Table · dataset · 2026
Supplementary file 1_Risk of hyperglycemia with different statins by type and dose: a network meta-analysis and real-world pharmacovigilance study.docx
Listed in figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/fphar.2026.1867316.s001
Description
Background<p>The potential diabetogenic effects of statins remain controversial, particularly with respect to differences across statin types and doses.</p>Methods<p>We conducted a network meta-analysis (NMA) of randomized controlled trials (RCTs) to assess the comparative effects of different statins and doses on hyperglycemia-related outcomes. The NMA was performed within a Bayesian framework. PubMed, Embase, the Cochrane Library, and ClinicalTrials.gov were systematically searched from inception to April 2025.
Data extraction and verification were independently conducted by two investigators. Outcomes included risk of new-onset diabetes mellitus (NODM), fasting plasma glucose (FPG), 2-h postprandial plasma glucose, and glycated hemoglobin (HbA1c). Separately, we conducted a real-world pharmacovigilance analysis using disproportionality methods based on the FDA Adverse Event Reporting System (FAERS) to identify potential hyperglycemia-related safety signals in patients without diabetes.</p>Results<p>A total of 22 RCTs, which enrolled 99,311 patients, were included.
Read the rest (3 more)
The NMA found no statistically significant differences in NODM risk among statins or compared with placebo. However, pravastatin 40 mg/day showed a numerically lower risk estimate (OR: 0.86; 95% CrI: 0.50–1.50), whereas rosuvastatin 20 mg/day and atorvastatin 80 mg/day showed relatively higher estimates. Analyses of intermediate glycemic markers, including FPG and HbA1c, revealed no significant differences across all statin regimens and placebo.
In parallel, FAERS pharmacovigilance analyses identified disproportionate reporting signals for hyperglycemic events with atorvastatin (ROR: 6.11; 95% CI: 5.94–6.29), rosuvastatin (ROR: 2.44; 95% CI: 2.31–2.58), and simvastatin (ROR: 1.22; 95% CI: 1.13–1.32).</p>Conclusion<p>No statistically significant differences in glycemic outcomes were observed among individual statins or compared with placebo. However, numerical variations in point estimates across randomized evidence and pharmacovigilance signals suggest possible differences in glycemic profiles among statins.
Pravastatin showed numerically lower risk estimates; however, these findings were accompanied by substantial uncertainty. Further prospective studies are needed to clarify these observations.</p>
Links
Where it is published
- DOI doi.org/10.3389/fphar.2026.1867316.s001 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science
- Inferred from text
- Pharmacology and pharmaceutical sciences 70%
Provenance · 4 source records, 37 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/34053435 | 9 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34053435 | 9 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34053435 | 9 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34053435 | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:group:3214 | enrichment · figshare com | taxonomy-embedding@1.0.0 | title+keywords+description (70%) |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |