id	sid	tid	token	lemma	pos
cajgh-163	1	1	cajgh_template	cajgh_template	ADJ
cajgh-163	1	2	new	new	ADJ
cajgh-163	1	3	articles	article	NOUN
cajgh-163	1	4	in	in	ADP
cajgh-163	1	5	this	this	DET
cajgh-163	1	6	journal	journal	NOUN
cajgh-163	1	7	are	be	AUX
cajgh-163	1	8	licensed	license	VERB
cajgh-163	1	9	under	under	ADP
cajgh-163	1	10	a	a	DET
cajgh-163	1	11	creative	creative	ADJ
cajgh-163	1	12	commons	common	NOUN
cajgh-163	1	13	attribution	attribution	NOUN
cajgh-163	1	14	4.0	4.0	NUM
cajgh-163	1	15	united	unite	VERB
cajgh-163	1	16	states	states	PROPN
cajgh-163	1	17	license	license	NOUN
cajgh-163	1	18	.	.	PUNCT
cajgh-163	2	1	this	this	DET
cajgh-163	2	2	journal	journal	NOUN
cajgh-163	2	3	is	be	AUX
cajgh-163	2	4	published	publish	VERB
cajgh-163	2	5	by	by	ADP
cajgh-163	2	6	the	the	DET
cajgh-163	2	7	university	university	NOUN
cajgh-163	2	8	library	library	NOUN
cajgh-163	2	9	system	system	NOUN
cajgh-163	2	10	of	of	ADP
cajgh-163	2	11	the	the	DET
cajgh-163	2	12	university	university	PROPN
cajgh-163	2	13	of	of	ADP
cajgh-163	2	14	pittsburgh	pittsburgh	PROPN
cajgh-163	2	15	as	as	ADP
cajgh-163	2	16	part	part	NOUN
cajgh-163	2	17	of	of	ADP
cajgh-163	2	18	its	its	PRON
cajgh-163	2	19	d	d	NOUN
cajgh-163	2	20	-	-	PUNCT
cajgh-163	2	21	scribe	scribe	VERB
cajgh-163	2	22	digital	digital	ADJ
cajgh-163	2	23	publishing	publishing	NOUN
cajgh-163	2	24	program	program	NOUN
cajgh-163	2	25	and	and	CCONJ
cajgh-163	2	26	is	be	AUX
cajgh-163	2	27	cosponsored	cosponsor	VERB
cajgh-163	2	28	by	by	ADP
cajgh-163	2	29	the	the	DET
cajgh-163	2	30	university	university	PROPN
cajgh-163	2	31	of	of	ADP
cajgh-163	2	32	pittsburgh	pittsburgh	PROPN
cajgh-163	2	33	press	press	PROPN
cajgh-163	2	34	.	.	PUNCT
cajgh-163	3	1	metagenomic	metagenomic	ADJ
cajgh-163	3	2	analysis	analysis	NOUN
cajgh-163	3	3	of	of	ADP
cajgh-163	3	4	koumiss	koumiss	NOUN
cajgh-163	3	5	in	in	ADP
cajgh-163	3	6	kazakhstan	kazakhstan	PROPN
cajgh-163	3	7	samat	samat	PROPN
cajgh-163	3	8	kozhakhmetov1	kozhakhmetov1	PROPN
cajgh-163	3	9	,	,	PUNCT
cajgh-163	3	10	indira	indira	PROPN
cajgh-163	3	11	tynybayeva1	tynybayeva1	PROPN
cajgh-163	3	12	,	,	PUNCT
cajgh-163	3	13	dinara	dinara	PROPN
cajgh-163	3	14	baikhanova2	baikhanova2	PROPN
cajgh-163	3	15	,	,	PUNCT
cajgh-163	3	16	saule	saule	PROPN
cajgh-163	3	17	saduakhasova1	saduakhasova1	PROPN
cajgh-163	3	18	,	,	PUNCT
cajgh-163	3	19	gulnar	gulnar	PROPN
cajgh-163	3	20	shakhabayeva1	shakhabayeva1	PROPN
cajgh-163	3	21	,	,	PUNCT
cajgh-163	3	22	almagul	almagul	PROPN
cajgh-163	3	23	kushugulova1	kushugulova1	PROPN
cajgh-163	3	24	,	,	PUNCT
cajgh-163	3	25	talgat	talgat	ADJ
cajgh-163	3	26	nurgozhin1	nurgozhin1	ADV
