Cited by 4Lipoproteins and Cardiovascular HealthLipid metabolism and disordersRNA Interference and Gene Delivery

Efficacy and safety of small interfering RNA (siRNA) therapies for hypertriglyceridemia and mixed dyslipidemia: an updated systematic review and meta-analysis

Open access
Gao, Yifan, Bai, Yanmin, Mu, Xu, Pang, Xingxue·2026·Frontiers in Pharmacology

Abstract

Background: Hypertriglyceridemia (HTG) and mixed dyslipidemia are significant risk factors for cardiovascular diseases. Despite the widespread use of traditional therapies, many patients continue to experience elevated triglycerides and residual cardiovascular risk. Small interfering RNA (siRNA) therapies represent a novel approach to lipid-lowering treatment. Methods: A systematic review and meta-analysis were conducted on randomized controlled trials comparing siRNA versus placebo for hypertriglyceridemia or mixed dyslipidemia. The search included PubMed, Cochrane Library, Web of Science, and Embase databases from inception to 1 October 2025, limited to English-language publications. Data extraction was performed independently by two authors. Results: Eight RCTs involving 2,671 participants met the inclusion criteria. siRNA therapies significantly reduced triglycerides (TG) (MD, −52%; 95%, −57.9 to −46.2), non-high-density lipoprotein cholesterol (non-HDL-C) (MD, −21.9%; 95%, −26 to −17.7), very low-density lipoprotein cholesterol (VLDL-C) (MD, −49.5%; 95%, −60.1 to −38.9), apolipoprotein B (apoB) (MD, −12.6%; 95%, −16.4 to −8.8), and remnant cholesterol (MD, −64.8%; 95%, −81.7 to −47.9)compared with placebo. The reduction in TG was particularly notable. Subgroup analysis revealed that ANGPTL3-targeted therapies resulted in more substantial reductions in low-density lipoprotein cholesterol (MD, −13.2%; 95% CI, −20.1 to −6.2), while APOC3-targeted therapies had a neutral effect on LDL-C levels (MD, 0.6%; 95% CI, −5.7–6.9) ( p for interaction = 0.00001). On the other hand, APOC3-targeted therapies significantly increased high-density lipoprotein cholesterol levels (MD, 40.9%; 95% CI, 31.6–50.2), whereas ANGPTL3-targeted therapies led to a reduction in HDL-C levels (MD, −20.2%; 95% CI, −25.4 to −14.9) (p for interaction = 0.00001). No significant differences were observed in the risk of adverse events between siRNA therapy and placebo (RR, 1.02; 95% CI, 0.96–1.09). Conclusion: siRNA therapies demonstrate significant efficacy in reducing triglycerides and improving lipid profiles in patients with HTG and mixed dyslipidemia. APOC3-targeted treatments primarily reduce triglycerides while increasing HDL-C, whereas ANGPTL3-targeted therapies offer broader lipid modulation, including substantial reductions in LDL-C. Both therapies demonstrate favorable safety profiles.

AI snapshot

Written from the paper’s full text.

TL;DR

This updated systematic review and meta-analysis of 8 RCTs (2,671 participants) found that siRNA therapies significantly lowered triglycerides and several atherogenic lipid parameters versus placebo, with distinct target-specific effects for APOC3 versus ANGPTL3. Safety was comparable to placebo, but evidence relies on surrogate lipid endpoints and short-to-medium-term trials.

Key findings

  • siRNA therapy reduced TG by a pooled mean difference of −52% (95% CI, −57.9 to −46.2; I² = 62.1%), with similar reductions for ANGPTL3-targeted (−50.8%; 95% CI, −71.5 to −30.1) and APOC3-targeted therapies (−53.6%; 95% CI, −58.8 to −48.4).
  • Target-specific lipid effects were observed: ANGPTL3-targeted therapy reduced LDL-C (−13.2%; 95% CI, −20.1 to −6.2), while APOC3-targeted therapy was neutral for LDL-C (0.6%; 95% CI, −5.7 to 6.9); APOC3-targeted therapy increased HDL-C (40.9%; 95% CI, 31.6 to 50.2), whereas ANGPTL3-targeted therapy reduced HDL-C (−20.2%; 95% CI, −25.4 to −14.9).
  • Other pooled reductions versus placebo were non-HDL-C −21.9% (95% CI, −26.1 to −17.6), VLDL-C −49.5% (95% CI, −60.1 to −38.9), apoB −12.6% (95% CI, −16.4 to −8.8), and remnant cholesterol −64.8% (95% CI, −81.7 to −47.9).
  • Adverse event risk did not differ from placebo (RR, 1.02; 95% CI, 0.96–1.09), including for ANGPTL3-targeted (RR, 1.01; 95% CI, 0.74–1.37) and APOC3-targeted therapies (RR, 1.02; 95% CI, 0.95–1.09).

