对 28 种血液生物标志物和抑郁症的性别分层遗传学综合分析表明,女性抑郁症与总蛋白水平低之间存在显著关联

Jacqueline Kiewa, Samantha Meltzer-Brody, Jeannette Milgrom, J. Guintivano, I. Hickie, D. Whiteman, Catherine M Olsen, S. Medland, N. G. Martin, N. Wray, Enda M. Byrne
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To investigate biological underpinnings of heterogeneity in MD, the associations between depression, stratified by sex and including perinatal depression (PND), and blood biomarkers, using UK Biobank (UKB) data, were evaluated, and extended to include the association of depression with biomarker polygenic scores (PGS), generated as proxy for each biomarker. \nMethod\nUsing female (N=39,761) and male (N=38,821) UKB participants, lifetime major depression (MD) and PND, were tested for association with 28 blood biomarkers. A GWAS was conducted for each biomarker and genetic correlations with depression subgroups were estimated. Using independent data from the Australian Genetics of Depression Study, PGS were constructed for each biomarker, and tested for association with depression status (n [female cases/controls]=9,006/6,442; n [male cases/controls]=3,106/6,222). 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引用次数: 0

摘要

导言:重度抑郁症(MD)在女性中比男性更常见,而重度抑郁症的发作与女性生殖激素的波动有关。为了研究重度抑郁症异质性的生物学基础,我们利用英国生物库(UKB)数据评估了抑郁症(按性别分层,包括围产期抑郁症(PND))与血液生物标志物之间的关联,并扩展到抑郁症与生物标志物多基因评分(PGS)之间的关联,生成的多基因评分是每个生物标志物的代表。方法利用女性(39,761 人)和男性(38,821 人)UKB 参与者,检测终生重度抑郁(MD)和 PND 与 28 种血液生物标志物的关联。对每种生物标志物进行了基因组学分析,并估算了与抑郁症亚组的遗传相关性。利用澳大利亚抑郁症遗传学研究(Australian Genetics of Depression Study)的独立数据,为每种生物标志物构建了 PGS,并检测其与抑郁症状态的关联性(n [female cases/controls]=9,006/6,442; n [male cases/controls]=3,106/6,222 )。结果女性抑郁与 12 种生物标志物的水平显著相关,包括总蛋白(OR=0.90,CI=[0.86,0.94],P=3.9x10-6)和维生素 D(OR=0.94,CI=[0.90,0.97],P=2.6x10-4),PND 与五种生物标志物水平显著相关,也包括总蛋白(OR=0.88,CI=[0.81,0.96],P=4.7x10-3)。男性抑郁症与 11 种生物标志物的水平有明显相关性。在独立的澳大利亚抑郁症遗传学研究中,PGS 分析发现女性抑郁症和 PND 与总蛋白有显著关联(女性抑郁症:OR=0.93,CI=[0.96],P=4.7x10-3):OR=0.93,CI=[0.88,0.98],P=3.6x10-3;PND:OR=0.91,CI=[0.86,0.96],P=1.1x10-3)以及维生素 D(女性抑郁症:OR=0.93,CI=[0.88,0.98],P=3.6x10-3;PND:OR=0.91,CI=[0.86,0.96],P=1.1x10-3OR=0.93,CI=[0.89,0.97],P=2.0x10-3;PND:OR=0.92,CI=[0.87,0.97],P=1.4x10-3)。男性抑郁症样本未报告任何显著结果,总蛋白质的点估计(OR=0.98,CI=[0.92-1.04],P=4.7x10-1)未显示任何关联。局部遗传相关性分析显示,位于 5q13.3 的 PND 与总蛋白之间存在显著的遗传相关性(rG=0.68,CI=[0.33,1.0],P=3.6x10-4)。讨论与结论来自遗传分析的多个证据强调了女性血清总蛋白水平与抑郁症之间的关联。有必要对总蛋白和抑郁症状的前瞻性测量进行进一步研究。
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Comprehensive sex-stratified genetic analysis of 28 blood biomarkers and depression reveals a significant association between depression and low levels of total protein in females
Introduction Major depression (MD) is more common amongst women than men, and MD episodes have been associated with fluctuations in reproductive hormones amongst women. To investigate biological underpinnings of heterogeneity in MD, the associations between depression, stratified by sex and including perinatal depression (PND), and blood biomarkers, using UK Biobank (UKB) data, were evaluated, and extended to include the association of depression with biomarker polygenic scores (PGS), generated as proxy for each biomarker. Method Using female (N=39,761) and male (N=38,821) UKB participants, lifetime major depression (MD) and PND, were tested for association with 28 blood biomarkers. A GWAS was conducted for each biomarker and genetic correlations with depression subgroups were estimated. Using independent data from the Australian Genetics of Depression Study, PGS were constructed for each biomarker, and tested for association with depression status (n [female cases/controls]=9,006/6,442; n [male cases/controls]=3,106/6,222). Regions of significant local genetic correlation between depression subgroups and biomarkers highlighted by the PGS analysis were identified. Results Depression in females was significantly associated with levels of twelve biomarkers, including total protein (OR=0.90, CI=[0.86,0.94], P=3.9x10-6) and vitamin D (OR=0.94, CI=[0.90, 0.97], P=2.6x10-4), and PND with five biomarker levels, also including total protein (OR=0.88, CI=[0.81, 0.96], P=4.7x10-3). Depression in males was significantly associated with levels of eleven biomarkers. In the independent Australian Genetics of Depression Study, PGS analysis found significant associations for female depression and PND with total protein (female depression: OR=0.93, CI=[0.88, 0.98], P=3.6x10-3; PND: OR=0.91, CI=[0.86, 0.96], P=1.1x10-3), as well as with vitamin D (female depression: OR=0.93, CI=[0.89, 0.97], P=2.0x10-3; PND: OR=0.92, CI=[0.87, 0.97], P=1.4x10-3). The male depression sample did not report any significant results, and the point estimate of total protein (OR=0.98, CI=[0.92-1.04], P=4.7x10-1) did not indicate any association. Local genetic correlation analysis highlighted significant genetic correlation between PND and total protein, located in 5q13.3 (rG=0.68, CI=[0.33, 1.0], P=3.6x10-4). Discussion and Conclusion Multiple lines of evidence from genetic analysis highlight an association between total serum protein levels and depression in females. Further research involving prospective measurement of total protein and depressive symptoms is warranted.
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