id	sid	tid	token	lemma	pos
ajahi-66671	1	1	american	american	PROPN
ajahi-66671	1	2	journal	journal	PROPN
ajahi-66671	1	3	of	of	ADP
ajahi-66671	1	4	agriculture	agriculture	NOUN
ajahi-66671	1	5	and	and	CCONJ
ajahi-66671	1	6	horticulture	horticulture	NOUN
ajahi-66671	1	7	innovations	innovation	NOUN
ajahi-66671	1	8	19	19	NUM
ajahi-66671	1	9	https://theusajournals.com/index.php/ajahi	https://theusajournals.com/index.php/ajahi	NUM
ajahi-66671	1	10	volume	volume	NOUN
ajahi-66671	1	11	vol.05	vol.05	NOUN
ajahi-66671	1	12	issue01	issue01	NOUN
ajahi-66671	1	13	2025	2025	NUM
ajahi-66671	1	14	page	page	NOUN
ajahi-66671	1	15	no	no	INTJ
ajahi-66671	1	16	.	.	NOUN
ajahi-66671	2	1	19	19	NUM
ajahi-66671	2	2	-	-	SYM
ajahi-66671	2	3	21	21	NUM
ajahi-66671	2	4	doi	doi	NOUN
ajahi-66671	2	5	10.37547	10.37547	NUM
ajahi-66671	2	6	/	/	SYM
ajahi-66671	2	7	ajahi	ajahi	ADJ
ajahi-66671	2	8	/	/	SYM
ajahi-66671	2	9	volume05issue02	volume05issue02	NOUN
ajahi-66671	2	10	-	-	PUNCT
ajahi-66671	2	11	06	06	NUM
ajahi-66671	2	12	the	the	DET
ajahi-66671	2	13	role	role	NOUN
ajahi-66671	2	14	of	of	ADP
ajahi-66671	2	15	biotechnology	biotechnology	NOUN
ajahi-66671	2	16	in	in	ADP
ajahi-66671	2	17	enhancing	enhance	VERB
ajahi-66671	2	18	fish	fish	NOUN
ajahi-66671	2	19	growth	growth	NOUN
ajahi-66671	2	20	and	and	CCONJ
ajahi-66671	2	21	disease	disease	NOUN
ajahi-66671	2	22	resistance	resistance	NOUN
ajahi-66671	2	23	in	in	ADP
ajahi-66671	2	24	intensive	intensive	ADJ
ajahi-66671	2	25	aquaculture	aquaculture	NOUN
ajahi-66671	2	26	dosekeyeva	dosekeyeva	PROPN
ajahi-66671	2	27	aqsungul	aqsungul	PROPN
ajahi-66671	2	28	esmag'ambet	esmag'ambet	PROPN
ajahi-66671	2	29	qızi	qızi	NOUN
ajahi-66671	2	30	2nd	2nd	ADJ
ajahi-66671	2	31	-	-	PUNCT
ajahi-66671	2	32	year	year	NOUN
ajahi-66671	2	33	master	master	NOUN
ajahi-66671	2	34	's	's	PART
ajahi-66671	2	35	student	student	NOUN
ajahi-66671	2	36	of	of	ADP
ajahi-66671	2	37	nukus	nukus	NOUN
ajahi-66671	2	38	branch	branch	NOUN
ajahi-66671	2	39	of	of	ADP
ajahi-66671	2	40	samarkand	samarkand	PROPN
ajahi-66671	2	41	state	state	PROPN
ajahi-66671	2	42	university	university	PROPN
ajahi-66671	2	43	of	of	ADP
ajahi-66671	2	44	veterinary	veterinary	ADJ
ajahi-66671	2	45	medicine	medicine	NOUN
ajahi-66671	2	46	,	,	PUNCT
ajahi-66671	2	47	animal	animal	NOUN
ajahi-66671	2	48	husbandry	husbandry	NOUN
ajahi-66671	2	49	and	and	CCONJ
ajahi-66671	2	50	biotechnologies	biotechnology	NOUN
ajahi-66671	2	51	,	,	PUNCT
ajahi-66671	2	52	uzbekistan	uzbekistan	PROPN
ajahi-66671	2	53	received	receive	VERB
ajahi-66671	2	54	:	:	PUNCT
ajahi-66671	2	55	12	12	NUM
ajahi-66671	2	56	december	december	PROPN
ajahi-66671	2	57	2024	2024	NUM
ajahi-66671	2	58	;	;	PUNCT
ajahi-66671	2	59	accepted	accept	VERB
ajahi-66671	2	60	:	:	PUNCT
ajahi-66671	2	61	14	14	NUM
ajahi-66671	2	62	january	january	NOUN
ajahi-66671	2	63	2025	2025	NUM
ajahi-66671	2	64	;	;	PUNCT
ajahi-66671	2	65	published	publish	VERB
ajahi-66671	2	66	:	:	PUNCT
ajahi-66671	2	67	16	16	NUM
ajahi-66671	2	68	february	february	PROPN
ajahi-66671	2	69	2025	2025	NUM
ajahi-66671	2	70	abstract	abstract	NOUN
ajahi-66671	2	71	:	:	PUNCT
ajahi-66671	2	72	aquaculture	aquaculture	NOUN
ajahi-66671	2	73	plays	play	VERB
ajahi-66671	2	74	a	a	DET
ajahi-66671	2	75	crucial	crucial	ADJ
ajahi-66671	2	76	role	role	NOUN
ajahi-66671	2	77	in	in	ADP
ajahi-66671	2	78	meeting	meet	VERB
ajahi-66671	2	79	the	the	DET
ajahi-66671	2	80	global	global	ADJ
ajahi-66671	2	81	demand	demand	NOUN
ajahi-66671	2	82	for	for	ADP
ajahi-66671	2	83	seafood	seafood	NOUN
ajahi-66671	2	84	.	.	PUNCT
ajahi-66671	3	1	however	however	ADV
ajahi-66671	3	2	,	,	PUNCT
ajahi-66671	3	3	intensive	intensive	ADJ
ajahi-66671	3	4	aquaculture	aquaculture	NOUN
ajahi-66671	3	5	faces	face	VERB
ajahi-66671	3	6	challenges	challenge	NOUN
ajahi-66671	3	7	such	such	ADJ
ajahi-66671	3	8	as	as	ADP
ajahi-66671	3	9	slow	slow	ADJ
ajahi-66671	3	10	fish	fish	NOUN
ajahi-66671	3	11	growth	growth	NOUN
ajahi-66671	3	12	and	and	CCONJ
ajahi-66671	3	13	high	high	ADJ
ajahi-66671	3	14	susceptibility	susceptibility	NOUN
ajahi-66671	3	15	to	to	ADP
ajahi-66671	3	16	diseases	disease	NOUN
ajahi-66671	3	17	.	.	PUNCT
ajahi-66671	4	1	biotechnology	biotechnology	NOUN
ajahi-66671	4	2	has	have	AUX
ajahi-66671	4	3	emerged	emerge	VERB
ajahi-66671	4	4	as	as	ADP
ajahi-66671	4	5	a	a	DET
ajahi-66671	4	6	promising	promising	ADJ
ajahi-66671	4	7	solution	solution	NOUN
ajahi-66671	4	8	to	to	PART
ajahi-66671	4	9	enhance	enhance	VERB
ajahi-66671	4	10	fish	fish	NOUN
ajahi-66671	4	11	growth	growth	NOUN
ajahi-66671	4	12	and	and	CCONJ
ajahi-66671	4	13	disease	disease	NOUN
ajahi-66671	4	14	resistance	resistance	NOUN
ajahi-66671	4	15	through	through	ADP
ajahi-66671	4	16	genetic	genetic	ADJ
ajahi-66671	4	17	modifications	modification	NOUN
ajahi-66671	4	18	,	,	PUNCT
ajahi-66671	4	19	probiotics	probiotic	NOUN
ajahi-66671	4	20	,	,	PUNCT
ajahi-66671	4	21	and	and	CCONJ
ajahi-66671	4	22	immune	immune	ADJ
ajahi-66671	4	23	stimulants	stimulant	NOUN
ajahi-66671	4	24	.	.	PUNCT
ajahi-66671	5	1	this	this	DET
ajahi-66671	5	2	paper	paper	NOUN
ajahi-66671	5	3	explores	explore	VERB
ajahi-66671	5	4	the	the	DET
ajahi-66671	5	5	application	application	NOUN
ajahi-66671	5	6	of	of	ADP
ajahi-66671	5	7	biotechnology	biotechnology	NOUN
ajahi-66671	5	8	in	in	ADP
ajahi-66671	5	9	aquaculture	aquaculture	NOUN
ajahi-66671	5	10	and	and	CCONJ
ajahi-66671	5	11	its	its	PRON
ajahi-66671	5	12	potential	potential	NOUN
ajahi-66671	5	13	to	to	PART
ajahi-66671	5	14	improve	improve	VERB
ajahi-66671	5	15	productivity	productivity	NOUN
ajahi-66671	5	16	while	while	SCONJ
ajahi-66671	5	17	ensuring	ensure	VERB
ajahi-66671	5	18	sustainability	sustainability	NOUN
ajahi-66671	5	19	.	.	PUNCT
ajahi-66671	6	1	keywords	keyword	NOUN
ajahi-66671	6	2	:	:	PUNCT
ajahi-66671	6	3	biotechnology	biotechnology	NOUN
ajahi-66671	6	4	,	,	PUNCT
ajahi-66671	6	5	intensive	intensive	ADJ
ajahi-66671	6	6	aquaculture	aquaculture	NOUN
ajahi-66671	6	7	,	,	PUNCT
ajahi-66671	6	8	fish	fish	NOUN
ajahi-66671	6	9	growth	growth	NOUN
ajahi-66671	6	10	,	,	PUNCT
ajahi-66671	6	11	disease	disease	NOUN
ajahi-66671	6	12	resistance	resistance	NOUN
ajahi-66671	6	13	,	,	PUNCT
ajahi-66671	6	14	genetic	genetic	ADJ
ajahi-66671	6	15	engineering	engineering	NOUN
ajahi-66671	6	16	,	,	PUNCT
ajahi-66671	6	17	recombinant	recombinant	ADJ
ajahi-66671	6	18	vaccines	vaccine	NOUN
ajahi-66671	6	19	,	,	PUNCT
ajahi-66671	6	20	nutrigenomics	nutrigenomic	NOUN
ajahi-66671	6	21	,	,	PUNCT
ajahi-66671	6	22	microbiome	microbiome	ADJ
ajahi-66671	6	23	engineering	engineering	NOUN
ajahi-66671	6	24	,	,	PUNCT
ajahi-66671	6	25	sustainable	sustainable	ADJ
ajahi-66671	6	26	aquaculture	aquaculture	NOUN
ajahi-66671	6	27	,	,	PUNCT
ajahi-66671	6	28	biofloc	biofloc	ADJ
ajahi-66671	6	29	technology	technology	NOUN
ajahi-66671	6	30	.	.	PUNCT
ajahi-66671	7	1	introduction	introduction	NOUN
ajahi-66671	7	2	:	:	PUNCT
ajahi-66671	7	3	as	as	SCONJ
ajahi-66671	7	4	global	global	ADJ
ajahi-66671	7	5	fish	fish	NOUN
ajahi-66671	7	6	consumption	consumption	NOUN
ajahi-66671	7	7	increases	increase	NOUN
ajahi-66671	7	8	,	,	PUNCT
ajahi-66671	7	9	intensive	intensive	ADJ
ajahi-66671	7	10	aquaculture	aquaculture	NOUN
ajahi-66671	7	11	has	have	AUX
ajahi-66671	7	12	become	become	VERB
ajahi-66671	7	13	an	an	DET
ajahi-66671	7	14	essential	essential	ADJ
ajahi-66671	7	15	industry	industry	NOUN
ajahi-66671	7	16	.	.	PUNCT
ajahi-66671	8	1	however	however	ADV
ajahi-66671	8	2	,	,	PUNCT
ajahi-66671	8	3	several	several	ADJ
ajahi-66671	8	4	challenges	challenge	NOUN
