ArticleScientific reports2025
Linear inverse association between prognostic nutritional index and colorectal cancer risk based on NHANES data.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.
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Who cites it
10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Prognostic nutritional index and survival in prostate cancer: an updated systematic review and meta-analysis.Frontiers in nutrition · 2025Pooled it
- Article
- Impact of central venous pressure trajectories on prognosis in ICU patients with sepsis.Scientific reports · 2026Article
- Pretreatment comprehensive nutritional index predicts survival in locally advanced rectal cancer after neoadjuvant chemoradiotherapy and surgery.Biomolecules & biomedicine · 2026Article
- Prognostic nutritional index at discharge as a practical bedside tool for long-term all-cause mortality risk in pneumonia-induced sepsis survivors.Frontiers in nutrition · 2026Article
- Immunologically-based nutritional status assessment amongst preoperative colorectal cancer patients - does it link to TNM stage.Frontiers in immunology · 2026Article
- Inflammatory indices as perioperative predictors in colorectal cancer: bridging population data and surgical decision-making.International journal of surgery (London, England) · 2026Article
- Prevalence and clinical correlates of diabetes in hospitalized heart failure patients: a retrospective study.Frontiers in endocrinology · 2026Article
- Low prognostic nutritional index score is associated with lymph node metastasis in patients with breast cancer, whereas hemoglobin-albumin-lymphocyte-platelet score is not.Frontiers in oncology · 2026Article
- CatBoost Machine Learning Model for Thrombosis Risk Prediction in Critically Ill Cancer Patients: A MIMIC-IV Database Study.Clinical and applied thrombosis/hemostasis : official journal of the International Academy of Clinical and Applied Thrombosis/HemostasisObservational
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Abstract
Despite the Prognostic Nutritional Index (PNI) serving as a crucial prognostic marker for predicting survival outcomes in cancer patients, its association with the risk of Colorectal Cancer (CRC) is not well comprehended. We hypothesized that lower PNI levels are associated with a higher risk of CRC. The datasets from the National Health and Nutrition Examination Survey (NHANES) spanning from 2007 to 2016 were employed in this study, incorporating data on demographics, laboratory tests, and questionnaires. Participants aged ≥ 20 years were included, while those with missing tumor history or incomplete laboratory data for PNI calculation (serum albumin or lymphocyte count) were excluded. A total of 26,229 participants who met the inclusion criteria were evaluated, of which 176 had a history of CRC. The PNI was calculated as 0.005 × absolute lymphocyte count + 10 × serum albumin, and categorized into quartiles. CRC status was determined via self-reported medical history. To investigate the linear relationship between PNI and CRC, multivariable logistic regression models, restricted cubic spline analysis, and subgroup analyses were used. Covariates were adjusted using multiple imputation, and all analyses were conducted using DecisionLinnc v1.0. Statistical significance was set at P < 0.05. The average PNI score was 42.55 ± 3.42. Fully adjusted multivariable logistic regression models identified a significant inverse relationship between higher PNI scores and lower odds of CRC. Specifically, each one-unit increase in PNI was associated with a 6.43% reduction in the odds of CRC [OR: 0.9357; 95% CI: 0.8942, 0.9807; p = 0.005]. Restricted cubic spline analysis further validated a linear association between PNI and CRC risk. Subgroup analyses demonstrated that the association remained consistent across factors including gender, age, marital status, education level, BMI, alcohol consumption, smoking habits, history of hypertension, hyperlipidemia, and diabetes. Males exhibited a more pronounced inverse correlation between PNI and CRC risk. Higher PNI scores are independently associated with reduced odds of CRC. PNI may serve as a valuable risk biomarker for identifying individuals at elevated CRC risk and could enhance large-scale screening strategies.
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