Rxivist combines preprints from bioRxiv with data from Twitter to help you find the papers being discussed in your field. Currently indexing 62,253 bioRxiv papers from 276,384 authors.

Evidence of causal effect of major depression on alcohol dependence: Findings from the Psychiatric Genomics Consortium

genetics view on bioRxiv view in Psychological Medicine

By Renato Polimanti, Roseann E. Peterson, Jue-Sheng Ong, Stuart MacGregor, Alexis C Edwards, Toni-Kim Clarke, Josef Frank, Zachary Gerring, Nathan A Gillespie, Penelope A Lind, Hermine H Maes, Nicholas G Martin, Hamdi Mbarek, Sarah E Medland, Fabian Streit, Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium, Substance Use Disorder Working Group of the Psychiatric Genomics Consortium, 23andMe Research Team, Arpana Agrawal, Howard J Edenberg, Kenneth S. Kendler, Cathryn M Lewis, Patrick F Sullivan, Naomi R. Wray, Joel Gelernter, Eske M Derks

Posted 09 Sep 2018
bioRxiv DOI: 10.1101/412098 (published DOI: 10.1017/S0033291719000667)

Background: Despite established clinical associations among major depression (MD), alcohol dependence (AD), and alcohol consumption (AC), the nature of the causal relationship between them is not completely understood. Methods: This study was conducted using genome-wide data from the Psychiatric Genomics Consortium (MD: 135,458 cases and 344,901 controls; AD: 10,206 cases and 28,480 controls) and UK Biobank (AC-Frequency: from 'daily or almost daily' to 'never', 438,308 individuals; AC-Quantity: total units of alcohol per week, 307,098 individuals). Linkage disequilibrium score regression and Mendelian Randomization (MR) analyses were applied to investigate shared genetic mechanisms (horizontal pleiotropy) and causal relationships (mediated pleiotropy) among these traits. Outcomes: Positive genetic correlation was observed between MD and AD (rgMD-AD=+0.47, P=6.6x10-10). AC-Quantity showed positive genetic correlation with both AD (rgAD-AC-Quantity=+0.75, P=1.8x10-14) and MD (rgMD-AC-Quantity=+0.14, P=2.9x10-7), while there was negative correlation of AC-Frequency with MD (rgMD-AC-Frequency=-0.17, P=1.5x10-10) and a non-significant result with AD. MR analyses confirmed the presence of pleiotropy among these traits. However, the MD-AD results reflect a mediated-pleiotropy mechanism (i.e., causal relationship) with a causal role of MD on AD (beta=0.28, P=1.29x10-6) that does not appear to be biased by confounding such as horizontal pleiotropy. No evidence of reverse causation was observed as the AD genetic instrument did not show a causal effect on MD. Interpretation: Results support a causal role for MD on AD based on genetic datasets including thousands of individuals. Understanding mechanisms underlying MD-AD comorbidity not only addresses important public health concerns but also has the potential to facilitate prevention and intervention efforts.

Download data

Downloaded 576 times
Download rankings, all-time:
- Site-wide: 15,713 out of 62,253
- In genetics: 1,081 out of 3,538
Year to date:
- Site-wide: 16,025 out of 62,253
Since beginning of last month:
- Site-wide: 20,305 out of 62,253

Altmetric data

Downloads over time

Distribution of downloads per paper, site-wide

News

21 May 2019: PLOS Biology has published a community page about Rxivist.org and its design.
10 May 2019: The paper analyzing the Rxivist dataset has been published at eLife.
1 Mar 2019: We now have summary statistics about bioRxiv downloads and submissions.
8 Feb 2019: Data from Altmetric is now available on the Rxivist details page for every preprint. Look for the "donut" under the download metrics.
30 Jan 2019: preLights has featured the Rxivist preprint and written about our findings.
22 Jan 2019: Nature just published an article about Rxivist and our data.
13 Jan 2019: The Rxivist preprint is live!