cajgh-163	3	27	,	,	PUNCT
cajgh-163	3	28	zhaxybay	zhaxybay	ADJ
cajgh-163	3	29	zhumadilov1	zhumadilov1	PROPN
cajgh-163	3	30	1center	1center	NUM
cajgh-163	3	31	for	for	ADP
cajgh-163	3	32	life	life	NOUN
cajgh-163	3	33	sciences	science	NOUN
cajgh-163	3	34	,	,	PUNCT
cajgh-163	3	35	nazarbayev	nazarbayev	ADJ
cajgh-163	3	36	university	university	NOUN
cajgh-163	3	37	,	,	PUNCT
cajgh-163	3	38	astana	astana	PROPN
cajgh-163	3	39	,	,	PUNCT
cajgh-163	3	40	kazakhstan	kazakhstan	PROPN
cajgh-163	3	41	;	;	PUNCT
cajgh-163	3	42	2eurasian	2eurasian	NUM
cajgh-163	3	43	national	national	ADJ
cajgh-163	3	44	university	university	NOUN
cajgh-163	3	45	,	,	PUNCT
cajgh-163	3	46	astana	astana	PROPN
cajgh-163	3	47	,	,	PUNCT
cajgh-163	3	48	kazakhstan	kazakhstan	PROPN
cajgh-163	3	49	vol	vol	NOUN
cajgh-163	3	50	.	.	PROPN
cajgh-163	4	1	3	3	NUM
cajgh-163	4	2	,	,	PUNCT
cajgh-163	4	3	suppl	suppl	ADJ
cajgh-163	4	4	.	.	PUNCT
cajgh-163	5	1	(	(	PUNCT
cajgh-163	5	2	2014	2014	NUM
cajgh-163	5	3	)	)	PUNCT
cajgh-163	5	4	|	|	ADV
cajgh-163	5	5	issn	issn	VERB
cajgh-163	5	6	2166	2166	NUM
cajgh-163	5	7	-	-	SYM
cajgh-163	5	8	7403	7403	NUM
cajgh-163	5	9	(	(	PUNCT
cajgh-163	5	10	online	online	ADJ
cajgh-163	5	11	)	)	PUNCT
cajgh-163	5	12	doi	doi	NOUN
cajgh-163	5	13	10.5195	10.5195	NUM
cajgh-163	5	14	/	/	SYM
cajgh-163	5	15	cajgh.2014.163	cajgh.2014.163	PROPN
cajgh-163	5	16	|	|	NOUN
cajgh-163	5	17	http://cajgh.pitt.edu	http://cajgh.pitt.edu	VERB
cajgh-163	5	18	http://www.library.pitt.edu/	http://www.library.pitt.edu/	PROPN
cajgh-163	5	19	http://www.pitt.edu/	http://www.pitt.edu/	NOUN
cajgh-163	5	20	http://www.library.pitt.edu/articles/digpubtype/index.html	http://www.library.pitt.edu/articles/digpubtype/index.html	X
cajgh-163	6	1	http://www.upress.pitt.edu/upressindex.aspx	http://www.upress.pitt.edu/upressindex.aspx	PROPN
cajgh-163	6	2	http://creativecommons.org/licenses/by/3.0/us/	http://creativecommons.org/licenses/by/3.0/us/	NOUN
cajgh-163	6	3	kozhakhmetov	kozhakhmetov	X
cajgh-163	6	4	this	this	DET
cajgh-163	6	5	work	work	NOUN
cajgh-163	6	6	is	be	AUX
cajgh-163	6	7	licensed	license	VERB
cajgh-163	6	8	under	under	ADP
cajgh-163	6	9	a	a	DET
cajgh-163	6	10	creative	creative	ADJ
cajgh-163	6	11	commons	common	NOUN
cajgh-163	6	12	attribution	attribution	NOUN
cajgh-163	6	13	4.0	4.0	NUM
cajgh-163	6	14	united	unite	VERB
cajgh-163	6	15	states	states	PROPN
cajgh-163	6	16	license	license	NOUN
cajgh-163	6	17	.	.	PUNCT
cajgh-163	7	1	this	this	DET
cajgh-163	7	2	journal	journal	NOUN
cajgh-163	7	3	is	be	AUX
cajgh-163	7	4	published	publish	VERB
cajgh-163	7	5	by	by	ADP
cajgh-163	7	6	the	the	DET
