The Expression Profiles of ADME Genes in Human Cancers and Their Associations with Clinical Outcomes

ADME genes are a group of genes that are involved in drug absorption, distribution, metabolism, and excretion (ADME). The expression profiles of ADME genes within tumours is proposed to impact on cancer patient survival; however, this has not been systematically examined. In this study, our comprehe...

Full description

Bibliographic Details
Main Authors: Dong Gui Hu, Peter I. Mackenzie, Pramod C. Nair, Ross A. McKinnon, Robyn Meech
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/12/11/3369
id doaj-b4352bdb4e964ec0b6f276a97ddb804f
record_format Article
spelling doaj-b4352bdb4e964ec0b6f276a97ddb804f2020-11-25T03:59:06ZengMDPI AGCancers2072-66942020-11-01123369336910.3390/cancers12113369The Expression Profiles of ADME Genes in Human Cancers and Their Associations with Clinical OutcomesDong Gui Hu0Peter I. Mackenzie1Pramod C. Nair2Ross A. McKinnon3Robyn Meech4Department of Clinical Pharmacology and Flinders Cancer Centre, Flinders University, College of Medicine and Public Health, Flinders Medical Centre, Bedford Park, Adelaide 5042, SA, AustraliaDepartment of Clinical Pharmacology and Flinders Cancer Centre, Flinders University, College of Medicine and Public Health, Flinders Medical Centre, Bedford Park, Adelaide 5042, SA, AustraliaDepartment of Clinical Pharmacology and Flinders Cancer Centre, Flinders University, College of Medicine and Public Health, Flinders Medical Centre, Bedford Park, Adelaide 5042, SA, AustraliaDepartment of Clinical Pharmacology and Flinders Cancer Centre, Flinders University, College of Medicine and Public Health, Flinders Medical Centre, Bedford Park, Adelaide 5042, SA, AustraliaDepartment of Clinical Pharmacology and Flinders Cancer Centre, Flinders University, College of Medicine and Public Health, Flinders Medical Centre, Bedford Park, Adelaide 5042, SA, AustraliaADME genes are a group of genes that are involved in drug absorption, distribution, metabolism, and excretion (ADME). The expression profiles of ADME genes within tumours is proposed to impact on cancer patient survival; however, this has not been systematically examined. In this study, our comprehensive analyses of pan-cancer datasets from the Cancer Genome Atlas (TCGA) revealed differential intratumoral expression profiles for ADME genes in 21 different cancer types. Most genes also showed high interindividual variability within cancer-specific patient cohorts. Using Kaplan-Meier plots and logrank tests, we showed that intratumoral expression levels of twenty of the thirty-two core ADME genes were associated with overall survival (OS) in these cancers. Of these genes, five showed significant association with unfavourable OS in three cancers, including SKCM (<i>ABCC2</i>, <i>GSTP1</i>), KIRC (<i>CYP2D6</i>, <i>CYP2E1</i>), PAAD (<i>UGT2B7</i>); sixteen showed significant associations with favourable OS in twelve cancers, including BLCA (<i>UGT2B15</i>), BRCA (<i>CYP2D6</i>), COAD (<i>NAT1</i>), HNSC (<i>ABCB1</i>), KIRC (<i>ABCG2</i>, <i>CYP3A4</i>, <i>SLC22A2</i>, <i>SLC22A6</i>), KIRP (<i>SLC22A2</i>), LIHC (<i>CYP2C19</i>, <i>CYP2C8</i>, <i>CYP2C9</i>, <i>CYP3A5</i>, <i>SLC22A1</i>), LUAD (<i>SLC15A2</i>), LUSC (<i>UGT1A1</i>), PAAD (<i>ABCB1</i>), SARC (<i>ABCB1</i>), and SKCM (<i>ABCB1, DYPD</i>). Overall, these data provide compelling evidence supporting ADME genes as prognostic biomarkers and potential therapeutic targets. We propose that intratumoral expression of ADME genes may impact cancer patient survival by multiple mechanisms that can include metabolizing/transporting anticancer drugs, activating anticancer drugs, and metabolizing/transporting a variety of endogenous molecules involved in metabolically fuelling cancer cells and/or controlling pro-growth signalling pathways.https://www.mdpi.com/2072-6694/12/11/3369cancerdrug absorptiondrug distributiondrug metabolismdrug excretionendobiotic metabolism
collection DOAJ
language English
format Article
sources DOAJ
author Dong Gui Hu
Peter I. Mackenzie
Pramod C. Nair
Ross A. McKinnon
Robyn Meech
spellingShingle Dong Gui Hu
Peter I. Mackenzie
Pramod C. Nair
Ross A. McKinnon