ajahi-66671	8	5	,	,	PUNCT
ajahi-66671	8	6	including	include	VERB
ajahi-66671	8	7	limited	limited	ADJ
ajahi-66671	8	8	growth	growth	NOUN
ajahi-66671	8	9	rates	rate	NOUN
ajahi-66671	8	10	,	,	PUNCT
ajahi-66671	8	11	disease	disease	NOUN
ajahi-66671	8	12	outbreaks	outbreak	NOUN
ajahi-66671	8	13	,	,	PUNCT
ajahi-66671	8	14	and	and	CCONJ
ajahi-66671	8	15	environmental	environmental	ADJ
ajahi-66671	8	16	concerns	concern	NOUN
ajahi-66671	8	17	,	,	PUNCT
ajahi-66671	8	18	threaten	threaten	VERB
ajahi-66671	8	19	its	its	PRON
ajahi-66671	8	20	sustainability	sustainability	NOUN
ajahi-66671	8	21	.	.	PUNCT
ajahi-66671	9	1	biotechnology	biotechnology	NOUN
ajahi-66671	9	2	has	have	AUX
ajahi-66671	9	3	emerged	emerge	VERB
ajahi-66671	9	4	as	as	ADP
ajahi-66671	9	5	a	a	DET
ajahi-66671	9	6	crucial	crucial	ADJ
ajahi-66671	9	7	tool	tool	NOUN
ajahi-66671	9	8	to	to	PART
ajahi-66671	9	9	address	address	VERB
ajahi-66671	9	10	these	these	DET
ajahi-66671	9	11	issues	issue	NOUN
ajahi-66671	9	12	by	by	ADP
ajahi-66671	9	13	providing	provide	VERB
ajahi-66671	9	14	innovative	innovative	ADJ
ajahi-66671	9	15	solutions	solution	NOUN
ajahi-66671	9	16	such	such	ADJ
ajahi-66671	9	17	as	as	ADP
ajahi-66671	9	18	genetic	genetic	ADJ
ajahi-66671	9	19	engineering	engineering	NOUN
ajahi-66671	9	20	,	,	PUNCT
ajahi-66671	9	21	selective	selective	ADJ
ajahi-66671	9	22	breeding	breeding	NOUN
ajahi-66671	9	23	,	,	PUNCT
ajahi-66671	9	24	and	and	CCONJ
ajahi-66671	9	25	microbial	microbial	ADJ
ajahi-66671	9	26	applications	application	NOUN
ajahi-66671	9	27	.	.	PUNCT
ajahi-66671	10	1	these	these	DET
ajahi-66671	10	2	advancements	advancement	NOUN
ajahi-66671	10	3	not	not	PART
ajahi-66671	10	4	only	only	ADV
ajahi-66671	10	5	enhance	enhance	VERB
ajahi-66671	10	6	fish	fish	NOUN
ajahi-66671	10	7	growth	growth	NOUN
ajahi-66671	10	8	and	and	CCONJ
ajahi-66671	10	9	disease	disease	NOUN
ajahi-66671	10	10	resistance	resistance	NOUN
ajahi-66671	10	11	but	but	CCONJ
ajahi-66671	10	12	also	also	ADV
ajahi-66671	10	13	contribute	contribute	VERB
ajahi-66671	10	14	to	to	ADP
ajahi-66671	10	15	more	more	ADV
ajahi-66671	10	16	sustainable	sustainable	ADJ
ajahi-66671	10	17	aquaculture	aquaculture	NOUN
ajahi-66671	10	18	practices	practice	NOUN
ajahi-66671	10	19	[	[	X
ajahi-66671	10	20	5	5	NUM
ajahi-66671	10	21	,	,	PUNCT
ajahi-66671	10	22	173	173	NUM
ajahi-66671	10	23	-	-	SYM
ajahi-66671	10	24	191	191	NUM
ajahi-66671	10	25	]	]	PUNCT
ajahi-66671	10	26	.	.	PUNCT
ajahi-66671	11	1	furthermore	furthermore	ADV
ajahi-66671	11	2	,	,	PUNCT
ajahi-66671	11	3	biotechnology	biotechnology	NOUN
ajahi-66671	11	4	plays	play	VERB
ajahi-66671	11	5	a	a	DET
ajahi-66671	11	6	pivotal	pivotal	ADJ
ajahi-66671	11	7	role	role	NOUN
ajahi-66671	11	8	in	in	ADP
ajahi-66671	11	9	reducing	reduce	VERB
ajahi-66671	11	10	dependency	dependency	NOUN
ajahi-66671	11	11	on	on	ADP
ajahi-66671	11	12	antibiotics	antibiotic	NOUN
ajahi-66671	11	13	and	and	CCONJ
ajahi-66671	11	14	chemical	chemical	NOUN
ajahi-66671	11	15	treatments	treatment	NOUN
ajahi-66671	11	16	,	,	PUNCT
ajahi-66671	11	17	thereby	thereby	ADV
ajahi-66671	11	18	minimizing	minimize	VERB
ajahi-66671	11	19	environmental	environmental	ADJ
ajahi-66671	11	20	impact	impact	NOUN
ajahi-66671	11	21	.	.	PUNCT
ajahi-66671	12	1	the	the	DET
ajahi-66671	12	2	integration	integration	NOUN
ajahi-66671	12	3	of	of	ADP
ajahi-66671	12	4	advanced	advanced	ADJ
ajahi-66671	12	5	techniques	technique	NOUN
ajahi-66671	12	6	such	such	ADJ
ajahi-66671	12	7	as	as	ADP
ajahi-66671	12	8	crispr	crispr	ADJ
ajahi-66671	12	9	-	-	PUNCT
ajahi-66671	12	10	cas9	cas9	NOUN
ajahi-66671	12	11	gene	gene	NOUN
ajahi-66671	12	12	editing	editing	NOUN
ajahi-66671	12	13	,	,	PUNCT
ajahi-66671	12	14	recombinant	recombinant	ADJ
ajahi-66671	12	15	dna	dna	NOUN
ajahi-66671	12	16	technology	technology	NOUN
ajahi-66671	12	17	,	,	PUNCT
ajahi-66671	12	18	and	and	CCONJ
ajahi-66671	12	19	the	the	DET
ajahi-66671	12	20	application	application	NOUN
ajahi-66671	12	21	of	of	ADP
ajahi-66671	12	22	probiotics	probiotic	NOUN
ajahi-66671	12	23	and	and	CCONJ
ajahi-66671	12	24	prebiotics	prebiotic	NOUN
ajahi-66671	12	25	has	have	AUX
ajahi-66671	12	26	led	lead	VERB
ajahi-66671	12	27	to	to	ADP
ajahi-66671	12	28	significant	significant	ADJ
ajahi-66671	12	29	improvements	improvement	NOUN
ajahi-66671	12	30	in	in	ADP
ajahi-66671	12	31	aquaculture	aquaculture	NOUN
ajahi-66671	12	32	productivity	productivity	NOUN
ajahi-66671	12	33	.	.	PUNCT
ajahi-66671	13	1	therefore	therefore	ADV
ajahi-66671	13	2	,	,	PUNCT
ajahi-66671	13	3	this	this	DET
ajahi-66671	13	4	paper	paper	NOUN
ajahi-66671	13	5	examines	examine	VERB
ajahi-66671	13	6	various	various	ADJ
ajahi-66671	13	7	biotechnological	biotechnological	ADJ
ajahi-66671	13	8	approaches	approach	NOUN
ajahi-66671	13	9	and	and	CCONJ
ajahi-66671	13	10	their	their	PRON
ajahi-66671	13	11	impact	impact	NOUN
ajahi-66671	13	12	on	on	ADP
ajahi-66671	13	13	fish	fish	NOUN
ajahi-66671	13	14	growth	growth	NOUN
ajahi-66671	13	15	and	and	CCONJ
ajahi-66671	13	16	disease	disease	NOUN
ajahi-66671	13	17	resistance	resistance	NOUN
ajahi-66671	13	18	,	,	PUNCT
ajahi-66671	13	19	highlighting	highlight	VERB
ajahi-66671	13	20	their	their	PRON
ajahi-66671	13	21	potential	potential	NOUN
ajahi-66671	13	22	to	to	PART
ajahi-66671	13	23	revolutionize	revolutionize	VERB
ajahi-66671	13	24	the	the	DET
ajahi-66671	13	25	industry	industry	NOUN
ajahi-66671	13	26	.	.	PUNCT
ajahi-66671	14	1	biotechnological	biotechnological	ADJ
ajahi-66671	14	2	approaches	approach	NOUN
ajahi-66671	14	3	to	to	ADP
ajahi-66671	14	4	enhancing	enhance	VERB
ajahi-66671	14	5	fish	fish	NOUN
ajahi-66671	14	6	growth	growth	NOUN
ajahi-66671	14	7	.	.	PUNCT
ajahi-66671	15	1	one	one	NUM
ajahi-66671	15	2	of	of	ADP
ajahi-66671	15	3	the	the	DET
ajahi-66671	15	4	most	most	ADV
ajahi-66671	15	5	effective	effective	ADJ
ajahi-66671	15	6	methods	method	NOUN
ajahi-66671	15	7	for	for	ADP
ajahi-66671	15	8	improving	improve	VERB
ajahi-66671	15	9	fish	fish	NOUN
ajahi-66671	15	10	growth	growth	NOUN
ajahi-66671	15	11	is	be	AUX
ajahi-66671	15	12	genetic	genetic	ADJ
ajahi-66671	15	13	modification	modification	NOUN
ajahi-66671	15	14	.	.	PUNCT
ajahi-66671	16	1	for	for	ADP
ajahi-66671	16	2	instance	instance	NOUN
ajahi-66671	16	3	,	,	PUNCT
ajahi-66671	16	4	transgenic	transgenic	NOUN
ajahi-66671	16	5	fish	fish	NOUN
ajahi-66671	16	6	with	with	ADP
ajahi-66671	16	7	enhanced	enhanced	ADJ
ajahi-66671	16	8	growth	growth	NOUN
ajahi-66671	16	9	hormone	hormone	NOUN
ajahi-66671	16	10	expression	expression	NOUN
ajahi-66671	16	11	exhibit	exhibit	VERB
ajahi-66671	16	12	faster	fast	ADJ
ajahi-66671	16	13	growth	growth	NOUN
ajahi-66671	16	14	rates	rate	NOUN
ajahi-66671	16	15	than	than	ADP
ajahi-66671	16	16	their	their	PRON
ajahi-66671	16	17	non	non	ADJ
ajahi-66671	16	18	-	-	ADJ
ajahi-66671	16	19	modified	modified	ADJ
ajahi-66671	16	20	counterparts	counterpart	NOUN
ajahi-66671	16	21	.	.	PUNCT
ajahi-66671	17	1	the	the	DET
ajahi-66671	17	2	use	use	NOUN
ajahi-66671	17	3	of	of	ADP
ajahi-66671	17	4	geneediting	geneedite	VERB
ajahi-66671	17	5	tools	tool	NOUN
ajahi-66671	17	6	such	such	ADJ
ajahi-66671	17	7	as	as	ADP
ajahi-66671	17	8	crispr	crispr	NOUN
ajahi-66671	17	9	-	-	PUNCT
ajahi-66671	17	10	cas9	cas9	NOUN
ajahi-66671	17	11	allows	allow	VERB
ajahi-66671	17	12	for	for	ADP
ajahi-66671	17	13	precise	precise	ADJ
ajahi-66671	17	14	alterations	alteration	NOUN
ajahi-66671	17	15	in	in	ADP
ajahi-66671	17	16	growth	growth	NOUN
ajahi-66671	17	17	-	-	PUNCT
ajahi-66671	17	18	related	relate	VERB
ajahi-66671	17	19	genes	gene	NOUN
