Bioinformatics Accelerates the Major Tetrad: A Real Boost for the Pharmaceutical Industry.


Journal

International journal of molecular sciences
ISSN: 1422-0067
Titre abrégé: Int J Mol Sci
Pays: Switzerland
ID NLM: 101092791

Informations de publication

Date de publication:
08 Jun 2021
Historique:
received: 16 05 2021
revised: 03 06 2021
accepted: 05 06 2021
entrez: 2 7 2021
pubmed: 3 7 2021
medline: 13 7 2021
Statut: epublish

Résumé

With advanced technology and its development, bioinformatics is one of the avant-garde fields that has managed to make amazing progress in the pharmaceutical-medical field by modeling the infrastructural dimensions of healthcare and integrating computing tools in drug innovation, facilitating prevention, detection/more accurate diagnosis, and treatment of disorders, while saving time and money. By association, bioinformatics and pharmacovigilance promoted both sample analyzes and interpretation of drug side effects, also focusing on drug discovery and development (DDD), in which systems biology, a personalized approach, and drug repositioning were considered together with translational medicine. The role of bioinformatics has been highlighted in DDD, proteomics, genetics, modeling, miRNA discovery and assessment, and clinical genome sequencing. The authors have collated significant data from the most known online databases and publishers, also narrowing the diversified applications, in order to target four major areas (tetrad): DDD, anti-microbial research, genomic sequencing, and miRNA research and its significance in the management of current pandemic context. Our analysis aims to provide optimal data in the field by stratification of the information related to the published data in key sectors and to capture the attention of researchers interested in bioinformatics, a field that has succeeded in advancing the healthcare paradigm by introducing developing techniques and multiple database platforms, addressed in the manuscript.

Identifiants

pubmed: 34201152
pii: ijms22126184
doi: 10.3390/ijms22126184
pmc: PMC8227524
pii:
doi:

Substances chimiques

MicroRNAs 0

Types de publication

Journal Article Review

Langues

eng

Sous-ensembles de citation

IM

Références

Clin Lab Med. 2020 Jun;40(2):163-187
pubmed: 32439067
Curr Protoc Bioinformatics. 2014;45:15.6.1-11
pubmed: 25152801
Indian J Med Res. 2020 Feb & Mar;151(2 & 3):200-209
pubmed: 32242873
Am J Physiol Heart Circ Physiol. 2010 Feb;298(2):H699-718
pubmed: 19933417
Genome Biol Evol. 2014 Apr 30;6(5):1174-85
pubmed: 24787619
Drug Discov Today. 2011 May;16(9-10):426-34
pubmed: 21402166
Bioinformatics. 2016 Sep 1;32(17):2722-4
pubmed: 27153626
Int J Bioinform Res Appl. 2011;7(3):317-33
pubmed: 21816718
Yearb Med Inform. 2001;(1):83-99
pubmed: 27701604
Bioinformatics. 2009 Jul 15;25(14):1754-60
pubmed: 19451168
J Exp Clin Cancer Res. 2012 Apr 30;31:38
pubmed: 22546315
Brief Bioinform. 2014 Jul;15(4):648-59
pubmed: 23376192
Nucleic Acids Res. 2014 Jul;42(12):7539-52
pubmed: 24875477
Proc Int Conf Intell Syst Mol Biol. 1995;3:127-35
pubmed: 7584429
Cell Death Differ. 2021 Feb;28(2):626-639
pubmed: 33479399
Nat Methods. 2012 Jun 10;9(8):811-4
pubmed: 22688413
J Genet Genomics. 2017 May 20;44(5):269-271
pubmed: 28529075
Med J Aust. 2020 Jun;212(10):459-462
pubmed: 32237278
J Chem Theory Comput. 2008 Mar;4(3):435-47
pubmed: 26620784
Nat Genet. 2015 Mar;47(3):296-303
pubmed: 25621458
Nucleic Acids Res. 2015 Jul 1;43(W1):W193-9
pubmed: 25940629
Tuberculosis (Edinb). 2016 Dec;101:31-40
pubmed: 27865394
Genes Dev. 2003 Apr 15;17(8):991-1008
pubmed: 12672692
Cell Death Differ. 2013 Feb;20(2):367
pubmed: 23175189
J Otol. 2019 Dec;14(4):121-127
pubmed: 32742271
Nucleic Acids Res. 2013 Jul;41(Web Server issue):W29-33
pubmed: 23609542
Pathol Biol (Paris). 2009 Jun;57(4):324-33
pubmed: 19070972
Curr Pharm Des. 2016;22(21):3097-108
pubmed: 26907947
Genet Mol Res. 2007 Oct 05;6(4):859-65
pubmed: 18058708
Nucleic Acids Res. 2017 Sep 19;45(16):9290-9301
pubmed: 28934507
Sci Total Environ. 2019 Jul 20;675:51-61
pubmed: 31026643
Oncotarget. 2015 Nov 17;6(36):38854-65
pubmed: 26513174
Nucleic Acids Res. 2014 Jan;42(Database issue):D68-73
pubmed: 24275495
Int J Mol Med. 2006 Jun;17(6):967-73
pubmed: 16685403
PLoS One. 2013 Jun 21;8(6):e66857
pubmed: 23805282
Scand J Gastroenterol Suppl. 2002;(236):95-9
pubmed: 12408513
Database (Oxford). 2013 Jul 18;2013:bat049
pubmed: 23868908
Nat Biotechnol. 2017 Nov;35(11):1026-1028
pubmed: 29035372
Proteins. 2005 Dec 1;61(4):878-87
pubmed: 16208716
ISME J. 2012 Jan;6(1):11-20
pubmed: 21716307
Pathogens. 2020 Jul 17;9(7):
pubmed: 32708840
J Proteomics. 2014 Apr 04;100:8-24
pubmed: 24262152
Bioinformatics. 2016 Feb 15;32(4):579-86
pubmed: 26504143
Bioinformatics. 2013 Nov 1;29(21):2669-77
pubmed: 23990416
Nucleic Acids Res. 2015 Jan;43(Database issue):D146-52
pubmed: 25378301
Nucleic Acids Res. 2001 Jan 1;29(1):308-11
pubmed: 11125122
Gene Rep. 2020 Jun;19:100682
pubmed: 32300673
J Comput Aided Mol Des. 2010 May;24(5):417-22
pubmed: 20401516
Genes (Basel). 2019 Nov 04;10(11):
pubmed: 31689965
Eur J Med Res. 2013 Mar 01;18:5
pubmed: 23448234
Annu Int Conf IEEE Eng Med Biol Soc. 2010;2010:1836-9
pubmed: 21096145
PLoS One. 2015 May 01;10(5):e0125222
pubmed: 25932650
Nucleic Acids Res. 2015 Jul 1;43(W1):W467-73
pubmed: 26019179
Genome Biol. 2016 Jun 06;17(1):122
pubmed: 27268795
Nat Methods. 2015 Aug;12(8):697
pubmed: 26226356
BMC Bioinformatics. 2010 Aug 23;11:435
pubmed: 20731828
Genome Res. 2010 Sep;20(9):1297-303
pubmed: 20644199
