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Genetic association of cholesterol metabolism with the risk of depression and schizophrenia

Published online by Cambridge University Press:  27 September 2024

Zheng Chen*
Affiliation:
Tianjin Haihe Hospital, Tianjin, China
Guanghong Sui
Affiliation:
Department of Child and Adolescent Psychology, Tianjin Anding Hospital, Tianjin, China
Caixia Yang
Affiliation:
Department of Rehabilitation, Tianjin Anding Hospital, Tianjin, China
Zongshun Lv
Affiliation:
Tianjin Medical University General Hospital, Tianjin, China
Feng Wang*
Affiliation:
Tianjin Medical University General Hospital, Tianjin, China
*
Corresponding authors: Feng Wang; Email: [email protected] and Zheng Chen; Email: [email protected]
Corresponding authors: Feng Wang; Email: [email protected] and Zheng Chen; Email: [email protected]

Abstract

Objective:

Some observational studies have unexpectedly reported the association of cholesterol metabolism with mental and psychological disorders, but a firm conclusion has not been drawn. The aim of this study was to further investigate the effects of peripheral cholesterol traits and cholesterol-lowering therapy on depression and schizophrenia using a Mendelian randomisation approach.

Methods:

Instrumental variables meeting the correlation, independence and exclusivity assumptions were extracted from one genome-wide association study for predicting total cholesterol, low-density lipoprotein (LDL) cholesterol, high-density lipoprotein (HDL) cholesterol and nonHDL cholesterol. Instrumental variables for total cholesterol and LDL cholesterol were also adopted to predict statin use (a type of cholesterol-lowering drug); these instrumental variables should not only satisfy the above assumptions but also be close to 3-hydroxy-3-methylglutaryl coenzyme A reductase (HMGCR, the target gene of statins) on the chromosome. Three methods (including inverse variance weighted) were used to conduct causal inference of the above exposures with depression and schizophrenia. Sensitivity analyses were performed to assess horizontal pleiotropy.

Results:

Higher levels of peripheral nonHDL cholesterol were nominally associated with a decreased risk of depression (P = 0.039), and higher levels of HMGCR-mediated total cholesterol and LDL cholesterol were nominally related to a decreased risk of depression (P = 0.013 and P = 0.028, respectively). Moreover, these cholesterol traits cannot affect the risk of schizophrenia. Sensitivity analysis did not reveal any horizontal pleiotropy.

Conclusion:

The study provided some interesting, but less sufficient, evidence that nonHDL cholesterol may have a protective effect on depression, and lowering cholesterol using statins might increase the risk of the disease.

Type
Original Article
Copyright
© The Author(s), 2024. Published by Cambridge University Press on behalf of Scandinavian College of Neuropsychopharmacology

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References

Andrade, C (2018) The use of statins for antipsychotic augmentation in schizophrenia: examination of meta-analyses with flawed methods and conclusions. The Journal of Clinical Psychiatry 79(5), 18f12562.10.4088/JCP.18f12562CrossRefGoogle ScholarPubMed
