Prevalence of pharmacogenomic variants in 100 pharmacogenes among Southeast Asian populations under the collaboration of the Southeast Asian Pharmacogenomics Research Network (SEAPharm)

Pharmacogenomics can enhance the outcome of treatment by adopting pharmacogenomic testing to maximize drug efficacy and lower the risk of serious adverse events. Next-generation sequencing (NGS) is a cost-effective technology for genotyping several pharmacogenomic loci at once, thereby increasing pu...

Full description

Saved in:
Bibliographic Details
Published inHuman genome variation Vol. 8; no. 1; pp. 7 - 6
Main Authors Runcharoen, Chakkaphan, Fukunaga, Koya, Sensorn, Insee, Iemwimangsa, Nareenart, Klumsathian, Sommon, Tong, Hang, Vo, Nam Sy, Le, Ly, Hlaing, Tin Maung, Thant, Myo, Zain, Shamsul Mohd, Mohamed, Zahurin, Pung, Yuh-Fen, Capule, Francis, Nevado, Jose, Silao, Catherine Lynn, Al-Mahayri, Zeina N., Ali, Bassam R., Yuliwulandari, Rika, Prayuni, Kinasih, Zahroh, Hilyatuz, Noor, Dzul Azri Mohamed, Xangsayarath, Phonepadith, Xayavong, Dalouny, Kounnavong, Sengchanh, Sayasone, Somphou, Kordou, Zoe, Liopetas, Ioannis, Tsikrika, Athina, Tsermpini, Evangelia-Eirini, Koromina, Maria, Mitropoulou, Christina, Patrinos, George P., Kesornsit, Aumpika, Charoenyingwattana, Angkana, Wattanapokayakit, Sukanya, Mahasirimongkol, Surakameth, Mushiroda, Taisei, Chantratita, Wasun
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 04.02.2021
Springer Nature B.V
Nature Publishing Group
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Pharmacogenomics can enhance the outcome of treatment by adopting pharmacogenomic testing to maximize drug efficacy and lower the risk of serious adverse events. Next-generation sequencing (NGS) is a cost-effective technology for genotyping several pharmacogenomic loci at once, thereby increasing publicly available data. A panel of 100 pharmacogenes among Southeast Asian (SEA) populations was resequenced using the NGS platform under the collaboration of the Southeast Asian Pharmacogenomics Research Network (SEAPharm). Here, we present the frequencies of pharmacogenomic variants and the comparison of these pharmacogenomic variants among different SEA populations and other populations used as controls. We investigated the different types of pharmacogenomic variants, especially those that may have a functional impact. Our results provide substantial genetic variations at 100 pharmacogenomic loci among SEA populations that may contribute to interpopulation variability in drug response phenotypes. Correspondingly, this study provides basic information for further pharmacogenomic investigations in SEA populations.
AbstractList Pharmacogenomics can enhance the outcome of treatment by adopting pharmacogenomic testing to maximize drug efficacy and lower the risk of serious adverse events. Next-generation sequencing (NGS) is a cost-effective technology for genotyping several pharmacogenomic loci at once, thereby increasing publicly available data. A panel of 100 pharmacogenes among Southeast Asian (SEA) populations was resequenced using the NGS platform under the collaboration of the Southeast Asian Pharmacogenomics Research Network (SEAPharm). Here, we present the frequencies of pharmacogenomic variants and the comparison of these pharmacogenomic variants among different SEA populations and other populations used as controls. We investigated the different types of pharmacogenomic variants, especially those that may have a functional impact. Our results provide substantial genetic variations at 100 pharmacogenomic loci among SEA populations that may contribute to interpopulation variability in drug response phenotypes. Correspondingly, this study provides basic information for further pharmacogenomic investigations in SEA populations.Pharmacogenomics can enhance the outcome of treatment by adopting pharmacogenomic testing to maximize drug efficacy and lower the risk of serious adverse events. Next-generation sequencing (NGS) is a cost-effective technology for genotyping several pharmacogenomic loci at once, thereby increasing publicly available data. A panel of 100 pharmacogenes among Southeast Asian (SEA) populations was resequenced using the NGS platform under the collaboration of the Southeast Asian Pharmacogenomics Research Network (SEAPharm). Here, we present the frequencies of pharmacogenomic variants and the comparison of these pharmacogenomic variants among different SEA populations and other populations used as controls. We investigated the different types of pharmacogenomic variants, especially those that may have a functional impact. Our results provide substantial genetic variations at 100 pharmacogenomic loci among SEA populations that may contribute to interpopulation variability in drug response phenotypes. Correspondingly, this study provides basic information for further pharmacogenomic investigations in SEA populations.
Pharmacogenomics can enhance the outcome of treatment by adopting pharmacogenomic testing to maximize drug efficacy and lower the risk of serious adverse events. Next-generation sequencing (NGS) is a cost-effective technology for genotyping several pharmacogenomic loci at once, thereby increasing publicly available data. A panel of 100 pharmacogenes among Southeast Asian (SEA) populations was resequenced using the NGS platform under the collaboration of the Southeast Asian Pharmacogenomics Research Network (SEAPharm). Here, we present the frequencies of pharmacogenomic variants and the comparison of these pharmacogenomic variants among different SEA populations and other populations used as controls. We investigated the different types of pharmacogenomic variants, especially those that may have a functional impact. Our results provide substantial genetic variations at 100 pharmacogenomic loci among SEA populations that may contribute to interpopulation variability in drug response phenotypes. Correspondingly, this study provides basic information for further pharmacogenomic investigations in SEA populations.
Abstract Pharmacogenomics can enhance the outcome of treatment by adopting pharmacogenomic testing to maximize drug efficacy and lower the risk of serious adverse events. Next-generation sequencing (NGS) is a cost-effective technology for genotyping several pharmacogenomic loci at once, thereby increasing publicly available data. A panel of 100 pharmacogenes among Southeast Asian (SEA) populations was resequenced using the NGS platform under the collaboration of the Southeast Asian Pharmacogenomics Research Network (SEAPharm). Here, we present the frequencies of pharmacogenomic variants and the comparison of these pharmacogenomic variants among different SEA populations and other populations used as controls. We investigated the different types of pharmacogenomic variants, especially those that may have a functional impact. Our results provide substantial genetic variations at 100 pharmacogenomic loci among SEA populations that may contribute to interpopulation variability in drug response phenotypes. Correspondingly, this study provides basic information for further pharmacogenomic investigations in SEA populations.
ArticleNumber 7
Author Sensorn, Insee
Klumsathian, Sommon
Hlaing, Tin Maung
Patrinos, George P.
Vo, Nam Sy
Runcharoen, Chakkaphan
Wattanapokayakit, Sukanya
Mahasirimongkol, Surakameth
Al-Mahayri, Zeina N.
