fuels	fuel	NOUN
r781wd4098p	1	18	.	.	PUNCT
r781wd4098p	2	1	meanwhile	meanwhile	ADV
r781wd4098p	2	2	,	,	PUNCT
r781wd4098p	2	3	occurrence	occurrence	NOUN
r781wd4098p	2	4	of	of	ADP
r781wd4098p	2	5	pharmaceuticals	pharmaceutical	NOUN
r781wd4098p	2	6	and	and	CCONJ
r781wd4098p	2	7	chemicals	chemical	NOUN
r781wd4098p	2	8	originated	originate	VERB
r781wd4098p	2	9	from	from	ADP
r781wd4098p	2	10	our	our	PRON
r781wd4098p	2	11	daily	daily	ADJ
r781wd4098p	2	12	life	life	NOUN
r781wd4098p	2	13	and	and	CCONJ
r781wd4098p	2	14	industrial	industrial	ADJ
r781wd4098p	2	15	activities	activity	NOUN
r781wd4098p	2	16	but	but	CCONJ
r781wd4098p	2	17	associated	associate	VERB
r781wd4098p	2	18	with	with	ADP
r781wd4098p	2	19	potential	potential	ADJ
r781wd4098p	2	20	environmental	environmental	ADJ
r781wd4098p	2	21	risks	risk	NOUN
r781wd4098p	2	22	in	in	ADP
r781wd4098p	2	23	the	the	DET
r781wd4098p	2	24	aquatic	aquatic	ADJ
r781wd4098p	2	25	environment	environment	NOUN
r781wd4098p	2	26	evokes	evoke	VERB
r781wd4098p	2	27	increasing	increase	VERB
r781wd4098p	2	28	public	public	ADJ
r781wd4098p	2	29	concern	concern	NOUN
r781wd4098p	2	30	about	about	ADP
r781wd4098p	2	31	reclaimed	reclaimed	ADJ
r781wd4098p	2	32	water	water	NOUN
r781wd4098p	2	33	.	.	PUNCT
r781wd4098p	3	1	this	this	DET
r781wd4098p	3	2	research	research	NOUN
r781wd4098p	3	3	stays	stay	VERB
r781wd4098p	3	4	at	at	ADP
r781wd4098p	3	5	the	the	DET
r781wd4098p	3	6	interface	interface	NOUN
r781wd4098p	3	7	of	of	ADP
r781wd4098p	3	8	environmental	environmental	ADJ
r781wd4098p	3	9	engineering	engineering	NOUN
r781wd4098p	3	10	and	and	CCONJ
r781wd4098p	3	11	metabolic	metabolic	NOUN
r781wd4098p	3	12	engineering	engineering	NOUN
r781wd4098p	3	13	,	,	PUNCT
r781wd4098p	3	14	with	with	ADP
r781wd4098p	3	15	the	the	DET
r781wd4098p	3	16	goal	goal	NOUN
r781wd4098p	3	17	of	of	ADP
r781wd4098p	3	18	manipulating	manipulate	VERB
r781wd4098p	3	19	and	and	CCONJ
r781wd4098p	3	20	engineering	engineer	VERB
r781wd4098p	3	21	yeast	yeast	NOUN
r781wd4098p	3	22	to	to	PART
r781wd4098p	3	23	enhance	enhance	VERB
r781wd4098p	3	24	renewable	renewable	ADJ
r781wd4098p	3	25	energy	energy	NOUN
r781wd4098p	3	26	biofuel	biofuel	NOUN
r781wd4098p	3	27	production	production	NOUN
r781wd4098p	3	28	from	from	ADP
r781wd4098p	3	29	lignocellulosic	lignocellulosic	NOUN
r781wd4098p	3	30	residues	residue	NOUN
r781wd4098p	3	31	and	and	CCONJ
r781wd4098p	3	32	to	to	PART
r781wd4098p	3	33	treat	treat	VERB
r781wd4098p	3	34	contaminants	contaminant	NOUN
r781wd4098p	3	35	of	of	ADP
r781wd4098p	3	36	emerging	emerge	VERB
r781wd4098p	3	37	concerns	concern	NOUN
r781wd4098p	3	38	for	for	ADP
r781wd4098p	3	39	water	water	NOUN
r781wd4098p	3	40	reuse	reuse	PROPN
r781wd4098p	3	41	/	/	SYM
r781wd4098p	3	42	reclamation.the	reclamation.the	DET
r781wd4098p	3	43	development	development	NOUN
r781wd4098p	3	44	of	of	ADP
r781wd4098p	3	45	robust	robust	ADJ
