Evidence map›Paper›PMID 41731835›Full record

ArticleMedicine2026

Association between daily vital signs during radiotherapy and severe infection in cancer patients: A case-control study.

Ming-Hsien Li, Yi-Chia Chiu, Sheng-Fang Huang, Jo-Ting Tsai, Jang-Chun Lin, Yi-Chieh Tsai

Abstract read
In one paragraph

Article in Medicine, 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

6 authors.

Ming-Hsien LiDepartment of Radiation Oncology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.
Yi-Chia ChiuDepartment of Radiation Oncology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.
Sheng-Fang HuangDepartment of Radiation Oncology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.
Jo-Ting TsaiDepartment of Radiation Oncology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.
Jang-Chun LinDepartment of Radiation Oncology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.
Yi-Chieh TsaiDepartment of Radiation Oncology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Severe infection poses a major threat to cancer patients due to treatment-related immunosuppression. Early identification and timely intervention are essential to reducing infection-related mortality. This study investigated whether daily vital signs recorded during radiotherapy could predict severe infection. We conducted a retrospective case-control study of cancer patients who received radiotherapy between 2016 and 2022. Cases were patients who developed severe infection during radiotherapy, while controls completed radiotherapy without infection. Patients with over a 2-day interval between the last radiotherapy session and infection diagnosis were excluded. Included patients had ≥ 5 recorded daily vital-sign measurements. Collected data included demographics, vital signs, cancer type, treatments, comorbidities, and infection outcomes. Logistic regression and area under the receiver operating characteristic curve (AUROC) were used to assess predictive value. A total of 35 patients with severe infection and 200 controls were analyzed. Head and neck cancer and lung cancer were the most common cancer types in the infection group. Significant predictors included lower last systolic blood pressure (SBP), higher last heart rate (HR), an increased last shock index (SI, calculated as HR/SBP), and greater HR variability across the last 2 to 5 radiotherapy sessions. In multivariable models, last SI and HR variability remained independent predictors, with AUROC values ranging from 0.773 to 0.803. In cancer patients receiving radiotherapy, changes in HR, SBP, SI, and HR variability in the days preceding severe infection may serve as feasible, self-monitored indicators for early detection in outpatient or home settings. However, the relatively small number of infection events (n = 35) may limit the statistical robustness of our findings, and further validation is needed.

Indexed as

InfectionsNeoplasmsRadiotherapyVital SignsAgedBlood PressureCase-Control StudiesFemaleHeart RateHumansMaleMiddle AgedRetrospective StudiesROC Curveinfection predictionshock indexvisit-to-visit variabilityvital signs

Identifiers

PMID41731835
PMCPMC12928884

What Socratic holds

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LicenceCC BY-NC
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 Socratic graph.