Liopetas, Ioannis
Sayasone, Somphou
Zain, Shamsul Mohd
Yuliwulandari, Rika
Mushiroda, Taisei
Mohamed, Zahurin
Kordou, Zoe
Nevado, Jose
Pung, Yuh-Fen
Kounnavong, Sengchanh
Tsikrika, Athina
Ali, Bassam R.
Chantratita, Wasun
Tsermpini, Evangelia-Eirini
Xayavong, Dalouny
Mitropoulou, Christina
Prayuni, Kinasih
Le, Ly
Noor, Dzul Azri Mohamed
Thant, Myo
Xangsayarath, Phonepadith
Koromina, Maria
Tong, Hang
Silao, Catherine Lynn
Capule, Francis
Zahroh, Hilyatuz
Fukunaga, Koya
Iemwimangsa, Nareenart
Charoenyingwattana, Angkana
Kesornsit, Aumpika
Author_xml – sequence: 1
  givenname: Chakkaphan
  surname: Runcharoen
  fullname: Runcharoen, Chakkaphan
  organization: Center for Medical Genomics, Faculty of Medicine Ramathibodi Hospital, Mahidol University
– sequence: 2
  givenname: Koya
  surname: Fukunaga
  fullname: Fukunaga, Koya
  organization: Laboratory for Pharmacogenomics, RIKEN Center for Integrative Medical Sciences
– sequence: 3
  givenname: Insee
  surname: Sensorn
  fullname: Sensorn, Insee
  organization: Center for Medical Genomics, Faculty of Medicine Ramathibodi Hospital, Mahidol University
– sequence: 4
  givenname: Nareenart
  surname: Iemwimangsa
  fullname: Iemwimangsa, Nareenart
  organization: Center for Medical Genomics, Faculty of Medicine Ramathibodi Hospital, Mahidol University
– sequence: 5
  givenname: Sommon
  surname: Klumsathian
  fullname: Klumsathian, Sommon
  organization: Center for Medical Genomics, Faculty of Medicine Ramathibodi Hospital, Mahidol University
– sequence: 6
  givenname: Hang
  surname: Tong
  fullname: Tong, Hang
  organization: School of Biotechnology, International University, Vietnam National University
– sequence: 7
  givenname: Nam Sy
  surname: Vo
  fullname: Vo, Nam Sy
  organization: Vingroup Big Data Institute
– sequence: 8
  givenname: Ly
  surname: Le
  fullname: Le, Ly
  organization: School of Biotechnology, International University, Vietnam National University, Vingroup Big Data Institute
– sequence: 9
  givenname: Tin Maung
  surname: Hlaing
  fullname: Hlaing, Tin Maung
  organization: Defence Services Medical Academy
– sequence: 10
  givenname: Myo
  surname: Thant
  fullname: Thant, Myo
  organization: Defence Services Medical Research Centre
– sequence: 11
  givenname: Shamsul Mohd
  surname: Zain
  fullname: Zain, Shamsul Mohd
  organization: Department of Pharmacology, Faculty of Medicine, University of Malaya
– sequence: 12
  givenname: Zahurin
  surname: Mohamed
  fullname: Mohamed, Zahurin
  organization: Department of Pharmacology, Faculty of Medicine, University of Malaya
– sequence: 13
  givenname: Yuh-Fen
  surname: Pung
  fullname: Pung, Yuh-Fen
  organization: Department of Biomedical Sciences, University of Nottingham (Malaysia Campus)
– sequence: 14
  givenname: Francis
  surname: Capule
  fullname: Capule, Francis
  organization: Department of Pharmacy, College of Pharmacy, University of the Philippines Manila
– sequence: 15
  givenname: Jose
  surname: Nevado
  fullname: Nevado, Jose
  organization: Institute of Human Genetics, National Institutes of Health, University of the Philippines Manila
– sequence: 16
  givenname: Catherine Lynn
  surname: Silao
  fullname: Silao, Catherine Lynn
  organization: Institute of Human Genetics, National Institutes of Health, University of the Philippines Manila, Department of Pediatrics, Philippine General Hospital and College of Medicine, University of the Philippines Manila
– sequence: 17
  givenname: Zeina N.
  orcidid: 0000-0002-4673-6692
  surname: Al-Mahayri
  fullname: Al-Mahayri, Zeina N.
  organization: Department of Pathology, College of Medicine and Health Sciences, United Arab Emirates University
– sequence: 18
  givenname: Bassam R.
  surname: Ali
  fullname: Ali, Bassam R.
  organization: Department of Pathology and Department of Genetics and Genomics, College of Medicine and Health Sciences, United Arab Emirates University
– sequence: 19
  givenname: Rika
  orcidid: 0000-0003-1682-6280
  surname: Yuliwulandari
  fullname: Yuliwulandari, Rika
  organization: Department of Pharmacology, Faculty of Medicine, YARSI University, Genetic Research Center, YARSI Research Institute, YARSI University
– sequence: 20
  givenname: Kinasih
  surname: Prayuni
  fullname: Prayuni, Kinasih
  organization: Genetic Research Center, YARSI Research Institute, YARSI University
– sequence: 21
  givenname: Hilyatuz
  surname: Zahroh
  fullname: Zahroh, Hilyatuz
  organization: Genetic Research Center, YARSI Research Institute, YARSI University
– sequence: 22
  givenname: Dzul Azri Mohamed
  surname: Noor
  fullname: Noor, Dzul Azri Mohamed
  organization: School of Pharmaceutical Sciences, Universiti Sains Malaysia
– sequence: 23
  givenname: Phonepadith
  surname: Xangsayarath
  fullname: Xangsayarath, Phonepadith
  organization: National Center for Laboratory and Epidemiology (NCLE)
– sequence: 24
  givenname: Dalouny
  surname: Xayavong
  fullname: Xayavong, Dalouny
  organization: National Center for Laboratory and Epidemiology (NCLE)
– sequence: 25
  givenname: Sengchanh
  surname: Kounnavong
  fullname: Kounnavong, Sengchanh
  organization: Lao Tropical and Public Health Institute
– sequence: 26
  givenname: Somphou
  surname: Sayasone
  fullname: Sayasone, Somphou
  organization: Lao Tropical and Public Health Institute
– sequence: 27
  givenname: Zoe
  surname: Kordou
  fullname: Kordou, Zoe
  organization: University of Patras, School of Health Sciences, Department of Pharmacy, Laboratory of Pharmacogenomics and Individualised Therapy
– sequence: 28
  givenname: Ioannis
  surname: Liopetas
  fullname: Liopetas, Ioannis
  organization: University of Patras, School of Health Sciences, Department of Pharmacy, Laboratory of Pharmacogenomics and Individualised Therapy
– sequence: 29
  givenname: Athina
  surname: Tsikrika
  fullname: Tsikrika, Athina
  organization: University of Patras, School of Health Sciences, Department of Pharmacy, Laboratory of Pharmacogenomics and Individualised Therapy
– sequence: 30
  givenname: Evangelia-Eirini
  orcidid: 0000-0002-8592-7790
  surname: Tsermpini
  fullname: Tsermpini, Evangelia-Eirini
  organization: University of Patras, School of Health Sciences, Department of Pharmacy, Laboratory of Pharmacogenomics and Individualised Therapy
– sequence: 31
  givenname: Maria
  surname: Koromina
  fullname: Koromina, Maria
  organization: University of Patras, School of Health Sciences, Department of Pharmacy, Laboratory of Pharmacogenomics and Individualised Therapy
– sequence: 32
  givenname: Christina
  surname: Mitropoulou
  fullname: Mitropoulou, Christina
  organization: The Golden Helix Foundation
– sequence: 33
  givenname: George P.