r781wd4098p	3	46	microbial	microbial	ADJ
r781wd4098p	3	47	systems	system	NOUN
r781wd4098p	3	48	to	to	PART
r781wd4098p	3	49	utilize	utilize	VERB
r781wd4098p	3	50	renewable	renewable	ADJ
r781wd4098p	3	51	feedstock	feedstock	NOUN
r781wd4098p	3	52	effectively	effectively	ADV
r781wd4098p	3	53	is	be	AUX
r781wd4098p	3	54	important	important	ADJ
r781wd4098p	3	55	for	for	ADP
r781wd4098p	3	56	high	high	ADJ
r781wd4098p	3	57	-	-	PUNCT
r781wd4098p	3	58	titer	titer	NOUN
r781wd4098p	3	59	biofuels	biofuel	NOUN
r781wd4098p	3	60	production	production	NOUN
r781wd4098p	3	61	.	.	PUNCT
r781wd4098p	4	1	lignocellulosic	lignocellulosic	PROPN
r781wd4098p	4	2	biomass	biomass	PROPN
r781wd4098p	4	3	has	have	AUX
r781wd4098p	4	4	been	be	AUX
r781wd4098p	4	5	identified	identify	VERB
r781wd4098p	4	6	as	as	ADP
r781wd4098p	4	7	a	a	DET
r781wd4098p	4	8	promising	promising	ADJ
r781wd4098p	4	9	source	source	NOUN
r781wd4098p	4	10	to	to	PART
r781wd4098p	4	11	produce	produce	VERB
r781wd4098p	4	12	renewable	renewable	ADJ
r781wd4098p	4	13	biofuels	biofuel	NOUN
r781wd4098p	4	14	but	but	CCONJ
r781wd4098p	4	15	the	the	DET
r781wd4098p	4	16	pretreatment	pretreatment	NOUN
r781wd4098p	4	17	of	of	ADP
r781wd4098p	4	18	lignocellulosic	lignocellulosic	PROPN
r781wd4098p	4	19	biomass	biomass	PROPN
r781wd4098p	4	20	generates	generate	VERB
r781wd4098p	4	21	lignocellulosic	lignocellulosic	PROPN
r781wd4098p	4	22	hydrolysate	hydrolysate	NOUN
r781wd4098p	4	23	that	that	PRON
r781wd4098p	4	24	contains	contain	VERB
r781wd4098p	4	25	fermentation	fermentation	NOUN
r781wd4098p	4	26	inhibitors	inhibitor	NOUN
r781wd4098p	4	27	.	.	PUNCT
r781wd4098p	5	1	the	the	DET
r781wd4098p	5	2	fermentation	fermentation	NOUN
r781wd4098p	5	3	inhibitors	inhibitor	NOUN
r781wd4098p	5	4	will	will	AUX
r781wd4098p	5	5	adversely	adversely	ADV
r781wd4098p	5	6	affect	affect	VERB
r781wd4098p	5	7	the	the	DET
r781wd4098p	5	8	growth	growth	NOUN
r781wd4098p	5	9	of	of	ADP
r781wd4098p	5	10	industrial	industrial	ADJ
r781wd4098p	5	11	microorganisms	microorganism	NOUN
r781wd4098p	5	12	such	such	ADJ
r781wd4098p	5	13	as	as	ADP
r781wd4098p	5	14	saccharomyces	saccharomyce	NOUN
r781wd4098p	5	15	cerevisiae	cerevisiae	NOUN
r781wd4098p	5	16	and	and	CCONJ
r781wd4098p	5	17	prevent	prevent	VERB
r781wd4098p	5	18	economic	economic	ADJ
r781wd4098p	5	19	production	production	NOUN
r781wd4098p	5	20	of	of	ADP
r781wd4098p	5	21	lignocellulosic	lignocellulosic	PROPN
r781wd4098p	5	22	biofuels	biofuel	NOUN
r781wd4098p	5	23	.	.	PUNCT
r781wd4098p	6	1	therefore	therefore	ADV
r781wd4098p	6	2	,	,	PUNCT
r781wd4098p	6	3	it	it	PRON
r781wd4098p	6	4	is	be	AUX
r781wd4098p	6	5	critical	critical	ADJ
r781wd4098p	6	6	to	to	PART
r781wd4098p	6	7	engineer	engineer	VERB
r781wd4098p	6	8	microbial	microbial	ADJ
r781wd4098p	6	9	cell	cell	NOUN
r781wd4098p	6	10	systems	system	NOUN
r781wd4098p	6	11	with	with	ADP
