Nikolas A Baya, Ilknur Sur Erdem, Samvida S Venkatesh, Saskia Reibe, Philip D Charles, Elena Navarro-Guerrero, Barney Hill, Frederik Heymann Lassen, Melina Claussnitzer, Duncan S Palmer, Cecilia M Lindgren
{"title":"结合人类基因和功能筛选的证据,确定改变肥胖和脂肪分布的途径。","authors":"Nikolas A Baya, Ilknur Sur Erdem, Samvida S Venkatesh, Saskia Reibe, Philip D Charles, Elena Navarro-Guerrero, Barney Hill, Frederik Heymann Lassen, Melina Claussnitzer, Duncan S Palmer, Cecilia M Lindgren","doi":"10.1101/2024.09.19.24313913","DOIUrl":null,"url":null,"abstract":"<p><p>Overall adiposity and body fat distribution are heritable traits associated with altered risk of cardiometabolic disease and mortality. Performing rare variant (minor allele frequency<1%) association testing using exome-sequencing data from 402,375 participants in the UK Biobank (UKB) for nine overall and tissue-specific fat distribution traits, we identified 19 genes where putatively damaging rare variation associated with at least one trait (Bonferroni-adjusted <i>P</i> <1.58×10 <sup>-7</sup> ) and 50 additional genes at FDR≤1% ( <i>P</i> ≤4.37×10 <sup>-5</sup> ). These 69 genes exhibited significantly higher (one-sided <i>t</i> -test <i>P</i> =3.58×10 <sup>-18</sup> ) common variant prioritisation scores than genes not significantly enriched for rare putatively damaging variation, with evidence of monotonic allelic series (dose-response relationships) among ultra-rare variants (minor allele count≤10) in 22 genes. Combining rare and common variation evidence, allelic series and longitudinal analysis, we selected 14 genes for CRISPR knockdown in human white adipose tissue cell lines. In three previously uncharacterised target genes, knockdown increased (two-sided <i>t</i> -test <i>P</i> <0.05) lipid accumulation, a cellular phenotype relevant for fat mass traits, compared to Cas9-empty negative controls: <i>COL5A3</i> (fold change [FC]=1.72, <i>P</i> =0.0028), <i>EXOC7</i> (FC=1.35, <i>P</i> =0.0096), and <i>TRIP10</i> (FC=1.39, <i>P</i> =0.0157); furthermore, knockdown of <i>PPARG</i> (FC=0.25, <i>P</i> =5.52×10 <sup>-7</sup> ) and <i>SLTM</i> (FC=0.51, <i>P</i> =1.91×10 <sup>-4</sup> ) resulted in reduced lipid accumulation. Integrating across population-based genetic and <i>in vitro</i> functional evidence, we highlight therapeutic avenues for altering obesity and body fat distribution by modulating lipid accumulation.</p>","PeriodicalId":94281,"journal":{"name":"medRxiv : the preprint server for health sciences","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11451655/pdf/","citationCount":"0","resultStr":"{\"title\":\"Combining evidence from human genetic and functional screens to identify pathways altering obesity and fat distribution.\",\"authors\":\"Nikolas A Baya, Ilknur Sur Erdem, Samvida S Venkatesh, Saskia Reibe, Philip D Charles, Elena Navarro-Guerrero, Barney Hill, Frederik Heymann Lassen, Melina Claussnitzer, Duncan S Palmer, Cecilia M Lindgren\",\"doi\":\"10.1101/2024.09.19.24313913\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Overall adiposity and body fat distribution are heritable traits associated with altered risk of cardiometabolic disease and mortality. Performing rare variant (minor allele frequency<1%) association testing using exome-sequencing data from 402,375 participants in the UK Biobank (UKB) for nine overall and tissue-specific fat distribution traits, we identified 19 genes where putatively damaging rare variation associated with at least one trait (Bonferroni-adjusted <i>P</i> <1.58×10 <sup>-7</sup> ) and 50 