ajahi-66671	17	20	,	,	PUNCT
ajahi-66671	17	21	optimizing	optimize	VERB
ajahi-66671	17	22	physiological	physiological	ADJ
ajahi-66671	17	23	traits	trait	NOUN
ajahi-66671	17	24	for	for	ADP
ajahi-66671	17	25	enhanced	enhanced	ADJ
ajahi-66671	17	26	aquaculture	aquaculture	NOUN
ajahi-66671	17	27	performance	performance	NOUN
ajahi-66671	17	28	.	.	PUNCT
ajahi-66671	18	1	additionally	additionally	ADV
ajahi-66671	18	2	,	,	PUNCT
ajahi-66671	18	3	selective	selective	ADJ
ajahi-66671	18	4	breeding	breeding	NOUN
ajahi-66671	18	5	programs	program	NOUN
ajahi-66671	18	6	,	,	PUNCT
ajahi-66671	18	7	supported	support	VERB
ajahi-66671	18	8	by	by	ADP
ajahi-66671	18	9	molecular	molecular	ADJ
ajahi-66671	18	10	markers	marker	NOUN
ajahi-66671	18	11	and	and	CCONJ
ajahi-66671	18	12	genomic	genomic	ADJ
ajahi-66671	18	13	selection	selection	NOUN
ajahi-66671	18	14	,	,	PUNCT
ajahi-66671	18	15	enable	enable	VERB
ajahi-66671	18	16	the	the	DET
ajahi-66671	18	17	identification	identification	NOUN
ajahi-66671	18	18	and	and	CCONJ
ajahi-66671	18	19	propagation	propagation	NOUN
ajahi-66671	18	20	of	of	ADP
ajahi-66671	18	21	fish	fish	NOUN
ajahi-66671	18	22	strains	strain	VERB
ajahi-66671	18	23	with	with	ADP
ajahi-66671	18	24	superior	superior	ADJ
ajahi-66671	18	25	growth	growth	NOUN
ajahi-66671	18	26	performance	performance	NOUN
ajahi-66671	18	27	.	.	PUNCT
ajahi-66671	19	1	these	these	DET
ajahi-66671	19	2	breeding	breeding	NOUN
ajahi-66671	19	3	techniques	technique	NOUN
ajahi-66671	19	4	ensure	ensure	VERB
ajahi-66671	19	5	that	that	SCONJ
ajahi-66671	19	6	desirable	desirable	ADJ
ajahi-66671	19	7	genetic	genetic	ADJ
ajahi-66671	19	8	traits	trait	NOUN
ajahi-66671	19	9	are	be	AUX
ajahi-66671	19	10	retained	retain	VERB
ajahi-66671	19	11	and	and	CCONJ
ajahi-66671	19	12	passed	pass	VERB
ajahi-66671	19	13	down	down	ADP
ajahi-66671	19	14	to	to	ADP
ajahi-66671	19	15	future	future	ADJ
ajahi-66671	19	16	generations	generation	NOUN
ajahi-66671	19	17	,	,	PUNCT
ajahi-66671	19	18	ultimately	ultimately	ADV
ajahi-66671	19	19	improving	improve	VERB
ajahi-66671	19	20	aquaculture	aquaculture	NOUN
ajahi-66671	19	21	yields	yield	NOUN
ajahi-66671	19	22	.	.	PUNCT
ajahi-66671	20	1	another	another	DET
ajahi-66671	20	2	significant	significant	ADJ
ajahi-66671	20	3	advancement	advancement	NOUN
ajahi-66671	20	4	in	in	ADP
ajahi-66671	20	5	biotechnology	biotechnology	NOUN
ajahi-66671	20	6	is	be	AUX
ajahi-66671	20	7	the	the	DET
ajahi-66671	20	8	improvement	improvement	NOUN
ajahi-66671	20	9	of	of	ADP
ajahi-66671	20	10	feed	feed	NOUN
ajahi-66671	20	11	formulations	formulation	NOUN
ajahi-66671	20	12	.	.	PUNCT
ajahi-66671	21	1	incorporating	incorporate	VERB
ajahi-66671	21	2	bioactive	bioactive	ADJ
ajahi-66671	21	3	compounds	compound	NOUN
ajahi-66671	21	4	,	,	PUNCT
ajahi-66671	21	5	enzymes	enzyme	NOUN
ajahi-66671	21	6	,	,	PUNCT
ajahi-66671	21	7	and	and	CCONJ
ajahi-66671	21	8	genetically	genetically	ADV
ajahi-66671	21	9	modified	modify	VERB
ajahi-66671	21	10	feed	feed	NOUN
ajahi-66671	21	11	ingredients	ingredient	NOUN
ajahi-66671	21	12	enhances	enhance	VERB
ajahi-66671	21	13	nutrient	nutrient	ADJ
ajahi-66671	21	14	absorption	absorption	NOUN
ajahi-66671	21	15	and	and	CCONJ
ajahi-66671	21	16	metabolism	metabolism	NOUN
ajahi-66671	21	17	in	in	ADP
ajahi-66671	21	18	fish	fish	NOUN
ajahi-66671	21	19	.	.	PUNCT
ajahi-66671	22	1	the	the	DET
ajahi-66671	22	2	use	use	NOUN
ajahi-66671	22	3	of	of	ADP
ajahi-66671	22	4	microalgae	microalgae	NOUN
ajahi-66671	22	5	,	,	PUNCT
ajahi-66671	22	6	for	for	ADP
ajahi-66671	22	7	example	example	NOUN
ajahi-66671	22	8	,	,	PUNCT
ajahi-66671	22	9	provides	provide	VERB
ajahi-66671	22	10	essential	essential	ADJ
ajahi-66671	22	11	fatty	fatty	NOUN
ajahi-66671	22	12	acids	acid	NOUN
ajahi-66671	22	13	and	and	CCONJ
ajahi-66671	22	14	proteins	protein	NOUN
ajahi-66671	22	15	,	,	PUNCT
ajahi-66671	22	16	promoting	promote	VERB
ajahi-66671	22	17	healthier	healthy	ADJ
ajahi-66671	22	18	and	and	CCONJ
ajahi-66671	22	19	faster	fast	ADV
ajahi-66671	22	20	-	-	PUNCT
ajahi-66671	22	21	growing	grow	VERB
ajahi-66671	22	22	fish	fish	NOUN
ajahi-66671	22	23	[	[	X
ajahi-66671	22	24	2	2	NUM
ajahi-66671	22	25	,	,	PUNCT
ajahi-66671	22	26	545	545	NUM
ajahi-66671	22	27	-	-	SYM
ajahi-66671	22	28	551	551	NUM
ajahi-66671	22	29	]	]	PUNCT
ajahi-66671	22	30	.	.	PUNCT
ajahi-66671	23	1	furthermore	furthermore	ADV
ajahi-66671	23	2	,	,	PUNCT
ajahi-66671	23	3	probiotics	probiotic	NOUN
ajahi-66671	23	4	and	and	CCONJ
ajahi-66671	23	5	prebiotics	prebiotic	NOUN
ajahi-66671	23	6	are	be	AUX
ajahi-66671	23	7	increasingly	increasingly	ADV
ajahi-66671	23	8	utilized	utilize	VERB
ajahi-66671	23	9	in	in	ADP
ajahi-66671	23	10	aquaculture	aquaculture	NOUN
ajahi-66671	23	11	to	to	PART
ajahi-66671	23	12	improve	improve	VERB
ajahi-66671	23	13	digestion	digestion	NOUN
ajahi-66671	23	14	and	and	CCONJ
ajahi-66671	23	15	nutrient	nutrient	NOUN
ajahi-66671	23	16	uptake	uptake	ADJ
ajahi-66671	23	17	.	.	PUNCT
ajahi-66671	24	1	beneficial	beneficial	ADJ
ajahi-66671	24	2	bacterial	bacterial	ADJ
ajahi-66671	24	3	strains	strain	NOUN
ajahi-66671	24	4	such	such	ADJ
ajahi-66671	24	5	as	as	ADP
ajahi-66671	24	6	lactobacillus	lactobacillus	NOUN
ajahi-66671	24	7	and	and	CCONJ
ajahi-66671	24	8	bacillus	bacillus	NOUN
ajahi-66671	24	9	enhance	enhance	VERB
ajahi-66671	24	10	gut	gut	NOUN
ajahi-66671	24	11	microbiota	microbiota	NOUN
ajahi-66671	25	1	https://doi.org/10.37547/ajahi/volume05issue02-06	https://doi.org/10.37547/ajahi/volume05issue02-06	NOUN
ajahi-66671	25	2	https://doi.org/10.37547/ajahi/volume05issue02-06	https://doi.org/10.37547/ajahi/volume05issue02-06	NOUN
ajahi-66671	26	1	https://doi.org/10.37547/ajahi/volume05issue02-06	https://doi.org/10.37547/ajahi/volume05issue02-06	NOUN
ajahi-66671	26	2	https://doi.org/10.37547/ajahi/volume05issue02-06	https://doi.org/10.37547/ajahi/volume05issue02-06	PROPN
ajahi-66671	26	3	american	american	PROPN
ajahi-66671	26	4	journal	journal	PROPN
ajahi-66671	26	5	of	of	ADP
ajahi-66671	26	6	agriculture	agriculture	NOUN
ajahi-66671	26	7	and	and	CCONJ
ajahi-66671	26	8	horticulture	horticulture	NOUN
ajahi-66671	26	9	innovations	innovation	NOUN
ajahi-66671	26	10	20	20	NUM
ajahi-66671	26	11	https://theusajournals.com/index.php/ajahi	https://theusajournals.com/index.php/ajahi	NUM
ajahi-66671	26	12	american	american	ADJ
ajahi-66671	26	13	journal	journal	PROPN
ajahi-66671	26	14	of	of	ADP
ajahi-66671	26	15	agriculture	agriculture	NOUN
ajahi-66671	26	16	and	and	CCONJ
ajahi-66671	26	17	horticulture	horticulture	NOUN
ajahi-66671	26	18	innovations	innovation	NOUN
ajahi-66671	26	19	(	(	PUNCT
ajahi-66671	26	20	issn	issn	PROPN
ajahi-66671	26	21	:	:	PUNCT
ajahi-66671	26	22	2771	2771	NUM
ajahi-66671	26	23	-	-	SYM
ajahi-66671	26	24	2559	2559	NUM
ajahi-66671	26	25	)	)	PUNCT
ajahi-66671	26	26	composition	composition	NOUN
ajahi-66671	26	27	,	,	PUNCT
ajahi-66671	26	28	boosting	boost	VERB
ajahi-66671	26	29	growth	growth	NOUN
ajahi-66671	26	30	efficiency	efficiency	NOUN
ajahi-66671	26	31	.	.	PUNCT
ajahi-66671	27	1	prebiotics	prebiotic	NOUN
ajahi-66671	27	2	,	,	PUNCT
ajahi-66671	27	3	on	on	ADP
ajahi-66671	27	4	the	the	DET
ajahi-66671	27	5	other	other	ADJ
ajahi-66671	27	6	hand	hand	NOUN
ajahi-66671	27	7	,	,	PUNCT
ajahi-66671	27	8	serve	serve	VERB
ajahi-66671	27	9	as	as	ADP
ajahi-66671	27	10	a	a	DET
ajahi-66671	27	11	food	food	NOUN
ajahi-66671	27	12	source	source	NOUN
ajahi-66671	27	13	for	for	ADP
ajahi-66671	27	14	beneficial	beneficial	ADJ
ajahi-66671	27	15	microbes	microbe	NOUN
ajahi-66671	27	16	,	,	PUNCT