cajgh-163	7	7	university	university	NOUN
cajgh-163	7	8	library	library	NOUN
cajgh-163	7	9	system	system	NOUN
cajgh-163	7	10	of	of	ADP
cajgh-163	7	11	the	the	DET
cajgh-163	7	12	university	university	PROPN
cajgh-163	7	13	of	of	ADP
cajgh-163	7	14	pittsburgh	pittsburgh	PROPN
cajgh-163	7	15	as	as	ADP
cajgh-163	7	16	part	part	NOUN
cajgh-163	7	17	of	of	ADP
cajgh-163	7	18	its	its	PRON
cajgh-163	7	19	d	d	NOUN
cajgh-163	7	20	-	-	PUNCT
cajgh-163	7	21	scribe	scribe	VERB
cajgh-163	7	22	digital	digital	ADJ
cajgh-163	7	23	publishing	publishing	NOUN
cajgh-163	7	24	program	program	NOUN
cajgh-163	7	25	and	and	CCONJ
cajgh-163	7	26	is	be	AUX
cajgh-163	7	27	cosponsored	cosponsor	VERB
cajgh-163	7	28	by	by	ADP
cajgh-163	7	29	the	the	DET
cajgh-163	7	30	university	university	PROPN
cajgh-163	7	31	of	of	ADP
cajgh-163	7	32	pittsburgh	pittsburgh	PROPN
cajgh-163	7	33	press	press	NOUN
cajgh-163	7	34	.	.	PUNCT
cajgh-163	8	1	central	central	ADJ
cajgh-163	8	2	asian	asian	ADJ
cajgh-163	8	3	journal	journal	NOUN
cajgh-163	8	4	of	of	ADP
cajgh-163	8	5	global	global	ADJ
cajgh-163	8	6	health	health	NOUN
cajgh-163	8	7	volume	volume	NOUN
cajgh-163	8	8	3	3	NUM
cajgh-163	8	9	,	,	PUNCT
cajgh-163	8	10	suppl	suppl	ADJ
cajgh-163	8	11	.	.	PUNCT
cajgh-163	9	1	(	(	PUNCT
cajgh-163	9	2	2014	2014	NUM
cajgh-163	9	3	)	)	PUNCT
cajgh-163	9	4	|	|	ADV
cajgh-163	9	5	issn	issn	VERB
cajgh-163	9	6	2166	2166	NUM
cajgh-163	9	7	-	-	SYM
cajgh-163	9	8	7403	7403	NUM
cajgh-163	9	9	(	(	PUNCT
cajgh-163	9	10	online	online	ADJ
cajgh-163	9	11	)	)	PUNCT
cajgh-163	9	12	|	|	ADV
cajgh-163	9	13	doi	doi	X
cajgh-163	9	14	10.5195	10.5195	NUM
cajgh-163	9	15	/	/	SYM
cajgh-163	9	16	cajgh.2014.163	cajgh.2014.163	PROPN
cajgh-163	10	1	|	|	NOUN
cajgh-163	10	2	http://cajgh.pitt.edu	http://cajgh.pitt.edu	VERB
cajgh-163	10	3	abstract	abstract	ADJ
cajgh-163	10	4	introduction	introduction	NOUN
cajgh-163	10	5	.	.	PUNCT
cajgh-163	11	1	koumiss	koumiss	PROPN
cajgh-163	11	2	is	be	AUX
cajgh-163	11	3	a	a	DET
cajgh-163	11	4	low	low	ADJ
cajgh-163	11	5	-	-	PUNCT
cajgh-163	11	6	alcohol	alcohol	NOUN
cajgh-163	11	7	product	product	NOUN
cajgh-163	11	8	made	make	VERB
cajgh-163	11	9	from	from	ADP
cajgh-163	11	10	fermented	ferment	VERB
cajgh-163	11	11	mare	mare	NOUN
cajgh-163	11	12	's	's	PART
cajgh-163	11	13	milk	milk	NOUN
cajgh-163	11	14	,	,	PUNCT
cajgh-163	11	15	which	which	PRON
cajgh-163	11	16	is	be	AUX
cajgh-163	11	17	popular	popular	ADJ
cajgh-163	11	18	in	in	ADP
cajgh-163	11	19	kazakhstan	kazakhstan	PROPN
cajgh-163	11	20	,	,	PUNCT
cajgh-163	11	21	russia	russia	PROPN
cajgh-163	11	22	,	,	PUNCT
cajgh-163	11	23	and	and	CCONJ