Bai, W, Liu, ZH, Jiang, YY, Zhang, QE, Rao, WW, Cheung, T, Hall, BJ and Xiang, YT (2021) Worldwide prevalence of suicidal ideation and suicide plan among people with schizophrenia: a meta-analysis and systematic review of epidemiological surveys. Translational Psychiatry 11(1), 552.CrossRefGoogle ScholarPubMed
Birney, E (2022) Mendelian randomization. Cold Spring Harbor Perspectives in Medicine 12(4), a041302.Google ScholarPubMed
De Giorgi, R, Rizzo Pesci, N, Quinton, A, De Crescenzo, F, Cowen, PJ and Harmer, CJ (2021) Statins in depression: an evidence-based overview of mechanisms and clinical studies. Frontiers in Psychiatry 12, 702617.10.3389/fpsyt.2021.702617CrossRefGoogle ScholarPubMed
Emdin, CA, Khera, AV and Kathiresan, S (2017) Mendelian randomization. JAMA 318(19), 19251926.10.1001/jama.2017.17219CrossRefGoogle ScholarPubMed
Ettman, CK, Abdalla, SM, Cohen, GH, Sampson, L, Vivier, PM and Galea, S (2020) Prevalence of depression symptoms in US adults before and during the COVID-19 pandemic. JAMA Network Open 3(9), e2019686.CrossRefGoogle ScholarPubMed
Graham, SE, Clarke, SL, Wu, K-HH, Kanoni, S, Zajac, GJM, Ramdas, S, Surakka, I, Ntalla, I, Vedantam, S, Winkler, TW, Locke, AE, Marouli, E, Hwang, MY, Han, S, Narita, A, Choudhury, A, Bentley, AR, Ekoru, K, Verma, A, Trivedi, B, Martin, HC, Hunt, KA, Hui, Q, Klarin, D, Zhu, X, Thorleifsson, G, Helgadottir, A, Gudbjartsson, DF, Holm, H, Olafsson, I, Akiyama, M, Sakaue, S, Terao, C, Kanai, M, Zhou, W, Brumpton, BM, Rasheed, H, Ruotsalainen, SE, Havulinna, AS, Veturi, Y, Feng, QP, Rosenthal, EA, Lingren, T, Pacheco, JA, Pendergrass, SA, Haessler, J, Giulianini, F, Bradford, Y, Miller, JE, Campbell, A, Lin, K, Millwood, IY, Hindy, G, Rasheed, A, Faul, JD, Zhao, W, Weir, DR, Turman, C, Huang, H, Graff, M, Mahajan, A, Brown, MR, Zhang, W, Yu, K, Schmidt, EM, Pandit, A, Gustafsson, S, Yin, X, Luan, J’an, Zhao, J-H, Matsuda, F, Jang, H-M, Yoon, K, Medina-Gomez, C, Pitsillides, A, Hottenga, JJ, Willemsen, G, Wood, AR, Ji, Y, Gao, Z, Haworth, S, Mitchell, RE, Chai, JF, Aadahl, M, Yao, J, Manichaikul, A, Warren, HR, Ramirez, J, Bork-Jensen, J, Kårhus, LL, Goel, A, Sabater-Lleal, M, Noordam, R, Sidore, C, Fiorillo, E, McDaid, AF, Marques-Vidal, P, Wielscher, M, Trompet, S, Sattar, N, Møllehave, LT, Thuesen, BH, Munz, M, Zeng, L, Huang, J, Yang, B, Poveda, A, Kurbasic, A, Lamina, C, Forer, L, Scholz, M, Galesloot, TE, Bradfield, JP, Daw, EW, Zmuda, JM, Mitchell, JS, Fuchsberger, C, Christensen, H, Brody, JA, Feitosa, MF, Wojczynski, MK, Preuss, M, Mangino, M, Christofidou, P, Verweij, N, Benjamins, JW, Engmann, J, Kember, RL, Slieker, RC, Lo, KS, Zilhao, NR, Le, P, Kleber, ME, Delgado, GE, Huo, S, Ikeda, DD, Iha, H, Yang, J, Liu, J, Leonard, HL, Marten, J, Schmidt, Börge, Arendt, M, Smyth, LJ, Cañadas-Garre, M, Wang, C, Nakatochi, M, Wong, A, Hutri-Kähönen, N, Sim, X, Xia, R, Huerta-Chagoya, A, Fernandez-Lopez, JC, Lyssenko, V, Ahmed, M, Jackson, AU, Yousri, NA, Irvin, MR, Oldmeadow, C, Kim, H-N, Ryu, S, Timmers, PRHJ, Arbeeva, L, Dorajoo, R, Lange, LA, Chai, X, Prasad, G, Lorés-Motta, L, Pauper, M, Long, J, Li, X, Theusch, E, Takeuchi, F, Spracklen, CN, Loukola, A, Bollepalli, S, Warner, SC, Wang, YX, Wei, WB, Nutile, T, Ruggiero, D, Sung, YJ, Hung, Y-J, Chen, S, Liu, F, Yang, J, Kentistou, KA, Gorski, M, Brumat, M, Meidtner, K, Bielak, LF, Smith, JA, Hebbar, P, Farmaki, A-E, Hofer, E, Lin, M, Xue, C, Zhang, J, Concas, MP, Vaccargiu, S, van