  surname: Patrinos
  fullname: Patrinos, George P.
  organization: Department of Pathology, College of Medicine and Health Sciences, United Arab Emirates University, University of Patras, School of Health Sciences, Department of Pharmacy, Laboratory of Pharmacogenomics and Individualised Therapy
– sequence: 34
  givenname: Aumpika
  surname: Kesornsit
  fullname: Kesornsit, Aumpika
  organization: Graduate Program in Molecular Medicine, Faculty of Science, Mahidol University
– sequence: 35
  givenname: Angkana
  surname: Charoenyingwattana
  fullname: Charoenyingwattana, Angkana
  organization: Center for Medical Genomics, Faculty of Medicine Ramathibodi Hospital, Mahidol University
– sequence: 36
  givenname: Sukanya
  surname: Wattanapokayakit
  fullname: Wattanapokayakit, Sukanya
  organization: Division of Genomic Medicine and Innovation Support, Department of Medical Sciences, Ministry of Public Health
– sequence: 37
  givenname: Surakameth
  surname: Mahasirimongkol
  fullname: Mahasirimongkol, Surakameth
  organization: Division of Genomic Medicine and Innovation Support, Department of Medical Sciences, Ministry of Public Health
– sequence: 38
  givenname: Taisei
  surname: Mushiroda
  fullname: Mushiroda, Taisei
  email: mushiroda@riken.jp
  organization: Laboratory for Pharmacogenomics, RIKEN Center for Integrative Medical Sciences
– sequence: 39
  givenname: Wasun
  surname: Chantratita
  fullname: Chantratita, Wasun
  email: wasun.cha@mahidol.ac.th
  organization: Center for Medical Genomics, Faculty of Medicine Ramathibodi Hospital, Mahidol University
BackLink https://www.ncbi.nlm.nih.gov/pubmed/33542200$$D View this record in MEDLINE/PubMed
BookMark eNp9ks1uEzEUhUeoiJbSF2CBLLEpiwH_zow3SFFVoFIFFQWJneV47iQOM3ZqzwTRN-PtcDKlJFlkZcv3O-deX53n2ZHzDrLsJcFvCWbVu8gJZzLHlOQYEyby-yfZCcWC54yLH0db9-PsLMYFTpSQvCLsWXbMmOCUYnyS_bkJsNItOAPIN2g516HTxs_A-c4atNLBatdHZB0iGG_XISLdeTdDt37o56BjjyYxwWjpl0Ore-tdRIOrIaBURsa3rZ76sCmsW60f96U3u-0j-goRdDBz9Bn6Xz78ROe3l5MN9eZF9rTRbYSzh_M0-_7h8tvFp_z6y8eri8l1boSkfc5AEwHCSAwGeCG0YLQxDdb1tClJwTVMK2CCNNhoKWRNCgxNUaU9AXBa1ew0uxp9a68Xahlsp8Nv5bVVmwcfZkqH3poWVC2nmiYREJI2XYAUhWlKjJtGUmnE2uv96LUcph3UBlwfdLtjultxdq5mfqXKqqAFFcng_MEg-LsBYq86Gw2k1TrwQ1SUVyURVUnLhL7eQxd-CC6tStGCVCVPkDxIpS8wRqjEiXq1PffjwP9ylAA6Aib4GAM0jwjBap1XNeZVpbyqTV7VfRJVeyJj-00-0t9te1jKRmlMfdwMwv-xD6j-ArgwAys
CitedBy_id crossref_primary_10_2147_JMDH_S458564
crossref_primary_10_2217_pgs_2021_0071
crossref_primary_10_1016_j_phrs_2022_106087
crossref_primary_10_1016_j_xhgg_2022_100100
crossref_primary_10_1080_17425255_2023_2178895
crossref_primary_10_1111_cts_13781
crossref_primary_10_3389_fphar_2022_1013527
crossref_primary_10_1007_s00439_021_02369_x
crossref_primary_10_3389_fgene_2021_736626
crossref_primary_10_1128_AAC_00275_21
crossref_primary_10_3390_ijms232113485
crossref_primary_10_2217_pgs_2021_0012
crossref_primary_10_1007_s00439_023_02628_z
crossref_primary_10_2174_0115701611283841231227064343
crossref_primary_10_1186_s40246_021_00352_1
crossref_primary_10_3389_fphar_2023_1184523
crossref_primary_10_3389_fphar_2023_1292416
crossref_primary_10_1038_s41598_024_79018_6
crossref_primary_10_3390_pharmaceutics14112481
crossref_primary_10_1007_s00439_022_02456_7
crossref_primary_10_1038_s41397_024_00334_1
crossref_primary_10_1016_j_isci_2024_110916
crossref_primary_10_1093_database_baac092
Cites_doi 10.1016/j.ygeno.2008.05.004
10.1097/01.fpc.0000178311.02878.83
10.1038/tpj.2016.39
10.3389/fphar.2019.01169
10.1038/nrd4461
10.1002/jcla.21754
10.18632/oncotarget.25712
10.1159/000502916
10.1016/j.tips.2004.02.007
10.1089/omi.2018.0114
10.1097/FPC.0000000000000182
10.3389/fphar.2019.00240
10.1101/gr.107524.110
10.1038/gim.2016.33
10.1371/journal.pone.0162866
10.1016/j.jns.2016.07.041
10.1016/j.etap.2015.08.033
10.1038/clpt.2010.348
10.1002/cpt.315
10.2133/dmpk.23.476
10.1111/tbj.12518
10.1186/s40246-018-0157-3
10.1093/hmg/ddt588
10.2217/pgs-2017-0204
10.31557/APJCP.2019.20.11.3331
10.3949/ccjm.87a.19073
10.1038/tpj.2016.77
10.1093/bib/bbaa227
10.3390/jpm9030040
ContentType Journal Article
Copyright The Author(s) 2021
The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: The Author(s) 2021
– notice: The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID C6C
AAYXX
CITATION
NPM
3V.
