Sex-biased gene expression and gene-regulatory networks of sex-biased adverse event drug targets and drug metabolism genes

被引:2
作者
Fisher, Jennifer L. [1 ]
Clark, Amanda D. [1 ]
Jones, Emma F. [1 ]
Lasseigne, Brittany N. [1 ]
机构
[1] Univ Alabama Birmingham, Heersink Sch Med, Dept Cell Dev & Integrat Biol, Birmingham, AL 35294 USA
基金
美国国家卫生研究院;
关键词
Sex; Drug; Adverse events; Sex-biased; Gene expression; Gene-regulatory; Network biology; Drug targets; SYSTEMIC-LUPUS-ERYTHEMATOSUS; SEMANTIC SIMILARITY; GENDER; POLYMORPHISMS; ASSOCIATION; AGGRESSION; RESOURCE; DATABASE; IMPACT;
D O I
10.1186/s40360-023-00727-1
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Background Previous pharmacovigilance studies and a retroactive review of cancer clinical trial studies identified that women were more likely to experience drug adverse events (i.e., any unintended effects of medication), and men were more likely to experience adverse events that resulted in hospitalization or death. These sex-biased adverse events (SBAEs) are due to many factors not entirely understood, including differences in body mass, hormones, pharmaco kinetics, and liver drug metabolism enzymes and transporters. Methods We first identified drugs associated with SBAEs from the FDA Adverse Event Reporting System (FAERS) database. Next, we evaluated sex-specific gene expression of the known drug targets and metabolism enzymes for those SBAE-associated drugs. We also constructed sex-specific tissue gene-regulatory networks to determine if these known drug targets and metabolism enzymes from the SBAE-associated drugs had sex-specific gene-regulatory network properties and predicted regulatory relationships. Results We identified liver-specific gene-regulatory differences for drug metabolism genes between males and females, which could explain observed sex differences in pharmacokinetics and pharmacodynamics. In addition, we found that similar to 85% of SBAE-associated drug targets had sex-biased gene expression or were core genes of sex- and tissue-specific network communities, significantly higher than randomly selected drug targets. Lastly, we provide the sex-biased drug-adverse event pairs, drug targets, and drug metabolism enzymes as a resource for the research community. Conclusions Overall, we provide evidence that many SBAEs are associated with drug targets and drug metabolism genes that are differentially expressed and regulated between males and females. These SBAE-associated drug metabolism enzymes and drug targets may be useful for future studies seeking to explain or predict SBAEs.
引用
收藏
页数:19
相关论文
共 87 条
[1]   Impact of age on long-term anticoagulation and how gender and monitoring setting affect it: implications for decision making and patient management [J].
Abohelaika, Salah ;
Wynne, Hilary ;
Avery, Peter ;
Robinson, Brian ;
Kesteven, Patrick ;
Kamali, Farhad .
BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 2016, 82 (04) :1076-1083
[2]   Cell-Type-Specific Role of ΔFosB in Nucleus Accumbens In Modulating Intermale Aggression [J].
Aleyasin, Hossein ;
Flanigan, Meghan E. ;
Golden, Sam A. ;
Takahashi, Aki ;
Menard, Caroline ;
Pfau, Madeline L. ;
Multer, Jacob ;
Pina, Jacqueline ;
McCabe, Kathryn A. ;
Bhatti, Naemal ;
Hodes, Georgia E. ;
Heshmati, Mitra ;
Neve, Rachael L. ;
Nestler, Eric J. ;
Heller, Elizabeth A. ;
Russo, Scott J. .
JOURNAL OF NEUROSCIENCE, 2018, 38 (26) :5913-5924
[3]  
[Anonymous], 2022, Medication Safety Basics
[4]  
[Anonymous], Bioconductor
[5]  
[Anonymous], 2021, Gene list functional enrichment analysis and namespace conversion with gprofiler2
[6]  
[Anonymous], What is a serious adverse event?
[7]   Sex differences in stress reactivity in arousal and attention systems [J].
Bangasser, Debra A. ;
Eck, Samantha R. ;
Sanchez, Evelyn Ordones .
NEUROPSYCHOPHARMACOLOGY, 2019, 44 (01) :129-139
[8]   The Network Zoo: a multilingual package for the inference and analysis of gene regulatory networks [J].
Ben Guebila, Marouen ;
Wang, Tian ;
Lopes-Ramos, Camila M. M. ;
Fanfani, Viola ;
Weighill, Des ;
Burkholz, Rebekka ;
Schlauch, Daniel ;
Paulson, Joseph N. N. ;
Altenbuchinger, Michael ;
Shutta, Katherine H. H. ;
Sonawane, Abhijeet R. R. ;
Lim, James ;
Calderer, Genis ;
van IJzendoorn, David G. P. ;
Morgan, Daniel ;
Marin, Alessandro ;
Chen, Cho-Yi ;
Song, Qi ;
Saha, Enakshi ;
DeMeo, Dawn L. L. ;
Padi, Megha ;
Platig, John ;
Kuijjer, Marieke L. L. ;
Glass, Kimberly ;
Quackenbush, John .
GENOME BIOLOGY, 2023, 24 (01)
[9]   GRAND: a database of gene regulatory network models across human conditions [J].
Ben Guebila, Marouen ;
Lopes-Ramos, Camila M. ;
Weighill, Deborah ;
Sonawane, Abhijeet Rajendra ;
Burkholz, Rebekka ;
Shamsaei, Behrouz ;
Platig, John ;
Glass, Kimberly ;
Kuijjer, Marieke L. ;
Quackenbush, John .
NUCLEIC ACIDS RESEARCH, 2022, 50 (D1) :D610-D621
[10]  
Bhatia A, 2022, Dopamine Receptors