TY - JOUR
T1 - Genomics-based identification of a potential causal role for acylcarnitine metabolism in depression
AU - Mood Disorders Precision Medicine Consortium (MDPMC)
AU - Milaneschi, Yuri
AU - Arnold, Matthias
AU - Kastenmüller, Gabi
AU - Dehkordi, Siamak Mahmoudian
AU - Krishnan, Ranga R.
AU - Dunlop, Boadie W.
AU - Rush, A. John
AU - Penninx, Brenda W. J. H.
AU - Kaddurah-Daouk, Rima
N1 - Funding Information: In addition, the work was funded through NIMH grant number R01MH108348 and through a series of grants issued to Dr. Kaddurah-Daouk (PI) through NIA including U01AG061359 , RF1AG057452 , and RF1AG051550 that supported large number of scientists working on metabolomics and neuropsychiatric disorders and role for acylcarnitines. Funding Information: The Fenland Study ( 10.22025/2017.10.101.00001 ) is funded by the Medical Research Council ( MC_UU_12015/1 ). We further acknowledge support for genomics from the Medical Research Council ( MC_PC_13046 ). Funding Information: R.K.D. is funded by National Institute on Aging [U01AG061359, R01AG057452, RF1AG051550, and R01AG046171] and National Institute of Mental Health [R01MH108348]. This funding enabled consortia that she leads including the Mood Disorder Precision Medicine Consortium, the Alzheimer's disease Metabolomics Consortium, and the Alzheimer's Gut Microbiome Project that contributed to acylcarnitine discoveries. She is an inventor on key patents in the field of Metabolomics and hold equity in Metabolon, a biotech company in North Carolina. In addition, she holds patents licensed to Chymia LLC and PsyProtix with royalties and ownership. The funders listed above had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the paper; and decision to submit the paper for publication. Funding Information: M.A. and G.K. received funding (through their institutions) from the National Institutes of Health/National Institute on Aging through grants RF1AG058942 , RF1AG059093 , U01AG061359 , U19AG063744 , and R01AG069901 . Funding Information: Image 1 YM and BWJHP acknowledge the following funding: this project has received funding from the European Union 's Horizon 2020 research and innovation programme under grant agreement No 848146. Publisher Copyright: © 2022
PY - 2022/6/15
Y1 - 2022/6/15
N2 - Background: Altered metabolism of acylcarnitines – transporting fatty acids to mitochondria – may link cellular energy dysfunction to depression. We examined the potential causal role of acylcarnitine metabolism in depression by leveraging genomics and Mendelian randomization. Methods: Summary statistics were obtained from large GWAS: the Fenland Study (N = 9363), and the Psychiatric Genomics Consortium (246,363 depression cases and 561,190 controls). Two-sample Mendelian randomization analyses tested the potential causal link of 15 endogenous acylcarnitines with depression. Results: In univariable analyses, genetically-predicted lower levels of short-chain acylcarnitines C2 (odds ratio [OR] 0.97, 95% confidence intervals [CIs] 0.95–1.00) and C3 (OR 0.97, 95%CIs 0.96–0.99) and higher levels of medium-chain acylcarnitines C8 (OR 1.04, 95%CIs 1.01–1.06) and C10 (OR 1.04, 95%CIs 1.02–1.06) were associated with increased depression risk. No reverse potential causal role of depression genetic liability on acylcarnitines levels was found. Multivariable analyses showed that the association with depression was driven by the medium-chain acylcarnitines C8 (OR 1.04, 95%CIs 1.02–1.06) and C10 (OR 1.04, 95%CIs 1.02–1.06), suggesting a potential causal role in the risk of depression. Causal estimates for C8 (OR = 1.05, 95%CIs = 1.02–1.07) and C10 (OR = 1.05, 95%CIs = 1.02–1.08) were confirmed in follow-up analyses using genetic instruments derived from a GWAS meta-analysis including up to 16,841 samples. Discussion: Accumulation of medium-chain acylcarnitines is a signature of inborn errors of fatty acid metabolism and age-related metabolic conditions. Our findings point to a link between altered mitochondrial energy production and depression pathogenesis. Acylcarnitine metabolism represents a promising access point for the development of novel therapeutic approaches for depression.
AB - Background: Altered metabolism of acylcarnitines – transporting fatty acids to mitochondria – may link cellular energy dysfunction to depression. We examined the potential causal role of acylcarnitine metabolism in depression by leveraging genomics and Mendelian randomization. Methods: Summary statistics were obtained from large GWAS: the Fenland Study (N = 9363), and the Psychiatric Genomics Consortium (246,363 depression cases and 561,190 controls). Two-sample Mendelian randomization analyses tested the potential causal link of 15 endogenous acylcarnitines with depression. Results: In univariable analyses, genetically-predicted lower levels of short-chain acylcarnitines C2 (odds ratio [OR] 0.97, 95% confidence intervals [CIs] 0.95–1.00) and C3 (OR 0.97, 95%CIs 0.96–0.99) and higher levels of medium-chain acylcarnitines C8 (OR 1.04, 95%CIs 1.01–1.06) and C10 (OR 1.04, 95%CIs 1.02–1.06) were associated with increased depression risk. No reverse potential causal role of depression genetic liability on acylcarnitines levels was found. Multivariable analyses showed that the association with depression was driven by the medium-chain acylcarnitines C8 (OR 1.04, 95%CIs 1.02–1.06) and C10 (OR 1.04, 95%CIs 1.02–1.06), suggesting a potential causal role in the risk of depression. Causal estimates for C8 (OR = 1.05, 95%CIs = 1.02–1.07) and C10 (OR = 1.05, 95%CIs = 1.02–1.08) were confirmed in follow-up analyses using genetic instruments derived from a GWAS meta-analysis including up to 16,841 samples. Discussion: Accumulation of medium-chain acylcarnitines is a signature of inborn errors of fatty acid metabolism and age-related metabolic conditions. Our findings point to a link between altered mitochondrial energy production and depression pathogenesis. Acylcarnitine metabolism represents a promising access point for the development of novel therapeutic approaches for depression.
KW - Acylcarnitines
KW - Causality
KW - Depression
KW - Genomics
KW - Mendelian randomization
KW - Metabolomics
UR - http://www.scopus.com/inward/record.url?scp=85127768117&partnerID=8YFLogxK
U2 - https://doi.org/10.1016/j.jad.2022.03.070
DO - https://doi.org/10.1016/j.jad.2022.03.070
M3 - Article
C2 - 35381295
SN - 0165-0327
VL - 307
SP - 254
EP - 263
JO - Journal of Affective Disorders
JF - Journal of Affective Disorders
ER -