7T3
7X7
7XB
8FD
8FE
8FH
8FI
8FJ
8FK
ABUWG
AFKRA
AZQEC
BBNVY
BENPR
BHPHI
CCPQU
DWQXO
FR3
FYUFA
GHDGH
GNUQQ
HCIFZ
K9.
LK8
M0S
M7P
P64
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
7X8
5PM
DOA
DOI 10.1038/s41439-021-00135-z
DatabaseName Springer Nature OA Free Journals (WRLC)
CrossRef
PubMed
ProQuest Central (Corporate)
Human Genome Abstracts
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Technology Research Database
ProQuest SciTech Collection
ProQuest Natural Science Collection
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
Biological Science Collection
ProQuest Central (New)
Natural Science Collection
ProQuest One Community College
ProQuest Central
Engineering Research Database
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
SciTech Premium Collection
ProQuest Health & Medical Complete (Alumni)
ProQuest Biological Science Collection
ProQuest Health & Medical Collection
Biological Science Database
Biotechnology and BioEngineering Abstracts
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
PubMed
Publicly Available Content Database
ProQuest Central Student
Technology Research Database
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest Natural Science Collection
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
Health Research Premium Collection
Health and Medicine Complete (Alumni Edition)
Natural Science Collection
ProQuest Central Korea
Biological Science Collection
ProQuest Central (New)
Human Genome Abstracts
ProQuest Biological Science Collection
ProQuest One Academic Eastern Edition
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
Biological Science Database
ProQuest SciTech Collection
ProQuest Hospital Collection (Alumni)
Biotechnology and BioEngineering Abstracts
ProQuest Health & Medical Complete
ProQuest One Academic UKI Edition
Engineering Research Database
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList MEDLINE - Academic


CrossRef
Publicly Available Content Database

Publicly Available Content Database
PubMed
Database_xml – sequence: 1
  dbid: C6C
  name: Springer Nature OA Free Journals
  url: http://www.springeropen.com/
  sourceTypes: Publisher
– sequence: 2
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 3
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 4
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
EISSN 2054-345X
EndPage 6
ExternalDocumentID oai_doaj_org_article_d9ba2428e119486e956cf700ff929c5d
PMC7862625
33542200
10_1038_s41439_021_00135_z
Genre Journal Article
GrantInformation_xml – fundername: Ministry of Higher Education (MoHE) (FP027-2018A)
– fundername: European commission
– fundername: Thailand Center of Excellence for Life Sciences (TCELS)
– fundername: Vingroup Innovation Fund (DG4VN)
– fundername: UAEU and Ministry of Education for funding (31R091)
– fundername: Thailand Research Fund (TRF)
  grantid: IRN60W0003; IRN60W0003; IRN60W0003
  funderid: https://doi.org/10.13039/501100004396
– fundername: European commission (H2020-668353)
– fundername: Vietnam National University at Ho Chi Minh City (GEN2019-28-01/HD-KHCN)
– fundername: Thailand Research Fund (TRF)
  grantid: IRN60W0003
– fundername: ;
– fundername: ;
  grantid: IRN60W0003; IRN60W0003; IRN60W0003
GroupedDBID 0R~
3V.
53G
5VS
7X7
8FI
8FJ
AAJSJ
ABUWG
ACGFS
ACSMW
ADBBV
AFKRA
AJTQC
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AOIJS
BAWUL
BBNVY
BCNDV
BENPR
BHPHI
BPHCQ
BVXVI
C6C
CCPQU
DIK
EBLON
EBS
EMOBN
FYUFA
GROUPED_DOAJ
HCIFZ
HMCUK
HYE
KQ8
M7P
M~E
NAO
OK1
PIMPY
PQQKQ
PROAC
RNT
RPM
SNYQT
UKHRP
AASML
AAYXX
CITATION
PHGZM
PHGZT
NPM
7T3
7XB
8FD
8FE
8FH
8FK
AARCD
AZQEC
DWQXO
FR3
GNUQQ
K9.
LK8
P64
PKEHL
PQEST
PQGLB
PQUKI
PRINS
7X8
5PM
PUEGO
ID FETCH-LOGICAL-c592t-3ea15e5c90ece465a532fcf0adbf7164aeb8e351f0ca959d160ef68813ee428d3
IEDL.DBID DOA
ISSN 2054-345X
IngestDate Wed Aug 27 01:24:08 EDT 2025
Thu Aug 21 17:29:04 EDT 2025
Mon Jul 21 11:22:43 EDT 2025
Wed Aug 13 10:55:40 EDT 2025
Wed Aug 13 07:38:21 EDT 2025
Thu Jan 02 22:56:44 EST 2025
Tue Jul 01 02:40:51 EDT 2025
Thu Apr 24 23:02:29 EDT 2025
Fri Feb 21 02:39:32 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Language English
License Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c592t-3ea15e5c90ece465a532fcf0adbf7164aeb8e351f0ca959d160ef68813ee428d3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
ORCID 0000-0002-8592-7790
0000-0002-4673-6692
0000-0003-1682-6280
OpenAccessLink https://doaj.org/article/d9ba2428e119486e956cf700ff929c5d
PMID 33542200
PQID 2486331290
PQPubID 2041955
PageCount 6
ParticipantIDs doaj_primary_oai_doaj_org_article_d9ba2428e119486e956cf700ff929c5d
pubmedcentral_primary_oai_pubmedcentral_nih_gov_7862625
proquest_miscellaneous_2487158727
proquest_journals_2618747279
proquest_journals_2486331290
pubmed_primary_33542200
crossref_primary_10_1038_s41439_021_00135_z
crossref_citationtrail_10_1038_s41439_021_00135_z
springer_journals_10_1038_s41439_021_00135_z
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2021-02-04
PublicationDateYYYYMMDD 2021-02-04
PublicationDate_xml – month: 02
  year: 2021
  text: 2021-02-04
  day: 04
PublicationDecade 2020
PublicationPlace London
PublicationPlace_xml – name: London
– name: England
PublicationTitle Human genome variation
PublicationTitleAbbrev Hum Genome Var
PublicationTitleAlternate Hum Genome Var
PublicationYear 2021
Publisher Nature Publishing Group UK
