Evidence map›Paper›PMID 41257592›Full record

ArticleBMC geriatrics2025

Trajectory subgroups and influencing factors of nutrition-related risk in older NSCLC patients undergoing chemotherapy.

Jufeng Zhang, Mingjie Gu, Zhimei Chen, Jiahui Fu, Jian Yu

Abstract read
In one paragraph

Article in BMC geriatrics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
4 · The record

Corrections and comments

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

5 authors.

Jufeng ZhangThe First Affiliated Hospital with Nanjing Medical University (Jiangsu Province Hospital), Nanjing, LA, 210029, China.
Mingjie GuThe First Affiliated Hospital with Nanjing Medical University (Jiangsu Province Hospital), Nanjing, LA, 210029, China.
Zhimei ChenThe First Affiliated Hospital with Nanjing Medical University (Jiangsu Province Hospital), Nanjing, LA, 210029, China.
Jiahui FuThe First Affiliated Hospital with Nanjing Medical University (Jiangsu Province Hospital), Nanjing, LA, 210029, China.
Jian YuThe First Affiliated Hospital with Nanjing Medical University (Jiangsu Province Hospital), Nanjing, LA, 210029, China. yujian_124@163.com.

Funding

Project of "Nursing Science" Funded by the 4th Priority Discipline Development Program of Jiangsu Higher Education Institutions Jiangsu Education Department〔2023〕No.11
6 · The paper itself

Abstract

backgroundMalnutrition in older non-small cell lung cancer (NSCLC) patients undergoing chemotherapy correlates with poor outcomes. While nutritional risk is dynamic, longitudinal trajectory patterns remain uncharacterized in this population.

objectivesThe present study aimed to explore the trajectory subgroups and influencing factors of nutrition-related risk over time among older adults with advanced NSCLC undergoing first-line chemotherapy.

designA retrospective longitudinal study.

methodsIn total, 353 patients aged > 60 years who were diagnosed with advanced NSCLC and received at least six cycles of chemotherapy at a single tertiary oncology center between January 2022 and June 2024 were enrolled in this study. Nutrition-related risk was assessed with Geriatric Nutritional Risk Index (GNRI). The trajectory subgroups of nutrition-related risk over time were analyzed using the latent class growth modeling (LCGM). An unordered multi-class logistic regression analysis was performed to find the influencing factors of different trajectories.

resultsThe average age of 353 patients was (68.2 ± 6.1) years, among which 272 (77.1%) were male. According to LCGM, the three categories of nutrition-related risk trajectories were identified, which were stable low risk group (n = 188, 53.3%), improving moderate risk group (n = 124, 35.1%), and persistent high to moderate risk group (n = 41, 11.6%). Unordered multi-class logistic regression analysis showed that age, smoking status, and hypertension were associated with the trajectory categories of nutrition-related risks.

conclusionsNutrition risk follows distinct trajectories during chemotherapy cycles, with 11.6% of older adults with NSCLC exhibiting sustained high vulnerability. Older age, smoking history, and hypertension are key predictors of this adverse trajectory. Assessment of these readily available and easily accessible clinical factors at treatment initiation may enable early identification of high-risk patients for targeted nutritional interventions.

Indexed as

Antineoplastic AgentsCarcinoma, Non-Small-Cell LungLung NeoplasmsMalnutritionNutritional StatusAgedFemaleGeriatric AssessmentHumansLongitudinal StudiesMaleMiddle AgedNutrition AssessmentRetrospective StudiesRisk FactorsAntineoplastic AgentsNon-small cell lung cancer (NSCLC)Nutrition-related riskOlder adultsTrajectory

Identifiers

PMID41257592
PMCPMC12628918

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.