Bioinformatics. 2015 Jul 15;31(14):2403-5
pubmed: 25762653
Nucleic Acids Res. 2008 Jan;36(Database issue):D190-5
pubmed: 18045787
Front Cell Dev Biol. 2020 Jul 10;8:616
pubmed: 32754599
ISME J. 2012 Aug;6(8):1621-4
pubmed: 22402401
Bioinformatics. 2017 Jun 9;33(19):3137-3139
pubmed: 28605449
J Am Med Inform Assoc. 2016 Jul;23(4):741-9
pubmed: 27107440
Genomics Inform. 2020 Dec;18(4):e43
pubmed: 33412759
Sci Rep. 2016 Jun 24;6:28148
pubmed: 27338832
Bioinformation. 2006 Feb 22;1(3):86-8
pubmed: 17597862
Int Tinnitus J. 2017 Dec 01;21(2):122-127
pubmed: 29336130
Nucleic Acids Res. 2007 Jan;35(Database issue):D381-5
pubmed: 17148483
Nucleic Acids Res. 2000 Jan 1;28(1):235-42
pubmed: 10592235
Curr Comput Aided Drug Des. 2013 Mar;9(1):108-17
pubmed: 23294434
Nucleic Acids Res. 2015 Jan;43(Database issue):D578-82
pubmed: 25274736
Nan Fang Yi Ke Da Xue Xue Bao. 2020 Feb 29;40(2):152-158
pubmed: 32376535
BMC Bioinformatics. 2010 Jan 14;11:29
pubmed: 20074352
J Med Chem. 2009 Apr 9;52(7):2006-15
pubmed: 19296598
Bioinformatics. 2012 Jul 15;28(14):1823-9
pubmed: 22556368
Curr Opin Mol Ther. 2006 Dec;8(6):514-20
pubmed: 17243487
Sci Rep. 2019 Mar 1;9(1):3219
pubmed: 30824715
Clin Ther. 2016 Dec;38(12):2514-2525
pubmed: 27913029
Inflamm Bowel Dis. 2012 Dec;18(12):2315-33
pubmed: 22488912
Curr Protoc Bioinformatics. 2012 Dec;Chapter 1:1.4.1-1.4.33
pubmed: 23255150
Nucleic Acids Res. 2015 Jan;43(Database issue):D36-42
pubmed: 25355515
Nucleic Acids Res. 2009 Jan;37(Database issue):D98-104
pubmed: 18927107
J Transl Med. 2020 Jun 10;18(1):233
pubmed: 32522207
Life Sci. 2020 Sep 15;257:118075
pubmed: 32653522
Nucleic Acids Res. 2014 Jan;42(Database issue):D86-91
pubmed: 24163105
Sci Rep. 2021 Jun 15;11(1):12565
pubmed: 34131209
Curr Pharm Biotechnol. 2010 Nov;11(7):721-34
pubmed: 20809898
Brief Bioinform. 2019 Jan 18;20(1):66-76
pubmed: 28968629
Meta Gene. 2021 Feb;27:100844
pubmed: 33349792
PLoS One. 2013;8(2):e56657
pubmed: 23437201
Database (Oxford). 2015 Dec 04;2015:
pubmed: 26637529
Nucleic Acids Res. 2012 Aug;40(15):e115
pubmed: 22730293
Methods Mol Biol. 2016;1418:93-110
pubmed: 27008011
Nucleic Acids Res. 2010 Sep;38(16):e164
pubmed: 20601685
Brief Bioinform. 2004 Sep;5(3):300-4
pubmed: 15383216
Bioinformatics. 2016 Apr 15;32(8):1220-2
pubmed: 26647377
J Transl Med. 2014 Mar 11;12:66
pubmed: 24618011
J Cheminform. 2015 Feb 26;7:7
pubmed: 25741385
J Comput Chem. 2009 Jul 30;30(10):1545-614
pubmed: 19444816
Nucleic Acids Res. 2012 Jul;40(Web Server issue):W452-7
pubmed: 22689647
BMC Bioinformatics. 2010 Jan 18;11 Suppl 1:S19
pubmed: 20122190
Nucleic Acids Res. 2011 Nov 1;39(20):e136
pubmed: 21835775
Clin Chem. 2020 Jul 1;66(7):966-972
pubmed: 32379863
J Cheminform. 2016 Jun 10;8:32
pubmed: 27293485
Nature. 2020 Jul;583(7815):282-285
pubmed: 32218527
Emerg Microbes Infect. 2020 Dec;9(1):313-319
pubmed: 32020836
Drug Saf. 2014 Jan;37(1):1-8
pubmed: 24264884
Bioinformatics. 2014 Jun 15;30(12):i302-9
pubmed: 24931998
Trends Biotechnol. 1996 Aug;14(8):308-12
pubmed: 8987464
PLoS One. 2019 Dec 5;14(12):e0220215
pubmed: 31805043
Indian J Anaesth. 2016 Sep;60(9):635-639
pubmed: 27729689
Lancet Infect Dis. 2020 May;20(5):533-534
pubmed: 32087114
Nucleic Acids Res. 2011 Jan;39(Database issue):D19-21
pubmed: 21062823
Oncol Lett. 2016 Jul;12(1):157-166
pubmed: 27347118
Microbiol Resour Announc. 2020 Mar 12;9(11):
pubmed: 32165386
Am J Hum Genet. 2012 Nov 2;91(5):839-48
pubmed: 23103226
Front Genet. 2018 Nov 27;9:575
pubmed: 30538723
