Alpha¹ by KaimenConfidential

Kaimen Rigor review

Serum Fetuin-A Levels in Patients with Cardiovascular Disease: A Meta-Analysis

Sun ZL, Xie QY, Guo GL, Ma K, Huang YY.

DOI: 10.1155/2014/691540
Record issued: 2026-08-05
Engine: 7.15.0
Exported: 2026-09-19

Prepared by Alpha1. This document is confidential: it is intended for the recipient it was shared with and must not be redistributed. The live record at alpha1science.com/verify/ff109a1a-a66a-4737-89e6-6bfd8e2bf5fa is authoritative.

Kaimen Rigor review

Kaimen Rigor reviewed

1.5 / 5

Critical — serious problems across many checks

Meta-Analysis / Systematic Review

Critical

High-priority

How this rating was calculated

Started at 5★ — deductions

IntegrityIntegrity concern ×3−1.5★
ClaimsOverstated claim−0.5★
ReportingData & code availability not met−0.5★
CopyeditManuscript needs significant editing−0.5★
ReportingScientific premise partially met−0.25★
ReportingReporting transparency partially met−0.25★

Model-reported confidence: moderateReviewer agreement: lowEngine: 7.15.0Source: full text

Not verified in this report

References were not verified against Crossref/OpenAlex.
No data or code availability links were detected to verify.

Biggest issues

01Data and code not shared
highDisclosurereviewer-assessedFull detail
No data availability statement, no repository deposit, no code sharing. The paper provides no access to the underlying data or analysis code.
02Internal contradictions in the reported numbers
mediumArithmeticreviewer-assessedFull detail
The abstract states 10 case-control studies were included, but the results section (3.1) states 'Thirteen case-control studies were included in this meta-analysis.' This is a clear internal contradiction.
Abstract: 'Ten case-control studies... were included.' Results: 'Thirteen case-control studies were included in this meta-analysis.'
Abstractreviewer’s wording
03Internal contradictions in the reported numbers
mediumArithmeticreviewer-assessedFull detail
The number of included studies is stated as 10 in the results text but as 13 in the Figure 1 legend.
Our present meta-analysis included a total of 10 case-control papers... Figure 1: Thirteen case-control studies were included in this meta-analysis.
Figure 1reviewer’s wording
04Conclusion reaches beyond the evidence
mediumOverreachreviewer-assessedFull detail
FA might be clinically valuable for reflecting the progression of CVDs.
“FA might be clinically valuable for reflecting the progression of CVDs.”
Discussion

Findings by category

101ArithmeticNumerical inconsistencies 202OverreachOverstated conclusions 103AuthenticityData authenticity concerns 304DisclosureReporting gaps 05AvailabilityNone found · partly checked 106CopyeditCopyediting

This Kaimen Rigor review uses Kaimen Rigor reviewers trained on a curated corpus of high-fidelity and retracted papers, with expert supervision and curation. It can still make mistakes; verify each finding against the source before relying on it.

This meta-analysis has a clear premise and adequate study design, but lacks a data availability statement, does not reference a reporting guideline, and has an internal contradiction in the number of included studies (10 vs. 13). The conclusion overstates the evidence by claiming clinical value for reflecting progression, while the analysis only supports an association with disease presence.

Three independent rigor evaluations were synthesized; all agreed on ethical approvals (N/A) and data code availability (fail), with some divergence on other dimensions. Only the statistical analysis was partially verified (6 tests recomputed consistently, none inconsistent). A copyedit pass identified 15 issues, including a major consistency error. The claim audit flagged one overstated claim.

Numerical inconsistencies

1 finding · worst medium

Values that contradict each other or are impossible for the stated sample: recomputed p-values and test statistics, GRIM/GRIMMER checks on summary numbers, percentages against their own counts, totals against their parts, and estimates against their own confidence intervals.

Internal contradictions in the reported numbersAssessed

Recomputed 3 tests: 3 consistent, 0 inconsistent; 3 via agent-written checks.

