Intervention–analog association between traditional Chinese medicine syndrome load and lipid/C-reactive protein biomarkers: a single-center retrospective cohort study using target trial emulation - Report - MDSpire

Intervention–analog association between traditional Chinese medicine syndrome load and lipid/C-reactive protein biomarkers: a single-center retrospective cohort study using target trial emulation

  • By

  • Yu-Xuan Guo

  • Chao Han

  • Xin Xiang

  • Sheng Wang

  • Li Yang

  • Shuang-Jian Li

  • July 6, 2026

  • 0 min

Share

Association of Traditional Chinese Medicine Syndrome Load with Lipid and C-Reactive Protein Biomarkers

Overview

This study investigates the relationship between Traditional Chinese Medicine (TCM) syndrome load and biochemical markers, specifically lipid levels and C-reactive protein (CRP). A higher syndrome load was associated with increased levels of triglycerides, low-density lipoprotein cholesterol, and CRP.

Background

Traditional Chinese Medicine syndrome differentiation is crucial for personalized diagnosis and treatment. This study addresses the gap in evidence linking TCM syndromes with measurable health outcomes.

Data Highlights

BiomarkerAssociation with 1-SD Higher Syndrome Load95% Confidence Interval
Triglycerides (TG)+0.18(0.12–0.24)
Low-Density Lipoprotein Cholesterol (LDL-C)+0.11(0.05–0.18)
C-Reactive Protein (CRP)+0.16(0.09–0.23)

Key Findings

  • CFA/IRT models showed good fit (CFI = 0.96, RMSEA = 0.042).
  • A 1-SD higher syndrome load correlated with increased TG, LDL-C, and CRP z-scores.
  • Associations were stronger in participants aged ≥65 years, those with diabetes, or BMI ≥ 28.
  • Baseline laboratory sensitivity analyses yielded consistent estimates for TG, LDL-C, and CRP.
  • No material positivity violations were observed in the study.

Clinical Implications

The findings indicate that TCM syndrome load is associated with lipid and CRP biomarkers.

Conclusion

The study establishes a significant association between TCM syndrome load and lipid/CRP biomarkers.

Related Resources & Content

  1. Frontiers in Endocrinology, 2026 -- Traditional Chinese medicine syndrome patterns and associated factors in adults with type 2 diabetes and metabolic syndrome: a data-driven analysis
  2. Frontiers in Neurology, 2026 -- Differential associations of novel metaflammation indices with incident stroke across traditional Chinese medicine constitutions: a retrospective community-based cohort study of older adults
  3. European Journal of Preventive Cardiology -- Links Between Psychosocial Stress and Prognostic Biomarkers in Individuals with Chronic Coronary Syndrome: Insights from a STABILITY Substudy
  4. ACC/AHA Issue Updated Guideline for Managing Lipids, Cholesterol - American College of Cardiology
  5. Rosuvastatin to Prevent Vascular Events in Men and Women with Elevated C-Reactive Protein | New England Journal of Medicine
  6. Frontiers in Medicine — Integrative analysis links traditional Chinese medicine syndrome differentiation to multi-dimensional skin phenotypes and predicts therapeutic response in photographs
  7. ACC/AHA Issue Updated Guideline for Managing Lipids, Cholesterol - American College of Cardiology
  8. Rosuvastatin to Prevent Vascular Events in Men and Women with Elevated C-Reactive Protein | New England Journal of Medicine
  9. Transparent reporting of observational studies emulating a target trial: the TARGET Statement | The BMJ

Original Source(s)

Related Content