ajahi-66671	27	17	further	far	ADV
ajahi-66671	27	18	improving	improve	VERB
ajahi-66671	27	19	gut	gut	NOUN
ajahi-66671	27	20	health	health	NOUN
ajahi-66671	27	21	and	and	CCONJ
ajahi-66671	27	22	overall	overall	ADJ
ajahi-66671	27	23	fish	fish	NOUN
ajahi-66671	27	24	performance	performance	NOUN
ajahi-66671	27	25	.	.	PUNCT
ajahi-66671	28	1	the	the	DET
ajahi-66671	28	2	integration	integration	NOUN
ajahi-66671	28	3	of	of	ADP
ajahi-66671	28	4	these	these	DET
ajahi-66671	28	5	biotechnological	biotechnological	ADJ
ajahi-66671	28	6	approaches	approach	NOUN
ajahi-66671	28	7	in	in	ADP
ajahi-66671	28	8	aquaculture	aquaculture	NOUN
ajahi-66671	28	9	not	not	PART
ajahi-66671	28	10	only	only	ADV
ajahi-66671	28	11	enhances	enhance	VERB
ajahi-66671	28	12	fish	fish	NOUN
ajahi-66671	28	13	growth	growth	NOUN
ajahi-66671	28	14	but	but	CCONJ
ajahi-66671	28	15	also	also	ADV
ajahi-66671	28	16	reduces	reduce	VERB
ajahi-66671	28	17	reliance	reliance	NOUN
ajahi-66671	28	18	on	on	ADP
ajahi-66671	28	19	artificial	artificial	ADJ
ajahi-66671	28	20	growth	growth	NOUN
ajahi-66671	28	21	stimulants	stimulant	NOUN
ajahi-66671	28	22	,	,	PUNCT
ajahi-66671	28	23	making	make	VERB
ajahi-66671	28	24	aquaculture	aquaculture	NOUN
ajahi-66671	28	25	more	more	ADV
ajahi-66671	28	26	sustainable	sustainable	ADJ
ajahi-66671	28	27	and	and	CCONJ
ajahi-66671	28	28	environmentally	environmentally	ADV
ajahi-66671	28	29	friendly	friendly	ADJ
ajahi-66671	28	30	.	.	PUNCT
ajahi-66671	29	1	enhancing	enhance	VERB
ajahi-66671	29	2	disease	disease	NOUN
ajahi-66671	29	3	resistance	resistance	NOUN
ajahi-66671	29	4	through	through	ADP
ajahi-66671	29	5	biotechnology	biotechnology	NOUN
ajahi-66671	29	6	in	in	ADP
ajahi-66671	29	7	addition	addition	NOUN
ajahi-66671	29	8	to	to	ADP
ajahi-66671	29	9	promoting	promote	VERB
ajahi-66671	29	10	growth	growth	NOUN
ajahi-66671	29	11	,	,	PUNCT
ajahi-66671	29	12	biotechnology	biotechnology	NOUN
ajahi-66671	29	13	plays	play	VERB
ajahi-66671	29	14	a	a	DET
ajahi-66671	29	15	vital	vital	ADJ
ajahi-66671	29	16	role	role	NOUN
ajahi-66671	29	17	in	in	ADP
ajahi-66671	29	18	disease	disease	NOUN
ajahi-66671	29	19	prevention	prevention	NOUN
ajahi-66671	29	20	.	.	PUNCT
ajahi-66671	30	1	to	to	PART
ajahi-66671	30	2	begin	begin	VERB
ajahi-66671	30	3	with	with	ADP
ajahi-66671	30	4	,	,	PUNCT
ajahi-66671	30	5	genetic	genetic	ADJ
ajahi-66671	30	6	engineering	engineering	NOUN
ajahi-66671	30	7	has	have	AUX
ajahi-66671	30	8	enabled	enable	VERB
ajahi-66671	30	9	the	the	DET
ajahi-66671	30	10	development	development	NOUN
ajahi-66671	30	11	of	of	ADP
ajahi-66671	30	12	diseaseresistant	diseaseresistant	ADJ
ajahi-66671	30	13	fish	fish	NOUN
ajahi-66671	30	14	strains	strain	VERB
ajahi-66671	30	15	.	.	PUNCT
ajahi-66671	31	1	for	for	ADP
ajahi-66671	31	2	example	example	NOUN
ajahi-66671	31	3	,	,	PUNCT
ajahi-66671	31	4	certain	certain	ADJ
ajahi-66671	31	5	genetically	genetically	ADV
ajahi-66671	31	6	modified	modify	VERB
ajahi-66671	31	7	fish	fish	NOUN
ajahi-66671	31	8	exhibit	exhibit	VERB
ajahi-66671	31	9	enhanced	enhance	VERB
ajahi-66671	31	10	resistance	resistance	NOUN
ajahi-66671	31	11	to	to	ADP
ajahi-66671	31	12	viral	viral	ADJ
ajahi-66671	31	13	and	and	CCONJ
ajahi-66671	31	14	bacterial	bacterial	ADJ
ajahi-66671	31	15	infections	infection	NOUN
ajahi-66671	31	16	.	.	PUNCT
ajahi-66671	32	1	in	in	ADP
ajahi-66671	32	2	the	the	DET
ajahi-66671	32	3	same	same	ADJ
ajahi-66671	32	4	vein	vein	NOUN
ajahi-66671	32	5	,	,	PUNCT
ajahi-66671	32	6	gene	gene	NOUN
ajahi-66671	32	7	-	-	PUNCT
ajahi-66671	32	8	editing	edit	VERB
ajahi-66671	32	9	technologies	technology	NOUN
ajahi-66671	32	10	such	such	ADJ
ajahi-66671	32	11	as	as	ADP
ajahi-66671	32	12	crispr	crispr	NOUN
ajahi-66671	32	13	-	-	PUNCT
ajahi-66671	32	14	cas9	cas9	NOUN
ajahi-66671	32	15	allow	allow	VERB
ajahi-66671	32	16	for	for	ADP
ajahi-66671	32	17	precise	precise	ADJ
ajahi-66671	32	18	modifications	modification	NOUN
ajahi-66671	32	19	that	that	PRON
ajahi-66671	32	20	improve	improve	VERB
ajahi-66671	32	21	immune	immune	ADJ
ajahi-66671	32	22	responses	response	NOUN
ajahi-66671	32	23	.	.	PUNCT
ajahi-66671	33	1	another	another	DET
ajahi-66671	33	2	effective	effective	ADJ
ajahi-66671	33	3	strategy	strategy	NOUN
ajahi-66671	33	4	is	be	AUX
ajahi-66671	33	5	the	the	DET
ajahi-66671	33	6	application	application	NOUN
ajahi-66671	33	7	of	of	ADP
ajahi-66671	33	8	vaccines	vaccine	NOUN
ajahi-66671	33	9	developed	develop	VERB
ajahi-66671	33	10	through	through	ADP
ajahi-66671	33	11	recombinant	recombinant	ADJ
ajahi-66671	33	12	dna	dna	NOUN
ajahi-66671	33	13	technology	technology	NOUN
ajahi-66671	33	14	.	.	PUNCT
ajahi-66671	34	1	unlike	unlike	ADP
ajahi-66671	34	2	traditional	traditional	ADJ
ajahi-66671	34	3	vaccines	vaccine	NOUN
ajahi-66671	34	4	,	,	PUNCT
ajahi-66671	34	5	recombinant	recombinant	ADJ
ajahi-66671	34	6	vaccines	vaccine	NOUN
ajahi-66671	34	7	provide	provide	VERB
ajahi-66671	34	8	long	long	ADV
ajahi-66671	34	9	-	-	PUNCT
ajahi-66671	34	10	lasting	last	VERB
ajahi-66671	34	11	immunity	immunity	NOUN
ajahi-66671	34	12	with	with	ADP
ajahi-66671	34	13	fewer	few	ADJ
ajahi-66671	34	14	side	side	NOUN
ajahi-66671	34	15	effects	effect	NOUN
ajahi-66671	34	16	.	.	PUNCT
ajahi-66671	35	1	additionally	additionally	ADV
ajahi-66671	35	2	,	,	PUNCT
ajahi-66671	35	3	advances	advance	NOUN
ajahi-66671	35	4	in	in	ADP
ajahi-66671	35	5	immunostimulants	immunostimulant	NOUN
ajahi-66671	35	6	,	,	PUNCT
ajahi-66671	35	7	such	such	ADJ
ajahi-66671	35	8	as	as	ADP
ajahi-66671	35	9	beta	beta	NOUN
ajahi-66671	35	10	-	-	PUNCT
ajahi-66671	35	11	glucans	glucan	NOUN
ajahi-66671	35	12	and	and	CCONJ
ajahi-66671	35	13	plant	plant	NOUN
ajahi-66671	35	14	-	-	PUNCT
ajahi-66671	35	15	derived	derive	VERB
ajahi-66671	35	16	compounds	compound	NOUN
ajahi-66671	35	17	,	,	PUNCT
ajahi-66671	35	18	further	far	ADV
ajahi-66671	35	19	strengthen	strengthen	VERB
ajahi-66671	35	20	fish	fish	NOUN
ajahi-66671	35	21	immune	immune	ADJ
ajahi-66671	35	22	systems	system	NOUN
ajahi-66671	35	23	,	,	PUNCT
ajahi-66671	35	24	thereby	thereby	ADV
ajahi-66671	35	25	reducing	reduce	VERB
ajahi-66671	35	26	the	the	DET
ajahi-66671	35	27	need	need	NOUN
ajahi-66671	35	28	for	for	ADP
ajahi-66671	35	29	antibiotics	antibiotic	NOUN
ajahi-66671	35	30	.	.	PUNCT
ajahi-66671	36	1	furthermore	furthermore	ADV
ajahi-66671	36	2	,	,	PUNCT
ajahi-66671	36	3	the	the	DET
ajahi-66671	36	4	use	use	NOUN
ajahi-66671	36	5	of	of	ADP
ajahi-66671	36	6	microbial	microbial	ADJ
ajahi-66671	36	7	biotechnology	biotechnology	NOUN
ajahi-66671	36	8	has	have	AUX
ajahi-66671	36	9	gained	gain	VERB
ajahi-66671	36	10	attention	attention	NOUN
ajahi-66671	36	11	in	in	ADP
ajahi-66671	36	12	disease	disease	NOUN
ajahi-66671	36	13	control	control	NOUN
ajahi-66671	36	14	.	.	PUNCT
ajahi-66671	37	1	beneficial	beneficial	ADJ
ajahi-66671	37	2	microbes	microbe	NOUN
ajahi-66671	37	3	act	act	VERB
ajahi-66671	37	4	as	as	ADP
ajahi-66671	37	5	biological	biological	ADJ
ajahi-66671	37	6	control	control	NOUN
ajahi-66671	37	7	agents	agent	NOUN
ajahi-66671	37	8	,	,	PUNCT
ajahi-66671	37	9	inhibiting	inhibit	VERB
ajahi-66671	37	10	the	the	DET
ajahi-66671	37	11	growth	growth	NOUN
ajahi-66671	37	12	of	of	ADP
ajahi-66671	37	13	pathogenic	pathogenic	ADJ
ajahi-66671	37	14	bacteria	bacteria	NOUN
ajahi-66671	37	15	.	.	PUNCT
ajahi-66671	38	1	as	as	ADP
ajahi-66671	38	2	a	a	DET
ajahi-66671	38	3	result	result	NOUN
ajahi-66671	38	4	,	,	PUNCT
ajahi-66671	38	5	these	these	DET
ajahi-66671	38	6	microbial	microbial	NOUN
ajahi-66671	38	7	-	-	PUNCT
ajahi-66671	38	8	based	base	VERB