der Most, PJ, Pitkänen, N, Cade, BE, Lee, J, van der Laan, SW, Chitrala, KN, Weiss, S, Zimmermann, ME, Lee, JY, Choi, HS, Nethander, M, Freitag-Wolf, S, Southam, L, Rayner, NW, Wang, CA, Lin, S-Y, Wang, J-S, Couture, C, Lyytikäinen, L-P, Nikus, K, Cuellar-Partida, G, Vestergaard, H, Hildalgo, B, Giannakopoulou, O, Cai, Q, Obura, MO, van Setten, J, Li, X, Schwander, K, Terzikhan, N, Shin, JH, Jackson, RD, Reiner, AP, Martin, LW, Chen, Z, Li, L, Highland, HM, Young, KL, Kawaguchi, T, Thiery, J, Bis, JC, Nadkarni, GN, Launer, LJ, Li, H, Nalls, MA, Raitakari, OT, Ichihara, S, Wild, SH, Nelson, CP, Campbell, H, Jäger, S, Nabika, T, Al-Mulla, F, Niinikoski, H, Braund, PS, Kolcic, I, Kovacs, P, Giardoglou, T, Katsuya, T, Bhatti, KF, de Kleijn, D, de Borst, GJ, Kim, EK, Adams, HHH, Ikram, MA, Zhu, X, Asselbergs, FW, Kraaijeveld, AO, Beulens, JWJ, Shu, X-O, Rallidis, LS, Pedersen, O, Hansen, T, Mitchell, P, Hewitt, AW, Kähönen, M, Pérusse, L, Bouchard, C, Tönjes, A, Chen, Y-DI, Pennell, CE, Mori, TA, Lieb, W, Franke, A, Ohlsson, C, Mellström, D, Cho, YS, Lee, H, Yuan, J-M, Koh, W-P, Rhee, SY, Woo, J-T, Heid, IM, Stark, KJ, Völzke, H, Homuth, G, Evans, MK, Zonderman, AB, Polasek, O, Pasterkamp, G, Hoefer, IE, Redline, S, Pahkala, K, Oldehinkel, AJ, Snieder, H, Biino, G, Schmidt, R, Schmidt, H, Chen, YE, Bandinelli, S, Dedoussis, G, Thanaraj, TA, Kardia, SLR, Kato, N, Schulze, MB, Girotto, G, Jung, B, Böger, CA, Joshi, PK, Bennett, DA, De Jager, PL, Lu, X, Mamakou, V, Brown, M, Caulfield, MJ, Munroe, PB, Guo, X, Ciullo, M, Jonas, JB, Samani, NJ, Kaprio, J, Pajukanta, Päivi, Adair, LS, Bechayda, SA, de Silva, HJ, Wickremasinghe, AR, Krauss, RM, Wu, J-Y, Zheng, W, den Hollander, AI, Bharadwaj, D, Correa, A, Wilson, JG, Lind, L, Heng, C-K, Nelson, AE, Golightly, YM, Wilson, JF, Penninx, B, Kim, H-L, Attia, J, Scott, RJ, Rao, DC, Arnett, DK, Hunt, SC, Walker, M, Koistinen, HA, Chandak, GR, Yajnik, CS, Mercader, JM, Tusié-Luna, T, Aguilar-Salinas, CA, Villalpando, CG, Orozco, L, Fornage, M, Tai, ES, van Dam, RM, Lehtimäki, T, Chaturvedi, N, Yokota, M, Liu, J, Reilly, DF, McKnight, AJ, Kee, F, Jöckel, K-H, McCarthy, MI, Palmer, CNA, Vitart, V, Hayward, C, Simonsick, E, van Duijn, CM, Lu, F, Qu, J, Hishigaki, H, Lin, X, März, W, Parra, EJ, Cruz, M, Gudnason, V, Tardif, J-C, Lettre, G, ’t Hart, LM, Elders, PJM, Damrauer, SM, Kumari, M, Kivimaki, M, van der Harst, P, Spector, TD, Loos, RJF, Province, MA, Psaty, BM, Brandslund, I, Pramstaller, PP, Christensen, K, Ripatti, S, Widén, E, Hakonarson, H, Grant, SFA, Kiemeney, LALM, de Graaf, J, Loeffler, M, Kronenberg, F, Gu, D, Erdmann, J, Schunkert, H, Franks, PW, Linneberg, A, Jukema, JW, Khera, AV, Männikkö, M, Jarvelin, M-R, Kutalik, Z, Cucca, F, Mook-Kanamori, DO, van Dijk, KW, Watkins, H, Strachan, DP, Grarup, N, Sever, P, Poulter, N, Rotter, JI, Dantoft, TM, Karpe, F, Neville, MJ, Timpson, NJ, Cheng, C-Y, Wong, T-Y, Khor, CC, Sabanayagam, C, Peters, A, Gieger, C, Hattersley, AT, Pedersen, NL, Magnusson, PKE, Boomsma, DI, de