Agent-written checks— recomputed from reported CIs / ratios by code the agent wrote

CONSISTENTreported p = .007 · recomputed p = .007Reviewers 1, 3
Two-tailed p-value for overall SMD from 95% CI
How we recomputed it: pCI(1.36, 0.37, 2.36, 0)
CONSISTENTreported p = .026 · recomputed p = .027Reviewers 1, 3
Two-tailed p-value for Caucasian subgroup SMD from 95% CI
How we recomputed it: pCI(1.73, 0.20, 3.26, 0)
CONSISTENTreported p = .138 · recomputed p = .135Reviewers 1, 3
Two-tailed p-value for Asian subgroup SMD from 95% CI
How we recomputed it: pCI(1.04, -0.33, 2.40, 0)

mediuminternal contradiction
The abstract states 10 case-control studies were included, but the results section (3.1) states 'Thirteen case-control studies were included in this meta-analysis.' This is a clear internal contradiction.
Abstract: 'Ten case-control studies... were included.' Results: 'Thirteen case-control studies were included in this meta-analysis.'
Abstractreviewer’s wording
mediuminternal contradiction
The number of included studies is stated as 10 in the results text but as 13 in the Figure 1 legend.
Our present meta-analysis included a total of 10 case-control papers... Figure 1: Thirteen case-control studies were included in this meta-analysis.
Figure 1reviewer’s wording

Overstated conclusions

2 findings · worst medium

Conclusions that reach past what the paper's own results support — including a significance claim that no longer holds when the statistic is recomputed, and efficacy resting on an unvalidated surrogate endpoint.

Conclusions overstated beyond the evidenceAssessed
Conclusions only partially backed by the presented evidenceAssessed

6 major claims checked against the paper's own evidence: 1 not fully backed by the presented evidence (unsupported or overstated).

overstatedReviewers 1, 2, 3
FA might be clinically valuable for reflecting the progression of CVDs.
The meta-analysis only demonstrates an association between FA levels and the presence of CVD, not progression. The claim goes beyond the evidence.
Evidence: Cross-sectional case-control data cannot assess progression.
“FA might be clinically valuable for reflecting the progression of CVDs.”
Discussion
partialReviewer 1
Serum FA levels were possibly related to the presence and severity of CVDs.
The evidence supports an association with presence, but severity was not directly analyzed; the claim is partially supported.
Evidence: No analysis of severity is reported; only presence vs. controls.
“serum FA levels were possibly related to the presence and severity of CVDs.”
Discussion
partialReviewers 1, 2, 3
Decreased serum FA level is correlated with the development of CVDs.
The meta-analysis shows an association, but the direction of effect is ambiguous (some studies show higher FA in cases) and publication bias is present.
Evidence: Overall SMD = 1.36, 95%CI: 0.37–2.36, P = 0.007, but Egger's test indicates publication bias (P < 0.001).
“The data indicated that decreased serum FA level is correlated with the development of CVDs.”
Discussion
partialReviewers 1, 2, 3
Low serum FA levels are related to CVDs in Caucasians but not in Asians.
Subgroup analyses show a significant association in Caucasians and non-significant in Asians, but the analysis is limited by small sample sizes and potential confounding.
Evidence: Subgroup analysis: SMD = 1.73, 95%CI: 0.20–3.26, P = 0.026 for Caucasians; SMD = 1.04, 95%CI: −0.33–2.40, P = 0.138 for Asians.
“Ethnicity-subgroup analysis implied that low serum FA levels are related to CVDs in Caucasians (SMD = 1.73, 95%CI: 0.20–3.26, P = 0.026), but not in Asians (SMD = 1.04, 95%CI: −0.33–2.40, P = 0.138).”
Results
supportedReviewer 2
There is a significant association between lower serum levels of FA and CVDs.
The meta-analysis provides a pooled SMD of 1.36 (95% CI: 0.37–2.36, P = 0.007), which supports this claim.
Evidence: Pooled SMD = 1.36, 95% CI: 0.37–2.36, P = 0.007
“The results showed significant differences in serum levels of FA between the CVDs patients and the healthy controls (SMD = 1.36, 95%CI: 0.37–2.36, P = 0.007).”
Abstract
supportedReviewer 3
Significant differences in serum FA levels between CVD patients and healthy controls (SMD = 1.36, 95%CI: 0.37–2.36, P = 0.007).
The meta-analysis provides the reported effect size and confidence interval, and the p-value is consistent with the CI.
Evidence: Results section 3.2: SMD = 1.36, 95%CI: 0.37–2.36, P = 0.007.
“SMD = 1.36, 95%CI: 0.37–2.36, P = 0.007”
Results

Data authenticity concerns

1 finding · worst low

An adversarial read for patterns associated with data that may not be genuine: results that look too clean, implausibly large effects, duplicated data or images, and methods that do not match the results reported.

