medRxivGenetic & Genomic MedicinePreprint
Genome-wide association study in Brazil identifies genetic susceptibility to tuberculosis with single-cell gene effects
Kimberly A. Dill‐McFarlandiD, Bruno B. AndradeiD, Marina Cruvinel FigueiredoiD, Alice M S Andrade, Francys Avendaño-RangeliD, Marcelo Cordeiro‐SantosiD, Afrânio Lineu KritskiiD, Valéria C. RollaiD, Juan Manuel Cubillos-AnguloiD, Spyros A. KalamsiD, Josh D Simmons, Jared M. OakesiD, Jonathan AvilaiD, Helder Imoto NakayaiD, Rama GangulaiD, Peter F. RebeiroiD, Gustavo AmorimiD, Simon Alexander MallaliD, Timothy R. SterlingiD, Thomas R. HawniD
Abstract
BackgroundAlthough genetic factors contribute to tuberculosis (TB) risk, no cross-population causal variants have been identified by genome-wide association studies (GWAS). MethodsHere, we utilized low-pass whole genome sequencing (lpWGS) with high-pass WGS verified imputation plus detailed epidemiologic risk factors and single-cell expression quantitative loci (sceQTL) to address prior GWAS limitations. ResultsUsing 947 pulmonary tuberculosis (PTB) cases and 1807 close contact controls in the Regional Prospective Observational Research in TB (RePORT) study in Brazil, we estimated PTB heritability to be 40 - 68%. We identified 17 SNPs associated with PTB (P<5E-8) after adjustment for major risk factors (HIV, diabetes, smoking). Seven of these SNPs were associated with peripheral blood cell-specific sceQTLs in controls. Specifically, SNPs cis to transcription factors ZNF717 and MAML3 were associated with PTB disease and gene expression in myeloid, T cells, or B cells. The nucleoporin-associated genes NUP93 and AGFG1 were also associated with sceQTLs in multiple cell types including dendritic, natural killer, or T cells. ConclusionOverall, this study utilized lpWGS, in-depth epidemiology, and single-cell analyses to detect population-specific genetic risk factors for PTB in Brazil. SUMMARYRobust correction for tuberculosis risk factors in GWAS in combination with paired single-cell transcriptomics reveals novel genetic risk of pulmonary tuberculosis with measurable consequences for baseline gene expression in multiple cell types.
- organism: human
- assay: whole-genome sequencing
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 1
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