Geus, EJC, Cupples, LA, van Meurs, JBJ, Ghanbari, M, Gordon-Larsen, P, Huang, W, Kim, YJ, Tabara, Y, Wareham, NJ, Langenberg, C, Zeggini, E, Kuusisto, J, Laakso, M, Ingelsson, E, Abecasis, G, Chambers, JC, Kooner, JS, de Vries, PS, Morrison, AC, North, KE, Daviglus, M, Kraft, P, Martin, NG, Whitfield, JB, Abbas, S, Saleheen, D, Walters, RG, Holmes, MV, Black, C, Smith, BH, Justice, AE, Baras, A, Buring, JE, Ridker, PM, Chasman, DI, Kooperberg, C, Wei, W-Q, Jarvik, GP, Namjou, B, Hayes, MG, Ritchie, MD, Jousilahti, P, Salomaa, V, Hveem, K, Åsvold, Børn O, Kubo, M, Kamatani, Y, Okada, Y, Murakami, Y, Thorsteinsdottir, U, Stefansson, K, Ho, Y-L, Lynch, JA, Rader, DJ, Tsao, PS, Chang, K-M, Cho, K, O’Donnell, CJ, Gaziano, JM, Wilson, P, Rotimi, CN, Hazelhurst, S, Ramsay, Mèle, Trembath, RC, van Heel, DA, Tamiya, G, Yamamoto, M, Kim, B-J, Mohlke, KL, Frayling, TM, Hirschhorn, JN, Kathiresan, S, Natarajan, P, Peloso, GM, Brown, CD, Morris, AP, Assimes, TL, Deloukas, P, Sun, YV, Willer, CJ (2021) The power of genetic diversity in genome-wide association studies of lipids. Nature 600(7890), 675679.CrossRefGoogle ScholarPubMed
Howard, DM, Adams, MJ, Clarke, TK, Hafferty, JD, Gibson, J, Shirali, M, Coleman, JRI, Hagenaars, SP, Ward, J, Wigmore, EM, Alloza, C, Shen, X, Barbu, MC, Xu, EY, Whalley, HC, Marioni, RE, Porteous, DJ, Davies, G, Deary, IJ, Hemani, G, Berger, K, Teismann, H, Rawal, R, Arolt, V, Baune, BT, Dannlowski, U, Domschke, K, Tian, C, Hinds, DA, Trzaskowski, M, Byrne, EM, Ripke, S, Smith, DJ, Sullivan, PF, Wray, NR, Breen, G, Lewis, CM and McIntosh, AM (2019) 23andMe research team; major depressive disorder working group of the psychiatric genomics consortium, genome-wide meta-analysis of depression identifies 102 independent variants and highlights the importance of the prefrontal brain regions. Nature Neuroscience 22(3), 343352.CrossRefGoogle Scholar
Hu, T, Zhao, X, Wu, M, Li, Z, Luo, L, Yang, C and Yang, F (2022) Prevalence of depression in older adults: a systematic review and meta-analysis. Psychiatry Research 311, 114511.CrossRefGoogle ScholarPubMed
Jin, J (2022) Screening for depression and suicide risk in children and adolescents. JAMA 328(15), 1570.CrossRefGoogle ScholarPubMed
Khalid, A, Lal, N, Trivedi, JK, Dalal, PK, Asthana, OP, Srivastava, JS and Akhtar, A (1998) Serum lipids : new biological markers in depression ? Indian Journal of Psychiatry 40(3), 217223.Google ScholarPubMed
Kim, DD, Barr, AM, Fredrikson, DH, Honer, WG and Procyshyn, RM (2019) Association between serum lipids and antipsychotic response in schizophrenia. Current Neuropharmacology 17(9), 852860.CrossRefGoogle ScholarPubMed
Koifman, E and Arow, Z (2022) Obesity paradox - truth or misconception? Cardiovascular Revascularization Medicine 38, 910.CrossRefGoogle ScholarPubMed