r781wd4098p	6	12	enhanced	enhanced	ADJ
r781wd4098p	6	13	resistance	resistance	NOUN
r781wd4098p	6	14	to	to	ADP
r781wd4098p	6	15	fermentation	fermentation	NOUN
r781wd4098p	6	16	inhibitors	inhibitor	NOUN
r781wd4098p	6	17	.	.	PUNCT
r781wd4098p	7	1	this	this	DET
r781wd4098p	7	2	study	study	NOUN
r781wd4098p	7	3	employed	employ	VERB
r781wd4098p	7	4	a	a	DET
r781wd4098p	7	5	genomic	genomic	NOUN
r781wd4098p	7	6	library	library	NOUN
r781wd4098p	7	7	based	base	VERB
r781wd4098p	7	8	inverse	inverse	ADJ
r781wd4098p	7	9	metabolic	metabolic	NOUN
r781wd4098p	7	10	engineering	engineering	NOUN
r781wd4098p	7	11	approach	approach	NOUN
r781wd4098p	7	12	to	to	PART
r781wd4098p	7	13	successfully	successfully	ADV
r781wd4098p	7	14	identify	identify	VERB
r781wd4098p	7	15	a	a	DET
r781wd4098p	7	16	novel	novel	ADJ
r781wd4098p	7	17	gene	gene	NOUN
r781wd4098p	7	18	target	target	NOUN
r781wd4098p	7	19	whi2	whi2	PROPN
r781wd4098p	7	20	which	which	PRON
r781wd4098p	7	21	elicited	elicit	VERB
r781wd4098p	7	22	improved	improve	VERB
r781wd4098p	7	23	acetic	acetic	ADJ
r781wd4098p	7	24	acid	acid	NOUN
r781wd4098p	7	25	resistance	resistance	NOUN
r781wd4098p	7	26	in	in	ADP
r781wd4098p	7	27	s.	s.	PROPN
r781wd4098p	7	28	cerevisiae	cerevisiae	NOUN
r781wd4098p	7	29	.	.	PUNCT
r781wd4098p	8	1	based	base	VERB
r781wd4098p	8	2	on	on	ADP
r781wd4098p	8	3	this	this	DET
r781wd4098p	8	4	study	study	NOUN
r781wd4098p	8	5	,	,	PUNCT
r781wd4098p	8	6	we	we	PRON
r781wd4098p	8	7	developed	develop	VERB
r781wd4098p	8	8	an	an	DET
r781wd4098p	8	9	engineered	engineer	VERB
r781wd4098p	8	10	yeast	yeast	NOUN
r781wd4098p	8	11	strain	strain	NOUN
r781wd4098p	8	12	yc1	yc1	NUM
r781wd4098p	8	13	with	with	ADP
r781wd4098p	8	14	superior	superior	ADJ
r781wd4098p	8	15	resistance	resistance	NOUN
r781wd4098p	8	16	to	to	ADP
r781wd4098p	8	17	acetic	acetic	ADJ
r781wd4098p	8	18	acid	acid	NOUN
r781wd4098p	8	19	,	,	PUNCT
r781wd4098p	8	20	furfural	furfural	ADJ
r781wd4098p	8	21	and	and	CCONJ
r781wd4098p	8	22	their	their	PRON
r781wd4098p	8	23	mixture	mixture	NOUN
r781wd4098p	8	24	.	.	PUNCT
r781wd4098p	9	1	the	the	DET
r781wd4098p	9	2	transcriptional	transcriptional	ADJ
r781wd4098p	9	3	changes	change	NOUN
r781wd4098p	9	4	in	in	ADP
r781wd4098p	9	5	yc1	yc1	NUM
r781wd4098p	9	6	versus	versus	ADP
r781wd4098p	9	7	the	the	DET
r781wd4098p	9	8	wild	wild	ADJ
r781wd4098p	9	9	-	-	PUNCT
r781wd4098p	9	10	type	type	NOUN
r781wd4098p	9	11	strain	strain	NOUN
r781wd4098p	9	12	s	s	NOUN
r781wd4098p	9	13	-	-	NOUN
r781wd4098p	9	14	c1	c1	NOUN
r781wd4098p	9	15	under	under	ADP
r781wd4098p	9	16	three	three	NUM
r781wd4098p	9	17	different	different	ADJ
r781wd4098p	9	18	inhibitor	inhibitor	NOUN
r781wd4098p	9	19	conditions	condition	NOUN
r781wd4098p	9	20	,	,	PUNCT
r781wd4098p	9	21	including	include	VERB
r781wd4098p	9	22	acetic	acetic	ADJ
r781wd4098p	9	23	acid	acid	NOUN
r781wd4098p	9	24	alone	alone	ADV
r781wd4098p	9	25	,	,	PUNCT