Genet Mol Biol. 2017 Jul-Sep 01;40(3):553-576
pubmed: 28898352
J Med Chem. 2013 Jun 27;56(12):5203-7
pubmed: 23734609
Bioinformatics. 2012 Jul 1;28(13):1805-6
pubmed: 22543366
Cold Spring Harb Protoc. 2010 Jan;2010(1):pdb.prot5368
pubmed: 20150127
Fly (Austin). 2012 Apr-Jun;6(2):80-92
pubmed: 22728672
Bioinformatics. 2017 May 15;33(10):1554-1560
pubmed: 28108447
Nat Rev Microbiol. 2021 Mar;19(3):141-154
pubmed: 33024307
J Infect. 2020 Aug;81(2):e175-e177
pubmed: 32562797
Perspect Clin Res. 2017 Oct-Dec;8(4):192-195
pubmed: 29109938
Nucleic Acids Res. 2009 Jan;37(1):1-13
pubmed: 19033363
Wiley Interdiscip Rev Syst Biol Med. 2016 Mar-Apr;8(2):104-22
pubmed: 26559926
Brief Bioinform. 2009 Sep;10(5):579-91
pubmed: 19433475
J Med Genet. 2016 Feb;53(2):111-2
pubmed: 26395054
Nucleic Acids Res. 2011 Jan;39(Database issue):D1060-6
pubmed: 21071407
Bioinformatics. 2015 Mar 1;31(5):761-3
pubmed: 25338716
Genet Med. 2016 Jul;18(7):712-9
pubmed: 26681316
Bioinformatics. 2012 Mar 15;28(6):771-6
pubmed: 22285563
Nat Genet. 2014 Mar;46(3):310-5
pubmed: 24487276
Int J Mol Sci. 2016 Apr 27;17(5):
pubmed: 27128908
J Cheminform. 2011 Oct 07;3:33
pubmed: 21982300
Bioinformatics. 2009 Nov 1;25(21):2865-71
pubmed: 19561018
Database (Oxford). 2016 Apr 07;2016:
pubmed: 27055828
Nat Methods. 2015 Jan;12(1):59-60
pubmed: 25402007
Eur J Pharmacol. 2009 Dec 25;625(1-3):90-100
pubmed: 19835861
Curr Protoc Bioinformatics. 2003 Feb;Chapter 6:Unit 6.4
pubmed: 18428704
Adv Wound Care (New Rochelle). 2013 Nov;2(9):470-489
pubmed: 24527359
Curr Opin Biotechnol. 1994 Dec;5(6):648-53
pubmed: 7765748
mSphere. 2020 May 6;5(3):
pubmed: 32376697
Hum Mutat. 2015 Apr;36(4):E2423-9
pubmed: 25703262
J Control Release. 2018 Jan 10;269:63-87
pubmed: 29129658
Nucleic Acids Res. 2005 Jul 1;33(Web Server issue):W465-7
pubmed: 15980513
Wiley Interdiscip Rev Syst Biol Med. 2014 Jan-Feb;6(1):1-11
pubmed: 24214316
Database (Oxford). 2014 Jul 14;2014:
pubmed: 25024350
Genome Biol. 2010 Jan 20;11(1):R6
pubmed: 20089154
Curr Protoc Bioinformatics. 2014 Sep 08;47:11.12.1-34
pubmed: 25199790
Nature. 2013 Aug 29;500(7464):541-6
pubmed: 23985870
Curr Protoc Bioinformatics. 2008 Dec;Chapter 5:Unit 5.7
pubmed: 19085979
BMC Bioinformatics. 2010 Apr 15;11:190
pubmed: 20398296
BMC Bioinformatics. 2006 Dec 18;7 Suppl 5:S20
pubmed: 17254305
Braz J Microbiol. 2020 Dec;51(4):1593-1599
pubmed: 32592038
Curr Protoc Hum Genet. 2014 Apr 24;81:7.23.1-7.23.21
pubmed: 24763994
Bioinformatics. 2013 Mar 1;29(5):638-44
pubmed: 23325619
Nucleic Acids Res. 2009 Jan;37(Database issue):D105-10
pubmed: 18996891
Curr Top Med Chem. 2016;16(9):1009-25
pubmed: 26306988
Front Genet. 2014 Apr 29;5:100
pubmed: 24808907
Gut. 2021 Feb;70(2):276-284
pubmed: 32690600
Nucleic Acids Res. 2000 Jan 1;28(1):27-30
pubmed: 10592173
Brief Bioinform. 2021 Mar 22;22(2):613-615
pubmed: 33693516
Nucleic Acids Res. 2013 Jul;41(Web Server issue):W165-8
pubmed: 23716633
Nucleic Acids Res. 2013 Jan;41(Database issue):D252-7
pubmed: 23193297
Nucleic Acids Res. 2016 Jul 8;44(W1):W128-34
pubmed: 27207881
Audiol Neurootol. 2018;23(4):208-215
pubmed: 30380528
Clin Chem. 2015 Jan;61(1):56-63
pubmed: 25391989
Brief Bioinform. 2008 Jul;9(4):299-306
pubmed: 18417537
Curr Protoc Bioinformatics. 2006 Oct;Chapter 5:Unit-5.6
pubmed: 18428767
Nat Rev Genet. 2019 Aug;20(8):467-484
pubmed: 31068683
Bioinformatics. 2014 Jul 15;30(14):2068-9
pubmed: 24642063
Curr Opin Biotechnol. 2016 Dec;42:13-23
pubmed: 26954946