Kurki, MI, Karjalainen, J, Palta, P, Sipilä, TP, Kristiansson, K, Donner, KM, Reeve, MP, Laivuori, H, Aavikko, M, Kaunisto, MA, Loukola, A, Lahtela, E, Mattsson, H, Laiho, Päivi, Della Briotta Parolo, P, Lehisto, AA, Kanai, M, Mars, N, Rämö, J, Kiiskinen, T, Heyne, HO, Veerapen, K, Rüeger, S, Lemmelä, S, Zhou, W, Ruotsalainen, S, Pärn, K, Hiekkalinna, T, Koskelainen, S, Paajanen, T, Llorens, V, Gracia-Tabuenca, J, Siirtola, H, Reis, K, Elnahas, AG, Sun, B, Foley, CN, Aalto-Setälä, K, Alasoo, K, Arvas, M, Auro, K, Biswas, S, Bizaki-Vallaskangas, A, Carpen, O, Chen, C-Y, Dada, OA, Ding, Z, Ehm, MG, Eklund, K, Färkkilä, M, Finucane, H, Ganna, A, Ghazal, A, Graham, RR, Green, EM, Hakanen, A, Hautalahti, M, Hedman, Åsa K, Hiltunen, M, Hinttala, R, Hovatta, I, Hu, X, Huertas-Vazquez, A, Huilaja, L, Hunkapiller, J, Jacob, H, Jensen, J-N, Joensuu, H, John, S, Julkunen, V, Jung, M, Junttila, J, Kaarniranta, K, Kähönen, M, Kajanne, R, Kallio, L, Kälviäinen, R, Kaprio, J, Kettunen, J, Kilpeläinen, E, Kilpi, T, Klinger, K, Kosma, V-M, Kuopio, T, Kurra, V, Laisk, T, Laukkanen, J, Lawless, N, Liu, A, Longerich, S, Mägi, R, Mäkelä, J, Mäkitie, A, Malarstig, A, Mannermaa, A, Maranville, J, Matakidou, A, Meretoja, T, Mozaffari, SV, Niemi, MEK, Niemi, M, Niiranen, T, O´Donnell, CJ, Obeidat, M´en, Okafo, G, Ollila, HM, Palomäki, A, Palotie, T, Partanen, J, Paul, DS, Pelkonen, M, Pendergrass, RK, Petrovski, , Pitkäranta, A, Platt, A, Pulford, D, Punkka, E, Pussinen, P, Raghavan, N, Rahimov, F, Rajpal, D, Renaud, NA, Riley-Gillis, B, Rodosthenous, R, Saarentaus, E, Salminen, A, Salminen, E, Salomaa, V, Schleutker, J, Serpi, R, Shen, H-Y, Siegel, R, Silander, K, Siltanen, S, Soini, S, Soininen, H, Sul, JH, Tachmazidou, I, Tasanen, K, Tienari, P, Toppila-Salmi, S, Tukiainen, T, Tuomi, T, Turunen, JA, Ulirsch, JC, Vaura, F, Virolainen, P, Waring, J, Waterworth, D, Yang, R, Nelis, M, Reigo, A, Metspalu, A, Milani, L, Esko, Tõnu, Fox, C, Havulinna, AS, Perola, M, Ripatti, S, Jalanko, A, Laitinen, T, Mäkelä, TP, Plenge, R, McCarthy, M, Runz, H, Daly, MJ, Palotie, A (2023) FinnGen provides genetic insights from a well-phenotyped isolated population. Nature 613(7944), 508518.CrossRefGoogle ScholarPubMed
Lee, MC, Peng, TR, Lee, CH, Wang, JY, Lee, JA, Chen, SM and Shiang, JC (2021) Statin use and depression risk: a systematic review and meta-analysis. Journal of Affective Disorders 282, 308315.CrossRefGoogle Scholar
Mojtabai, R (2021) Estimating the prevalence of schizophrenia in the United States using the multiplier method. Schizophrenia Research 230, 4849.CrossRefGoogle ScholarPubMed
Molero, Y, Cipriani, A, Larsson, H, Lichtenstein, P, D.’Onofrio, BM and Fazel, S (2020) Associations between statin use and suicidality, depression, anxiety, and seizures: a Swedish total-population cohort study. The Lancet Psychiatry 7(11), 982990.CrossRefGoogle ScholarPubMed
Okudan, N and Belviranli, M (2020) High dose simvastatin and rosuvastatin impair cognitive abilities of healthy rats via decreasing hippocampal neurotrophins and irisin. Brain Research Bulletin 165, 8189.CrossRefGoogle ScholarPubMed
Sahebkar, A, Rathouska, J, Simental-Mendía, LE and Nachtigal, P (2016) Statin therapy and plasma cortisol concentrations: a systematic review and meta-analysis of randomized placebo-controlled trials. Pharmacological Research 103, 1725.CrossRefGoogle ScholarPubMed
Sankaranarayanan, A, Pratt, R, Anoop, A, Smith, A, Espinoza, D, Ramachandran, P and Tirupati, S (2021) Serum lipids and suicidal risk among patients with schizophrenia spectrum disorders: systematic review and meta-analysis. Acta Psychiatrica Scandinavica 144(2), 125152.CrossRefGoogle ScholarPubMed
