Evidence map›Paper›PMID 42577176›Full record

ArticleFrontiers in nutrition2026

Muscle index, weight loss, and tumor type predict adjuvant therapy failure in periampullary cancer.

Zhe Liu, Shi-Wei Yang, You-Wei Ma, Li-Fang Si, Fei Yang, Jun-Xi Zhang, Qin-Xin Li, MiRiBai Tuo, Si-Wei Guo, Wen-Li Xu and 4 more

Abstract read
In one paragraph

Article in Frontiers in nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

14 authors.

Zhe Liu *Department of Hepatobiliary and Pancreaticosplenic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.
Shi-Wei Yang *Department of Hepatobiliary Surgery, China-Japan Friendship Hospital, Beijing, China.
You-Wei Ma *Department of Hepatobiliary and Pancreaticosplenic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.
Li-Fang Si *Department of Radiology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.
Fei YangDepartment of Hepatobiliary and Pancreaticosplenic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.
Jun-Xi ZhangDepartment of Hepatobiliary and Pancreaticosplenic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.
Qin-Xin LiDepartment of Hepatobiliary and Pancreaticosplenic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.
MiRiBai TuoDepartment of Hepatobiliary and Pancreaticosplenic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.
Si-Wei GuoDepartment of Hepatobiliary and Pancreaticosplenic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.
Wen-Li XuDepartment of Hepatobiliary and Pancreaticosplenic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.
Xian-Liang LiDepartment of Hepatobiliary and Pancreaticosplenic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.
Qiang HeDepartment of Hepatobiliary and Pancreaticosplenic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.
Dong-Dong HanDepartment of Hepatobiliary Surgery, China-Japan Friendship Hospital, Beijing, China.
Ji-Qiao ZhuDepartment of Hepatobiliary and Pancreaticosplenic Surgery, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Periampullary cancers frequently induce malnutrition and sarcopenia, which impair treatment tolerance and survival. Current nutritional assessment tools evaluate host status in isolation, ignoring the modifying effect of tumor biology. We developed and validated a simple nutritional risk score integrating host and tumor domains to identify high-risk patients and quantify the extent to which the association between preoperative risk and poor outcomes is mediated through a sequential pathway. Methods: This dual-center retrospective cohort study included 533 patients who underwent pancreaticoduodenectomy. Using a time-ordered split, patients were assigned to training ( Results: The cohort had mean age 64.0 ± 9.8 years, 57.8% male. Median follow-up was 23 months. During follow-up, 261 recurrence or death events (49.0%) occurred; 1-year mortality was 55.7% (95%CI 51.5-59.9%). LASSO-Cox identified three independent predictors: total muscle index (TMI, mm Conclusions: A simple three-variable score (muscle index, weight loss >5%, tumor type) enables preoperative identification of high-risk periampullary cancer patients. One-fifth of the excess recurrence risk may be mediated through a modifiable cascade of complications leading to adjuvant therapy delays, providing a clear rationale for targeted nutritional prehabilitation and perioperative interventions.

Indexed as

cachexiadisease-free survivalmediation analysisnutritional riskpancreaticoduodenectomysarcopenia

Identifiers

PMID42577176
PMCPMC13453677

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.