ajahi-66671	38	9	interventions	intervention	NOUN
ajahi-66671	38	10	contribute	contribute	VERB
ajahi-66671	38	11	to	to	ADP
ajahi-66671	38	12	healthier	healthy	ADJ
ajahi-66671	38	13	aquaculture	aquaculture	NOUN
ajahi-66671	38	14	environments	environment	NOUN
ajahi-66671	38	15	and	and	CCONJ
ajahi-66671	38	16	minimize	minimize	VERB
ajahi-66671	38	17	losses	loss	NOUN
ajahi-66671	38	18	due	due	ADJ
ajahi-66671	38	19	to	to	ADP
ajahi-66671	38	20	diseases	disease	NOUN
ajahi-66671	38	21	.	.	PUNCT
ajahi-66671	39	1	nanotechnology	nanotechnology	PROPN
ajahi-66671	39	2	also	also	ADV
ajahi-66671	39	3	plays	play	VERB
ajahi-66671	39	4	a	a	DET
ajahi-66671	39	5	role	role	NOUN
ajahi-66671	39	6	in	in	ADP
ajahi-66671	39	7	disease	disease	NOUN
ajahi-66671	39	8	resistance	resistance	NOUN
ajahi-66671	39	9	by	by	ADP
ajahi-66671	39	10	enhancing	enhance	VERB
ajahi-66671	39	11	drug	drug	NOUN
ajahi-66671	39	12	delivery	delivery	NOUN
ajahi-66671	39	13	systems	system	NOUN
ajahi-66671	39	14	.	.	PUNCT
ajahi-66671	40	1	nanoparticles	nanoparticle	NOUN
ajahi-66671	40	2	can	can	AUX
ajahi-66671	40	3	be	be	AUX
ajahi-66671	40	4	used	use	VERB
ajahi-66671	40	5	to	to	PART
ajahi-66671	40	6	deliver	deliver	VERB
ajahi-66671	40	7	antimicrobial	antimicrobial	ADJ
ajahi-66671	40	8	agents	agent	NOUN
ajahi-66671	40	9	more	more	ADV
ajahi-66671	40	10	effectively	effectively	ADV
ajahi-66671	40	11	,	,	PUNCT
ajahi-66671	40	12	increasing	increase	VERB
ajahi-66671	40	13	their	their	PRON
ajahi-66671	40	14	efficacy	efficacy	NOUN
ajahi-66671	40	15	while	while	SCONJ
ajahi-66671	40	16	reducing	reduce	VERB
ajahi-66671	40	17	environmental	environmental	ADJ
ajahi-66671	40	18	contamination	contamination	NOUN
ajahi-66671	40	19	.	.	PUNCT
ajahi-66671	41	1	additionally	additionally	ADV
ajahi-66671	41	2	,	,	PUNCT
ajahi-66671	41	3	biosensors	biosensor	NOUN
ajahi-66671	41	4	developed	develop	VERB
ajahi-66671	41	5	using	use	VERB
ajahi-66671	41	6	nanotechnology	nanotechnology	NOUN
ajahi-66671	41	7	allow	allow	VERB
ajahi-66671	41	8	for	for	ADP
ajahi-66671	41	9	early	early	ADJ
ajahi-66671	41	10	disease	disease	NOUN
ajahi-66671	41	11	detection	detection	NOUN
ajahi-66671	41	12	,	,	PUNCT
ajahi-66671	41	13	enabling	enable	VERB
ajahi-66671	41	14	prompt	prompt	ADJ
ajahi-66671	41	15	intervention	intervention	NOUN
ajahi-66671	41	16	to	to	PART
ajahi-66671	41	17	prevent	prevent	VERB
ajahi-66671	41	18	outbreaks	outbreak	NOUN
ajahi-66671	41	19	.	.	PUNCT
ajahi-66671	42	1	another	another	DET
ajahi-66671	42	2	innovative	innovative	ADJ
ajahi-66671	42	3	approach	approach	NOUN
ajahi-66671	42	4	is	be	AUX
ajahi-66671	42	5	the	the	DET
ajahi-66671	42	6	development	development	NOUN
ajahi-66671	42	7	of	of	ADP
ajahi-66671	42	8	rna	rna	NOUN
ajahi-66671	42	9	interference	interference	NOUN
ajahi-66671	42	10	(	(	PUNCT
ajahi-66671	42	11	rnai	rnai	NOUN
ajahi-66671	42	12	)	)	PUNCT
ajahi-66671	42	13	technology	technology	NOUN
ajahi-66671	42	14	,	,	PUNCT
ajahi-66671	42	15	which	which	PRON
ajahi-66671	42	16	targets	target	VERB
ajahi-66671	42	17	specific	specific	ADJ
ajahi-66671	42	18	viral	viral	ADJ
ajahi-66671	42	19	and	and	CCONJ
ajahi-66671	42	20	bacterial	bacterial	ADJ
ajahi-66671	42	21	genes	gene	NOUN
ajahi-66671	42	22	to	to	PART
ajahi-66671	42	23	suppress	suppress	VERB
ajahi-66671	42	24	disease	disease	NOUN
ajahi-66671	42	25	progression	progression	NOUN
ajahi-66671	42	26	.	.	PUNCT
ajahi-66671	43	1	this	this	DET
ajahi-66671	43	2	method	method	NOUN
ajahi-66671	43	3	offers	offer	VERB
ajahi-66671	43	4	a	a	DET
ajahi-66671	43	5	promising	promising	ADJ
ajahi-66671	43	6	alternative	alternative	NOUN
ajahi-66671	43	7	to	to	ADP
ajahi-66671	43	8	conventional	conventional	ADJ
ajahi-66671	43	9	treatments	treatment	NOUN
ajahi-66671	43	10	by	by	ADP
ajahi-66671	43	11	reducing	reduce	VERB
ajahi-66671	43	12	the	the	DET
ajahi-66671	43	13	spread	spread	NOUN
ajahi-66671	43	14	of	of	ADP
ajahi-66671	43	15	infections	infection	NOUN
ajahi-66671	43	16	without	without	ADP
ajahi-66671	43	17	disrupting	disrupt	VERB
ajahi-66671	43	18	the	the	DET
ajahi-66671	43	19	fish	fish	NOUN
ajahi-66671	43	20	's	's	PART
ajahi-66671	43	21	natural	natural	ADJ
ajahi-66671	43	22	microbiota	microbiota	NOUN
ajahi-66671	43	23	.	.	PUNCT
ajahi-66671	44	1	the	the	DET
ajahi-66671	44	2	integration	integration	NOUN
ajahi-66671	44	3	of	of	ADP
ajahi-66671	44	4	these	these	DET
ajahi-66671	44	5	biotechnological	biotechnological	ADJ
ajahi-66671	44	6	solutions	solution	NOUN
ajahi-66671	44	7	not	not	PART
ajahi-66671	44	8	only	only	ADV
ajahi-66671	44	9	improves	improve	VERB
ajahi-66671	44	10	fish	fish	NOUN
ajahi-66671	44	11	survival	survival	NOUN
ajahi-66671	44	12	rates	rate	NOUN
ajahi-66671	44	13	but	but	CCONJ
ajahi-66671	44	14	also	also	ADV
ajahi-66671	44	15	reduces	reduce	VERB
ajahi-66671	44	16	economic	economic	ADJ
ajahi-66671	44	17	losses	loss	NOUN
ajahi-66671	44	18	caused	cause	VERB
ajahi-66671	44	19	by	by	ADP
ajahi-66671	44	20	disease	disease	NOUN
ajahi-66671	44	21	outbreaks	outbreak	NOUN
ajahi-66671	44	22	.	.	PUNCT
ajahi-66671	45	1	as	as	SCONJ
ajahi-66671	45	2	research	research	NOUN
ajahi-66671	45	3	in	in	ADP
ajahi-66671	45	4	biotechnology	biotechnology	NOUN
ajahi-66671	45	5	continues	continue	VERB
ajahi-66671	45	6	to	to	PART
ajahi-66671	45	7	advance	advance	VERB
ajahi-66671	45	8	,	,	PUNCT
ajahi-66671	45	9	the	the	DET
ajahi-66671	45	10	aquaculture	aquaculture	NOUN
ajahi-66671	45	11	industry	industry	NOUN
ajahi-66671	45	12	is	be	AUX
ajahi-66671	45	13	expected	expect	VERB
ajahi-66671	45	14	to	to	PART
ajahi-66671	45	15	witness	witness	VERB
ajahi-66671	45	16	even	even	ADV
ajahi-66671	45	17	greater	great	ADJ
ajahi-66671	45	18	improvements	improvement	NOUN
ajahi-66671	45	19	in	in	ADP
ajahi-66671	45	20	fish	fish	NOUN
ajahi-66671	45	21	health	health	NOUN
ajahi-66671	45	22	management	management	NOUN
ajahi-66671	45	23	.	.	PUNCT
ajahi-66671	46	1	environmental	environmental	ADJ
ajahi-66671	46	2	and	and	CCONJ
ajahi-66671	46	3	economic	economic	ADJ
ajahi-66671	46	4	implications	implication	NOUN
ajahi-66671	46	5	while	while	SCONJ
ajahi-66671	46	6	biotechnological	biotechnological	ADJ
ajahi-66671	46	7	advancements	advancement	NOUN
ajahi-66671	46	8	offer	offer	VERB
ajahi-66671	46	9	numerous	numerous	ADJ
ajahi-66671	46	10	benefits	benefit	NOUN
ajahi-66671	46	11	,	,	PUNCT
ajahi-66671	46	12	they	they	PRON
ajahi-66671	46	13	also	also	ADV
ajahi-66671	46	14	raise	raise	VERB
ajahi-66671	46	15	environmental	environmental	ADJ
ajahi-66671	46	16	and	and	CCONJ
ajahi-66671	46	17	economic	economic	ADJ
ajahi-66671	46	18	considerations	consideration	NOUN
ajahi-66671	46	19	.	.	PUNCT
ajahi-66671	47	1	on	on	ADP
ajahi-66671	47	2	the	the	DET
ajahi-66671	47	3	one	one	NUM
ajahi-66671	47	4	hand	hand	NOUN
ajahi-66671	47	5	,	,	PUNCT
ajahi-66671	47	6	genetically	genetically	ADV
ajahi-66671	47	7	modified	modify	VERB
ajahi-66671	47	8	organisms	organism	NOUN
ajahi-66671	47	9	(	(	PUNCT
ajahi-66671	47	10	gmos	gmos	PROPN
ajahi-66671	47	11	)	)	PUNCT
ajahi-66671	47	12	in	in	ADP
ajahi-66671	47	13	aquaculture	aquaculture	NOUN
ajahi-66671	47	14	pose	pose	VERB
ajahi-66671	47	15	ecological	ecological	ADJ
ajahi-66671	47	16	risks	risk	NOUN
ajahi-66671	47	17	,	,	PUNCT
ajahi-66671	47	18	including	include	VERB
ajahi-66671	47	19	potential	potential	ADJ
ajahi-66671	47	20	impacts	impact	NOUN
ajahi-66671	47	21	on	on	ADP
ajahi-66671	47	22	wild	wild	ADJ
ajahi-66671	47	23	fish	fish	NOUN
ajahi-66671	47	24	populations	population	NOUN
ajahi-66671	47	25	.	.	PUNCT
ajahi-66671	48	1	escaped	escape	VERB