Shen, H, Li, R, Yan, R, Zhou, X, Feng, X, Zhao, M and Xiao, H (2018) Adjunctive therapy with statins in schizophrenia patients: a meta-analysis and implications. Psychiatry Research 262, 8493.CrossRefGoogle ScholarPubMed
Sirtori, CR, Manzoni, C and Lovati, MR (1991) Mechanisms of lipid-lowering agents. Cardiology 78(3), 226235.CrossRefGoogle ScholarPubMed
So, HC, Chau, CK, Cheng, YY and Sham, PC (2021) Causal relationships between blood lipids and depression phenotypes: a Mendelian randomisation analysis. Psychological Medicine 51(14), 23572369.CrossRefGoogle ScholarPubMed
Subramaniam, M, Abdin, E, Vaingankar, JA, Sambasivam, R, Zhang, YJ, Shafie, S, Basu, S, Chan, CT, Tan, CS, Verma, SK, Tang, C, Chua, HC, Heng, D and Chong, SA (2021) Lifetime prevalence and correlates of schizophrenia and other psychotic disorders in Singapore. Frontiers in Psychiatry 12, 650674.CrossRefGoogle ScholarPubMed
Trubetskoy, V, Pardiñas, AF, Qi, T, Panagiotaropoulou, G, Awasthi, S, Bigdeli, TB, Bryois, J, Chen, C-Y, Dennison, CA, Hall, LS, Lam, M, Watanabe, K, Frei, O, Ge, T, Harwood, JC, Koopmans, F, Magnusson, S, Richards, AL, Sidorenko, J, Wu, Y, Zeng, J, Grove, J, Kim, M, Li, Z, Voloudakis, G, Zhang, W, Adams, M, Agartz, I, Atkinson, EG, Agerbo, E, Al Eissa, M, Albus, M, Alexander, M, Alizadeh, BZ, Alptekin, Köksal, Als, TD, Amin, F, Arolt, V, Arrojo, M, Athanasiu, L, Azevedo, MH, Bacanu, SA, Bass, NJ, Begemann, M, Belliveau, RA, Bene, J, Benyamin, B, Bergen, SE, Blasi, G, Bobes, J, Bonassi, S, Braun, A, Bressan, RA, Bromet, EJ, Bruggeman, R, Buckley, PF, Buckner, RL, Bybjerg-Grauholm, J, Cahn, W, Cairns, MJ, Calkins, ME, Carr, VJ, Castle, D, Catts, SV, Chambert, KD, Chan, RCK, Chaumette, B, Cheng, W, Cheung, EFC, Chong, SA, Cohen, D, Consoli, Aèle, Cordeiro, Q, Costas, J, Curtis, C, Davidson, M, Davis, KL, de Haan, L, Degenhardt, F, DeLisi, LE, Demontis, D, Dickerson, F, Dikeos, D, Dinan, T, Djurovic, S, Duan, J, Ducci, G, Dudbridge, F, Eriksson, JG, Fañanás, L, Faraone, SV, Fiorentino, A, Forstner, A, Frank, J, Freimer, NB, Fromer, M, Frustaci, A, Gadelha, A, Genovese, G, Gershon, ES, Giannitelli, M, Giegling, I, Giusti-Rodríguez, P, Godard, S, Goldstein, JI, González Peñas, J, González-Pinto, A, Gopal, S, Gratten, J, Green, MF, Greenwood, TA, Guillin, O, Gülöksüz, S, Gur, RE, Gur, RC, Gutiérrez, B, Hahn, E, Hakonarson, H, Haroutunian, V, Hartmann, AM, Harvey, C, Hayward, C, Henskens, FA, Herms, S, Hoffmann, P, Howrigan, DP, Ikeda, M, Iyegbe, C, Joa, I, Julià, A, Kähler, AK, Kam-Thong, T, Kamatani, Y, Karachanak-Yankova, S, Kebir, O, Keller, MC, Kelly, BJ, Khrunin, A, Kim, S-W, Klovins, J, Kondratiev, N, Konte, B, Kraft, J, Kubo, M, Kučinskas, V, Kučinskiene, ZA, Kusumawardhani, A, Kuzelova-Ptackova, H, Landi, S, Lazzeroni, LC, Lee, PH, Legge, SE, Lehrer, DS, Lencer, R, Lerer, B, Li, M, Lieberman, J, Light, GA, Limborska, S, Liu, C-M, Lönnqvist, J, Loughland, CM, Lubinski, J, Luykx, JJ, Lynham, A, Macek, M, Mackinnon, A, Magnusson, PKE, Maher, BS, Maier, W, Malaspina, D, Mallet, J, Marder, SR, Marsal, S, Martin, AR, Martorell, L, Mattheisen, M, McCarley, RW, McDonald, C, McGrath, JJ, Medeiros, H, Meier, S, Melegh, B, Melle, I, Mesholam-Gately, RI, Metspalu, A, Michie, PT, Milani, L, Milanova, V, Mitjans, M, Molden, E, Molina, E, Molto, Mía