Other integrity concernAssessed

3 integrity concerns flagged (0 high).

lowother
The paper reports Egger's test P < 0.001 indicating significant publication bias, yet the conclusions do not adequately temper the findings in light of this bias.
Egger's test showed publication bias (both P < 0.001).
Discussionreviewer’s wording

Reporting gaps

3 findings · worst high

Required detail the manuscript never states — study design, biological variables, ethics approval and consent, key resources, statistical reporting, data and code availability, and overall transparency.

Data and code not sharedAssessed
Reporting/transparency gapsAssessed
Scientific premise thinly justifiedAssessed

Eight Dimensions4 pass · 2 warn · 1 fail

The paper cites prior research establishing the biological role of fetuin-A in calcification and insulin resistance, but does not systematically acknowledge strengths and weaknesses of individual studies. The rationale linking fetuin-A to CVD is presented but is somewhat muddled by contradictory evidence, and limitations of prior research are not specifically addressed beyond noting contradictory findings.

Sub-criteria

prior work citedADEQUATE

premise rationaleINADEQUATE

limitations addressedNOT REPORTED

Per reviewer (3) — the votes behind the verdict

PASSReviewer 1· 95% conf

The paper establishes a clear scientific premise by reviewing prior research on fetuin-A and cardiovascular disease, but does not explicitly address limitations of prior work.

Evidence

“FA, also known as alpha-2-Schmid Heremans glycoprotein (AHSG), is a phosphorylated glycoprotein and a member of the fetuin group of serum binding proteins, which are all comprised of three O-linked and two N-linked oligosaccharide chains [–].”

Introduction ¶3

“For these reasons, we hypothesized that decreased serum FA concentrations may directly limit cardiac functions by effectively promoting cardiac fibrosis and calcification and thus influence CVD progression [].”

Introduction ¶4

absence[Introduction, entire]

Limitations of prior research are not specifically addressed.

WARNReviewer 2· 85% conf

The premise is established with prior research, but the rationale is somewhat unclear and limitations of prior work are not explicitly addressed.

Evidence

paraphrase[Introduction, paragraphs 2-3]

“The introduction discusses FA's role as an inhibitor of calcification, its relation to insulin resistance, and cites several studies showing both elevated and decreased serum FA levels in CVD.”

“Prospective research has recognized that low serum FA levels are a valid predictor of CVD [, ]. In contrast, controversial opinions have supported the idea that reduced plasma concentrations of FA may increase CVD risk by inducing adipocyte-linked inflammatory cytokines [, ].”

Introduction ¶3

absence[Introduction]

Limitations of prior research are not explicitly addressed.

WARNReviewer 3· 75% conf

The scientific premise is established but relies on incomplete citations and does not explicitly address how limitations of prior research are mitigated.

Evidence

“Prospective research has recognized that low serum FA levels are a valid predictor of CVD [, ].”

Introduction ¶3

paraphrase[Introduction, paragraph 3]

“we hypothesized that decreased serum FA concentrations may directly limit cardiac functions by effectively promoting cardiac fibrosis and calcification and thus influence CVD progression.”

absence[Not found]

No description of how limitations of prior research are addressed.

The meta-analysis uses a random-effects model, assesses heterogeneity, and conducts subgroup and sensitivity analyses. The Newcastle-Ottawa Scale is used for quality assessment. No power analysis for the meta-analysis is reported.

Sub-criteria

controlsADEQUATE

power analysisNOT REPORTED

blinding levelsN/A

outlier handlingADEQUATE

randomization unitN/A

inclusion exclusionADEQUATE

randomization methodN/A

replicate distinctionN/A

independent replicationN/A

Per reviewer (3) — the votes behind the verdict

PASSReviewer 1· 85% conf

The study design is appropriate for a meta-analysis, with clear inclusion/exclusion criteria, risk-of-bias assessment, and sensitivity analysis, but no power analysis for search completeness is reported.

Evidence

“We searched throughout for human-associated case-control studies assessing the association of FA serum levels with CVDs and reporting the adjusted standardized mean differences (SMDs) and 95% confidence intervals (CI).”

