# Lipid-lowering and glucose-lowering drug targets differentially modulate antipsychotic treatment efficacy in schizophrenia

**Authors:** Yunqing Zhu, Rui Yuan, Zhe Lu, Yuyanan Zhang, Zhewei Kang, Xiaoyang Feng, Guorui Zhao, Junyuan Sun, Jing Guo, Tong Yu, Yang Yang, Yaoyao Sun, Weihua Yue

PMC · DOI: 10.1016/j.xcrm.2026.102653 · Cell Reports Medicine · 2026-03-17

## TL;DR

This study finds that lipid-lowering drugs may improve schizophrenia symptoms, while glucose-lowering drugs may worsen them.

## Contribution

It identifies APOC3 and GCK as drug targets that differentially affect antipsychotic treatment outcomes in schizophrenia.

## Key findings

- Higher APOC3 genetic risk scores are linked to improved negative symptoms in schizophrenia.
- Higher GCK genetic risk scores are associated with reduced symptom improvement across multiple domains.
- The effects of APOC3 and GCK on symptoms are consistent in patients with metabolic disorders.

## Abstract

Schizophrenia is frequently comorbid with dyslipidemia and hyperglycemia. However, whether metabolic-modifying agents aggravate schizophrenia progression remains unclear. We perform a drug-target genetic association study in two independent Han Chinese schizophrenia cohorts (N = 2,111/292 for discovery/validation). Leveraging metabolic genome-wide association studies, we generate genetic risk scores (GRSs) for lipid-modifying and hypoglycemic targets. Those with higher APOC3 (inhibited by volanesorsen/olezarsen) GRS exhibit attenuated triglycerides and improvement in negative symptoms assessed by Positive and Negative Syndrome Scale (PANSS) (β = 1.23, 95% confidence interval [CI]: 0.30–2.16). Higher GCK (activated by dorzagliatin) GRS is associated with decreased glucose and less improvement across PANSS total (β = −1.70, 95% CI: −2.91–0.50), positive, negative, general subscales. Causal associations of GCK are replicated in independent validation. The effects of APOC3 and GCK on negative symptom recovery are robust in hyperlipidemic/diabetic subgroups. Genetically proxied proteomics analysis provides further functional validation for the identified target-outcome associations. Our findings suggest volanesorsen/olezarsen as potential adjunctive candidates; dorzagliatin warrants prudence in schizophrenia with metabolic disturbance.

•APOC3-proxied lipid lowering elevates antipsychotic efficacy of negative symptoms•GCK-proxied glucose lowering reduces positive, negative, general-symptom recovery•APOC3/GCK negative-symptom effects persist in hyperlipidemic/diabetic subgroups•Genetic proteomics validate blood-APOC3, brain-GCK effects on negative symptoms

APOC3-proxied lipid lowering elevates antipsychotic efficacy of negative symptoms

GCK-proxied glucose lowering reduces positive, negative, general-symptom recovery

APOC3/GCK negative-symptom effects persist in hyperlipidemic/diabetic subgroups

Genetic proteomics validate blood-APOC3, brain-GCK effects on negative symptoms

Whether metabolic-modifying agents aggravate schizophrenia progression remains unclear. Zhu et al. identify that APOC3-proxied lipid lowering improves schizophrenia negative-symptom recovery, and GCK-related glucose lowering worsens antipsychotic efficacy. Causal effects of APOC3/GCK on negative symptoms are robust in hyperlipidemic/diabetic subgroups. This study suggests volanesorsen/olezarsen as potential adjunctive candidates, and dorzagliatin warrants prudence in schizophrenia-metabolic comorbidity.

## Linked entities

- **Genes:** APOC3 (apolipoprotein C3) [NCBI Gene 345], GCK (glucokinase) [NCBI Gene 2645]
- **Chemicals:** volanesorsen (PubChem CID 121494123), dorzagliatin (PubChem CID 57920094)
- **Diseases:** schizophrenia (MONDO:0005090), dyslipidemia (MONDO:0002525), hyperglycemia (MONDO:0002909)

## Full-text entities

- **Genes:** Gck (glucokinase) [NCBI Gene 103988] {aka GLK, Gk, Gls006, HK4, HKIV, HXKP}, POMC (proopiomelanocortin) [NCBI Gene 5443] {aka ACTH, CLIP, LPH, MSH, NPP, OBAIRH}, PRL (prolactin) [NCBI Gene 5617] {aka GHA1, pPRL}, APOC3 (apolipoprotein C3) [NCBI Gene 345] {aka APOCIII, Apo-C3, ApoC-3}, LEP (leptin) [NCBI Gene 3952] {aka LEPD, OB, OBS}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, CSF2 (colony stimulating factor 2) [NCBI Gene 1437] {aka CSF, GMCSF}, GLP1R (glucagon like peptide 1 receptor) [NCBI Gene 2740] {aka GLP-1, GLP-1-R, GLP-1R}, GCK (glucokinase) [NCBI Gene 2645] {aka FGQTL3, GK, GLK, HHF3, HK4, HKIV}, LPL (lipoprotein lipase) [NCBI Gene 4023] {aka HDLCQ11, LIPD}
- **Diseases:** depression (MESH:D003866), T2D (MESH:D003924), Hypertriglyceridemia (MESH:D015228), PANSS (MESH:C538175), glucose dysfunction (MESH:D044882), cardiac diseases (MESH:D006331), hypoglycemic (MESH:C000721848), metabolic (MESH:D008659), TG (MESH:C566031), SCZ (MESH:D012559), hyperlipemia (MESH:D006949), myocardial infarction (MESH:D009203), dyslipidemia (MESH:D050171), prediabetes (MESH:D011236), coronary artery disease (MESH:D003324), cerebrovascular inflammation (MESH:D007249), thrombocytopenia (MESH:D013921), disturbance (MESH:D014832), FCS (MESH:D008072), diabetes (MESH:D003920), paranoia (MESH:D010259), lipid dysfunction (MESH:D052439), Mental Disorders (MESH:D001523), MetS (MESH:D024821), cognitive impairment (MESH:D003072), QTc prolongation (MESH:D008133), neurotoxic injury (MESH:D020258), type 1 diabetic (MESH:D003922), hypertension (MESH:D006973), hyperglycemia (MESH:D006943), brain energy insufficiency (MESH:D000309), cytotoxicity (MESH:D064420), psychotic symptom (MESH:D011618), cardiovascular disease (MESH:D002318)
- **Chemicals:** Volanesorsen (MESH:C000593612), glycemia (MESH:D001786), haloperidol (MESH:D006220), ziprasidone (MESH:C092292), perphenazine (MESH:D010546), creatinine (MESH:D003404), cholesterol (MESH:D002784), clozapine (MESH:D003024), PANSS (-), dorzagliatin (MESH:C000629807), risperidone (MESH:D018967), olanzapine (MESH:D000077152), aripiprazole (MESH:D000068180), Glucose (MESH:D005947), nitrogen (MESH:D009584), urea (MESH:D014508), Lipid (MESH:D008055), pioglitazone (MESH:D000077205), dopamine (MESH:D004298), TG (MESH:D014280), metformin (MESH:D008687), sphingomyelin (MESH:D013109), glucose-6-phosphate (MESH:D019298), topiramate (MESH:D000077236), quetiapine (MESH:D000069348), oligonucleotides (MESH:D009841)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606]
- **Mutations:** rs3757840, rs651821

## Full text

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## Figures

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## References

109 references — full list in the complete paper: https://tomesphere.com/paper/PMC13006399/full.md

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Source: https://tomesphere.com/paper/PMC13006399