Methods

  • Systematic review and meta-analysis of randomized controlled trials comparing siRNA therapies versus placebo in patients with hypertriglyceridemia or mixed dyslipidemia; search covered PubMed, Cochrane Library, Web of Science, and Embase from inception to 1 October 2025, limited to English-language publications.
  • Eight RCTs with 2,671 participants were included (2,000 assigned to siRNA, 671 to placebo); two trials targeted ANGPTL3 and six targeted APOC3.
  • Random-effects inverse-variance meta-analysis was used for continuous lipid outcomes, and random-effects Mantel–Haenszel methods for dichotomous safety outcomes; prespecified subgroup analysis compared ANGPTL3 versus APOC3 targets, with leave-one-out sensitivity analysis and meta-regression.

Limitations

  • The paper states that conclusions rely on surrogate lipid endpoints rather than hard cardiovascular outcomes; participants were mainly from selective clinical trial populations; baseline characteristics, background therapies, and outcome measurements varied and contributed to moderate-to-high heterogeneity; only English-language studies were included; and real-world data are limited.
  • Evident from the text: some outcomes pooled few trials (VLDL-C, 3 RCTs; remnant cholesterol, 4 RCTs), publication bias was not formally assessed, and heterogeneity was high for HDL-C (I² = 99.3%) and remnant cholesterol (I² = 85.5%). The abstract and Results also report different interaction p-values for LDL-C (0.00001 vs 0.003).

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3389/fphar.2026.1736821

Cites

51 of 51 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

41 of 96 cited sources checked · 8 supported · 3 flagged · accuracy not yet measured

  • Findingown data

    In patients receiving siRNA targeting ANGPTL3, triglycerides were significantly reduced compared with placebo (MD, −50.8%; 95% CI, −71.5 to −30.1).

    “Compared with placebo, triglyceride levels were significantly reduced in patients receiving siRNA targeting ANGPTL3 (MD, −50.8%; 95% CI, −71.5 to −30.1)”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Gaudet et al., 2024 source
    • cites Ray et al., 2025 source
    • cites Tardif et al., 2022 source

      The Key Question (p. 3) identifies this trial’s treatment as olezarsen, an antisense oligonucleotide targeting APOC3—not an siRNA targeting ANGPTL3. The discussion of ANGPTL3 (p. 11) describes siRNA studies as ongoing or future work; it does not report the claimed −50.8% placebo-adjusted result. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • Findingown data

    In patients receiving siRNA targeting ANGPTL3, VLDL-C was significantly reduced compared with placebo (MD, −41%; 95% CI, −52.8 to −29.1).

    “Compared with placebo, VLDL-C levels were significantly reduced in patients receiving siRNA targeting ANGPTL3 (MD, −41%; 95% CI, −52.8 to −29.1)”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Ray et al., 2025 source
    • cites Tardif et al., 2022 source

      The Introduction (p. 4) identifies the study intervention as olezarsen targeting APOC3, not siRNA targeting ANGPTL3. The Results (p. 5) report a significant placebo-adjusted VLDL-C reduction of 58% (95% CI, 52% to 63%) for the highest monthly olezarsen dose, not the claimed 41% (95% CI, 29.1% to 52.8%). (LLM, conf=0.89)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites Bergmark et al., 2025 source

      The Results (p. 7) report a significant placebo-adjusted VLDL-cholesterol reduction, but it was with olezarsen, not an ANGPTL3-targeting siRNA, and the reported reductions were −56.6 and −57.4 percentage points rather than −41%. The Discussion (p. 12) mentions an ANGPTL3-targeting siRNA only in connection with triglyceride reduction; it does not give the claimed VLDL-C estimate or confidence interval. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Premisecitation

    Current management strategies for hypertriglyceridemia and mixed dyslipidemia provide limited and inconsistent benefits in triglyceride lowering and cardiovascular outcomes.