ajahi-66671	48	2	transgenic	transgenic	NOUN
ajahi-66671	48	3	fish	fish	NOUN
ajahi-66671	48	4	may	may	AUX
ajahi-66671	48	5	compete	compete	VERB
ajahi-66671	48	6	with	with	ADP
ajahi-66671	48	7	wild	wild	ADJ
ajahi-66671	48	8	species	specie	NOUN
ajahi-66671	48	9	for	for	ADP
ajahi-66671	48	10	resources	resource	NOUN
ajahi-66671	48	11	or	or	CCONJ
ajahi-66671	48	12	disrupt	disrupt	VERB
ajahi-66671	48	13	local	local	ADJ
ajahi-66671	48	14	ecosystems	ecosystem	NOUN
ajahi-66671	48	15	.	.	PUNCT
ajahi-66671	49	1	additionally	additionally	ADV
ajahi-66671	49	2	,	,	PUNCT
ajahi-66671	49	3	concerns	concern	NOUN
ajahi-66671	49	4	regarding	regard	VERB
ajahi-66671	49	5	the	the	DET
ajahi-66671	49	6	long	long	ADJ
ajahi-66671	49	7	-	-	PUNCT
ajahi-66671	49	8	term	term	NOUN
ajahi-66671	49	9	effects	effect	NOUN
ajahi-66671	49	10	of	of	ADP
ajahi-66671	49	11	genetic	genetic	ADJ
ajahi-66671	49	12	modifications	modification	NOUN
ajahi-66671	49	13	on	on	ADP
ajahi-66671	49	14	biodiversity	biodiversity	NOUN
ajahi-66671	49	15	necessitate	necessitate	ADJ
ajahi-66671	49	16	careful	careful	ADJ
ajahi-66671	49	17	regulatory	regulatory	ADJ
ajahi-66671	49	18	oversight	oversight	NOUN
ajahi-66671	49	19	and	and	CCONJ
ajahi-66671	49	20	risk	risk	NOUN
ajahi-66671	49	21	assessments	assessment	NOUN
ajahi-66671	49	22	.	.	PUNCT
ajahi-66671	50	1	on	on	ADP
ajahi-66671	50	2	the	the	DET
ajahi-66671	50	3	other	other	ADJ
ajahi-66671	50	4	hand	hand	NOUN
ajahi-66671	50	5	,	,	PUNCT
ajahi-66671	50	6	sustainable	sustainable	ADJ
ajahi-66671	50	7	biotechnology	biotechnology	NOUN
ajahi-66671	50	8	-	-	PUNCT
ajahi-66671	50	9	based	base	VERB
ajahi-66671	50	10	practices	practice	NOUN
ajahi-66671	50	11	can	can	AUX
ajahi-66671	50	12	reduce	reduce	VERB
ajahi-66671	50	13	reliance	reliance	NOUN
ajahi-66671	50	14	on	on	ADP
ajahi-66671	50	15	chemical	chemical	ADJ
ajahi-66671	50	16	treatments	treatment	NOUN
ajahi-66671	50	17	and	and	CCONJ
ajahi-66671	50	18	antibiotics	antibiotic	NOUN
ajahi-66671	50	19	,	,	PUNCT
ajahi-66671	50	20	thereby	thereby	ADV
ajahi-66671	50	21	promoting	promote	VERB
ajahi-66671	50	22	environmentally	environmentally	ADV
ajahi-66671	50	23	friendly	friendly	ADJ
ajahi-66671	50	24	aquaculture	aquaculture	NOUN
ajahi-66671	50	25	.	.	PUNCT
ajahi-66671	51	1	the	the	DET
ajahi-66671	51	2	use	use	NOUN
ajahi-66671	51	3	of	of	ADP
ajahi-66671	51	4	probiotics	probiotic	NOUN
ajahi-66671	51	5	and	and	CCONJ
ajahi-66671	51	6	microbial	microbial	ADJ
ajahi-66671	51	7	interventions	intervention	NOUN
ajahi-66671	51	8	can	can	AUX
ajahi-66671	51	9	help	help	VERB
ajahi-66671	51	10	maintain	maintain	VERB
ajahi-66671	51	11	water	water	NOUN
ajahi-66671	51	12	quality	quality	NOUN
ajahi-66671	51	13	,	,	PUNCT
ajahi-66671	51	14	reducing	reduce	VERB
ajahi-66671	51	15	pollution	pollution	NOUN
ajahi-66671	51	16	from	from	ADP
ajahi-66671	51	17	excess	excess	ADJ
ajahi-66671	51	18	feed	feed	NOUN
ajahi-66671	51	19	and	and	CCONJ
ajahi-66671	51	20	chemical	chemical	NOUN
ajahi-66671	51	21	residues	residue	NOUN
ajahi-66671	51	22	.	.	PUNCT
ajahi-66671	52	1	furthermore	furthermore	ADV
ajahi-66671	52	2	,	,	PUNCT
ajahi-66671	52	3	biotechnology	biotechnology	NOUN
ajahi-66671	52	4	enables	enable	VERB
ajahi-66671	52	5	the	the	DET
ajahi-66671	52	6	development	development	NOUN
ajahi-66671	52	7	of	of	ADP
ajahi-66671	52	8	eco	eco	PROPN
ajahi-66671	52	9	-	-	PUNCT
ajahi-66671	52	10	friendly	friendly	ADJ
ajahi-66671	52	11	feed	feed	NOUN
ajahi-66671	52	12	alternatives	alternative	NOUN
ajahi-66671	52	13	,	,	PUNCT
ajahi-66671	52	14	such	such	ADJ
ajahi-66671	52	15	as	as	ADP
ajahi-66671	52	16	insect	insect	NOUN
ajahi-66671	52	17	-	-	PUNCT
ajahi-66671	52	18	based	base	VERB
ajahi-66671	52	19	proteins	protein	NOUN
ajahi-66671	52	20	and	and	CCONJ
ajahi-66671	52	21	algaederived	algaederive	VERB
ajahi-66671	52	22	nutrients	nutrient	NOUN
ajahi-66671	52	23	,	,	PUNCT
ajahi-66671	52	24	which	which	PRON
ajahi-66671	52	25	lessen	lessen	VERB
ajahi-66671	52	26	the	the	DET
ajahi-66671	52	27	environmental	environmental	ADJ
ajahi-66671	52	28	footprint	footprint	NOUN
ajahi-66671	52	29	of	of	ADP
ajahi-66671	52	30	aquaculture	aquaculture	NOUN
ajahi-66671	52	31	operations	operation	NOUN
ajahi-66671	52	32	[	[	X
ajahi-66671	52	33	3	3	NUM
ajahi-66671	52	34	,	,	PUNCT
ajahi-66671	52	35	255	255	NUM
ajahi-66671	52	36	-	-	SYM
ajahi-66671	52	37	269	269	NUM
ajahi-66671	52	38	]	]	PUNCT
ajahi-66671	52	39	.	.	PUNCT
ajahi-66671	53	1	from	from	ADP
ajahi-66671	53	2	an	an	DET
ajahi-66671	53	3	economic	economic	ADJ
ajahi-66671	53	4	perspective	perspective	NOUN
ajahi-66671	53	5	,	,	PUNCT
ajahi-66671	53	6	although	although	SCONJ
ajahi-66671	53	7	initial	initial	ADJ
ajahi-66671	53	8	investments	investment	NOUN
ajahi-66671	53	9	in	in	ADP
ajahi-66671	53	10	biotechnology	biotechnology	NOUN
ajahi-66671	53	11	may	may	AUX
ajahi-66671	53	12	be	be	AUX
ajahi-66671	53	13	high	high	ADJ
ajahi-66671	53	14	,	,	PUNCT
ajahi-66671	53	15	long	long	ADJ
ajahi-66671	53	16	-	-	PUNCT
ajahi-66671	53	17	term	term	NOUN
ajahi-66671	53	18	gains	gain	NOUN
ajahi-66671	53	19	include	include	VERB
ajahi-66671	53	20	improved	improve	VERB
ajahi-66671	53	21	productivity	productivity	NOUN
ajahi-66671	53	22	,	,	PUNCT
ajahi-66671	53	23	reduced	reduce	VERB
ajahi-66671	53	24	diseaserelated	diseaserelate	VERB
ajahi-66671	53	25	losses	loss	NOUN
ajahi-66671	53	26	,	,	PUNCT
ajahi-66671	53	27	and	and	CCONJ
ajahi-66671	53	28	increased	increase	VERB
ajahi-66671	53	29	efficiency	efficiency	NOUN
ajahi-66671	53	30	in	in	ADP
ajahi-66671	53	31	fish	fish	NOUN
ajahi-66671	53	32	farming	farming	NOUN
ajahi-66671	53	33	.	.	PUNCT
ajahi-66671	54	1	advanced	advanced	ADJ
ajahi-66671	54	2	biotechnological	biotechnological	ADJ
ajahi-66671	54	3	approaches	approach	NOUN
ajahi-66671	54	4	help	help	VERB
ajahi-66671	54	5	reduce	reduce	VERB
ajahi-66671	54	6	feed	feed	NOUN
ajahi-66671	54	7	conversion	conversion	NOUN
ajahi-66671	54	8	ratios	ratio	NOUN
ajahi-66671	54	9	,	,	PUNCT
ajahi-66671	54	10	allowing	allow	VERB
ajahi-66671	54	11	farmers	farmer	NOUN
ajahi-66671	54	12	to	to	PART
ajahi-66671	54	13	maximize	maximize	VERB
ajahi-66671	54	14	production	production	NOUN
ajahi-66671	54	15	while	while	SCONJ
ajahi-66671	54	16	minimizing	minimize	VERB
ajahi-66671	54	17	costs	cost	NOUN
ajahi-66671	54	18	.	.	PUNCT
ajahi-66671	55	1	moreover	moreover	ADV
ajahi-66671	55	2	,	,	PUNCT
ajahi-66671	55	3	with	with	ADP
ajahi-66671	55	4	the	the	DET
ajahi-66671	55	5	increasing	increase	VERB
ajahi-66671	55	6	consumer	consumer	NOUN
ajahi-66671	55	7	demand	demand	NOUN
ajahi-66671	55	8	for	for	ADP
ajahi-66671	55	9	sustainable	sustainable	ADJ
ajahi-66671	55	10	seafood	seafood	NOUN
ajahi-66671	55	11	,	,	PUNCT
ajahi-66671	55	12	biotechnology	biotechnology	NOUN
ajahi-66671	55	13	-	-	PUNCT
ajahi-66671	55	14	driven	drive	VERB
ajahi-66671	55	15	aquaculture	aquaculture	NOUN
ajahi-66671	55	16	can	can	AUX
ajahi-66671	55	17	enhance	enhance	VERB
ajahi-66671	55	18	market	market	NOUN
ajahi-66671	55	19	competitiveness	competitiveness	NOUN
ajahi-66671	55	20	,	,	PUNCT
ajahi-66671	55	21	offering	offer	VERB
ajahi-66671	55	22	premium	premium	NOUN
ajahi-66671	55	23	-	-	PUNCT
ajahi-66671	55	24	priced	price	VERB
ajahi-66671	55	25	products	product	NOUN
ajahi-66671	55	26	that	that	PRON
ajahi-66671	55	27	align	align	VERB
ajahi-66671	55	28	with	with	ADP
ajahi-66671	55	29	eco	eco	NOUN
ajahi-66671	55	30	-	-	PUNCT
ajahi-66671	55	31	conscious	conscious	ADJ
ajahi-66671	55	32	consumer	consumer	NOUN
ajahi-66671	55	33	preferences	preference	NOUN
ajahi-66671	55	34	.	.	PUNCT