cajgh-163	11	24	other	other	ADJ
cajgh-163	11	25	countries	country	NOUN
cajgh-163	11	26	of	of	ADP
cajgh-163	11	27	central	central	PROPN
cajgh-163	11	28	asia	asia	PROPN
cajgh-163	11	29	,	,	PUNCT
cajgh-163	11	30	china	china	PROPN
cajgh-163	11	31	,	,	PUNCT
cajgh-163	11	32	and	and	CCONJ
cajgh-163	11	33	mongolia	mongolia	PROPN
cajgh-163	11	34	.	.	PUNCT
cajgh-163	11	35	natural	natural	ADJ
cajgh-163	11	36	mare	mare	PROPN
cajgh-163	11	37	's	's	PART
cajgh-163	11	38	milk	milk	NOUN
cajgh-163	11	39	is	be	AUX
cajgh-163	11	40	fermented	ferment	VERB
cajgh-163	11	41	in	in	ADP
cajgh-163	11	42	symbiosis	symbiosis	NOUN
cajgh-163	11	43	of	of	ADP
cajgh-163	11	44	two	two	NUM
cajgh-163	11	45	types	type	NOUN
cajgh-163	11	46	of	of	ADP
cajgh-163	11	47	microorganisms	microorganism	NOUN
cajgh-163	11	48	(	(	PUNCT
cajgh-163	11	49	lactobacteria	lactobacteria	NOUN
cajgh-163	11	50	and	and	CCONJ
cajgh-163	11	51	yeast	yeast	NOUN
cajgh-163	11	52	)	)	PUNCT
cajgh-163	11	53	.	.	PUNCT
cajgh-163	12	1	koumiss	koumiss	PROPN
cajgh-163	12	2	’s	’s	PART
cajgh-163	12	3	microbial	microbial	ADJ
cajgh-163	12	4	composition	composition	NOUN
cajgh-163	12	5	varies	vary	VERB
cajgh-163	12	6	depending	depend	VERB
cajgh-163	12	7	on	on	ADP
cajgh-163	12	8	the	the	DET
cajgh-163	12	9	geographical	geographical	ADJ
cajgh-163	12	10	,	,	PUNCT
cajgh-163	12	11	climatic	climatic	ADJ
cajgh-163	12	12	,	,	PUNCT
cajgh-163	12	13	and	and	CCONJ
cajgh-163	12	14	cultural	cultural	ADJ
cajgh-163	12	15	conditions	condition	NOUN
cajgh-163	12	16	.	.	PUNCT
cajgh-163	13	1	based	base	VERB
cajgh-163	13	2	on	on	ADP
cajgh-163	13	3	a	a	DET
cajgh-163	13	4	phenotypic	phenotypic	ADJ
cajgh-163	13	5	characteristic	characteristic	NOUN
cajgh-163	13	6	from	from	ADP
cajgh-163	13	7	samples	sample	NOUN
cajgh-163	13	8	,	,	PUNCT
cajgh-163	13	9	wu	wu	PROPN
cajgh-163	13	10	,	,	PUNCT
cajgh-163	13	11	r.	r.	PROPN
cajgh-163	13	12	and	and	CCONJ
cajgh-163	13	13	colleagues	colleague	NOUN
cajgh-163	13	14	identified	identify	VERB
cajgh-163	13	15	the	the	DET
cajgh-163	13	16	following	follow	VERB
cajgh-163	13	17	bacteria	bacteria	NOUN
cajgh-163	13	18	isolated	isolate	VERB
cajgh-163	13	19	in	in	ADP
cajgh-163	13	20	inner	inner	ADJ
cajgh-163	13	21	mongolia	mongolia	PROPN
cajgh-163	13	22	,	,	PUNCT
cajgh-163	13	23	an	an	DET
cajgh-163	13	24	autonomous	autonomous	ADJ
cajgh-163	13	25	region	region	NOUN
cajgh-163	13	26	of	of	ADP
cajgh-163	13	27	china	china	PROPN
cajgh-163	13	28	:	:	PUNCT
cajgh-163	13	29	l.casei	l.casei	VERB
cajgh-163	13	30	,	,	PUNCT
cajgh-163	13	31	l.helveticus	l.helveticus	NOUN
cajgh-163	13	32	,	,	PUNCT
cajgh-163	13	33	l.plantarum	l.plantarum	NOUN
