bioRxivGeneticsPreprint
Age, Sex, and Genetics Influence the Abundance of Infiltrating Immune Cells in Human Tissues
Andrew R. MardersteiniD, Manik UppaliD, Akanksha VermaiD, Bhavneet BhinderiD, Jason G. MezeyiD, Andrew G. ClarkiD, Olivier ElementoiD
Abstract
Despite infiltrating immune cells playing an essential role in human disease and the patient response to treatment, the central mechanisms influencing variability in infiltration patterns are unclear. Using bulk RNA-seq data from 53 GTEx tissues, we applied cell-type deconvolution algorithms to evaluate the immune landscape across the healthy human body. We first performed a differential expression analysis of inflamed versus non-inflamed samples to identify essential pathways and regulators of infiltration. Next, we found 21 of 73 infiltration-related phenotypes to be associated with either age or sex (FDR < 0.1). Through our genetic analysis, we discovered 13 infiltration-related phenotypes have genome-wide significant associations (iQTLs) (P < 5.0 x 10-8), with a significant enrichment of tissue-specific expression quantitative trait loci in suggested iQTLs (P < 10-5). We highlight an association between neutrophil content in lung tissue and a variant near the CUX1 transcription factor gene (P = 9.7 x 10-11), which has been previously linked to neutrophil infiltration, inflammatory mechanisms, and the regulation of several immune response genes. Together, our results identify key factors influencing inter-individual variability of specific tissue infiltration patterns, which could provide insights on therapeutic targets for shifting infiltration profiles to a more favorable one.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Germline features associated with immune infiltration in solid tumors
Sahar Shahamatdar, Meng Xiao He, … Sohini Ramachandran·Cell ReportsPeer-reviewed·Mar 1, 2020
- Prevalent cross-cell type QTL trans-regulatory genetic effects impacting innate lymphoid cells in the small intestine
Miao Xu, Kirk Gosik, … Aviv Regev·bioRxiv·Apr 16, 2025
- Genome-wide Analysis of Differential Transcriptional and Epigenetic Variability Across Human Immune Cell Types
Simone Ecker, Lu Chen, … Dirk S. Paul·Genome biologyPeer-reviewed·Jan 26, 2017
- Multimodal profiling reveals tissue-directed signatures of human immune cells altered with age
S. B. Wells, D. Rainbow, … N. Yosef·Nature ImmunologyPeer-reviewed·Aug 13, 2025
- The impact of sex on the immune system explored at the single-cell level
Seyhan Yazar, José Alquicira-Hernández, … Sara Ballouz·The American Journal of Human GeneticsPeer-reviewed·May 1, 2026
- Cell type specific genetic regulation of gene expression across human tissues
Sarah Kim-Hellmuth, François Aguet, … Abhiram S. Rao·SciencePeer-reviewed·Sep 10, 2020