# Short-term BMI trajectories as a prognostic predictor in patients with pancreatic cancer

**Authors:** Chenxi Li, Yan Zhong, Wenying Wang, Xin Jin, Xiaona Wang

PMC · DOI: 10.3389/fnut.2025.1680626 · Frontiers in Nutrition · 2026-01-30

## TL;DR

Tracking changes in BMI over a short period can predict survival outcomes in pancreatic cancer patients.

## Contribution

This study identifies short-term BMI trajectories as independent prognostic factors for survival in pancreatic cancer.

## Key findings

- BMI changes before and after diagnosis predict overall and progression-free survival in pancreatic cancer patients.
- Patients transitioning from normal to low BMI after treatment have the highest mortality risk.

## Abstract

While numerous studies have examined the association between body mass index (BMI) and cancer prognosis, most have only captured BMI at a single time point. Whether BMI trajectories are linked to the prognosis of pancreatic cancer remains unclear. This study aimed to investigate the relationship between short-term BMI trajectories and clinical outcomes in patients with pancreatic cancer.

A retrospective study was performed on 200 pancreatic cancer patients who admitted to our hospital from January 1, 2017 to December 31, 2021. BMI 1 (BMI of patients diagnosed with pancreatic cancer 1 year before), BMI 2 (BMI of the patient at diagnosis of pancreatic cancer), BMI 3 (BMI of patients 6 months after diagnosis of pancreatic cancer), BMI 4 (BMI 1–BMI 2), BMI 5 (BMI 3–BMI 2) and BMI 6 (the longitudinal BMI trajectory) were recorded. Clinical-pathological characteristics, oncologic outcomes, progression free survival (PFS) and overall survival (OS) were collected. The prognostic significance was determined by Kaplan-Meier analysis, Cox proportional hazards and restricted cubic spline regression models.

We found that changes in BMI may be a predictor of pancreatic cancer survival. The results of the multivariate analysis of factors influencing the pancreatic cancer OS showed that BMI 4 ≥1.3 (HR: 1.69, 95% CI: 1.19–2.41, P = 0.004), BMI 5 <−0.3 (HR: 3.05, 95% CI: 2.01–4.65, P < 0.001) and BMI 6 (patients from normal BMI to low BMI, HR: 2.51, 95% CI: 1.09–5.77, P = 0.031; patients from high BMI to normal BMI, HR: 2.01, 95% CI: 1.09–3.70, P = 0.025) indicated higher mortality rate.

This study confirms that short-term BMI trajectories before and after diagnosis, as well as early during treatment, are independent prognostic factors for both overall survival and progression-free survival in pancreatic cancer patients. Particular attention should be paid to patients who are normal-weight at diagnosis but transition to a low-BMI category shortly after treatment, as they face the highest mortality risk.

## Linked entities

- **Diseases:** pancreatic cancer (MONDO:0005192)

## Full-text entities

- **Diseases:** Weight loss (MESH:D015431), infections (MESH:D007239), OS (MESH:D011475), colorectal cancer (MESH:D015179), Death (MESH:D003643), Malnutrition (MESH:D044342), malabsorption (MESH:D008286), exocrine pancreatic insufficiency (MESH:D010188), cardio-cerebral vascular disease (MESH:D044542), ascites (MESH:D001201), esophageal cancer (MESH:D004938), impaired nutrient intake (MESH:D000080146), ovarian cancer (MESH:D010051), gastrointestinal cancers (MESH:D005770), kidney disease (MESH:D007674), underweight (MESH:D013851), nausea, vomiting (MESH:D020250), anorexia (MESH:D000855), edema (MESH:D004487), digestive tract tumors (MESH:D004067), Cancer (MESH:D009369), a decline in physical function (MESH:D060825), PC (MESH:D010190), pain (MESH:D010146), liver disease (MESH:D008107), Inflammatory (MESH:D007249), muscle wasting (MESH:D009133), Nutritional disturbances (MESH:D009748), depletion of muscle mass (MESH:C536030), hematopoietic disease (MESH:D019337), metabolic diseases (MESH:D008659), overweight (MESH:D050177), cachexia (MESH:D002100), jaundice (MESH:D007565), obese (MESH:D009765), gastric cancer (MESH:D013274), weight gain (MESH:D015430)
- **Chemicals:** glucose (MESH:D005947), alcohol (MESH:D000438), lipids (MESH:D008055)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

36 references — full list in the complete paper: https://tomesphere.com/paper/PMC12911407/full.md

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Source: https://tomesphere.com/paper/PMC12911407