Springer Nature B.V
Nature Publishing Group
Publisher_xml – name: Nature Publishing Group UK
– name: Springer Nature B.V
– name: Nature Publishing Group
References Herrlinger (CR18) 2011; 89
Nigam (CR9) 2015; 14
Drenberg (CR21) 2016; 99
Chan (CR7) 2016; 26
Hocevar, Maver, Peterlin (CR27) 2019; 10
Lu, Chang, Chang, Lin, Chang (CR13) 2015; 29
Hockings (CR1) 2020; 87
Dorji, Tshering, Na-Bangchang (CR14) 2019; 44
Ho, Koo, Yee, Lee (CR19) 2008; 23
Kozyra, Ingelman-Sundberg, Lauschke (CR28) 2017; 19
Mizzi (CR22) 2016; 11
Ahmed, Husain, Kumar, Ramakrishnan (CR15) 2016; 368
Ingelman-Sundberg, Mkrtchian, Zhou, Lauschke (CR30) 2018; 12
Naranjo (CR23) 2018; 22
CR2
McKenna (CR5) 2010; 20
CR6
Rinaldi (CR16) 2019; 20
Ingelman-Sundberg (CR8) 2004; 25
Gonzalez-Covarrubias (CR26) 2019; 10
Yoshihama (CR4) 2018; 9
Chumnumwat (CR3) 2019; 22
Wright, Carleton, Hayden, Ross (CR29) 2018; 18
Sivadas, Salleh, Teh, Scaria (CR24) 2017; 17
Qin (CR12) 2008; 92
Wang, Johnson, Papp, Kroetz, Sadee (CR17) 2005; 15
Gordon (CR25) 2014; 23
Chin, Chan, Abdul Rahman, Noor Akmal, Rosli (CR11) 2016; 22
Hoefer (CR10) 2018; 19
Namgoong (CR20) 2015; 40
HC Lu (135_CR13) 2015; 29
M Ingelman-Sundberg (135_CR30) 2018; 12
JK Hockings (135_CR1) 2020; 87
I Rinaldi (135_CR16) 2019; 20
SL Chan (135_CR7) 2016; 26
SK Nigam (135_CR9) 2015; 14
PW Dorji (135_CR14) 2019; 44
A Sivadas (135_CR24) 2017; 17
T Yoshihama (135_CR4) 2018; 9
135_CR6
135_CR2
CC Hoefer (135_CR10) 2018; 19
SS Ahmed (135_CR15) 2016; 368
A McKenna (135_CR5) 2010; 20
K Hocevar (135_CR27) 2019; 10
M Ingelman-Sundberg (135_CR8) 2004; 25
V Gonzalez-Covarrubias (135_CR26) 2019; 10
GEB Wright (135_CR29) 2018; 18
CD Drenberg (135_CR21) 2016; 99
D Wang (135_CR17) 2005; 15
AS Gordon (135_CR25) 2014; 23
WF Ho (135_CR19) 2008; 23
KR Herrlinger (135_CR18) 2011; 89
S Qin (135_CR12) 2008; 92
M Kozyra (135_CR28) 2017; 19
MG Naranjo (135_CR23) 2018; 22
FW Chin (135_CR11) 2016; 22
S Namgoong (135_CR20) 2015; 40
S Chumnumwat (135_CR3) 2019; 22
C Mizzi (135_CR22) 2016; 11
References_xml – volume: 92
  start-page: 152
  year: 2008
  end-page: 158
  ident: CR12
  article-title: Systematic polymorphism analysis of the CYP2D6 gene in four different geographical Han populations in mainland China
  publication-title: Genomics
  doi: 10.1016/j.ygeno.2008.05.004
– volume: 15
  start-page: 693
  year: 2005
  end-page: 704
  ident: CR17
  article-title: Multidrug resistance polypeptide 1 (MDR1, ABCB1) variant 3435C>T affects mRNA stability
  publication-title: Pharmacogenet. Genom.
  doi: 10.1097/01.fpc.0000178311.02878.83
– volume: 17
  start-page: 461
  year: 2017
  end-page: 470
  ident: CR24
  article-title: Genetic epidemiology of pharmacogenetic variants in South East Asian Malays using whole-genome sequences
  publication-title: Pharmacogenomics J.
  doi: 10.1038/tpj.2016.39
– volume: 10
  start-page: 1169
  year: 2019
  ident: CR26
  article-title: Variation in actionable pharmacogenetic markers in natives and mestizos From Mexico
  publication-title: Front. Pharmacol.
  doi: 10.3389/fphar.2019.01169
– volume: 14
  start-page: 29
  year: 2015
  end-page: 44
  ident: CR9
  article-title: What do drug transporters really do?
  publication-title: Nat. Rev. Drug Discov.
  doi: 10.1038/nrd4461
– volume: 29
  start-page: 220
  year: 2015
  end-page: 225
  ident: CR13
  article-title: Developing and evaluating the HRM technique for identifying cytochrome P450 2D6 polymorphisms
  publication-title: J. Clin. Lab Anal.
  doi: 10.1002/jcla.21754
– volume: 9
  start-page: 29789
  year: 2018
  end-page: 29800
  ident: CR4
  article-title: GSTP1 rs1695 is associated with both hematological toxicity and prognosis of ovarian cancer treated with paclitaxel plus carboplatin combination chemotherapy: a comprehensive analysis using targeted resequencing of 100 pharmacogenes
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.25712
– ident: CR2
– volume: 22
  start-page: 132
  year: 2019
  end-page: 139
  ident: CR3
  article-title: Southeast asian pharmacogenomics research network (SEAPharm): current status and perspectives
  publication-title: Public Health Genomics
  doi: 10.1159/000502916
– volume: 25
  start-page: 193
  year: 2004
  end-page: 200
  ident: CR8
  article-title: Pharmacogenetics of cytochrome P450 and its applications in drug therapy: the past, present and future
  publication-title: Trends Pharmacol. Sci.
  doi: 10.1016/j.tips.2004.02.007
– ident: CR6
– volume: 22
  start-page: 575
  year: 2018
  end-page: 588
  ident: CR23
  article-title: Interethnic variability in CYP2D6, CYP2C9, and CYP2C19 genes and predicted drug metabolism phenotypes among 6060 Ibero- and Native Americans: RIBEF-CEIBA Consortium Report on Population Pharmacogenomics
  publication-title: OMICS
  doi: 10.1089/omi.2018.0114
– volume: 26
  start-page: 28
  year: 2016
  end-page: 39
  ident: CR7
  article-title: Genetic diversity of variants involved in drug response and metabolism in Sri Lankan populations: implications for clinical implementation of pharmacogenomics
  publication-title: Pharmacogenet. Genom.
  doi: 10.1097/FPC.0000000000000182
– volume: 44
  start-page: 508
  year: 2019
  end-page: 524
  ident: CR14
  article-title: CYP2C9, CYP2C19, CYP2D6 and CYP3A5 polymorphisms in South-East and East Asian populations: a systematic review
  publication-title: J. Clin. Pharm. Ther.