additional genes at FDR≤1% ( <i>P</i> ≤4.37×10 <sup>-5</sup> ). These 69 genes exhibited significantly higher (one-sided <i>t</i> -test <i>P</i> =3.58×10 <sup>-18</sup> ) common variant prioritisation scores than genes not significantly enriched for rare putatively damaging variation, with evidence of monotonic allelic series (dose-response relationships) among ultra-rare variants (minor allele count≤10) in 22 genes. Combining rare and common variation evidence, allelic series and longitudinal analysis, we selected 14 genes for CRISPR knockdown in human white adipose tissue cell lines. In three previously uncharacterised target genes, knockdown increased (two-sided <i>t</i> -test <i>P</i> <0.05) lipid accumulation, a cellular phenotype relevant for fat mass traits, compared to Cas9-empty negative controls: <i>COL5A3</i> (fold change [FC]=1.72, <i>P</i> =0.0028), <i>EXOC7</i> (FC=1.35, <i>P</i> =0.0096), and <i>TRIP10</i> (FC=1.39, <i>P</i> =0.0157); furthermore, knockdown of <i>PPARG</i> (FC=0.25, <i>P</i> =5.52×10 <sup>-7</sup> ) and <i>SLTM</i> (FC=0.51, <i>P</i> =1.91×10 <sup>-4</sup> ) resulted in reduced lipid accumulation. 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引用次数: 0
摘要
总体肥胖和体脂分布是与心血管代谢疾病和死亡风险改变相关的遗传特征。在研究中,研究人员发现了 71 个罕见变异基因(小等位基因频率 P -7)和另外 52 个 FDR≤1% 的基因(P ≤4.37×10 -5)。这 71 个基因的常见变异优先级得分(P =3.58×10 -18)高于未显著富集稀有推测损害性变异的基因,有证据表明 22 个基因的超稀有变异(小等位基因数≤10)之间存在单调等位基因序列(剂量-反应关系)。71 个基因中有 5 个基因有同源蛋白 UKB Olink 数据;所有 5 个基因(P -6)都与三个或更多分析性状相关。结合罕见和常见变异证据、等位基因系列和蛋白质组学,我们选择了 17 个基因在人类白色脂肪组织细胞系中进行 CRISPR 基因敲除。在三个以前未表征的目标基因中,基因敲除增加了(双侧 t 检验 P COL5A3(折变 [FC]=1.72, P =0.0028)、EXOC7(FC=1.35, P =0.0096)和 TRIP10(FC=1.39, P =0.0157);此外,SLTM 基因敲除导致脂质积累减少(FC=0.51, P =1.91×10 -4 )。综合基于人群的遗传和体外功能证据,我们强调了通过调节脂质积累来改变肥胖和体脂分布的治疗途径。
Combining evidence from human genetic and functional screens to identify pathways altering obesity and fat distribution.
Overall adiposity and body fat distribution are heritable traits associated with altered risk of cardiometabolic disease and mortality. Performing rare variant (minor allele frequency<1%) association testing using exome-sequencing data from 402,375 participants in the UK Biobank (UKB) for nine overall and tissue-specific fat distribution traits, we identified 19 genes where putatively damaging rare variation associated with at least one trait (Bonferroni-adjusted P <1.58×10 -7 ) and 50 additional genes at FDR≤1% ( P ≤4.37×10 -5 ). These 69 genes exhibited significantly higher (one-sided t -test P =3.58×10 -18 ) common variant prioritisation scores than genes not significantly enriched for rare putatively damaging variation, with evidence of monotonic allelic series (dose-response relationships) among ultra-rare variants (minor allele count≤10) in 22 genes. Combining rare and common variation evidence, allelic series and longitudinal analysis, we selected 14 genes for CRISPR knockdown in human white adipose tissue cell lines. In three previously uncharacterised target genes, knockdown increased (two-sided t -test P <0.05) lipid accumulation, a cellular phenotype relevant for fat mass traits, compared to Cas9-empty negative controls: COL5A3 (fold change [FC]=1.72, P =0.0028), EXOC7 (FC=1.35, P =0.0096), and TRIP10 (FC=1.39, P =0.0157); furthermore, knockdown of PPARG (FC=0.25, P =5.52×10 -7 ) and SLTM (FC=0.51, P =1.91×10 -4 ) resulted in reduced lipid accumulation. Integrating across population-based genetic and in vitro functional evidence, we highlight therapeutic avenues for altering obesity and body fat distribution by modulating lipid accumulation.