D, Mondelli, V, Moreno, C, Morley, CP, Muntané, G, Murphy, KC, Myin-Germeys, I, Nenadić, I, Nestadt, G, Nikitina-Zake, L, Noto, C, Nuechterlein, KH, O’Brien, NL, O’Neill, FA, Oh, S-Y, Olincy, A, Ota, VK, Pantelis, C, Papadimitriou, GN, Parellada, M, Paunio, T, Pellegrino, R, Periyasamy, S, Perkins, DO, Pfuhlmann, B, Pietiläinen, O, Pimm, J, Porteous, D, Powell, J, Quattrone, D, Quested, D, Radant, AD, Rampino, A, Rapaport, MH, Rautanen, A, Reichenberg, A, Roe, C, Roffman, JL, Roth, J, Rothermundt, M, Rutten, BPF, Saker-Delye, S, Salomaa, V, Sanjuan, J, Santoro, ML, Savitz, A, Schall, U, Scott, RJ, Seidman, LJ, Sharp, SI, Shi, J, Siever, LJ, Sigurdsson, E, Sim, K, Skarabis, N, Slominsky, P, So, H-C, Sobell, JL, Söderman, E, Stain, HJ, Steen, NE, Steixner-Kumar, AA, Stögmann, E, Stone, WS, Straub, RE, Streit, F, Strengman, E, Stroup, TS, Subramaniam, M, Sugar, CA, Suvisaari, J, Svrakic, DM, Swerdlow, NR, Szatkiewicz, JP, Ta, TMT, Takahashi, A, Terao, C, Thibaut, F, Toncheva, D, Tooney, PA, Torretta, S, Tosato, S, Tura, GB, Turetsky, BI, Üçok, A, Vaaler, A, van Amelsvoort, T, van Winkel, R, Veijola, J, Waddington, J, Walter, H, Waterreus, A, Webb, BT, Weiser, M, Williams, NM, Witt, SH, Wormley, BK, Wu, JQ, Xu, Z, Yolken, R, Zai, CC, Zhou, W, Zhu, F, Zimprich, F, Atbaşoğlu, Eşref C, Ayub, M, Benner, C, Bertolino, A, Black, DW, Bray, NJ, Breen, G, Buccola, NG, Byerley, WF, Chen, WJ, Cloninger, CR, Crespo-Facorro, B, Donohoe, G, Freedman, R, Galletly, C, Gandal, MJ, Gennarelli, M, Hougaard, DM, Hwu, H-G, Jablensky, AV, McCarroll, SA, Moran, JL, Mors, O, Mortensen, PB, Müller-Myhsok, B, Neil, AL, Nordentoft, M, Pato, MT, Petryshen, TL, Pirinen, M, Pulver, AE, Schulze, TG, Silverman, JM, Smoller, JW, Stahl, EA, Tsuang, DW, Vilella, E, Wang, S-H, Xu, S, Wenwen, Q, Wildenauer, DB, Agiananda, F, Amir, N, Antoni, R, Arsianti, T, Asmarahadi, A, Diatri, H, Djatmiko, P, Irmansyah, I, Khalimah, S, Kusumadewi, I, Kusumaningrum, P, Lukman, PR, Nasrun, MW, Safyuni, NS, Prasetyawan, P, Semen, G, Siste, K, Tobing, H, Widiasih, N, Wiguna, T, Wulandari, D, Evalina, N, Hananto, AJ, Ismoyo, JH, Marini, TM, Henuhili, S, Reza, M, Yusnadewi, S, Akbarian, S, Ashley-Koch, A, van Bakel, H, Breen, M, Brown, M, Bryois, J, Carlyle, B, Charney, A, Coetzee, G, Crawford, G, Dracheva, S, Emani, P, Farnham, P, Fromer, M, Galeev, T, Gandal, M, Gerstein, M, Giase, G, Girdhar, K, Goes, F, Grennan, K, Gu, M, Guerra, B, Gursoy, G, Hoffman, G, Hyde, T, Jaffe, A, Jiang, S, Jiang, Y, Kefi, A, Kim, Y, Kitchen, R, Knowles, JA, Lay, F, Lee, D, Li, M, Liu, C, Liu, S, Mattei, E, Navarro, F, Pan, X, Peters, MA, Pinto, D, Pochareddy, S, Polioudakis, D, Purcaro, M, Purcell, S, Pratt, H, Reddy, T, Rhie, S, Roussos, P, Rozowsky, J, Sanders, S, Sestan, N, Sethi, A, Shi, X, Shieh, A, Swarup, V, Szekely, A, Wang, D, Warrell, J, Weissman, S, Weng, Z, White, K, Wiseman, J, Witt, H, Won, H, Wood, S, Wu, F, Xu, X, Yao, L, Zandi, P, Bakker, S, Bender, S, Bramon, E, Collier, DA, Crepo-Facorro, B, Hall, J, Iyegbe, C, Kahn, , Lawrie, S, Lewis, C, Lin, K, Linszen, DH, Mata, I, McIntosh, A, Murray, RM, Ophoff, RA, van