– volume: 10
  start-page: 240
  year: 2019
  ident: CR27
  article-title: Actionable pharmacogenetic variation in the slovenian genomic database
  publication-title: Front Pharmacol.
  doi: 10.3389/fphar.2019.00240
– volume: 20
  start-page: 1297
  year: 2010
  end-page: 1303
  ident: CR5
  article-title: The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data
  publication-title: Genome Res.
  doi: 10.1101/gr.107524.110
– volume: 19
  start-page: 20
  year: 2017
  end-page: 29
  ident: CR28
  article-title: Rare genetic variants in cellular transporters, metabolic enzymes, and nuclear receptors can be important determinants of interindividual differences in drug response
  publication-title: Genet. Med.
  doi: 10.1038/gim.2016.33
– volume: 11
  year: 2016
  ident: CR22
  article-title: A European spectrum of pharmacogenomic biomarkers: implications for clinical pharmacogenomics
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0162866
– volume: 368
  start-page: 255
  year: 2016
  end-page: 262
  ident: CR15
  article-title: Association between MDR1 gene polymorphisms and Parkinson’s disease in Asian and Caucasian populations: a meta-analysis
  publication-title: J. Neurol. Sci.
  doi: 10.1016/j.jns.2016.07.041
– volume: 40
  start-page: 692
  year: 2015
  end-page: 697
  ident: CR20
  article-title: Comparison of genetic variations of the SLCO1B1, SLCO1B3, and SLCO2B1 genes among five ethnic groups
  publication-title: Environ. Toxicol. Pharmacol.
  doi: 10.1016/j.etap.2015.08.033
– volume: 89
  start-page: 422
  year: 2011
  end-page: 428
  ident: CR18
  article-title: ABCB1 single-nucleotide polymorphisms determine tacrolimus response in patients with ulcerative colitis
  publication-title: Clin. Pharmacol. Ther.
  doi: 10.1038/clpt.2010.348
– volume: 99
  start-page: 651
  year: 2016
  end-page: 660
  ident: CR21
  article-title: Inherited variation in OATP1B1 is associated with treatment outcome in acute myeloid leukemia
  publication-title: Clin. Pharmacol. Ther.
  doi: 10.1002/cpt.315
– volume: 23
  start-page: 476
  year: 2008
  end-page: 482
  ident: CR19
  article-title: Genetic variations of the SLCO1B1 gene in the Chinese, Malay and Indian populations of Singapore
  publication-title: Drug Metab. Pharmacokinet.
  doi: 10.2133/dmpk.23.476
– volume: 22
  start-page: 54
  year: 2016
  end-page: 62
  ident: CR11
  article-title: CYP2D6 genetic polymorphisms and phenotypes in different ethnicities of malaysian breast cancer patients
  publication-title: Breast J.
  doi: 10.1111/tbj.12518
– volume: 12
  year: 2018
  ident: CR30
  article-title: Integrating rare genetic variants into pharmacogenetic drug response predictions
  publication-title: Hum. Genom.
  doi: 10.1186/s40246-018-0157-3
– volume: 23
  start-page: 1957
  year: 2014
  end-page: 1963
  ident: CR25
  article-title: Quantifying rare, deleterious variation in 12 human cytochrome P450 drug-metabolism genes in a large-scale exome dataset
  publication-title: Hum. Mol. Genet.
  doi: 10.1093/hmg/ddt588
– volume: 19
  start-page: 393
  year: 2018
  end-page: 399
  ident: CR10
  article-title: Allelic frequencies of 60 pharmacogene variants assessed within a Burmese population residing in northeast Indiana, USA
  publication-title: Pharmacogenomics
  doi: 10.2217/pgs-2017-0204
– volume: 20
  start-page: 3331
  year: 2019
  end-page: 3334
  ident: CR16
  article-title: Association between C1236T genetic variant of ABCB1 gene and molecular response to imatinib in indonesian chronic myeloid patients
  publication-title: Asian Pac. J. Cancer Prev.
  doi: 10.31557/APJCP.2019.20.11.3331
– volume: 87
  start-page: 91
  year: 2020
  end-page: 99
  ident: CR1
  article-title: Pharmacogenomics: an evolving clinical tool for precision medicine
  publication-title: Cleve Clin. J. Med.
  doi: 10.3949/ccjm.87a.19073
– volume: 18
  start-page: 187
  year: 2018
  end-page: 195
  ident: CR29
  article-title: The global spectrum of protein-coding pharmacogenomic diversity
  publication-title: Pharmacogenomics J.
  doi: 10.1038/tpj.2016.77
– volume: 22
  start-page: 575
  year: 2018
  ident: 135_CR23
  publication-title: OMICS
  doi: 10.1089/omi.2018.0114
– volume: 12
  year: 2018
  ident: 135_CR30
  publication-title: Hum. Genom.
  doi: 10.1186/s40246-018-0157-3
– ident: 135_CR6
  doi: 10.1093/bib/bbaa227
– volume: 11
  year: 2016
  ident: 135_CR22
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0162866
– volume: 23
  start-page: 476
  year: 2008
  ident: 135_CR19
  publication-title: Drug Metab. Pharmacokinet.
  doi: 10.2133/dmpk.23.476
– volume: 10
  start-page: 1169
  year: 2019
  ident: 135_CR26
  publication-title: Front. Pharmacol.
  doi: 10.3389/fphar.2019.01169
– volume: 25
  start-page: 193
  year: 2004
  ident: 135_CR8
  publication-title: Trends Pharmacol. Sci.
  doi: 10.1016/j.tips.2004.02.007
– volume: 18
  start-page: 187
  year: 2018
  ident: 135_CR29
  publication-title: Pharmacogenomics J.
  doi: 10.1038/tpj.2016.77
– ident: 135_CR2
  doi: 10.3390/jpm9030040
– volume: 22
  start-page: 132
  year: 2019
  ident: 135_CR3
  publication-title: Public Health Genomics
  doi: 10.1159/000502916
– volume: 89
  start-page: 422
  year: 2011
  ident: 135_CR18
  publication-title: Clin. Pharmacol. Ther.
  doi: 10.1038/clpt.2010.348
– volume: 23
  start-page: 1957
  year: 2014
  ident: 135_CR25
  publication-title: Hum. Mol. Genet.
  doi: 10.1093/hmg/ddt588
– volume: 20
  start-page: 1297
  year: 2010
  ident: 135_CR5
  publication-title: Genome Res.
  doi: 10.1101/gr.107524.110
– volume: 14
  start-page: 29
  year: 2015
  ident: 135_CR9
  publication-title: Nat. Rev. Drug Discov.
  doi: 10.1038/nrd4461
– volume: 20
  start-page: 3331
  year: 2019
  ident: 135_CR16
  publication-title: Asian Pac. J. Cancer Prev.
  doi: 10.31557/APJCP.2019.20.11.3331
– volume: 10
  start-page: 240
  year: 2019
  ident: 135_CR27
  publication-title: Front Pharmacol.
  doi: 10.3389/fphar.2019.00240
– volume: 17
  start-page: 461
  year: 2017
  ident: 135_CR24
  publication-title: Pharmacogenomics J.
  doi: 10.1038/tpj.2016.39
– volume: 40
  start-page: 692
  year: 2015
  ident: 135_CR20
  publication-title: Environ. Toxicol. Pharmacol.
  doi: 10.1016/j.etap.2015.08.033
– volume: 19
  start-page: 20
  year: 2017
  ident: 135_CR28
  publication-title: Genet. Med.
  doi: 10.1038/gim.2016.33
– volume: 368
  start-page: 255
  year: 2016
  ident: 135_CR15
  publication-title: J. Neurol. Sci.
  doi: 10.1016/j.jns.2016.07.041
– volume: 99
  start-page: 651
  year: 2016
  ident: 135_CR21
  publication-title: Clin. Pharmacol. Ther.
  doi: 10.1002/cpt.315
– volume: 44
  start-page: 508
  year: 2019
  ident: 135_CR14
  publication-title: J. Clin. Pharm. Ther.