ajahi-66671	56	1	despite	despite	SCONJ
ajahi-66671	56	2	these	these	DET
ajahi-66671	56	3	advantages	advantage	NOUN
ajahi-66671	56	4	,	,	PUNCT
ajahi-66671	56	5	accessibility	accessibility	NOUN
ajahi-66671	56	6	to	to	ADP
ajahi-66671	56	7	biotechnology	biotechnology	NOUN
ajahi-66671	56	8	remains	remain	VERB
ajahi-66671	56	9	a	a	DET
ajahi-66671	56	10	challenge	challenge	NOUN
ajahi-66671	56	11	for	for	ADP
ajahi-66671	56	12	small	small	ADJ
ajahi-66671	56	13	-	-	PUNCT
ajahi-66671	56	14	scale	scale	NOUN
ajahi-66671	56	15	fish	fish	NOUN
ajahi-66671	56	16	farmers	farmer	NOUN
ajahi-66671	56	17	due	due	ADJ
ajahi-66671	56	18	to	to	ADP
ajahi-66671	56	19	high	high	ADJ
ajahi-66671	56	20	costs	cost	NOUN
ajahi-66671	56	21	and	and	CCONJ
ajahi-66671	56	22	regulatory	regulatory	ADJ
ajahi-66671	56	23	barriers	barrier	NOUN
ajahi-66671	56	24	.	.	PUNCT
ajahi-66671	57	1	ensuring	ensure	VERB
ajahi-66671	57	2	that	that	SCONJ
ajahi-66671	57	3	biotechnology	biotechnology	NOUN
ajahi-66671	57	4	benefits	benefit	VERB
ajahi-66671	57	5	a	a	DET
ajahi-66671	57	6	wider	wide	ADJ
ajahi-66671	57	7	range	range	NOUN
ajahi-66671	57	8	of	of	ADP
ajahi-66671	57	9	aquaculture	aquaculture	NOUN
ajahi-66671	57	10	stakeholders	stakeholder	NOUN
ajahi-66671	57	11	requires	require	VERB
ajahi-66671	57	12	policy	policy	NOUN
ajahi-66671	57	13	support	support	NOUN
ajahi-66671	57	14	,	,	PUNCT
ajahi-66671	57	15	investment	investment	NOUN
ajahi-66671	57	16	in	in	ADP
ajahi-66671	57	17	research	research	NOUN
ajahi-66671	57	18	,	,	PUNCT
ajahi-66671	57	19	and	and	CCONJ
ajahi-66671	57	20	education	education	NOUN
ajahi-66671	57	21	programs	program	NOUN
ajahi-66671	57	22	to	to	PART
ajahi-66671	57	23	facilitate	facilitate	VERB
ajahi-66671	57	24	technology	technology	NOUN
ajahi-66671	57	25	adoption	adoption	NOUN
ajahi-66671	57	26	.	.	PUNCT
ajahi-66671	58	1	conclusion	conclusion	NOUN
ajahi-66671	58	2	in	in	ADP
ajahi-66671	58	3	summary	summary	NOUN
ajahi-66671	58	4	,	,	PUNCT
ajahi-66671	58	5	biotechnology	biotechnology	NOUN
ajahi-66671	58	6	has	have	VERB
ajahi-66671	58	7	the	the	DET
ajahi-66671	58	8	potential	potential	NOUN
ajahi-66671	58	9	to	to	PART
ajahi-66671	58	10	revolutionize	revolutionize	VERB
ajahi-66671	58	11	intensive	intensive	ADJ
ajahi-66671	58	12	aquaculture	aquaculture	NOUN
ajahi-66671	58	13	by	by	ADP
ajahi-66671	58	14	enhancing	enhance	VERB
ajahi-66671	58	15	fish	fish	NOUN
ajahi-66671	58	16	growth	growth	NOUN
ajahi-66671	58	17	and	and	CCONJ
ajahi-66671	58	18	disease	disease	NOUN
ajahi-66671	58	19	resistance	resistance	NOUN
ajahi-66671	58	20	.	.	PUNCT
ajahi-66671	59	1	genetic	genetic	ADJ
ajahi-66671	59	2	engineering	engineering	NOUN
ajahi-66671	59	3	,	,	PUNCT
ajahi-66671	59	4	probiotics	probiotic	NOUN
ajahi-66671	59	5	,	,	PUNCT
ajahi-66671	59	6	and	and	CCONJ
ajahi-66671	59	7	advanced	advanced	ADJ
ajahi-66671	59	8	vaccines	vaccine	NOUN
ajahi-66671	59	9	contribute	contribute	VERB
ajahi-66671	59	10	to	to	ADP
ajahi-66671	59	11	improved	improve	VERB
ajahi-66671	59	12	aquaculture	aquaculture	NOUN
ajahi-66671	59	13	productivity	productivity	NOUN
ajahi-66671	59	14	while	while	SCONJ
ajahi-66671	59	15	reducing	reduce	VERB
ajahi-66671	59	16	environmental	environmental	ADJ
ajahi-66671	59	17	impact	impact	NOUN
ajahi-66671	59	18	.	.	PUNCT
ajahi-66671	60	1	however	however	ADV
ajahi-66671	60	2	,	,	PUNCT
ajahi-66671	60	3	it	it	PRON
ajahi-66671	60	4	is	be	AUX
ajahi-66671	60	5	crucial	crucial	ADJ
ajahi-66671	60	6	to	to	PART
ajahi-66671	60	7	ensure	ensure	VERB
ajahi-66671	60	8	responsible	responsible	ADJ
ajahi-66671	60	9	implementation	implementation	NOUN
ajahi-66671	60	10	by	by	ADP
ajahi-66671	60	11	addressing	address	VERB
ajahi-66671	60	12	ecological	ecological	ADJ
ajahi-66671	60	13	concerns	concern	NOUN
ajahi-66671	60	14	and	and	CCONJ
ajahi-66671	60	15	maintaining	maintain	VERB
ajahi-66671	60	16	regulatory	regulatory	ADJ
ajahi-66671	60	17	oversight	oversight	NOUN
ajahi-66671	60	18	.	.	PUNCT
ajahi-66671	61	1	future	future	ADJ
ajahi-66671	61	2	research	research	NOUN
ajahi-66671	61	3	should	should	AUX
ajahi-66671	61	4	focus	focus	VERB
ajahi-66671	61	5	on	on	ADP
ajahi-66671	61	6	refining	refine	VERB
ajahi-66671	61	7	biotechnological	biotechnological	ADJ
ajahi-66671	61	8	approaches	approach	NOUN
ajahi-66671	61	9	to	to	PART
ajahi-66671	61	10	make	make	VERB
ajahi-66671	61	11	them	they	PRON
ajahi-66671	61	12	more	more	ADJ
ajahi-66671	61	13	american	american	ADJ
ajahi-66671	61	14	journal	journal	PROPN
ajahi-66671	61	15	of	of	ADP
ajahi-66671	61	16	agriculture	agriculture	NOUN
ajahi-66671	61	17	and	and	CCONJ
ajahi-66671	61	18	horticulture	horticulture	NOUN
ajahi-66671	61	19	innovations	innovation	NOUN
ajahi-66671	61	20	21	21	NUM
ajahi-66671	61	21	https://theusajournals.com/index.php/ajahi	https://theusajournals.com/index.php/ajahi	NUM
ajahi-66671	61	22	american	american	ADJ
ajahi-66671	61	23	journal	journal	PROPN
ajahi-66671	61	24	of	of	ADP
ajahi-66671	61	25	agriculture	agriculture	NOUN
ajahi-66671	61	26	and	and	CCONJ
ajahi-66671	61	27	horticulture	horticulture	NOUN
ajahi-66671	61	28	innovations	innovation	NOUN
ajahi-66671	61	29	(	(	PUNCT
ajahi-66671	61	30	issn	issn	PROPN
ajahi-66671	61	31	:	:	PUNCT
ajahi-66671	61	32	2771	2771	NUM
ajahi-66671	61	33	-	-	SYM
ajahi-66671	61	34	2559	2559	NUM
ajahi-66671	61	35	)	)	PUNCT
ajahi-66671	61	36	accessible	accessible	ADJ
ajahi-66671	61	37	and	and	CCONJ
ajahi-66671	61	38	cost	cost	NOUN
ajahi-66671	61	39	-	-	PUNCT
ajahi-66671	61	40	effective	effective	ADJ
ajahi-66671	61	41	for	for	ADP
ajahi-66671	61	42	aquaculture	aquaculture	NOUN
ajahi-66671	61	43	stakeholders	stakeholder	NOUN
ajahi-66671	61	44	.	.	PUNCT
ajahi-66671	62	1	additionally	additionally	ADV
ajahi-66671	62	2	,	,	PUNCT
ajahi-66671	62	3	collaborative	collaborative	ADJ
ajahi-66671	62	4	efforts	effort	NOUN
ajahi-66671	62	5	between	between	ADP
ajahi-66671	62	6	scientists	scientist	NOUN
ajahi-66671	62	7	,	,	PUNCT
ajahi-66671	62	8	policymakers	policymaker	NOUN
ajahi-66671	62	9	,	,	PUNCT
ajahi-66671	62	10	and	and	CCONJ
ajahi-66671	62	11	industry	industry	NOUN
ajahi-66671	62	12	leaders	leader	NOUN
ajahi-66671	62	13	will	will	AUX
ajahi-66671	62	14	be	be	AUX
ajahi-66671	62	15	essential	essential	ADJ
ajahi-66671	62	16	to	to	ADP
ajahi-66671	62	17	maximizing	maximize	VERB
ajahi-66671	62	18	the	the	DET
ajahi-66671	62	19	benefits	benefit	NOUN
ajahi-66671	62	20	of	of	ADP
ajahi-66671	62	21	biotechnology	biotechnology	NOUN
ajahi-66671	62	22	while	while	SCONJ
ajahi-66671	62	23	minimizing	minimize	VERB
ajahi-66671	62	24	potential	potential	ADJ
ajahi-66671	62	25	risks	risk	NOUN
ajahi-66671	62	26	.	.	PUNCT
ajahi-66671	63	1	ultimately	ultimately	ADV
ajahi-66671	63	2	,	,	PUNCT
ajahi-66671	63	3	by	by	ADP
ajahi-66671	63	4	integrating	integrate	VERB
ajahi-66671	63	5	biotechnology	biotechnology	NOUN
ajahi-66671	63	6	with	with	ADP
ajahi-66671	63	7	sustainable	sustainable	ADJ
ajahi-66671	63	8	aquaculture	aquaculture	NOUN
ajahi-66671	63	9	practices	practice	NOUN
ajahi-66671	63	10	,	,	PUNCT
ajahi-66671	63	11	the	the	DET
ajahi-66671	63	12	industry	industry	NOUN
ajahi-66671	63	13	can	can	AUX
ajahi-66671	63	14	meet	meet	VERB
ajahi-66671	63	15	the	the	DET
ajahi-66671	63	16	growing	grow	VERB
ajahi-66671	63	17	global	global	ADJ
ajahi-66671	63	18	demand	demand	NOUN
ajahi-66671	63	19	for	for	ADP
ajahi-66671	63	20	seafood	seafood	NOUN
ajahi-66671	63	21	while	while	SCONJ
ajahi-66671	63	22	preserving	preserve	VERB
ajahi-66671	63	23	environmental	environmental	ADJ
ajahi-66671	63	24	balance	balance	NOUN