Robyn Meech
The Expression Profiles of ADME Genes in Human Cancers and Their Associations with Clinical Outcomes
Cancers
cancer
drug absorption
drug distribution
drug metabolism
drug excretion
endobiotic metabolism
author_facet Dong Gui Hu
Peter I. Mackenzie
Pramod C. Nair
Ross A. McKinnon
Robyn Meech
author_sort Dong Gui Hu
title The Expression Profiles of ADME Genes in Human Cancers and Their Associations with Clinical Outcomes
title_short The Expression Profiles of ADME Genes in Human Cancers and Their Associations with Clinical Outcomes
title_full The Expression Profiles of ADME Genes in Human Cancers and Their Associations with Clinical Outcomes
title_fullStr The Expression Profiles of ADME Genes in Human Cancers and Their Associations with Clinical Outcomes
title_full_unstemmed The Expression Profiles of ADME Genes in Human Cancers and Their Associations with Clinical Outcomes
title_sort expression profiles of adme genes in human cancers and their associations with clinical outcomes
publisher MDPI AG
series Cancers
issn 2072-6694
publishDate 2020-11-01
description ADME genes are a group of genes that are involved in drug absorption, distribution, metabolism, and excretion (ADME). The expression profiles of ADME genes within tumours is proposed to impact on cancer patient survival; however, this has not been systematically examined. In this study, our comprehensive analyses of pan-cancer datasets from the Cancer Genome Atlas (TCGA) revealed differential intratumoral expression profiles for ADME genes in 21 different cancer types. Most genes also showed high interindividual variability within cancer-specific patient cohorts. Using Kaplan-Meier plots and logrank tests, we showed that intratumoral expression levels of twenty of the thirty-two core ADME genes were associated with overall survival (OS) in these cancers. Of these genes, five showed significant association with unfavourable OS in three cancers, including SKCM (<i>ABCC2</i>, <i>GSTP1</i>), KIRC (<i>CYP2D6</i>, <i>CYP2E1</i>), PAAD (<i>UGT2B7</i>); sixteen showed significant associations with favourable OS in twelve cancers, including BLCA (<i>UGT2B15</i>), BRCA (<i>CYP2D6</i>), COAD (<i>NAT1</i>), HNSC (<i>ABCB1</i>), KIRC (<i>ABCG2</i>, <i>CYP3A4</i>, <i>SLC22A2</i>, <i>SLC22A6</i>), KIRP (<i>SLC22A2</i>), LIHC (<i>CYP2C19</i>, <i>CYP2C8</i>, <i>CYP2C9</i>, <i>CYP3A5</i>, <i>SLC22A1</i>), LUAD (<i>SLC15A2</i>), LUSC (<i>UGT1A1</i>), PAAD (<i>ABCB1</i>), SARC (<i>ABCB1</i>), and SKCM (<i>ABCB1, DYPD</i>). Overall, these data provide compelling evidence supporting ADME genes as prognostic biomarkers and potential therapeutic targets. We propose that intratumoral expression of ADME genes may impact cancer patient survival by multiple mechanisms that can include metabolizing/transporting anticancer drugs, activating anticancer drugs, and metabolizing/transporting a variety of endogenous molecules involved in metabolically fuelling cancer cells and/or controlling pro-growth signalling pathways.
topic cancer
drug absorption
drug distribution
drug metabolism
drug excretion
endobiotic metabolism
url https://www.mdpi.com/2072-6694/12/11/3369
work_keys_str_mv AT dongguihu theexpressionprofilesofadmegenesinhumancancersandtheirassociationswithclinicaloutcomes
AT peterimackenzie theexpressionprofilesofadmegenesinhumancancersandtheirassociationswithclinicaloutcomes
AT pramodcnair theexpressionprofilesofadmegenesinhumancancersandtheirassociationswithclinicaloutcomes
AT rossamckinnon theexpressionprofilesofadmegenesinhumancancersandtheirassociationswithclinicaloutcomes
AT robynmeech theexpressionprofilesofadmegenesinhumancancersandtheirassociationswithclinicaloutcomes
AT dongguihu expressionprofilesofadmegenesinhumancancersandtheirassociationswithclinicaloutcomes
AT peterimackenzie expressionprofilesofadmegenesinhumancancersandtheirassociationswithclinicaloutcomes
AT pramodcnair expressionprofilesofadmegenesinhumancancersandtheirassociationswithclinicaloutcomes
AT rossamckinnon expressionprofilesofadmegenesinhumancancersandtheirassociationswithclinicaloutcomes
AT robynmeech expressionprofilesofadmegenesinhumancancersandtheirassociationswithclinicaloutcomes
_version_ 1724455531374968832