Auteurs

Tapan Behl (T)

Department of Pharmacology, Chitkara College of Pharmacy, Chitkara University, Punjab 140401, India.

Ishnoor Kaur (I)

Department of Pharmacology, Chitkara College of Pharmacy, Chitkara University, Punjab 140401, India.

Aayush Sehgal (A)

Department of Pharmacology, Chitkara College of Pharmacy, Chitkara University, Punjab 140401, India.

Sukhbir Singh (S)

Department of Pharmacology, Chitkara College of Pharmacy, Chitkara University, Punjab 140401, India.

Saurabh Bhatia (S)

Amity Institute of Pharmacy, Amity University, Gurugram 122413, India.
Natural & Medical Sciences Research Centre, University of Nizwa, Birkat Al Mauz, Nizwa 616, Oman.

Ahmed Al-Harrasi (A)

Natural & Medical Sciences Research Centre, University of Nizwa, Birkat Al Mauz, Nizwa 616, Oman.

Gokhan Zengin (G)

Department of Biology, Faculty of Science, Selcuk University Campus, 42130 Konya, Turkey.

Elena Emilia Babes (EE)

Department of Medical Disciplines, Faculty of Medicine and Pharmacy, University of Oradea, 410073 Oradea, Romania.

Ciprian Brisc (C)

Department of Medical Disciplines, Faculty of Medicine and Pharmacy, University of Oradea, 410073 Oradea, Romania.

Manuela Stoicescu (M)

Department of Medical Disciplines, Faculty of Medicine and Pharmacy, University of Oradea, 410073 Oradea, Romania.

Mirela Marioara Toma (MM)

Department of Pharmacy, Faculty of Medicine and Pharmacy, University of Oradea, 410028 Oradea, Romania.
Doctoral School of Biomedical Sciences, University of Oradea, 410087 Oradea, Romania.

Cristian Sava (C)

Department of Medical Disciplines, Faculty of Medicine and Pharmacy, University of Oradea, 410073 Oradea, Romania.

Simona Gabriela Bungau (SG)

Department of Pharmacy, Faculty of Medicine and Pharmacy, University of Oradea, 410028 Oradea, Romania.
Doctoral School of Biomedical Sciences, University of Oradea, 410087 Oradea, Romania.

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