    “Current management strategies for HTG and mixed dyslipidemia provide limited and inconsistent benefits in TG lowering and cardiovascular outcomes, underscoring the need for more effective and durable approaches targeting TRL and apoB-containing lipoproteins (Filtz et al., 2024; Berglund et al., 2012; Chapman et al., 2011).”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites Filtz et al., 2024 source

      The Fibrates section reports that ACCORD and PROMINENT found no cardiovascular-event benefit despite triglyceride reductions of 16% and 26%, and the Omega-3 Fatty Acids section describes mixed cardiovascular trial results (pages not provided). But the Current Treatments table reports substantial triglyceride reductions across several existing strategies. The source therefore supports inconsistent cardiovascular benefits, not a general claim that triglyceride lowering itself is limited or inconsistent. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites Berglund et al., 2012 source

      Section 3.4–3.5 (page not available) says the available drug classes have limitations and describes inconsistent or limited evidence for cardiovascular risk reduction. But the Fibrates section (page not available) reports a 30–50% triglyceride reduction, so the guideline does not support a general claim that triglyceride-lowering benefits are limited and inconsistent. It also does not establish that these limitations apply specifically to mixed dyslipidemia. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites Chapman et al., 2011 source

      The Clinical intervention studies section (page not provided) says statins leave residual cardiovascular risk and fibrate outcome trials have had variable results, supporting the claim about inconsistent cardiovascular benefits. But it also reports triglyceride reductions of 15–20% with statin–fibrate combination therapy and benefits in some patient subgroups. The blanket characterization of triglyceride-lowering benefits as limited is therefore too broad. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Premisecitation

    GalNAc conjugation enables selective uptake of siRNA by hepatocytes through the asialoglycoprotein receptor.

    “GalNAc conjugation enables selective uptake of siRNA by hepatocytes through the asialoglycoprotein receptor, resulting in more efficient liver targeting and improved potency and safety (Katzmann et al., 2020; Gao et al., 2023; Masson et al., 2024; Ward et al., 2022).”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Katzmann et al., 2020 source
    • cites Gao et al., 2023 source

      The Introduction (page not specified) describes RBD5044 as a GalNAc-conjugated siRNA that targets APOC3 mRNA in the liver. It does not state that hepatocytes selectively take it up or identify the asialoglycoprotein receptor as the mechanism. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites Masson et al., 2024 source
  • Findingown data

    In patients receiving siRNA targeting ANGPTL3, HDL-C was significantly reduced compared with placebo (MD, −20.2%; 95% CI, −25.4 to −14.9).

    “Compared with placebo, HDL-C levels were significantly reduced in patients receiving siRNA targeting ANGPTL3 (MD, −20.2%; 95% CI, −25.4 to −14.9).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Gaudet et al., 2024 source
    • cites Ray et al., 2025 source
    • cites Tardif et al., 2022 source

      The Methods and results (p. 2) describe a trial of olezarsen targeting APOC3, not siRNA targeting ANGPTL3. The discussion (p. 11) refers to ANGPTL3-targeting siRNA studies as future work; our copy does not report the claimed HDL-C reduction or confidence interval. The HDL-C increase reported for olezarsen (p. 5) concerns a different treatment and does not contradict the siRNA claim. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
  • May combine two claims. 22
  • Classified as probably not a substantial claim. 32
  • May combine two claims.

    Findingown data

    Compared with placebo, small interfering RNA therapy reduced LDL-C by a pooled mean difference of −3.7% (95% CI, −10.4 to 3.1; I2 = 69.1%), not statistically significant.

    “Compared with placebo, the pooled mean difference in LDL-C was −3.7% (95% CI, −10.4 to 3.1; I2 = 69.1%), indicating a not statistically significant reduction in LDL-C with small interfering RNA therapy (Figure 3A).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Gaudet et al., 2024 source
    • cites Ray et al., 2025 source
    • cites Tardif et al., 2022 source

      The Key Question (p. 3) identifies the tested therapy as olezarsen, an antisense oligonucleotide—not a small interfering RNA. The Results (p. 5) report dose-specific LDL-C changes, not the claimed pooled mean difference, confidence interval, or heterogeneity statistic; the Discussion (p. 8) describes the LDL-C effect as neutral. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    GalNAc conjugation results in more efficient liver targeting and improved potency and safety of siRNA.

    “GalNAc conjugation enables selective uptake of siRNA by hepatocytes through the asialoglycoprotein receptor, resulting in more efficient liver targeting and improved potency and safety (Katzmann et al., 2020; Gao et al., 2023; Masson et al., 2024; Ward et al., 2022).”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Katzmann et al., 2020 source
    • cites Gao et al., 2023 source

      The Introduction (page unavailable) identifies RBD5044 as a GalNAc-conjugated siRNA targeting APOC3 mRNA in the liver. The Results and Conclusions (page unavailable) report high preclinical efficacy and a good safety profile for that drug. They do not establish selective hepatocyte uptake through the asialoglycoprotein receptor or show that GalNAc conjugation improves liver targeting, potency, or safety compared with unconjugated siRNA. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites Masson et al., 2024 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Hypertriglyceridemia and mixed dyslipidemia are highly prevalent among individuals with metabolic syndrome, type 2 diabetes, obesity, and nonalcoholic fatty liver disease.

    “Hypertriglyceridemia (HTG) and mixed dyslipidemia are highly prevalent among individuals with metabolic syndrome, type 2 diabetes, obesity, and nonalcoholic fatty liver disease, and are recognized risk factors for atherosclerotic cardiovascular disease (ASCVD), nonalcoholic steatohepatitis, and acute pancreatitis (Gaudet et al., 2024; Zhou et al., 2022; Kessler et al., 2025; Nawaz et al., 2015).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Gaudet et al., 2024 source
    • cites Zhou et al., 2022 source

      The Methods (Assessment of Covariates; page unavailable) include elevated triglycerides in the definition of metabolic syndrome, and the Discussion (page unavailable) identifies obesity as a risk factor for hypertriglyceridemia. The paper does not establish that hypertriglyceridemia is highly prevalent across all four listed conditions, or address the prevalence of mixed dyslipidemia or specifically nonalcoholic fatty liver disease. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites Kessler et al., 2025 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The adult prevalence of hypertriglyceridemia at varying severities can reach double-digit levels.

    “Epidemiologic studies indicate that the adult prevalence of HTG at varying severities can reach double-digit levels (Laufs et al., 2020).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Laufs et al., 2020 source
  • Classified as probably not a substantial claim.

    Premisecitation

    Hypertriglyceridemia and mixed dyslipidemia are recognized risk factors for atherosclerotic cardiovascular disease, nonalcoholic steatohepatitis, and acute pancreatitis.

    “Hypertriglyceridemia (HTG) and mixed dyslipidemia are highly prevalent among individuals with metabolic syndrome, type 2 diabetes, obesity, and nonalcoholic fatty liver disease, and are recognized risk factors for atherosclerotic cardiovascular disease (ASCVD), nonalcoholic steatohepatitis, and acute pancreatitis (Gaudet et al., 2024; Zhou et al., 2022; Kessler et al., 2025; Nawaz et al., 2015).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Gaudet et al., 2024 source
    • cites Zhou et al., 2022 source

      The Discussion (page not supplied) links hypertriglyceridemia to atherosclerosis and increased cardiovascular disease risk. The paper does not establish the broader claim that both hypertriglyceridemia and mixed dyslipidemia are risk factors for nonalcoholic steatohepatitis or acute pancreatitis; pancreatitis appears as a baseline condition in the Methods and Results, not an outcome of that risk analysis. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites Kessler et al., 2025 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    This study was conducted and reported according to the PRISMA reporting guidelines.

    “This study was conducted and reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) reporting guidelines (Page et al., 2021).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Page et al., 2021 source

      The Abstract identifies PRISMA 2020 as a reporting guideline for systematic reviews, supporting the citation for how the study was reported. The Scope of the guideline section expressly says PRISMA 2020 is not intended to guide systematic review conduct, so it does not support the claim that the study was conducted according to it. This source also cannot establish whether the citing study actually followed the guideline. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingown data

    Compared with placebo, small interfering RNA therapy increased HDL-C by a pooled mean difference of 20.6% (95% CI, −8.4 to 49.6; I2 = 99.3%), not statistically significant.

    “Compared with placebo, the pooled mean difference in HDL-C was 20.6% (95% CI, −8.4 to 49.6; I2 = 99.3%), indicating a not statistically significant increase in HDL-C with small interfering RNA therapy (Figure 4A).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Gaudet et al., 2024 source
    • cites Ray et al., 2025 source
    • cites Tardif et al., 2022 source

      The Results (p. 5) report increased HDL-C in the olezarsen-treated groups, supporting the direction of the claimed effect. But the Key Question (p. 3) identifies olezarsen as an antisense oligonucleotide, not a small interfering RNA therapy, and the paper reports neither the claimed pooled 20.6% estimate nor its confidence interval or heterogeneity. It reports an increase of up to 42% at one dose (P < 0.0001), rather than the claimed nonsignificant pooled result. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingown data

    Compared with placebo, small interfering RNA therapy reduced triglycerides by a pooled mean difference of −52% (95% CI, −57.9 to −46.2; I2 = 62.1%), a statistically significant reduction.

    “Compared with placebo, the pooled mean difference in triglycerides was −52% (95% CI, −57.9 to −46.2; I2 = 62.1%), indicating a statistically significant reduction in TG with small interfering RNA therapy (Figure 2A).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Gaudet et al., 2024 source
    • cites Ray et al., 2025 source
    • cites Tardif et al., 2022 source

      The Discussion (p. 7) reports significant triglyceride reductions of up to 60% versus placebo. But the paper identifies the treatment as an antisense oligonucleotide, not small interfering RNA (Key Question, p. 3), and does not report the claimed pooled −52% estimate, confidence interval, or I² statistic. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    The reviewers independently assessed risk of bias using version two of the Cochrane Collaboration Risk of Bias tool.

    “The reviewers (YB and XP) independently assessed the risk of bias using version two of the Cochrane Collaboration Risk of Bias tool (Sterne et al., 2019).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Sterne et al., 2019 source
  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing), S4 (based).

    Findingown data

    In patients receiving siRNA targeting ANGPTL3, non-HDL-C was significantly reduced compared with placebo (MD, −28.1%; 95% CI, −45.7 to −10.5).

    “HDL-C levels were significantly reduced in patients receiving siRNA targeting ANGPTL3 (MD, −28.1%; 95% CI, −45.7 to −10.5)”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Gaudet et al., 2024 source
    • cites Ray et al., 2025 source
    • cites Tardif et al., 2022 source

      The discussion following Table 2 (p. 11) suggests that ANGPTL3 inhibition may lower non-HDL-C, but it gives no placebo comparison or −28.1% estimate for patients receiving ANGPTL3-targeting siRNA; it describes siRNA studies as ongoing or future work. The trial instead evaluated an APOC3-targeting antisense drug (p. 2). The verbatim citing sentence says HDL-C rather than non-HDL-C, and the cited passage does not establish the claimed HDL-C result either. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    Publication bias was not formally assessed using funnel plots or asymmetry tests due to the small number of included studies.

    “Due to the small number of included studies, publication bias was not formally assessed using funnel plots or asymmetry tests, as these methods have low statistical power under such conditions (Sterne et al., 2011).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Sterne et al., 2011 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    ASO studies targeting APOC3 showed similar TG-lowering effects with dose-dependent safety considerations.

    “ASO studies targeting APOC3 showed similar TG-lowering effects with dose-dependent safety considerations (Mahmoud et al., 2025).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Mahmoud et al., 2025 source

      The Results (Efficacy outcomes; page unavailable) report triglyceride reductions with several APOC3-targeting ASOs, but not similar effects across regimens: volanesorsen 300 mg weekly had the largest reported reduction, and some plozasiran regimens were not statistically significant. The Results (Safety outcomes; page unavailable) and Conclusion associate higher-dose volanesorsen with injection-site reactions and thrombocytopenia, supporting dose-related safety considerations for that drug, not necessarily for all the ASOs studied. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    ANGPTL3 inhibition accelerates triglyceride-rich lipoprotein processing and reduces LDL precursors while enhancing HDL catabolism.

    “In contrast, ANGPTL3 inhibition accelerates triglyceride-rich lipoprotein processing and reduces LDL precursors while enhancing HDL catabolism, accounting for concurrent LDL-C reduction and modest HDL-C decrease (Zhang, 2021; Chen et al., 2024; Adam et al., 2020; Wang et al., 2015; Yasuda et al., 2010; Hooper and Burnett, 2013).”
    Quote in the paperSubstantial claim3 of 3 sources checked
    • cites Zhang, 2021 source

      The Rationale (page not provided) explains that reducing ANGPTL3 inhibition permits LPL to hydrolyze circulating triglycerides and EL to hydrolyze HDL phospholipids. The Weaknesses section (page not provided) reports that ANGPTL3 antagonism lowers TG, LDL-C, and HDL-C in humans. Neither section says it reduces LDL precursors, and the paper does not characterize the HDL-C decrease as modest. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites Chen et al., 2024 source

      The ‘Targeting ANGPTL3’ section (page unavailable) says ANGPTL3 inhibition promotes VLDL-remnant clearance, hastens VLDL processing before LDL production, and reduces LDL-C. It identifies ANGPTL3 as an endothelial-lipase inhibitor, but does not state that its inhibition enhances HDL catabolism or causes a modest HDL-C decrease. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites Adam et al., 2020 source
  • May combine two claims.