r781wd4098p	9	26	furfural	furfural	ADJ
r781wd4098p	9	27	alone	alone	ADV
r781wd4098p	9	28	and	and	CCONJ
r781wd4098p	9	29	mixture	mixture	NOUN
r781wd4098p	9	30	of	of	ADP
r781wd4098p	9	31	acetic	acetic	ADJ
r781wd4098p	9	32	acid	acid	NOUN
r781wd4098p	9	33	and	and	CCONJ
r781wd4098p	9	34	furfural	furfural	ADJ
r781wd4098p	9	35	were	be	AUX
r781wd4098p	9	36	determined	determine	VERB
r781wd4098p	9	37	through	through	ADP
r781wd4098p	9	38	rna	rna	NOUN
r781wd4098p	9	39	sequencing	sequencing	NOUN
r781wd4098p	9	40	.	.	PUNCT
r781wd4098p	10	1	the	the	DET
r781wd4098p	10	2	establishment	establishment	NOUN
r781wd4098p	10	3	of	of	ADP
r781wd4098p	10	4	green	green	ADJ
r781wd4098p	10	5	and	and	CCONJ
r781wd4098p	10	6	cost	cost	NOUN
r781wd4098p	10	7	-	-	PUNCT
r781wd4098p	10	8	effective	effective	ADJ
r781wd4098p	10	9	biotechnology	biotechnology	NOUN
r781wd4098p	10	10	to	to	PART
r781wd4098p	10	11	treat	treat	VERB
r781wd4098p	10	12	emerging	emerge	VERB
r781wd4098p	10	13	contaminants	contaminant	NOUN
r781wd4098p	10	14	is	be	AUX
r781wd4098p	10	15	also	also	ADV
r781wd4098p	10	16	important	important	ADJ
r781wd4098p	10	17	for	for	ADP
r781wd4098p	10	18	advancing	advance	VERB
r781wd4098p	10	19	water	water	NOUN
r781wd4098p	10	20	reuse	reuse	NOUN
r781wd4098p	10	21	/	/	SYM
r781wd4098p	10	22	reclamation	reclamation	NOUN
r781wd4098p	10	23	.	.	PUNCT
r781wd4098p	11	1	we	we	PRON
r781wd4098p	11	2	developed	develop	VERB
r781wd4098p	11	3	a	a	DET
r781wd4098p	11	4	new	new	ADJ
r781wd4098p	11	5	type	type	NOUN
r781wd4098p	11	6	of	of	ADP
r781wd4098p	11	7	biocatalyst	biocatalyst	NOUN
r781wd4098p	11	8	by	by	ADP
r781wd4098p	11	9	immobilizing	immobilize	VERB
r781wd4098p	11	10	fungal	fungal	ADJ
r781wd4098p	11	11	laccase	laccase	NOUN
r781wd4098p	11	12	on	on	ADP
r781wd4098p	11	13	the	the	DET
r781wd4098p	11	14	surface	surface	NOUN
r781wd4098p	11	15	of	of	ADP
r781wd4098p	11	16	yeast	yeast	NOUN
r781wd4098p	11	17	cells	cell	NOUN
r781wd4098p	11	18	using	use	VERB
r781wd4098p	11	19	synthetic	synthetic	ADJ
r781wd4098p	11	20	biology	biology	NOUN
r781wd4098p	11	21	techniques	technique	NOUN
r781wd4098p	11	22	.	.	PUNCT
r781wd4098p	12	1	followed	follow	VERB
r781wd4098p	12	2	by	by	ADP
r781wd4098p	12	3	sdl	sdl	PROPN
r781wd4098p	12	4	study	study	NOUN
r781wd4098p	12	5	,	,	PUNCT
r781wd4098p	12	6	we	we	PRON
r781wd4098p	12	7	fabricated	fabricate	VERB
r781wd4098p	12	8	biocatalytic	biocatalytic	ADJ
r781wd4098p	12	9	membranes	membrane	NOUN
r781wd4098p	12	10	(	(	PUNCT
r781wd4098p	12	11	bcms	bcms	NOUN
r781wd4098p	12	12	)	)	PUNCT
r781wd4098p	12	13	by	by	ADP
r781wd4098p	12	14	immobilizing	immobilize	VERB
r781wd4098p	12	15	sdl	sdl	NOUN
r781wd4098p	12	16	on	on	ADP
r781wd4098p	12	17	microporous	microporous	ADJ
r781wd4098p	12	18	membranes	membrane	NOUN
r781wd4098p	12	19	via	via	ADP
r781wd4098p	12	20	inkjet	inkjet	NOUN
r781wd4098p	12	21	printing	printing	NOUN
r781wd4098p	12	22	and	and	CCONJ