Methods

“the two authors used a set of predefined criteria based on the Newcastle-Ottawa scale (NOS) criteria to assess the studies independently [].”

Methods

“One-way sensitivity analysis was performed by deleting single studies included in our meta-analysis one by one to evaluate whether the results could have been significantly affected.”

Methods

WARNReviewer 2· 90% conf

The meta-analysis methodology is described in moderate detail, but lacks some key elements like a pre-registered protocol and assessment of risk of bias in included studies.

Evidence

paraphrase[Methods, Section 2.1]

“The authors list the databases searched and provide general keywords, but the full Boolean search strings are not reproduced.”

Methods

paraphrase[Methods, Section 2.4]

“The authors used the Newcastle-Ottawa Scale to assess study quality but do not report a detailed risk-of-bias assessment for each study.”

PASSReviewer 3· 85% conf

The meta-analysis uses a comprehensive search strategy, explicit inclusion/exclusion criteria, and quality assessment of included studies.

Evidence

paraphrase[Methods, section 2.1]

“We comprehensively searched PubMed, Embase, Web of Science, Cochrane Library, CISCOM, CINAHL, Google Scholar, China BioMedicine (CBM), and China National Knowledge Infrastructure (CNKI) databases up to May 30st, 2014.”

“We only extracted data from studies that supplied the sample number and sufficient information about serum levels of FA, and we excluded articles with incomplete, unavailable, or inappropriate clinicopathologic data or those regarding CVDs not confirmed by histopathologic examinations.”

Methods

paraphrase[Methods, section 2.4]

“the two authors used a set of predefined criteria based on the Newcastle-Ottawa scale (NOS) criteria to assess the studies independently.”

Table 1 provides information on sex, age, ethnicity, and disease type for each study. Health status is indicated by the case-control design. These variables are summarized adequately for a meta-analysis.

Sub-criteria

demographicsADEQUATE

sex reportedADEQUATE

sex justifiedN/A

age weight healthADEQUATE

housing conditionsN/A

species strain sourceN/A

Per reviewer (3) — the votes behind the verdict

PASSReviewer 1· 80% conf

Biological variables are partially reported; age, sex, and ethnicity are provided in the table, but weight and health status beyond disease are not reported.

Evidence

paraphrase[Table 1]

“Gender (M/F) | Case | Control | 68/27 | 28/7”

paraphrase[Table 1]

“Age (years) | Case | Control | 67.1 ± 6.5 | 65.0 ± 9.5”

absence[Table 1]

Health status is only defined by disease type; weight and other health metrics are not reported.

WARNReviewer 2· 80% conf

Some biological variables are reported at the study level, but individual patient-level data are not available for assessment.

Evidence

paraphrase[Table 1]

“Gender (M/F) | Age (years) Case | Age (years) Control”

paraphrase[Table 1]

“Ethnicity: Caucasians / Asians”

paraphrase[Table 1]

“Table 1 lists the disease for each study (e.g., CAD, MI), but does not report health status beyond the presence of CVD.”

PASSReviewer 3· 90% conf

Biological variables (sex, age, ethnicity, disease type) are reported across included studies in Table 1.

Evidence

paraphrase[Table 1]

“Gender (M/F) columns in Table 1.”

paraphrase[Table 1]

“Age (years) columns in Table 1.”

paraphrase[Table 1]

“Ethnicity and Disease columns in Table 1.”

The paper only reuses published data, so no IRB or IACUC statement is required.

Sub-criteria

iacuc statementN/A

informed consentN/A

irb ethics statementN/A

regulatory complianceN/A

Per reviewer (3) — the votes behind the verdict

N/AReviewer 1· 95% conf

This is a meta-analysis of published studies; no new human or animal data were collected, so ethics approval is not applicable.

Evidence

“Ten case-control studies, including 1,281 patients with CVDs and 2,663 healthy controls, were included.”

Abstract

N/AReviewer 2· 95% conf

This is a meta-analysis of published studies, which does not generate new subject-level data, so ethical approvals for the included studies are not reported and are not required for this paper.

Evidence

“Ten case-control studies, including 1,281 patients with CVDs and 2,663 healthy controls, were included.”

Abstract

paraphrase[Methods]

“The paper describes a literature search and data extraction from published studies, not new subject enrollment.”

N/AReviewer 3· 95% conf

No ethics statement is required as this is a meta-analysis of published studies.