cajgh-163	13	34	,	,	PUNCT
cajgh-163	13	35	l.coryniformis	l.coryniformis	NOUN
cajgh-163	13	36	subsp	subsp	NOUN
cajgh-163	13	37	.	.	PUNCT
cajgh-163	14	1	coryniformis	coryniformis	PROPN
cajgh-163	14	2	,	,	PUNCT
cajgh-163	14	3	l.paracasei	l.paracasei	NUM
cajgh-163	14	4	,	,	PUNCT
cajgh-163	14	5	l.kefiranofaciens	l.kefiranofacien	NOUN
cajgh-163	14	6	,	,	PUNCT
cajgh-163	14	7	l.curvatus	l.curvatus	ADJ
cajgh-163	14	8	,	,	PUNCT
cajgh-163	14	9	l.fermentum	l.fermentum	NOUN
cajgh-163	14	10	,	,	PUNCT
cajgh-163	14	11	and	and	CCONJ
cajgh-163	14	12	w.kandleri	w.kandleri	ADJ
cajgh-163	14	13	.	.	PUNCT
cajgh-163	15	1	studies	study	NOUN
cajgh-163	15	2	of	of	ADP
cajgh-163	15	3	the	the	DET
cajgh-163	15	4	yeast	yeast	NOUN
cajgh-163	15	5	composition	composition	NOUN
cajgh-163	15	6	in	in	ADP
cajgh-163	15	7	koumiss	koumiss	NOUN
cajgh-163	15	8	also	also	ADV
cajgh-163	15	9	showed	show	VERB
cajgh-163	15	10	significant	significant	ADJ
cajgh-163	15	11	variations	variation	NOUN
cajgh-163	15	12	.	.	PUNCT
cajgh-163	16	1	thus	thus	ADV
cajgh-163	16	2	,	,	PUNCT
cajgh-163	16	3	there	there	PRON
cajgh-163	16	4	were	be	VERB
cajgh-163	16	5	saccharomyces	saccharomyce	NOUN
cajgh-163	16	6	unisporus	unisporus	NOUN
cajgh-163	16	7	related	relate	VERB
cajgh-163	16	8	48.3	48.3	NUM
cajgh-163	16	9	%	%	NOUN
cajgh-163	16	10	of	of	ADP
cajgh-163	16	11	isolates	isolate	NOUN
cajgh-163	16	12	,	,	PUNCT
cajgh-163	16	13	to	to	PART
cajgh-163	16	14	kluyveromyces	kluyveromyce	VERB
cajgh-163	16	15	marxianus	marxianus	PROPN
cajgh-163	16	16	(	(	PUNCT
cajgh-163	16	17	27.6	27.6	NUM
cajgh-163	16	18	%	%	NOUN
cajgh-163	16	19	)	)	PUNCT
cajgh-163	16	20	,	,	PUNCT
cajgh-163	16	21	pichia	pichia	NOUN
cajgh-163	16	22	membranaefaciens	membranaefacien	NOUN
cajgh-163	16	23	(	(	PUNCT
cajgh-163	16	24	15.0	15.0	NUM
cajgh-163	16	25	%	%	NOUN
cajgh-163	16	26	)	)	PUNCT
cajgh-163	16	27	,	,	PUNCT
cajgh-163	16	28	and	and	CCONJ
cajgh-163	16	29	saccharomyces	saccharomyce	NOUN
cajgh-163	16	30	cerevisiae	cerevisiae	NOUN
cajgh-163	16	31	(	(	PUNCT
cajgh-163	16	32	9.2	9.2	NUM
cajgh-163	16	33	%	%	NOUN
cajgh-163	16	34	)	)	PUNCT
cajgh-163	16	35	from	from	ADP
cajgh-163	16	36	87	87	NUM
cajgh-163	16	37	isolated	isolate	VERB
cajgh-163	16	38	yeast	yeast	NOUN
cajgh-163	16	39	cultures	culture	NOUN
cajgh-163	16	40	.	.	PUNCT
cajgh-163	17	1	the	the	DET
cajgh-163	17	2	purpose	purpose	NOUN
cajgh-163	17	3	of	of	ADP
cajgh-163	17	4	this	this	DET
cajgh-163	17	5	study	study	NOUN
cajgh-163	17	6	was	be	AUX
cajgh-163	17	7	to	to	PART
cajgh-163	17	8	examine	examine	VERB
cajgh-163	17	9	the	the	DET
cajgh-163	17	10	bacterial	bacterial	ADJ