r781wd4098p	12	23	chemical	chemical	NOUN
r781wd4098p	12	24	crosslinking	crosslinking	NOUN
r781wd4098p	12	25	.	.	PUNCT
r781wd4098p	13	1	both	both	PRON
r781wd4098p	13	2	sdl	sdl	VERB
r781wd4098p	13	3	and	and	CCONJ
r781wd4098p	13	4	bcms	bcms	PROPN
r781wd4098p	13	5	could	could	AUX
r781wd4098p	13	6	effectively	effectively	ADV
r781wd4098p	13	7	treat	treat	VERB
r781wd4098p	13	8	emerging	emerge	VERB
r781wd4098p	13	9	contaminants	contaminant	NOUN
r781wd4098p	13	10	.	.	PUNCT
r781wd4098p	14	1	the	the	DET
r781wd4098p	14	2	research	research	NOUN
r781wd4098p	14	3	offers	offer	VERB
r781wd4098p	14	4	a	a	DET
r781wd4098p	14	5	practice	practice	NOUN
r781wd4098p	14	6	to	to	PART
r781wd4098p	14	7	develop	develop	VERB
r781wd4098p	14	8	robust	robust	ADJ
r781wd4098p	14	9	strains	strain	NOUN
r781wd4098p	14	10	for	for	ADP
r781wd4098p	14	11	enhanced	enhanced	ADJ
r781wd4098p	14	12	lignocellulosic	lignocellulosic	NOUN
r781wd4098p	14	13	biofuel	biofuel	NOUN
r781wd4098p	14	14	production	production	NOUN
r781wd4098p	14	15	and	and	CCONJ
r781wd4098p	14	16	a	a	DET
r781wd4098p	14	17	novel	novel	ADJ
r781wd4098p	14	18	category	category	NOUN
r781wd4098p	14	19	of	of	ADP
r781wd4098p	14	20	enzyme	enzyme	NOUN
r781wd4098p	14	21	biocatalysts	biocatalyst	NOUN
r781wd4098p	14	22	for	for	ADP
r781wd4098p	14	23	treating	treat	VERB
r781wd4098p	14	24	emerging	emerge	VERB
r781wd4098p	14	25	contaminants	contaminant	NOUN
r781wd4098p	14	26	for	for	ADP
r781wd4098p	14	27	water	water	NOUN
r781wd4098p	14	28	reuse	reuse	NOUN
r781wd4098p	14	29	.	.	PUNCT
r781wd4098p	15	1	our	our	PRON
r781wd4098p	15	2	data	datum	NOUN
r781wd4098p	15	3	demonstrated	demonstrate	VERB
r781wd4098p	15	4	the	the	DET
r781wd4098p	15	5	effectiveness	effectiveness	NOUN
r781wd4098p	15	6	of	of	ADP
r781wd4098p	15	7	engineered	engineer	VERB
r781wd4098p	15	8	cell	cell	NOUN
r781wd4098p	15	9	systems	system	NOUN
r781wd4098p	15	10	in	in	ADP
r781wd4098p	15	11	advancing	advance	VERB
r781wd4098p	15	12	renewable	renewable	ADJ
r781wd4098p	15	13	energy	energy	NOUN
r781wd4098p	15	14	production	production	NOUN
r781wd4098p	15	15	and	and	CCONJ
r781wd4098p	15	16	water	water	NOUN
r781wd4098p	15	17	treatment	treatment	NOUN
r781wd4098p	15	18	.	.	PUNCT
r781wd4098p	16	1	these	these	PRON
r781wd4098p	16	2	and	and	CCONJ
r781wd4098p	16	3	similar	similar	ADJ
r781wd4098p	16	4	cell	cell	NOUN
r781wd4098p	16	5	systems	system	NOUN
r781wd4098p	16	6	could	could	AUX
r781wd4098p	16	7	have	have	VERB
r781wd4098p	16	8	a	a	DET
r781wd4098p	16	9	critical	critical	ADJ
r781wd4098p	16	10	role	role	NOUN
r781wd4098p	16	11	in	in	ADP
r781wd4098p	16	12	addressing	address	VERB
r781wd4098p	16	13	other	other	ADJ
r781wd4098p	16	14	challenges	challenge	NOUN
r781wd4098p	16	15	towards	towards	ADP
r781wd4098p	16	16	environmental	environmental	ADJ
r781wd4098p	16	17	sustainability	sustainability	NOUN
r781wd4098p	16	18	.	.	PUNCT