Evidence map›Paper›PMID 40615988›Full record

ArticleBMC cancer2025

U-shaped association of serum lactate dehydrogenase with all-cause mortality in cancer patients: a retrospective cohort study.

Mao Zhang, Rui Guo, Xinsheng Xi, Hengping Li

Abstract read
In one paragraph

Article in BMC cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. U-Shaped Relationship Between Serum Lactate Dehydrogenase With Diabetic Lower Extremity Ulcers Among Diabetic Patients Aged ≥ 40 Years in NHANES.Wound repair and regeneration : official publication of the Wound Healing Society [and] the European Tissue Repair Society
    Article
4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Mao ZhangDepartment of Urology, Gansu Provincial Hospital, 204 Donggang West Road, Chengguan District, Lanzhou, 730000, China.
Rui GuoNHC Key Laboratory of Diagnosis and Therapy of Gastrointestinal Tumor, Gansu Provincial Hospital, Lanzhou, 730000, China.
Xinsheng XiDepartment of Urology, Gansu Provincial Hospital, 204 Donggang West Road, Chengguan District, Lanzhou, 730000, China.
Hengping LiDepartment of Urology, Gansu Provincial Hospital, 204 Donggang West Road, Chengguan District, Lanzhou, 730000, China. lhp3350@hotmail.com.

Funding

the Natural Science Foundation of Gansu Province 22JR11RA248the Research Project of Gansu Provincial Hospital 23GSSYA-8the Research Project of Gansu Provincial Hospital 23GSSYF-20
6 · The paper itself

Abstract

backgroundLactate dehydrogenase (LDH) is a vital metabolic enzyme with significant prognostic value in various diseases. However, the association between LDH levels and mortality risk in cancer patients remains insufficiently characterized.

methodsThis retrospective cohort study included 4,337 cancer patients from the National Health and Nutrition Examination Survey (NHANES) (1999-2018). The exposure variable was serum LDH levels, and the outcome was all-cause mortality. Covariates included demographic characteristics, anthropometric measures, metabolic indicators, and comorbidities. Multivariable Cox proportional hazard models were used to evaluate the association between LDH and mortality. The nonlinear relationship was further investigated using generalized additive models with penalized splines and two-piecewise Cox models. All statistical analyses were performed using EmpowerStats software.

resultsDuring a follow-up of 39,217.58 person-years, 1,779 deaths occurred. After full adjustment, each 10 U/L increase in LDH was associated with a 5.0% increased mortality risk (Hazard ratio [HR] = 1.05, 95% confidence interval [CI]: 1.03-1.07). A U-shaped relationship between LDH levels and mortality was observed, with an inflection point at 128 U/L, with mortality risk reduced by 7% below this threshold (HR = 0.93, 95% CI: 0.89-0.97) and increasing by 8% above this threshold (HR = 1.08, 95% CI: 1.06-1.10). This pattern was consistent across sexes, with optimal thresholds of 121 U/L for males and 136 U/L for females.

conclusionLDH demonstrates a U-shaped association with all-cause mortality in cancer patients, with sex-specific optimal ranges identified. These findings suggest that LDH levels within the identified ranges are associated with improved survival outcomes in patients with cancer.

Indexed as

Biomarkers, TumorL-Lactate DehydrogenaseNeoplasmsAdultAgedFemaleHumansMaleMiddle AgedNutrition SurveysPrognosisProportional Hazards ModelsRetrospective StudiesRisk FactorsBiomarkers, TumorL-Lactate DehydrogenaseL-Lactate dehydrogenaseMortalityNeoplasmsNHANESThreshold effect

Identifiers

PMID40615988
PMCPMC12228327

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.