cajgh-163	17	11	composition	composition	NOUN
cajgh-163	17	12	in	in	ADP
cajgh-163	17	13	koumiss	koumiss	NOUN
cajgh-163	17	14	.	.	PUNCT
cajgh-163	18	1	methods	method	NOUN
cajgh-163	18	2	.	.	PUNCT
cajgh-163	19	1	to	to	PART
cajgh-163	19	2	extract	extract	VERB
cajgh-163	19	3	dna	dna	PROPN
cajgh-163	19	4	,	,	PUNCT
cajgh-163	19	5	1.8	1.8	NUM
cajgh-163	19	6	ml	ml	NOUN
cajgh-163	19	7	of	of	ADP
cajgh-163	19	8	fermented	ferment	VERB
cajgh-163	19	9	milk	milk	NOUN
cajgh-163	19	10	was	be	AUX
cajgh-163	19	11	centrifuged	centrifuge	VERB
cajgh-163	19	12	to	to	PART
cajgh-163	19	13	generate	generate	VERB
cajgh-163	19	14	a	a	DET
cajgh-163	19	15	pellet	pellet	NOUN
cajgh-163	19	16	,	,	PUNCT
cajgh-163	19	17	which	which	PRON
cajgh-163	19	18	was	be	AUX
cajgh-163	19	19	suspended	suspend	VERB
cajgh-163	19	20	in	in	ADP
cajgh-163	19	21	450	450	NUM
cajgh-163	19	22	µl	µl	NOUN
cajgh-163	19	23	of	of	ADP
cajgh-163	19	24	lysis	lysis	NOUN
cajgh-163	19	25	buffer	buffer	NOUN
cajgh-163	19	26	p1	p1	NOUN
cajgh-163	19	27	from	from	ADP
cajgh-163	19	28	the	the	DET
cajgh-163	19	29	powerfood	powerfood	ADJ
cajgh-163	19	30	microbial	microbial	ADJ
cajgh-163	19	31	dna	dna	PROPN
cajgh-163	19	32	isolation	isolation	NOUN
cajgh-163	19	33	kit	kit	NOUN
cajgh-163	19	34	(	(	PUNCT
cajgh-163	19	35	mobio	mobio	PROPN
cajgh-163	19	36	laboratories	laboratories	PROPN
cajgh-163	19	37	inc	inc	PROPN
cajgh-163	19	38	,	,	PUNCT
cajgh-163	19	39	usa	usa	PROPN
cajgh-163	19	40	)	)	PUNCT
cajgh-163	19	41	.	.	PUNCT
cajgh-163	20	1	amplification	amplification	NOUN
cajgh-163	20	2	of	of	ADP
cajgh-163	20	3	the	the	DET
cajgh-163	20	4	microflora	microflora	NOUN
cajgh-163	20	5	was	be	AUX
cajgh-163	20	6	used	use	VERB
cajgh-163	20	7	to	to	PART
cajgh-163	20	8	determine	determine	VERB
cajgh-163	20	9	the	the	DET
cajgh-163	20	10	composition	composition	NOUN
cajgh-163	20	11	of	of	ADP
cajgh-163	20	12	a	a	DET
cajgh-163	20	13	fragment	fragment	NOUN
cajgh-163	20	14	of	of	ADP
cajgh-163	20	15	the	the	DET
cajgh-163	20	16	gene	gene	NOUN
cajgh-163	20	17	16s	16s	PROPN
cajgh-163	20	18	rrna	rrna	PROPN
cajgh-163	20	19	and	and	CCONJ
cajgh-163	20	20	its1	its1	PROPN
cajgh-163	20	21	.	.	PUNCT
cajgh-163	21	1	plasmid	plasmid	ADJ
cajgh-163	21	2	library	library	NOUN
cajgh-163	21	3	with	with	ADP
cajgh-163	21	4	target	target	NOUN
cajgh-163	21	5	insertion	insertion	NOUN
cajgh-163	21	6	was	be	AUX
cajgh-163	21	7	obtained	obtain	VERB
cajgh-163	21	8	on	on	ADP
cajgh-163	21	9	the	the	DET
cajgh-163	21	10	basis	basis	NOUN
cajgh-163	21	11	of	of	ADP
cajgh-163	21	12	height	height	NOUN
cajgh-163	21	13	copy	copy	NOUN
cajgh-163	21	14	plasmid	plasmid	ADJ
cajgh-163	21	15	vectors	vector	NOUN