    Premisecitation

    A broader systematic review of siRNA therapies in dyslipidemia reported heterogeneous lipid effects across targets, but did not provide quantitative comparisons.

    “A broader systematic review of siRNA therapies in dyslipidemia reported heterogeneous lipid effects across targets, but did not provide quantitative comparisons (Alla et al., 2025).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Alla et al., 2025 source

      The Discussion and Methods > Eligibility Criteria cover siRNA therapies targeting several lipid-related genes, and the Limitations describe heterogeneity between studies. But the review does provide numerical lipid-effect results and compares reductions among therapies in the Discussion. It does not appear to present a formal quantitative comparison across targets, so the unqualified statement that it provided no quantitative comparisons overstates the point. The indexed passages do not supply page numbers. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Both rare monogenic defects affecting key components of the lipoprotein lipase pathway and more common polygenic susceptibility contribute to impaired triglyceride-rich lipoprotein clearance and variable clinical phenotypes.

    “As summarized by Scicchitano et al., both rare monogenic defects affecting key components of the lipoprotein lipase pathway and more common polygenic susceptibility contribute to impaired triglyceride-rich lipoprotein clearance and variable clinical phenotypes.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Scicchitano et al., 2024 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    59.4% (1,587) of participants were male and 40.6% (1,084) were female.

    “with 59.4% (1,587) male and 40.6% (1,084) female.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The average age of the participants was 60.1 years (SD: 10.8 years).

    “The average age of the participants was 60.1 years (SD: 10.8 years)”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    At least 21% of participants were treated with fibrates.

    “at least 21% with fibrates”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Over 80% of participants were primarily treated with statins.

    “Over 80% of the participants were primarily treated with statins”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Of the 2,671 individuals, 2,000 (75%) were assigned to the siRNA intervention group and 671 (25%) were assigned to the placebo group.

    “Of these, 2,000 individuals (75%) were assigned to the siRNA intervention group, while the remaining 671 individuals (25%) were assigned to the placebo group.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    After removing 227 duplicate records and screening titles and abstracts, 55 full-text articles were retrieved.

    “After removing 227 duplicate records and screening titles and abstracts, 55 full-text articles were retrieved.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given

    Most or all participants in the included RCTs were taking lipid-lowering medications, with a balanced proportion of participants using lipid-lowering drugs across the groups.

    “Most or all participants in the included RCTs were taking lipid-lowering medications, with a balanced proportion of participants using lipid-lowering drugs across the groups.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Two of the eight included studies targeted ANGPTL3.

    “In the intervention group, two studies targeted ANGPTL3”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Six of the eight included studies targeted APOC3.

    “while six studies targeted APOC3”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    At least 16.2% of participants were treated with Omega-3 fatty acids.

    “and at least 16.2% with Omega-3 fatty acids.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    All eight included studies used a matched placebo in the control group.

    “In these studies, all eight used a matched placebo in the control group.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    A total of 757 records were identified through electronic database searches.

    “A total of 757 records were identified through electronic database searches.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    siRNA therapies targeting triglyceride metabolism substantially reduce triglycerides, triglyceride-rich lipoproteins, apolipoprotein B, non-HDL-C, VLDL-C, and remnant cholesterol in patients with hypertriglyceridemia and mixed dyslipidemia.

    “This systematic review and meta-analysis demonstrates that siRNA therapies targeting triglyceride metabolism substantially reduce triglycerides, triglyceride-rich lipoproteins, apolipoprotein B, non–HDL-C, VLDL-C, and remnant cholesterol in patients with hypertriglyceridemia and mixed dyslipidemia.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    APOC3-directed agents showed neutral LDL-C and a tendency to increase HDL-C.

    “Target-specific differences were observed: ANGPTL3-directed agents reduced LDL-C and modestly decreased HDL-C, whereas APOC3-directed agents showed neutral LDL-C and a tendency to increase HDL-C.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    ANGPTL3-directed agents reduced LDL-C and modestly decreased HDL-C.