Evidence

absence[Not found]

No ethics statement is present, which is appropriate for a meta-analysis.

The paper identifies STATA version 12.0 as the analysis software. No antibodies, cell lines, reagents, or organisms are used, so those sub-criteria are not applicable.

Sub-criteria

mycoplasma testingN/A

reagents identifiedN/A

organisms identifiedN/A

antibodies identifiedN/A

cell line authenticationN/A

software tools identifiedADEQUATE

Per reviewer (3) — the votes behind the verdict

PASSReviewer 1· 90% conf

The statistical software STATA is identified with version and manufacturer, which is the only applicable resource.

Evidence

“two investigators input all information in the STATA software version 12.0 (Stata Corp, College Station, TX, USA) separately and arrived at an agreement.”

Methods

N/AReviewer 2· 90% conf

This meta-analysis does not use any biological or chemical resources directly; it only analyzes published summary data.

Evidence

“Ten case-control studies, including 1,281 patients with CVDs and 2,663 healthy controls, were included.”

Abstract

PASSReviewer 3· 95% conf

Statistical software is identified; other key resources are not applicable for this meta-analysis.

Evidence

“two investigators input all information in the STATA software version 12.0 (Stata Corp, College Station, TX, USA) separately and arrived at an agreement.”

Methods

The meta-analysis uses Z tests, Cochran's Q, I², and Egger's test. SMDs with 95% CIs are reported. P-values are reported as exact (0.007, 0.026, 0.138). STATA is identified. No arithmetic inconsistencies were found.

Sub-criteria

tests namedADEQUATE

exact p valuesADEQUATE

effect sizes ciADEQUATE

data presentationADEQUATE

software identifiedADEQUATE

assumptions verifiedADEQUATE

mathematical plausibilityN/A

Per reviewer (3) — the votes behind the verdict

PASSReviewer 1· 90% conf

Statistical tests are named, effect sizes and confidence intervals are reported, exact p-values are provided, and the software is identified. Assumptions are tested via heterogeneity assessment.

Evidence

“To calculate the effect size for each study, the summary SMDs with 95% CI were used for control versus case category of FA serum levels with the Z test.”

Methods

“SMD = 1.36, 95%CI: 0.37–2.36, P = 0.007”

Results

“SMD = 1.36, 95% CI: 0.37–2.36”

Results

WARNReviewer 2· 85% conf

Statistical methods are generally described, but there are some reporting gaps regarding exact p-values and presentation of individual study data.

Evidence

“The random-effects model was applied when heterogeneity existed among studies, and the fixed-effects model was applied when there was no statistical heterogeneity.”

Methods

paraphrase[Results, Section 3.2]

“P = 0.007”

“SMD = 1.36, 95%CI: 0.37–2.36”

Results

PASSReviewer 3· 80% conf

Statistical tests are named, effect sizes with CIs are reported, and software is identified; some p-values are given as thresholds rather than exact values.

Evidence

paraphrase[Methods, section 2.5]

“we utilized a random-effects model (DerSimonian and Laird method) or a fixed-effects model (Mantel-Haenszel method) of individual study results.”

“SMD = 1.36, 95%CI: 0.37–2.36, P = 0.007”

Results

“Egger's test showed publication bias (both P < 0.001)”

Results

The paper does not include a data availability statement, nor does it deposit the extracted data or analysis code in a public repository. This is a significant reporting gap.

Sub-criteria

code sharingNOT REPORTED

accession numbersN/A

repository depositNOT REPORTED

data availability statementNOT REPORTED

Per reviewer (3) — the votes behind the verdict

FAILReviewer 1· 95% conf

No data availability statement, no repository deposit, no code sharing. The paper provides no access to the underlying data or analysis code.

Evidence

absence[Entire manuscript]

No data availability statement is present.

absence[Entire manuscript]

No repository deposit is mentioned.

FAILReviewer 2· 95% conf

No data availability statement is provided, and no data or code are deposited in any repository.

Evidence

absence[Entire paper]

No data availability statement is present in the paper.

absence[Entire paper]

No data repository or code sharing is mentioned.

FAILReviewer 3· 95% conf

No data availability statement is provided, and no data or code repositories are mentioned.

Evidence

absence[Not found]

No data availability statement.