cajgh-163	21	16	producing	produce	VERB
cajgh-163	21	17	high	high	ADJ
cajgh-163	21	18	pgem	pgem	NOUN
cajgh-163	21	19	-	-	PUNCT
cajgh-163	21	20	t.	t.	NOUN
cajgh-163	21	21	the	the	DET
cajgh-163	21	22	definition	definition	NOUN
cajgh-163	21	23	of	of	ADP
cajgh-163	21	24	direct	direct	ADJ
cajgh-163	21	25	nucleotide	nucleotide	NOUN
cajgh-163	21	26	sequencing	sequencing	NOUN
cajgh-163	21	27	was	be	AUX
cajgh-163	21	28	performed	perform	VERB
cajgh-163	21	29	by	by	ADP
cajgh-163	21	30	the	the	DET
cajgh-163	21	31	method	method	NOUN
cajgh-163	21	32	of	of	ADP
cajgh-163	21	33	sanger	sanger	PROPN
cajgh-163	21	34	using	use	VERB
cajgh-163	21	35	a	a	DET
cajgh-163	21	36	set	set	NOUN
cajgh-163	21	37	of	of	ADP
cajgh-163	21	38	"	"	PUNCT
cajgh-163	21	39	bigdye	bigdye	NOUN
cajgh-163	21	40	terminanor	terminanor	NOUN
cajgh-163	21	41	v	v	ADP
cajgh-163	21	42	3.1	3.1	NUM
cajgh-163	21	43	cycle	cycle	NOUN
cajgh-163	21	44	sequencing	sequence	VERB
cajgh-163	21	45	kit	kit	NOUN
cajgh-163	21	46	with	with	ADP
cajgh-163	21	47	automatic	automatic	ADJ
cajgh-163	21	48	genetic	genetic	ADJ
cajgh-163	21	49	analyzer	analyzer	NOUN
cajgh-163	21	50	abi	abi	PROPN
cajgh-163	21	51	3730xl	3730xl	PROPN
cajgh-163	21	52	(	(	PUNCT
cajgh-163	21	53	applied	apply	VERB
cajgh-163	21	54	biosystems	biosystem	NOUN
cajgh-163	21	55	,	,	PUNCT
cajgh-163	21	56	usa	usa	PROPN
cajgh-163	21	57	)	)	PUNCT
cajgh-163	21	58	.	.	PUNCT
cajgh-163	22	1	informax	informax	PROPN
cajgh-163	22	2	vector	vector	PROPN
cajgh-163	22	3	nti	nti	PROPN
cajgh-163	22	4	suite	suite	PROPN
cajgh-163	22	5	9	9	NUM
cajgh-163	22	6	,	,	PUNCT
cajgh-163	22	7	sequence	sequence	NOUN
cajgh-163	22	8	scanner	scanner	NOUN
cajgh-163	22	9	v	v	ADP
cajgh-163	22	10	1.0	1.0	NUM
cajgh-163	22	11	software	software	NOUN
cajgh-163	22	12	package	package	NOUN
cajgh-163	22	13	used	use	VERB
cajgh-163	22	14	for	for	ADP
cajgh-163	22	15	the	the	DET
cajgh-163	22	16	analysis	analysis	NOUN
cajgh-163	22	17	.	.	PUNCT
cajgh-163	23	1	results	result	NOUN
cajgh-163	23	2	.	.	PUNCT
cajgh-163	24	1	our	our	PRON
cajgh-163	24	2	studies	study	NOUN
cajgh-163	24	3	showed	show	VERB
cajgh-163	24	4	that	that	SCONJ
cajgh-163	24	5	in	in	ADP
cajgh-163	24	6	the	the	DET
cajgh-163	24	7	most	most	ADJ
cajgh-163	24	8	samples	sample	NOUN
cajgh-163	24	9	of	of	ADP
cajgh-163	24	10	koumiss	koumiss	NOUN
cajgh-163	24	11	isolated	isolate	VERB
cajgh-163	24	12	from	from	ADP
cajgh-163	24	13	akmola	akmola	PROPN
cajgh-163	24	14	region	region	PROPN
cajgh-163	24	15	(	(	PUNCT
cajgh-163	24	16	central	central	PROPN
cajgh-163	24	17	kazakhstan	kazakhstan	PROPN
cajgh-163	24	18	)	)	PUNCT