    “Target-specific differences were observed: ANGPTL3-directed agents reduced LDL-C and modestly decreased HDL-C, whereas APOC3-directed agents showed neutral LDL-C and a tendency to increase HDL-C.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning

    APOC3-directed agents favor TG reduction and HDL-C increase.

    “siRNA therapies targeting APOC3 and ANGPTL3 effectively reduce triglycerides and atherogenic lipoproteins, with distinct lipid modulation profiles: APOC3-directed agents favor TG reduction and HDL-C increase, while ANGPTL3-directed agents provide broader lipid-lowering, including LDL-C reduction.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The protocol for this systematic review and meta-analysis was prospectively registered in PROSPERO (CRD420251151154).

    “The protocol for this systematic review and meta-analysis was prospectively registered in the International Prospective Systematic Review Registry (PROSPERO; CRD420251151154).”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductnone given

    The search was conducted across four databases (PubMed, EMBASE, Cochrane Library, and Web of Science) covering publications from inception to 1 October 2025.

    “The search was conducted across four databases: PubMed, EMBASE, Cochrane Library, and Web of Science, covering publications from their inception to 1 October 2025.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Discrepancies in the search and selection process were resolved through consultation with a third reviewer (YG).

    “Any discrepancies in the search and selection process were resolved through consultation with a third reviewer (YG).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Additional searches were performed before the final analysis, and relevant studies were included.

    “Additional searches were performed before the final analysis, and relevant studies were included.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Data extraction was performed independently by two authors.

    “Data extraction was performed independently by two authors.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Two independent reviewers (YB and XM) screened titles and abstracts based on inclusion criteria.

    “Two independent reviewers (YB and XM) screened titles and abstracts based on inclusion criteria.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Two reviewers independently extracted data from the included studies.

    “After identifying the studies to be included, two reviewers independently extracted the data.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Meta-regressions were carried out for outcomes with substantial heterogeneity (I2 ≥ 50%) and at least five included studies.

    “We carried out meta-regressions analyzing if moderating variables such as target and specific siRNA drug caused heterogeneity for outcomes with substantial heterogeneity (I2 ≥ 50%) and at least five included studies.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Statistical heterogeneity was evaluated using the χ2 homogeneity test and the I2 statistic.

    “Statistical heterogeneity was evaluated using the χ2 homogeneity test and the I2 statistic.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    The subgroup analysis was pre-specified and stratified for the ANGPTL3 and APOC3 subgroups.

    “The results of the pre-specified subgroup analysis were stratified for the ANGPTL3 and APOC3 subgroups.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Leave-one-out sensitivity analyses were conducted to evaluate the influence of individual studies on the overall effect estimates.

    “Leave-one-out sensitivity analyses were conducted to evaluate the influence of individual studies on the overall effect estimates.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    Meta-regression was not performed for outcomes with fewer studies due to insufficient statistical power.

    “Meta-regression was not performed for outcomes with fewer studies due to insufficient statistical power.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    The trials were evaluated for bias risk in the following domains: randomization process, deviations from intended interventions, missing outcome data, measurement of outcomes, and selection of reported results.

    “The trials were evaluated for bias risk in the following domains: randomization process, deviations from intended interventions, missing outcome data, measurement of outcomes, and selection of reported results.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationnone given

    Conclusions rely on surrogate endpoints such as lipid parameters and apolipoproteins, and their impact on hard outcomes like myocardial infarction or stroke requires confirmation in longer-term, large-scale trials.

    “First, conclusions rely on surrogate endpoints such as lipid parameters and apolipoproteins, and their impact on hard outcomes like myocardial infarction or stroke requires confirmation in longer-term, large-scale trials.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Previous meta-analyses confirmed robust triglyceride and remnant lipoprotein reductions across RNAi therapies but often pooled interventions as a class without target-specific evaluation.

    “Previous meta-analyses confirmed robust triglyceride and remnant lipoprotein reductions across RNAi therapies but often pooled interventions as a class without target-specific evaluation (Kamrul-Hasan et al., 2024).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Kamrul-Hasan et al., 2024 source
  • May combine two claims.

    Study design and conductnone given

    The analysis included only studies published in English, which may introduce language bias and overlook relevant evidence reported in other languages.

    “Fourth, our analysis included only studies published in English, which may introduce language bias and overlook relevant evidence reported in other languages.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationnone given

    Data on the use of siRNA therapies in routine clinical practice are limited, and trial results may not fully reflect real-world patient populations, comorbidities, or adherence, which constrains the generalizability of the findings.