The methods are described in enough detail to be reproducible. No trial registration is applicable. The paper does not mention following a reporting guideline like PRISMA. The conclusion states a correlation but the abstract and conclusion imply a causal relationship, which is an overstatement given the cross-sectional nature of the included studies. Limitations are discussed.

Sub-criteria

funding coiADEQUATE

trial registrationN/A

reporting guidelineNOT REPORTED

methods completenessADEQUATE

all outcomes reportedADEQUATE

limitations discussedADEQUATE

conclusions proportionalINADEQUATE

Per reviewer (3) — the votes behind the verdict

PASSReviewer 1· 85% conf

Methods are detailed, limitations are discussed, and conclusions are proportional. However, no reporting guideline (e.g., PRISMA) is referenced, and funding sources are not reported.

Evidence

paraphrase[Materials and Methods, section 2.1]

“To identify all pertinent papers that assessed the correlations between serum FA expression levels and CVDs, we comprehensively searched PubMed, Embase, Web of Science, Cochrane Library, CISCOM, CINAHL, Google Scholar, China BioMedicine (CBM), and China National Knowledge Infrastructure (CNKI) databases up to May 30st, 2014.”

paraphrase[Discussion, paragraph 5]

“Our study had several limitations. Firstly, we included four studies that have a limited number of patients which might have impaired the statistical power of analysis...”

“The authors declare that there is no conflict of interests regarding the publication of this paper.”

Conflict of Interests section

WARNReviewer 2· 85% conf

The paper reports methods and results in a reasonable manner but is missing a reference to a reporting guideline and has some overstatement in the conclusion.

Evidence

paraphrase[Methods, Sections 2.1-2.5]

“The methods section includes search strategy, selection criteria, data extraction, quality assessment, and statistical analysis.”

absence[Methods]

No reporting guideline is referenced.

“The data indicated that decreased serum FA level is correlated with the development of CVDs. FA might be clinically valuable for reflecting the progression of CVDs.”

Conclusion

WARNReviewer 3· 75% conf

Methods are detailed, limitations are discussed, and conflicts of interest are declared, but no reporting guideline is referenced and funding sources are not stated.

Evidence

paraphrase[Methods, sections 2.1–2.5]

“We comprehensively searched... databases... Data extraction... according to the selection criteria.”

paraphrase[Discussion, paragraph 4]

“Our study had several limitations. Firstly, we included four studies that have a limited number of patients...”

“The authors declare that there is no conflict of interests regarding the publication of this paper.”

Acknowledgements

Broken references and links

None found · partly checked

References checked against Crossref, OpenAlex and Retraction Watch for retractions and resolvability, plus declared data and code links probed for whether they resolve to content matching the paper.

Nothing surfaced — but not everything feeding this category ran (missing: data/code link verification), so read this as a partial clean bill.

Copyediting

1 finding · worst low

Wording, consistency and formatting errors that need correcting before submission.

Wording or formatting errors that need correctingAssessed

15 copyedit issues flagged (1 major): mostly grammar, typo, consistency.

