The efficacy of machine learning algorithm for raw drug authentication in
Artificial intelligence
DNA barcoding
Machine learning algorithm
Medicinal plants
Threatened species
Journal
Physiology and molecular biology of plants : an international journal of functional plant biology
ISSN: 0971-5894
Titre abrégé: Physiol Mol Biol Plants
Pays: India
ID NLM: 101304333
Informations de publication
Date de publication:
Mar 2021
Mar 2021
Historique:
received:
03
01
2021
revised:
19
02
2021
accepted:
02
03
2021
entrez:
15
4
2021
pubmed:
16
4
2021
medline:
16
4
2021
Statut:
ppublish
Résumé
Medicinal plants are a valuable resource for traditional as well as modern medicine. Consequently huge demand has exerted a heavy strain on the existing natural resources. Due to over exploitation and unscientific collection most of the commercially traded ayurvedic plants are in the phase of depletion. Adulteration of expensive raw drugs with inferior taxa has become a common practice to meet the annual demand of the ayurvedic industry. Although there are several recommended methods for proper identification varying from the traditional taxonomic to organoleptic and physiochemical, it is difficult to authenticate ayurvedic raw drugs available in extremely dried, powdered or shredded forms. In this regard, the study addresses proper authentication and illicit trade in
Identifiants
pubmed: 33854287
doi: 10.1007/s12298-021-00965-9
pii: 965
pmc: PMC7981360
doi:
Types de publication
Journal Article
Langues
eng
Pagination
605-617Informations de copyright
© Prof. H.S. Srivastava Foundation for Science and Society 2021.
Déclaration de conflit d'intérêts
Conflict of interestsThe authors declare that they have no conflict of interests.
Références
Front Pharmacol. 2019 Oct 24;10:1227
pubmed: 31708772
Int J Legal Med. 2016 Nov;130(6):1457-1470
pubmed: 27627901
Chem Biol Interact. 2020 Feb 1;317:108947
pubmed: 31968208
Eur J Clin Pharmacol. 2013 Mar;69(3):295-307
pubmed: 22843016
J Genet Eng Biotechnol. 2016 Dec;14(2):349-362
pubmed: 30647633
Int J Legal Med. 2015 Jul;129(4):693-700
pubmed: 25425095
BMC Biol. 2020 Mar 25;18(1):33
pubmed: 32213189
PLoS One. 2018 Apr 6;13(4):e0195240
pubmed: 29624609
3 Biotech. 2018 Mar;8(3):135
pubmed: 29479511
Nat Rev Genet. 2012 Mar 28;13(5):303-14
pubmed: 22456349
BMC Med. 2013 Oct 11;11:222
pubmed: 24120035
Molecules. 2017 Nov 07;22(11):
pubmed: 29112173
PLoS One. 2015 Sep 16;10(9):e0138231
pubmed: 26375850
PeerJ. 2019 Apr 16;7:e6730
pubmed: 31024763
J Ethnopharmacol. 2014 Aug 8;155(1):815-22
pubmed: 24971797
BioData Min. 2014 Apr 11;7(1):4
pubmed: 24721333
Phytochem Anal. 2017 Jul;28(4):277-288
pubmed: 28111813
Phytochem Anal. 2018 Mar;29(2):123-128
pubmed: 28906059
PLoS Biol. 2005 Dec;3(12):e422
pubmed: 16336051
J Ethnopharmacol. 2013 Aug 26;149(1):235-44
pubmed: 23806867
Mol Ecol Resour. 2009 Mar;9(2):439-57
pubmed: 21564673
Sci Rep. 2011;1:42
pubmed: 22355561
J AOAC Int. 2012 Jul-Aug;95(4):1023-34
pubmed: 22970567
Planta. 2019 May;249(5):1617-1625
pubmed: 30825008
Drug Saf. 2015 Jul;38(7):611-20
pubmed: 26076652
Biol Pharm Bull. 2002 Jun;25(6):753-60
pubmed: 12081142
J Altern Complement Med. 2013 Dec;19(12):957-63
pubmed: 23829812
Evid Based Complement Alternat Med. 2005 Sep;2(3):375-81
pubmed: 16136216
J Ethnopharmacol. 2010 Jul 20;130(2):208-15
pubmed: 20435119
Mol Biol Evol. 2013 Dec;30(12):2725-9
pubmed: 24132122
Syst Biol. 2003 Oct;52(5):696-704
pubmed: 14530136
Drug Saf. 2017 Aug;40(8):651-661
pubmed: 28389979
Proc Natl Acad Sci U S A. 2009 Aug 4;106(31):12794-7
pubmed: 19666622
Front Pharmacol. 2021 Jan 11;11:612071
pubmed: 33505315
J Ethnopharmacol. 2003 Jun;86(2-3):249-52
pubmed: 12738095
Int J Mol Sci. 2017 Jan 29;18(2):
pubmed: 28146082
Ecology. 2011 Jun;92(6):1201-7
pubmed: 21797148
Front Pharmacol. 2020 Jun 09;11:876
pubmed: 32581819
Front Pharmacol. 2017 Jun 19;8:378
pubmed: 28674497
Mol Biol Evol. 1994 May;11(3):459-68
pubmed: 8015439
Sci Rep. 2018 Jul 12;8(1):10561
pubmed: 30002410
Sci Rep. 2013 Dec 17;3:3518
pubmed: 24343362
Mol Biol Evol. 2016 Jul;33(7):1870-4
pubmed: 27004904
PLoS One. 2015 May 15;10(5):e0127866
pubmed: 25978064
Nucleic Acids Res. 1994 Nov 11;22(22):4673-80
pubmed: 7984417
PLoS One. 2007 Jun 06;2(6):e508
pubmed: 17551588
Plant Biotechnol J. 2016 Jan;14(1):8-21
pubmed: 26079154