cajgh-163	24	19	prevailed	prevail	VERB
cajgh-163	24	20	the	the	DET
cajgh-163	24	21	following	follow	VERB
cajgh-163	24	22	bacteria	bacteria	NOUN
cajgh-163	24	23	species	specie	NOUN
cajgh-163	24	24	:	:	PUNCT
cajgh-163	24	25	lactobacillus	lactobacillus	NOUN
cajgh-163	24	26	diolivorans	diolivoran	NOUN
cajgh-163	24	27	,	,	PUNCT
cajgh-163	24	28	lactobacillus	lactobacillus	NOUN
cajgh-163	24	29	acidophilus	acidophilus	NOUN
cajgh-163	24	30	,	,	PUNCT
cajgh-163	24	31	l.	l.	PROPN
cajgh-163	24	32	casei	casei	PROPN
cajgh-163	24	33	,	,	PUNCT
cajgh-163	24	34	l.	l.	PROPN
cajgh-163	24	35	curvatus	curvatus	PROPN
cajgh-163	24	36	yeast	yeast	NOUN
cajgh-163	24	37	genus	genus	ADJ
cajgh-163	24	38	torula	torula	NOUN
cajgh-163	24	39	(	(	PUNCT
cajgh-163	24	40	62.4	62.4	NUM
cajgh-163	24	41	%	%	NOUN
cajgh-163	24	42	)	)	PUNCT
cajgh-163	24	43	and	and	CCONJ
cajgh-163	24	44	saccharomyces	saccharomyce	NOUN
cajgh-163	24	45	cerevisiae	cerevisiae	NOUN
cajgh-163	24	46	(	(	PUNCT
cajgh-163	24	47	37.6	37.6	NUM
cajgh-163	24	48	%	%	NOUN
cajgh-163	24	49	)	)	PUNCT
cajgh-163	24	50	.	.	PUNCT
cajgh-163	25	1	conclusion	conclusion	NOUN
cajgh-163	25	2	.	.	PUNCT
cajgh-163	26	1	thus	thus	ADV
cajgh-163	26	2	,	,	PUNCT
cajgh-163	26	3	the	the	DET
cajgh-163	26	4	first	first	ADJ
cajgh-163	26	5	metagenomic	metagenomic	ADJ
cajgh-163	26	6	research	research	NOUN
cajgh-163	26	7	of	of	ADP
cajgh-163	26	8	koumiss	koumiss	NOUN
cajgh-163	26	9	,	,	PUNCT
cajgh-163	26	10	which	which	PRON
cajgh-163	26	11	was	be	AUX
cajgh-163	26	12	conducted	conduct	VERB
cajgh-163	26	13	in	in	ADP
cajgh-163	26	14	kazakhstan	kazakhstan	PROPN
cajgh-163	26	15	,	,	PUNCT
cajgh-163	26	16	showed	show	VERB
cajgh-163	26	17	significant	significant	ADJ
cajgh-163	26	18	variations	variation	NOUN
cajgh-163	26	19	in	in	ADP
cajgh-163	26	20	microbial	microbial	ADJ
cajgh-163	26	21	composition	composition	NOUN
cajgh-163	26	22	.	.	PUNCT
cajgh-163	27	1	keywords	keyword	NOUN
cajgh-163	27	2	:	:	PUNCT
cajgh-163	27	3	fermentation	fermentation	NOUN
cajgh-163	27	4	,	,	PUNCT
cajgh-163	27	5	lactobacteria	lactobacteria	NOUN
cajgh-163	27	6	,	,	PUNCT
cajgh-163	27	7	dna	dna	NOUN
cajgh-163	27	8	sequencing	sequencing	NOUN
cajgh-163	27	9	,	,	PUNCT
cajgh-163	27	10	kazakhstan	kazakhstan	PROPN
cajgh-163	27	11	http://www.library.pitt.edu/	http://www.library.pitt.edu/	PROPN
cajgh-163	27	12	http://www.pitt.edu/	http://www.pitt.edu/	NOUN
cajgh-163	27	13	http://www.library.pitt.edu/articles/digpubtype/index.html	http://www.library.pitt.edu/articles/digpubtype/index.html	X
cajgh-163	27	14	http://www.upress.pitt.edu/upressindex.aspx	http://www.upress.pitt.edu/upressindex.aspx	X