MAJORconsistencyResults vs Figure 1 legend
“Our present meta-analysis included a total of 10 case-control papers... Figure 1: Thirteen case-control studies were included in this meta-analysis.”
→ Ensure the number of included studies is consistent throughout the manuscript.
Text says 10 studies, figure legend says 13.
MINORtypoKeywords, line 1
“myocardiac infarction”
→ myocardial infarction
Misspelling of 'myocardial'.
MINORtypoTable 1, footnote (10)
“Plasmaa2-HSG”
→ Plasma a2-HSG
Missing space between 'Plasma' and 'a2-HSG'.
MINORgrammarDiscussion, paragraph 2
“S-T STEMI”
→ ST-segment elevation myocardial infarction (STEMI)
Inconsistent abbreviation; 'S-T' is non-standard.
MINORconsistencyEntire manuscript
“CVDs”
→ CVD
Both 'CVDs' and 'CVD' are used; consistency is preferred.
MINORgrammarIntroduction, paragraph 1
“CVD's estimated mortality rate”
→ CVD estimated mortality rate
Possessive form is unnecessary.
MINORgrammarAbstract, Methods
“Method . Potential relevant studies were identified covering the following databases”
→ Methods: Potential relevant studies were identified from the following databases
Fragment sentence and missing preposition.
MINORtypoMethods, Section 2.1
“May 30st”
→ May 30
Incorrect ordinal suffix.
MINORgrammarAbstract, Results
“The results showed significant differences in serum levels of FA between the CVDs patients and the healthy controls”
→ The results showed significant differences in serum levels of FA between CVD patients and healthy controls
Unnecessary article 'the' before CVDs.
MINORconsistencyResults, Section 3.1
“Thirteen case-control studies were included in this meta-analysis.”
→ Ten case-control studies were included in this meta-analysis.
Abstract says 10 studies; text here says 13, which is inconsistent.
MINORclarityIntroduction, paragraph 3
“Because of the existence of contradictory theories on this subject, we conducted the following meta-analysis on downregulated serum FA levels and its contributory effects on CVD.”
→ Given the contradictory evidence, we conducted a meta-analysis to evaluate the association between serum FA levels and CVD.
Awkward phrasing and unclear rationale.
MINORtypoTitle/Author list
“Sun Ze-Lin Xie Qi-Ying Guo Gong-Liang Ma Ke Huang Yuan-Yuan”
→ Separate author names with commas or semicolons, e.g., 'Sun Ze-Lin, Xie Qi-Ying, Guo Gong-Liang, Ma Ke, Huang Yuan-Yuan'
Author list is not properly formatted.
MINORclarityAbstract
“Fetuin-A (FA) suppresses arterial calcification, promotes insulin resistance, and appears to be elevated in patients with cardiovascular diseases (CVD), but the data is still inconsistent.”
→ Consider rephrasing for clarity: 'Fetuin-A (FA) suppresses arterial calcification and promotes insulin resistance; its serum levels appear elevated in patients with cardiovascular disease (CVD), but evidence remains inconsistent.'
Run-on sentence with multiple clauses.
MINORpunctuationThroughout
“[]”
→ Replace empty brackets with proper citation numbers or superscripts.
Multiple instances of empty brackets indicating missing references.
MINORgrammarIntroduction, paragraph 2
“the fetuin-A (FA) protein has recently been the target of an increasing number of investigated cardiovascular disease”
→ Change to 'the fetuin-A (FA) protein has recently been the target of an increasing number of investigations in cardiovascular disease'
Missing preposition and awkward phrasing.

Kaimen Rigor Action ItemsFinal pass before journal submission

In post-publication context, the paper's robustness is compromised by the lack of data availability (preventing independent verification of the meta-analysis) and an internal contradiction in the number of included studies (10 vs. 13). An informed reader should weigh these gaps heavily; a correction or erratum is warranted to address the contradiction and to release the extracted data.

1.
HIGHrigor
Resolve the internal contradiction between the abstract (10 studies) and the results section / Figure 1 legend (13 studies) by correcting the number throughout the manuscript.
This inconsistency undermines the reliability of the reported results and is a clear error that must be corrected in an erratum.
2.
HIGHdata code
Deposit the extracted study-level data (effect sizes, sample sizes, study characteristics) in a public repository (e.g., Figshare, Zenodo) and include a data availability statement in the paper.
Without the underlying data, the meta-analysis cannot be independently verified; this is a critical transparency gap for a data-driven study.
3.
HIGHreporting
Temper the claim that FA is 'clinically valuable for reflecting the progression of CVDs' to reflect only an association with the presence of CVD, not progression, as the cross-sectional studies cannot support a progression claim.
This overstated conclusion misrepresents the evidence and is a common reviewer objection; it should be corrected in the abstract and conclusion.
4.
HIGHreporting
Reference the PRISMA reporting guideline for meta-analyses and state adherence in the Methods section.
Reporting guidelines improve transparency and reproducibility; their absence is a notable gap for a meta-analysis.
5.
HIGHstatistics
Report exact p-values for all significance tests, including the Egger's test (currently given as P<0.001).
Threshold p-values leave ambiguity about the exact strength of evidence; exact values are preferred for transparency.
6.
HIGHreporting
Provide the full Boolean search strings for each database in a supplementary file.
Full search strings are essential for reproducibility of the literature search; currently only general keywords are given.
7.
HIGHreporting
Acknowledge funding sources or explicitly state that no funding was received, in a separate Funding statement.
Funding information is required for transparency about potential conflicts of interest; currently only a conflict of interest statement is present.
8.
HIGHcopyedit
Correct the copyedit issues: fix 'myocardiac infarction' to 'myocardial infarction', fix 'Plasmaa2-HSG' spacing, fix 'S-T STEMI' to 'ST-segment elevation myocardial infarction (STEMI)', fix 'May 30st' to 'May 30', and fill all empty brackets with proper citation numbers.
These errors undermine the professionalism of the paper and should be corrected in a revision.
9.
MEDIUMreporting
Clarify in Table 1 that duplicate rows for studies (Zhao and Bilgir) represent different disease subgroups within the same study.
This clarification prevents confusion about the number of independent studies and ensures accurate counting.
10.
MEDIUMstatistics
Report the I² statistic for the overall meta-analysis to quantify heterogeneity.
I² is a standard measure of heterogeneity and should be reported alongside the Q-test p-value.
11.
MEDIUMreporting
Provide a more detailed risk-of-bias assessment for each included study, including specific domains beyond the summary NOS score.
A domain-level assessment enhances transparency about study quality; currently only a total score is given.
12.
LOWreporting
Clarify the direction of the SMD interpretation (e.g., state that SMD was computed as control minus case) in the text.
Clarity about the direction of effect prevents misinterpretation of the results.
13.
LOWcopyedit
Use consistent abbreviation 'CVD' instead of 'CVDs' throughout the manuscript.
Consistency in terminology improves readability and professionalism.
14.
LOWcopyedit
Format the author list with commas or semicolons to separate author names.
Proper formatting of the author list is a basic requirement for submission.