– volume: 87
  start-page: 91
  year: 2020
  ident: 135_CR1
  publication-title: Cleve Clin. J. Med.
  doi: 10.3949/ccjm.87a.19073
– volume: 29
  start-page: 220
  year: 2015
  ident: 135_CR13
  publication-title: J. Clin. Lab Anal.
  doi: 10.1002/jcla.21754
– volume: 9
  start-page: 29789
  year: 2018
  ident: 135_CR4
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.25712
– volume: 22
  start-page: 54
  year: 2016
  ident: 135_CR11
  publication-title: Breast J.
  doi: 10.1111/tbj.12518
– volume: 92
  start-page: 152
  year: 2008
  ident: 135_CR12
  publication-title: Genomics
  doi: 10.1016/j.ygeno.2008.05.004
– volume: 15
  start-page: 693
  year: 2005
  ident: 135_CR17
  publication-title: Pharmacogenet. Genom.
  doi: 10.1097/01.fpc.0000178311.02878.83
– volume: 26
  start-page: 28
  year: 2016
  ident: 135_CR7
  publication-title: Pharmacogenet. Genom.
  doi: 10.1097/FPC.0000000000000182
– volume: 19
  start-page: 393
  year: 2018
  ident: 135_CR10
  publication-title: Pharmacogenomics
  doi: 10.2217/pgs-2017-0204
SSID ssj0001594813
Score 2.2950408
Snippet Pharmacogenomics can enhance the outcome of treatment by adopting pharmacogenomic testing to maximize drug efficacy and lower the risk of serious adverse...
Abstract Pharmacogenomics can enhance the outcome of treatment by adopting pharmacogenomic testing to maximize drug efficacy and lower the risk of serious...
SourceID doaj
pubmedcentral
proquest
pubmed
crossref
springer
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 7
SubjectTerms 631/208/457/649/2157
692/308/2056
Biomedical and Life Sciences
Biomedicine
Collaboration
Data Report
Datasets
Drug efficacy
Gene Expression
Gene Function
Gene Therapy
Genetic diversity
Genetic engineering
Genomes
Genomics
Genotyping
Human Genetics
Molecular Medicine
Next-generation sequencing
Pharmacogenomics
Phenotypes
SummonAdditionalLinks – databaseName: Health & Medical Collection
  dbid: 7X7
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwELagSIgL4k2gICNxAEFUJ7Zj-4QW1KpCaoUElfZmOY4NK0GybLYc-s_4d3gcJyWl9JpxnjPjfOMZf4PQS8eNCajCBhc3NGc147kRkuQ1xA5E1Hbg0js6rg5P2MclX6YFtz6VVY5zYpyom87CGvleQPoyQN9SqHfrnzl0jYLsamqhcR3dAOoyKOkSS3G-xhK5SGjaK0Oo3OtZwAcqh7oEAD88P5v9jyJt_2VY89-SyQt50_g7OriDbicciReD4u-ia669h24epUz5ffQbuJlM3FGEO4_XiaEaKFl_rCz-FUJkqIDBqxYXhPwtdz2OHYhw7K4HrX3wAnZa4vXU66vHsPVsg4MYzwwJbgUHL576aX77Ho8Ff_h4KEPHrz7vL-Ko1w_QycH-lw-HeWrTkFuuym1OnSm441YRZx2ruOG09NYT09QeojHjaukoLzyxRnHVFBVxvpJBMc6F4KehD9FO27XuMcLUUupZVTvmLFNehWBHWSJK0xhpakcyVIzK0jZxmEMrje865tKp1IOCdVCwjgrWZxl6M52zHhg8rhz9HmxgGgns2_FAt_mqkzPrRtUmQBvpgtExWbkQY1ovCPE-gE3Lmwztjhak05TQ6zKMpBSW_S4XT_adoReTOPg6JHBM67rTeAlRcBkGZejRYI_Tg1LKWRmmvAyJmaXO3mQuaVffIp-4gKi25Bl6O9r0-WP9_0s9ufotnqJbZXSzMidsF-1sN6fuWcBv2_p5dNI_yctGxQ
  priority: 102
  providerName: ProQuest
– databaseName: Springer Nature OA Free Journals (WRLC)
  dbid: C6C
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3db9QwDLfGkBAviG86BgoSDyCoSJukbR6P06YJaRMSTNpblaYOOwl6p-ttD_vP-O-I04_RcSDxGjttWjuJndg_A7xGZYy3Kqyf4kbEspIqNnnB44p8B55XtsPSOz7Jjk7lpzN1tgPpkAsTgvYDpGVYpofosA-t9Bu7jimggKwWFV_dgtsE3U5aPc_m1-cqAX9E9PkxXBRbuk72oADVv82-_DNM8sZdadiCDu_Dvd52ZLNutA9gB5uHcOe4vx1_BD8Jj8mELCK2dGzVo1ITDOuPhWWX3i2mqBe2aFjC-e90bFmoOsRCRT0q58NmlF3JVmN9r5ZRutmaeTKbKA-9ihpvdv08fX3LhiA_dtKFnrM3Xw5mgevtYzg9PPg6P4r70gyxVTrdxAJNolBZzdGizJRRInXWcVNXjjwwg1WBQiWOW6OVrpOMo8sKLxhE7_DU4gnsNssGnwETVggnswolWqmd9g6OtjxPTW0KUyGPIBmEVdoet5zKZ3wvw_25KMpOwKUXcBkEXF5F8G7ss-pQO_7J_ZF0YOQkxO3QsFx_K3sNLGtdGW_OFJgkXsEy9H6ldTnnznkD06o6gv1Bg8p-GWjL1HMKQUd928kZVUT0FqSO4NVI9vObLm1Mg8uL8Ig8UYVniuBpp4_jQIVQMvXLXAT5RFMnXzKlNIvzgCGekyebqgjeDzp9Pay__6m9_2N_DnfTMO3SmMt92N2sL_CFt-E21cswaX8BevtE5Q
  priority: 102
  providerName: Springer Nature
Title Prevalence of pharmacogenomic variants in 100 pharmacogenes among Southeast Asian populations under the collaboration of the Southeast Asian Pharmacogenomics Research Network (SEAPharm)