Os, J, Powell, J, Rujescu, D, Walshe, M, Weisbrod, M, Andres-Alonso, M, Bagni, C, Bayés, Àlex, Biederer, T, Brose, N, Brown, TC, Chua, JJE, Coba, MP, Cornelisse, LN, de Jong, APH, de Juan-Sanz, J, Dieterich, DC, Feng, G, Goldschmidt, HL, Gundelfinger, ED, Hoogenraad, C, Huganir, RL, Hyman, SE, Imig, C, Jahn, R, Jung, H, Kaeser, PS, Kim, E, Koopmans, F, Kreutz, MR, Lipstein, N, MacGillavry, HD, Malenka, R, McPherson, PS, O’Connor, V, Pielot, R, Ryan, TA, Sahasrabudhe, D, Sala, C, Sheng, M, Smalla, K-H, Smit, AB, Südhof, TC, Thomas, PD, Toonen, RF, van Weering, JRT, Verhage, M, Verpelli, C, Adolfsson, R, Arango, C, Baune, BT, Belangero, SI, Børglum, AD, Braff, D, Bramon, E, Buxbaum, JD, Campion, D, Cervilla, JA, Cichon, S, Collier, DA, Corvin, A, Curtis, D, Forti, MD, Domenici, E, Ehrenreich, H, Escott-Price, V, Esko, Tõnu, Fanous, AH, Gareeva, A, Gawlik, M, Gejman, PV, Gill, M, Glatt, SJ, Golimbet, V, Hong, KS, Hultman, CM, Hyman, SE, Iwata, N, Jönsson, EG, Kahn, Ré S, Kennedy, JL, Khusnutdinova, E, Kirov, G, Knowles, JA, Krebs, M-O, Laurent-Levinson, C, Lee, J, Lencz, T, Levinson, DF, Li, QS, Liu, J, Malhotra, AK, Malhotra, D, McIntosh, A, McQuillin, A, Menezes, PR, Morgan, VA, Morris, DW, Mowry, BJ, Murray, RM, Nimgaonkar, V, Nöthen, MM, Ophoff, RA, Paciga, SA, Palotie, A, Pato, CN, Qin, S, Rietschel, M, Riley, BP, Rivera, M, Rujescu, D, Saka, MC, Sanders, AR, Schwab, SG, Serretti, A, Sham, PC, Shi, Y, St Clair, D, Stefánsson, H, Stefansson, K, Tsuang, MT, van Os, J, Vawter, MP, Weinberger, DR, Werge, T, Wildenauer, DB, Yu, X, Yue, W, Holmans, PA, Pocklington, AJ, Roussos, P, Vassos, E, Verhage, M, Visscher, PM, Yang, J, Posthuma, D, Andreassen, OA, Kendler, KS, Owen, MJ, Wray, NR, Daly, MJ, Huang, H, Neale, BM, Sullivan, PF, Ripke, S, Walters, JTR, O’Donovan, MC, van Amelsvoort, T, van Winkel, R, Gareeva, A, Sham, PC, Shi, Y, St Clair, D, van Os, J (2022) Mapping genomic loci implicates genes and synaptic biology in schizophrenia. Nature 604(7906), 502508.CrossRefGoogle ScholarPubMed
van Reedt Dortland, AK, Giltay, EJ, van Veen, T, van Pelt, J, Zitman, FG and Penninx, BW (2010) Associations between serum lipids and major depressive disorder: results from the Netherlands Study of Depression and Anxiety (NESDA). The Journal of Clinical Psychiatry 71(06), 729736.CrossRefGoogle ScholarPubMed
Wang, X, Jiang, Y, Zhang, NR and Small, DS (2018) Sensitivity analysis and power for instrumental variable studies. Biometrics 74(4), 11501160.CrossRefGoogle ScholarPubMed
Wang, G, Jing, J, Wang, A, Zhang, X, Zhao, X, Li, Z, Wang, C, Li, H, Liu, L, Wang, Y, Wang, Y (2021) Non-high-density lipoprotein cholesterol predicts adverse outcomes in acute ischemic stroke. Stroke 52(6), 20352042.CrossRefGoogle ScholarPubMed
Zhang, T, Guo, L, Li, R, Wang, F, Yang, WM, Yang, JB, Cui, ZQ, Zhou, CH, Chen, YH, Yu, H, Peng, ZW and Tan, QR (2022) Alterations of plasma lipids in adult women with major depressive disorder and bipolar depression. Frontiers in Psychiatry 13, 927817.CrossRefGoogle ScholarPubMed
Zhang, W and Ghosh, D (2021) A general approach to sensitivity analysis for Mendelian randomization. Statistics in Biosciences 13(1), 3455.CrossRefGoogle ScholarPubMed
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