    “Finally, data on the use of siRNA therapies in routine clinical practice are limited, and trial results may not fully reflect real-world patient populations, comorbidities, or adherence, which constrains the generalizability of our findings.”
    Quote in the paperNot a substantial claim
48 of 48
  • The paper relies on this without support.

    Hypertriglyceridemia and mixed dyslipidemia are significant risk factors for cardiovascular diseases.

    “Hypertriglyceridemia (HTG) and mixed dyslipidemia are significant risk factors for cardiovascular diseases.”
  • The paper relies on this without support.

    Many patients continue to experience elevated triglycerides and residual cardiovascular risk despite widespread use of traditional therapies.

    “Despite the widespread use of traditional therapies, many patients continue to experience elevated triglycerides and residual cardiovascular risk.”
  • The paper relies on this without support.

    Small interfering RNA (siRNA) therapies represent a novel approach to lipid-lowering treatment.

    “Small interfering RNA (siRNA) therapies represent a novel approach to lipid-lowering treatment.”
  • The paper relies on this without support.

    siRNA therapeutics can selectively silence hepatocyte-expressed genes involved in triglyceride metabolism through RNA-induced silencing complex–mediated mRNA degradation.

    “Small interfering RNA (siRNA) therapeutics offer a novel strategy by selectively silencing hepatocyte-expressed genes involved in TG metabolism through RNA-induced silencing complex–mediated mRNA degradation.”
  • The paper relies on this without support.

    Substantial heterogeneity exists across trials with respect to patient populations, background lipid-lowering therapies, follow-up duration, outcome definitions, and safety assessments.

    “Despite these promising results, substantial heterogeneity exists across trials with respect to patient populations, background lipid-lowering therapies, follow-up duration, outcome definitions, and safety assessments.”
5 of 5

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Overall mean age differs between sections

    Minor

    The baseline-characteristics section reports a mean age of 60.1 years for the 2,671 participants, while the triglyceride analysis reports 61.1 years for the same 2,671 participants.

  • Remnant-cholesterol male count conflicts with its percentage

    Minor

    The reported 1,470 men would constitute about 68.95% of 2,132 participants, not 60.5%.

    Reported 60.5 · recomputed 68.949343

  • Ray trial is assigned to the wrong target in the study summary

    Minor

    The included-studies summary lists Ray et al. (2025) among APOC3-targeted trials, but the cited Ray trial explicitly targets ANGPTL3.

  • Non-HDL-C result is mislabeled as HDL-C

    Minor

    The non-HDL-C section calls the ANGPTL3 subgroup's −28.1% result an HDL-C reduction. The HDL-C section reports a different ANGPTL3 HDL-C result of −20.2%.

  • LDL-C interaction p-values disagree

    Minor

    The abstract and results report different interaction p-values for the ANGPTL3-versus-APOC3 LDL-C comparison.

  • APOC3 subgroup mean age conflicts with the trial ages

    Minor

    The LDL-C analysis gives the APOC3 subgroup a mean age of 70 years, although Table 1 lists mean ages no higher than 65.3 years for the APOC3 trials in that analysis. A combined mean cannot exceed every constituent trial mean.

6 of 6

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Gao, Y., Bai, Y., Mu, X., & Pang, X.
Affiliations
Beijing University of Chinese Medicine (CN)
Corresponding author
Pang, Xingxue
Venue
Frontiers in Pharmacology
Published
2026-01-26
Volume
17
Pages
1736821-1736821
ISSN
1663-9812 (ISSN-L)
OpenAlex
W7125688741
Cited by
4
References
51
Citations by year
2026: 4
FWCI
10.99
Type
journal article
Language
en
Open access
Locations
  • Frontiers in Pharmacology (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (submittedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • PubMed Central (submittedVersion, cc-by)
Topics
  • Health Sciences › Medicine › Surgery › Lipoproteins and Cardiovascular Health
  • Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Lipid metabolism and disorders
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA Interference and Gene Delivery
Keywords
siRNA, hypertriglyceridemia, mixed dyslipidemia, lipid-lowering therapy, ANGPTL3, apolipoprotein C-III, remnant cholesterol, non-HDL cholesterol, VLDL cholesterol, apolipoprotein B, HDL cholesterol, LDL cholesterol, safety, cardiovascular risk reduction, siRNA off-target effects

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-19.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-19.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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