Full text (23,559 chars)Analyzed: Aug 5, 2026

RigorReviewer 1

RigorReviewer 2

RigorReviewer 3

RigorPre-Submission Reviewer

CopyeditAgent Scribe

CitationsCitation Integrity

StatisticsStatistics Consistency

PreregistrationDeterministic check· no model (rule-based)

The star rating is the report’s one-glance summary. Every paper starts at 5★ and loses stars for the concrete problems the review finds — so a rating is never a vague average, it’s a running total you can read line by line under “How this rating was calculated.”

How stars are deducted

Reporting — 8 dimensionseach dimension that fully fails−½★
each dimension partially met−¼★
Statistics · Integrity · Claimseach serious problem−1★
each medium problem−½★
Citationseach retracted or unverifiable reference−¼★
Copyeditonly when the manuscript needs a full edit−½★

The rating never drops below 1★, and a demonstrable critical failure (an impossible statistic, a proven ethics violation) caps it at 1★ on its own — so the stars can never look healthy when the verdict is CRITICAL.

The rating draws on a panel of agents. Three independent Kaimen Rigor reviewers grade the eight dimensions below across several independent passes (the shown verdict is their majority vote — steadier than any single run), isolate the paper’s major claims and check its own evidence backs them, and flag integrity concerns. Alongside them, a citation agent resolves every reference against Crossref, OpenAlex, and Retraction Watch; a statistics agent recomputes reported tests; and rule-based checks verify that declared data/code links actually resolve. Full text is required — an abstract-only submission is not analyzed.

The eight reporting dimensions

Scientific PremisePrior work, rationale, and how it addresses gaps.

Study Design & RigorRandomization, blinding, power, controls, replication.

Biological VariablesSex, age, species/strain, housing, demographics.

Ethical ApprovalsIRB/IACUC approval, informed consent, regulatory compliance.

Key ResourcesAntibodies, cell lines, organisms, software — identified with persistent IDs.

Statistical ReportingNamed tests, exact p-values, effect sizes, plausible summary stats.

Data & Code AvailabilityAvailability statements, repositories, accession numbers, shared code.

Reporting TransparencyMethods, registration, guidelines, outcomes, limitations, funding/COI.

Graded against NIH, MDAR, ARRIVE 2.0, CONSORT, EQUATOR, and RRID guidelines. A dimension that doesn’t apply to the study type is skipped, never penalized.

This Kaimen Rigor review is model-assisted and is not a substitute for formal expert review. It complements human evaluation by surfacing potential methodological concerns — verify each finding against the source.

Serum Fetuin-A Levels in Patients with Cardiovascular Disease: A Meta-Analysis

Sun ZL, Xie QY, Guo GL, Ma K, Huang YY.

DOI

10.1155/2014/691540

Record issued

2026-08-05

Engine

7.15.0

Exported

2026-09-19