Formula-dependent LDL-C threshold classification and reporting uncertainty in the UK Biobank
Abstract Objectives Calculated low-density lipoprotein cholesterol (LDL-C) is widely reported, but formula-dependent estimation differences may alter classification near decision thresholds. We assessed formula-dependent LDL-C classification relative to direct LDL-C in UK Biobank and examined cardiovascular outcomes descriptively. Methods We analyzed 397,490 participants after quality-control exclusions and exclusion of those with missing direct LDL-C or triglycerides ≥4.52 mmol/L (≥400 mg/dL). Friedewald, Sampson-NIH, and Martin–Hopkins estimates were compared with the UK Biobank direct LDL-C comparator at a 2.60 mmol/L (100 mg/dL) method-comparison threshold. Analyses assessed threshold discordance, triglyceride strata, apolipoprotein B (apoB)/non-high-density lipoprotein cholesterol (non-HDL-C) phenotypes, threshold-window sensitivity analyses, and narrower atherosclerotic cardiovascular disease (ASCVD) endpoints. Results Total threshold discordance was 5.96 % for Friedewald, 3.91 % for Sampson-NIH, and 3.23 % for Martin–Hopkins. Discordance increased with triglycerides. At 2.26–4.51 mmol/L (200–399 mg/dL), Friedewald had the largest negative calculated-minus-comparator difference and discordant low frequency (median difference −0.379 mmol/L; 12.9 %), whereas Martin–Hopkins had smaller differences (median −0.119 mmol/L; 4.3 %). Broad cardiovascular composite and narrower ASCVD endpoint models did not support binary threshold discordance as a stable adverse prognostic marker. Discordant low participants had higher triglycerides, body mass index (BMI), diabetes prevalence, and cholesterol-lowering medication use, but lower apoB and non-HDL-C. Conclusions LDL-C formula selection affected classification, especially in triglyceride-rich samples near 2.60 mmol/L (100 mg/dL). Calculated LDL-C may warrant interpretation as an estimate with formula-related uncertainty near decision thresholds; non-HDL-C and, where available, apoB may provide complementary information.
Authors
- Teng Ma (ORCID: https://orcid.org/0009-0003-8615-5408)
- Cheng Shen (ORCID: https://orcid.org/0000-0001-5037-1270)
- Liangyu Chu
- Jin Li
- Wenting Yan
- Bohao Xue
- Xin Pan
- Ningjian Wang
- Yichen Ling
- Dachun Xu
Institutions
- Second Military Medical University (CN)
- Shanghai Tenth People's Hospital (CN)
- Shanghai Pudong New Area Gongli Hospital (CN)
- Shenzhen Second People's Hospital (CN)
Publication Details
- Journal
- Clinical Chemistry and Laboratory Medicine (CCLM)
- Published
- 2026-09-10
- DOI
- https://doi.org/10.1515/cclm-2026-0687
- Primary Topic
- Lipoproteins and Cardiovascular Health
- Type
- article
- Field-Weighted Citation Impact
- 0.00