Uncovering novel drug targets for bipolar disorder: a Mendelian randomization analysis of brain, cerebrospinal fluid, and plasma proteomes
There is a clear demand for innovative therapeutics for bipolar disorder (BD). We integrated the largest BD genome-wide association study (GWAS) dataset ( = 41 917, = 371 549) with protein quantitative trait loci from brain, cerebrospinal fluid, and plasma. Using a range of integrative analyses, inc...
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Veröffentlicht in: | Psychological medicine 2024-05, Vol.54 (11), p.1-3006 |
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Hauptverfasser: | , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | There is a clear demand for innovative therapeutics for bipolar disorder (BD).
We integrated the largest BD genome-wide association study (GWAS) dataset (
= 41 917,
= 371 549) with protein quantitative trait loci from brain, cerebrospinal fluid, and plasma. Using a range of integrative analyses, including Mendelian randomization (MR), Steiger filter analysis, Bayesian colocalization, and phenome-wide MR analysis, we prioritized novel drug targets for BD. Additionally, we incorporated data from the UK Biobank (
= 1064,
= 365 476) and the FinnGen study (
= 7006,
= 329 192) for robust biological validation.
Through MR analysis, we found that in the brain, downregulation of
,
,
and elevation of
and
were risk factors for BD. In cerebrospinal fluid, increased BD risk was associated with increased levels of
,
, and
and decreased
and
. Plasma analysis revealed that decreased
,
,
,
, and
correlated with increased BD risk, but
did not. All these proteins passed Steiger filtering, and Bayesian colocalization confirmed that 12 proteins were colocalized with BD. Phenome-wide MR analysis revealed no significant side effects for potential drug targets, except for
. External validation further underscored the concordance between the primary and validation cohorts, confirming
,
,
,
,
,
,
,
, and
are intriguing targets for BD.
Our study identified druggable proteins for BD, including
,
, and
in the brain;
,
, and
in cerebrospinal fluid; and
,
, and
in plasma, delineating promising avenues to development of novel therapies. |
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ISSN: | 0033-2917 1469-8978 |
DOI: | 10.1017/S0033291724001077 |