ajahi-66671	63	25	and	and	CCONJ
ajahi-66671	63	26	ensuring	ensure	VERB
ajahi-66671	63	27	longterm	longterm	ADJ
ajahi-66671	63	28	economic	economic	ADJ
ajahi-66671	63	29	viability	viability	NOUN
ajahi-66671	63	30	.	.	PUNCT
ajahi-66671	64	1	references	reference	NOUN
ajahi-66671	64	2	charoonnart	charoonnart	VERB
ajahi-66671	64	3	,	,	PUNCT
ajahi-66671	64	4	p.	p.	NOUN
ajahi-66671	64	5	,	,	PUNCT
ajahi-66671	64	6	purton	purton	PROPN
ajahi-66671	64	7	,	,	PUNCT
ajahi-66671	64	8	s.	s.	PROPN
ajahi-66671	64	9	,	,	PUNCT
ajahi-66671	64	10	&	&	CCONJ
ajahi-66671	64	11	saksmerprome	saksmerprome	PROPN
ajahi-66671	64	12	,	,	PUNCT
ajahi-66671	64	13	v.	v.	PROPN
ajahi-66671	64	14	(	(	PUNCT
ajahi-66671	64	15	2018	2018	NUM
ajahi-66671	64	16	)	)	PUNCT
ajahi-66671	64	17	.	.	PUNCT
ajahi-66671	65	1	applications	application	NOUN
ajahi-66671	65	2	of	of	ADP
ajahi-66671	65	3	microalgal	microalgal	ADJ
ajahi-66671	65	4	biotechnology	biotechnology	NOUN
ajahi-66671	65	5	for	for	ADP
ajahi-66671	65	6	disease	disease	NOUN
ajahi-66671	65	7	control	control	NOUN
ajahi-66671	65	8	in	in	ADP
ajahi-66671	65	9	aquaculture	aquaculture	NOUN
ajahi-66671	65	10	.	.	PUNCT
ajahi-66671	66	1	biology	biology	NOUN
ajahi-66671	66	2	,	,	PUNCT
ajahi-66671	66	3	7(2	7(2	NUM
ajahi-66671	66	4	)	)	PUNCT
ajahi-66671	66	5	,	,	PUNCT
ajahi-66671	66	6	24	24	NUM
ajahi-66671	66	7	.	.	PUNCT
ajahi-66671	67	1	houston	houston	PROPN
ajahi-66671	67	2	,	,	PUNCT
ajahi-66671	67	3	r.	r.	PROPN
ajahi-66671	67	4	d.	d.	PROPN
ajahi-66671	67	5	(	(	PUNCT
ajahi-66671	67	6	2017	2017	NUM
ajahi-66671	67	7	)	)	PUNCT
ajahi-66671	67	8	.	.	PUNCT
ajahi-66671	68	1	future	future	ADJ
ajahi-66671	68	2	directions	direction	NOUN
ajahi-66671	68	3	in	in	ADP
ajahi-66671	68	4	breeding	breed	VERB
ajahi-66671	68	5	for	for	ADP
ajahi-66671	68	6	disease	disease	NOUN
ajahi-66671	68	7	resistance	resistance	NOUN
ajahi-66671	68	8	in	in	ADP
ajahi-66671	68	9	aquaculture	aquaculture	NOUN
ajahi-66671	68	10	species	specie	NOUN
ajahi-66671	68	11	.	.	PUNCT
ajahi-66671	69	1	revista	revista	PROPN
ajahi-66671	69	2	brasileira	brasileira	PROPN
ajahi-66671	69	3	de	de	PROPN
ajahi-66671	69	4	zootecnia	zootecnia	PROPN
ajahi-66671	69	5	,	,	PUNCT
ajahi-66671	69	6	46	46	NUM
ajahi-66671	69	7	,	,	PUNCT
ajahi-66671	69	8	545	545	NUM
ajahi-66671	69	9	-	-	SYM
ajahi-66671	69	10	551	551	NUM
ajahi-66671	69	11	.	.	PUNCT
ajahi-66671	70	1	melamed	melamed	PROPN
ajahi-66671	70	2	,	,	PUNCT
ajahi-66671	70	3	p.	p.	PROPN
ajahi-66671	70	4	,	,	PUNCT
ajahi-66671	70	5	gong	gong	PROPN
ajahi-66671	70	6	,	,	PUNCT
ajahi-66671	70	7	z.	z.	PROPN
ajahi-66671	70	8	,	,	PUNCT
ajahi-66671	70	9	fletcher	fletcher	PROPN
ajahi-66671	70	10	,	,	PUNCT
ajahi-66671	70	11	g.	g.	PROPN
ajahi-66671	70	12	,	,	PUNCT
ajahi-66671	70	13	&	&	CCONJ
ajahi-66671	70	14	hew	hew	VERB
ajahi-66671	70	15	,	,	PUNCT
ajahi-66671	70	16	c.	c.	PROPN
ajahi-66671	70	17	l.	l.	PROPN
ajahi-66671	70	18	(	(	PUNCT
ajahi-66671	70	19	2002	2002	NUM
ajahi-66671	70	20	)	)	PUNCT
ajahi-66671	70	21	.	.	PUNCT
ajahi-66671	71	1	the	the	DET
ajahi-66671	71	2	potential	potential	ADJ
ajahi-66671	71	3	impact	impact	NOUN
ajahi-66671	71	4	of	of	ADP
ajahi-66671	71	5	modern	modern	ADJ
ajahi-66671	71	6	biotechnology	biotechnology	NOUN
ajahi-66671	71	7	on	on	ADP
ajahi-66671	71	8	fish	fish	NOUN
ajahi-66671	71	9	aquaculture	aquaculture	NOUN
ajahi-66671	71	10	.	.	PUNCT
ajahi-66671	71	11	aquaculture	aquaculture	NOUN
ajahi-66671	71	12	,	,	PUNCT
ajahi-66671	71	13	204(3	204(3	NUM
ajahi-66671	71	14	-	-	SYM
ajahi-66671	71	15	4	4	NUM
ajahi-66671	71	16	)	)	PUNCT
ajahi-66671	71	17	,	,	PUNCT
ajahi-66671	71	18	255	255	NUM
ajahi-66671	71	19	-	-	SYM
ajahi-66671	71	20	269	269	NUM
ajahi-66671	71	21	.	.	PUNCT
ajahi-66671	71	22	okeke	okeke	PROPN
ajahi-66671	71	23	,	,	PUNCT
ajahi-66671	71	24	e.	e.	PROPN
ajahi-66671	71	25	s.	s.	PROPN
ajahi-66671	71	26	,	,	PUNCT
ajahi-66671	71	27	chukwudozie	chukwudozie	PROPN
ajahi-66671	71	28	,	,	PUNCT
ajahi-66671	71	29	k.	k.	PROPN
ajahi-66671	71	30	i.	i.	PROPN
ajahi-66671	71	31	,	,	PUNCT
ajahi-66671	71	32	nyaruaba	nyaruaba	PROPN
ajahi-66671	71	33	,	,	PUNCT
ajahi-66671	71	34	r.	r.	PROPN
ajahi-66671	71	35	,	,	PUNCT
ajahi-66671	71	36	ita	ita	PROPN
ajahi-66671	71	37	,	,	PUNCT
ajahi-66671	71	38	r.	r.	PROPN
ajahi-66671	71	39	e.	e.	PROPN
ajahi-66671	71	40	,	,	PUNCT
ajahi-66671	71	41	oladipo	oladipo	PROPN
ajahi-66671	71	42	,	,	PUNCT
ajahi-66671	71	43	a.	a.	NOUN
ajahi-66671	71	44	,	,	PUNCT
ajahi-66671	71	45	ejeromedoghene	ejeromedoghene	NOUN
ajahi-66671	71	46	,	,	PUNCT
ajahi-66671	71	47	o.	o.	PROPN
ajahi-66671	71	48	,	,	PUNCT
ajahi-66671	71	49	...	...	PUNCT
ajahi-66671	71	50	&	&	CCONJ
ajahi-66671	71	51	okoye	okoye	PROPN
ajahi-66671	71	52	,	,	PUNCT
ajahi-66671	71	53	c.	c.	PROPN
ajahi-66671	71	54	o.	o.	PROPN
ajahi-66671	71	55	(	(	PUNCT
ajahi-66671	71	56	2022	2022	NUM
ajahi-66671	71	57	)	)	PUNCT
ajahi-66671	71	58	.	.	PUNCT
ajahi-66671	72	1	antibiotic	antibiotic	ADJ
ajahi-66671	72	2	resistance	resistance	NOUN
ajahi-66671	72	3	in	in	ADP
ajahi-66671	72	4	aquaculture	aquaculture	NOUN
ajahi-66671	72	5	and	and	CCONJ
ajahi-66671	72	6	aquatic	aquatic	ADJ
ajahi-66671	72	7	organisms	organism	NOUN
ajahi-66671	72	8	:	:	PUNCT
ajahi-66671	72	9	a	a	DET
ajahi-66671	72	10	review	review	NOUN
ajahi-66671	72	11	of	of	ADP
ajahi-66671	72	12	current	current	ADJ
ajahi-66671	72	13	nanotechnology	nanotechnology	NOUN
ajahi-66671	72	14	applications	application	NOUN
ajahi-66671	72	15	for	for	ADP
ajahi-66671	72	16	sustainable	sustainable	ADJ
ajahi-66671	72	17	management	management	NOUN
ajahi-66671	72	18	.	.	PUNCT
ajahi-66671	73	1	environmental	environmental	ADJ
ajahi-66671	73	2	science	science	NOUN
ajahi-66671	73	3	and	and	CCONJ
ajahi-66671	73	4	pollution	pollution	NOUN
ajahi-66671	73	5	research	research	NOUN
ajahi-66671	73	6	,	,	PUNCT
ajahi-66671	73	7	29(46	29(46	NOUN
ajahi-66671	73	8	)	)	PUNCT
ajahi-66671	73	9	,	,	PUNCT
ajahi-66671	73	10	69241	69241	NUM
ajahi-66671	73	11	-	-	SYM
ajahi-66671	73	12	69274	69274	NUM
ajahi-66671	73	13	.	.	PUNCT
ajahi-66671	74	1	rakkannan	rakkannan	PROPN
ajahi-66671	74	2	,	,	PUNCT
ajahi-66671	74	3	g.	g.	PROPN
ajahi-66671	74	4	,	,	PUNCT
ajahi-66671	74	5	&	&	CCONJ
ajahi-66671	74	6	agarwal	agarwal	PROPN
ajahi-66671	74	7	,	,	PUNCT
ajahi-66671	74	8	d.	d.	PROPN
ajahi-66671	74	9	(	(	PUNCT
ajahi-66671	74	10	2025	2025	NUM
ajahi-66671	74	11	)	)	PUNCT
ajahi-66671	74	12	.	.	PUNCT
ajahi-66671	75	1	role	role	NOUN
ajahi-66671	75	2	of	of	ADP
ajahi-66671	75	3	aquaculture	aquaculture	NOUN
ajahi-66671	75	4	biotechnology	biotechnology	NOUN
ajahi-66671	75	5	in	in	ADP
ajahi-66671	75	6	food	food	NOUN
ajahi-66671	75	7	security	security	NOUN
ajahi-66671	75	8	and	and	CCONJ
ajahi-66671	75	9	nutrition	nutrition	NOUN
ajahi-66671	75	10	.	.	PUNCT
ajahi-66671	76	1	in	in	ADP
ajahi-66671	76	2	food	food	NOUN
ajahi-66671	76	3	security	security	NOUN
ajahi-66671	76	4	,	,	PUNCT
ajahi-66671	76	5	nutrition	nutrition	NOUN
ajahi-66671	76	6	and	and	CCONJ
ajahi-66671	76	7	sustainability	sustainability	NOUN
ajahi-66671	76	8	through	through	ADP
ajahi-66671	76	9	aquaculture	aquaculture	NOUN
ajahi-66671	76	10	technologies	technology	NOUN
ajahi-66671	76	11	(	(	PUNCT
ajahi-66671	76	12	pp	pp	ADJ
ajahi-66671	76	13	.	.	PUNCT
ajahi-66671	76	14	173	173	NUM
ajahi-66671	76	15	-	-	SYM
ajahi-66671	76	16	191	191	NUM
ajahi-66671	76	17	)	)	PUNCT
ajahi-66671	76	18	.	.	PUNCT
ajahi-66671	77	1	cham	cham	PROPN
ajahi-66671	77	2	:	:	PUNCT
ajahi-66671	77	3	springer	springer	NOUN
ajahi-66671	77	4	nature	nature	PROPN
ajahi-66671	77	5	switzerland	switzerland	PROPN
ajahi-66671	77	6	.	.	PUNCT