URI https://link.springer.com/article/10.1038/s41439-021-00135-z
https://www.ncbi.nlm.nih.gov/pubmed/33542200
https://www.proquest.com/docview/2486331290
https://www.proquest.com/docview/2618747279
https://www.proquest.com/docview/2487158727
https://pubmed.ncbi.nlm.nih.gov/PMC7862625
https://doaj.org/article/d9ba2428e119486e956cf700ff929c5d
Volume 8
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1fb9MwELdgSIgXxH8CozISDyCI5sR2Ej9mVaep0qqJMalvluPYWiVIq6XjYd-Mb8edk5ZmDHjhqZLv0ri-s--uvvsdIe-cNAa8Cgtb3PBYVELGJi9YXGHswPLKdlh6J7Ps-FxM53K-0-oLc8I6eOBu4Q5qVRkwI4VLINwuMgf-vPU5Y96DYbeyxtMXbN5OMNXVByMKCe-rZBgvDloBnoGKMSMB3R4ZXw8sUQDsv83L_D1Z8saNaTBER4_Iw96DpGU388fkjmuekPsn_R35U_IDUZlMqCWiS09XPTY1grF-W1j6HYJjzH2hi4YmjO3SXUtD7yEa-uphUx9aYo0lXW27fLUUi84uKZDpQIXwVTh489HT4etbukn1o7MuAZ2-P5uUgevDM3J-NPkyPo77Bg2xlSpdx9yZRDppFXPWiUwayVNvPTN15TEOM64qHJeJZ9YoqeokY85nBQjGORBpzZ-TvWbZuJeEcsu5F1nlhLNCeQVhjrIsT01tClM5FpFkIyxte_RybKLxVYdbdF7oTsAaBKyDgPV1RD5un1l12B1_5T5EHdhyIu52GABt1L026n9pY0T2Nxqk-8Og1Slwco5_-N1OzrAvIviRKiJvt2TY5Xh1Yxq3vApfkSeyAKaIvOj0cTtRzqVI4bCLSD7Q1MEvGVKaxUVAEs8xnk1lRD5tdPrXtP68Uq_-x0q9Jg_SsBnTmIl9sre-vHJvwL9bVyNyN5_nI3KvLKdnU_g8nMxOP8PoOBuPwjb_CSVKU_g
linkProvider Directory of Open Access Journals
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6VrQRcEG8CBYwEEohGdeI4jwNCW9hqS7urClqpN-M4DqwEybLZguiP4s6_Y-w8SkrprdfM5DnjyTeeF8BTzaVEVKFwiUvmBmnAXRnF1E2N70CjVNW99CbTcHwQvDvkhyvwq62FMWmVrU20hjorldkj30CkHyP09aPk9fyba6ZGmehqO0KjVosd_fMHumzVq-23KN9nvr812n8zdpupAq7iib90mZYe11wlVCsdhFxy5ucqpzJLc-M8SJ3GmnEvp0omPMm8kOo8jGOPaY1YPWN43UuwGjB0ZQawujma7r0_2dWx3U9YU51DWbxRBYhIEtdkQhi4xd3j3h_QDgo4C93-m6R5KlJrf4Bb1-Fag1zJsFa1G7Cii5twedLE5m_Bb9MNStoaJlLmZN70xDZNYL_OFPmOTrnJuSGzgniU_k3XFbEzj4id52eGCZGhqe0k8266WEVMsduCIJn0VNfcyhw8fepe__YVaVMMybROfCfPP4yGluvFbTi4EBHegUFRFvoeEKYYy4Mw1YFWQZIn6F4lika-zGQsU00d8FphCdV0TTfDO74IG71nsagFLFDAwgpYHDvwsjtnXvcMOZd70-hAx2n6fdsD5eKTaMyHyJJUIpiKteehgoUavVqVR5TmOcJbxTMH1loNEo0RqoSPnIyZjcazyd2KcuBJR0brYkJGstDlkb1E5PEYmRy4W-tj96CM8cBHI-tA1NPU3pv0KcXss-1gHhk_2ucOrLc6ffJY__9S989_i8dwZbw_2RW729OdB3DVt0vOd2mwBoPl4kg_RPS4TB81S5bAx4u2En8APm-GUg
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Zb9QwELZKkSpeEDcpBYwEEgiideI4xwNCC-2qpXRVCSrtm-s4NqxUsstmC6L_DH4dM85RUkrf-pqZnHPkG3sOQp4aoRSgCg0mrrgf5ZHwVZIyP8fYgSW5rnvp7Y3j7YPo_URMVsjvthYG0ypbn-gcdTHTuEY-AKSfAvQNk2xgm7SI_c3Rm_k3HydI4U5rO06jVpFd8_MHhG_V651NkPWzMBxtfXq37TcTBnwtsnDpc6MCYYTOmNEmioUSPLTaMlXkFgMJZfLUcBFYplUmsiKImbFxmgbcGMDtBYfrXiFXE2BBG0smyen6juuDwps6HcbTQRUBNsl8zIlA4CX8k96_0I0MOA_n_puueWbP1v0KRzfI9QbD0mGtdDfJiilvkbW9Zpf-NvmFfaGUq2aiM0vnTXdsbAf7darpdwjPMfuGTksaMPY33VTUTT-ibrIfjhWiQ6zypPNuzlhFsextQYFMe0qMt8KDZ0_d79--om2yIR3XKfD0-cetoeN6cYccXIoA75LVclaa-4RyzbmN4txERkeZzSDQyjRLQlWoVOWGeSRohSV10z8dx3gcSbePz1NZC1iCgKUTsDzxyMvunHndPeRC7reoAx0ndv52B2aLz7JxJLLIcgWwKjVBAAoWG4hvtU0YsxaArhaFRzZaDZKNO6pkCJyc45Lj-eTOtjzypCODn8HNI1Wa2bG7RBKIFJg8cq_Wx-5BORdRCO7WI0lPU3tv0qeU0y-ul3mCEXUoPPKq1enTx_r_l1q_-C0ekzXwDfLDznj3AbkWOosLfRZtkNXl4tg8BBi5zB85e6Xk8LIdxB_GkYki
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Prevalence+of+pharmacogenomic+variants+in+100+pharmacogenes+among+Southeast+Asian+populations+under+the+collaboration+of+the+Southeast+Asian+Pharmacogenomics+Research+Network+%28SEAPharm%29&rft.jtitle=Human+genome+variation&rft.au=Chakkaphan+Runcharoen&rft.au=Koya+Fukunaga&rft.au=Insee+Sensorn&rft.au=Nareenart+Iemwimangsa&rft.date=2021-02-04&rft.pub=Nature+Publishing+Group&rft.eissn=2054-345X&rft.volume=8&rft.issue=1&rft.spage=1&rft.epage=6&rft_id=info:doi/10.1038%2Fs41439-021-00135-z&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_d9ba2428e119486e956cf700ff929c5d
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2054-345X&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2054-345X&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2054-345X&client=summon