Evidence map›Paper›PMID 42595264›Full record

ArticleInternational journal of radiation oncology, biology, physics2026

Dose-Linear Energy Transfer Interactions Predict Capsular Contracture After Proton Postmastectomy Radiation Therapy.

Jingyuan Chen, Zeliang Ma, Meiyun Cao, Robert W Gao, Yunze Yang, Yuzhen Ding, Nicholas B Remmes, Jiasen Ma, Kimberly S Corbin, Dean A Shumway and 2 more

Abstract read
In one paragraph

Article in International journal of radiation oncology, biology, physics, 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

12 authors.

Jingyuan ChenDepartment of Radiation Oncology, Mayo Clinic, Phoenix, Arizona.
Zeliang MaDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota.
Meiyun CaoDepartment of Radiation Oncology, Mayo Clinic, Phoenix, Arizona.
Robert W GaoDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota.
Yunze YangDepartment of Radiation Oncology, the University of Miami, Florida.
Yuzhen DingDepartment of Radiation Oncology, Mayo Clinic, Phoenix, Arizona.
Nicholas B RemmesDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota.
Jiasen MaDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota.
Kimberly S CorbinDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota.
Dean A ShumwayDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota.
Robert W MutterDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota. Electronic address: Mutter.Robert@mayo.edu.
Wei LiuDepartment of Radiation Oncology, Mayo Clinic, Phoenix, Arizona. Electronic address: Liu.Wei@mayo.edu.

Funding

Women's Cancer ProgramP30CA015083 · NCI · MAYO CLINIC ROCHESTER · PI Felicity Enders · 1985 to 2026
$151.3M
PD-L1 Intracellular RNA binding function regulates immune suppressionR01CA261932 · NCI · MAYO CLINIC ROCHESTER · PI MUTTER, ROBERT W. · 2021 to 2025
$1.8M
ATR: targeting mechanical stress induced EMT and immune suppression in triple negative breast cancerR01CA272602 · NCI · MAYO CLINIC ROCHESTER · PI Zhenkun Lou, Robert W. Mutter · 2023 to 2026
$1.5M
NCI NIH HHS P30 CA015083NCI NIH HHS R01 CA261932NCI NIH HHS R01 CA272602
6 · The paper itself

Abstract

purposePencil beam scanning proton therapy enables highly conformal dose distributions and is increasingly used for postmastectomy radiation therapy (PMRT) to reduce cardiopulmonary exposure. However, implant-based reconstruction (IBR) in the setting of PMRT remains susceptible to capsular contracture, and the potential contribution of elevated linear energy transfer (LET) in pencil beam scanning has not been well characterized. This study aimed to investigate the combined effects of dose-LET and dose-averaged LET on capsular contracture after proton PMRT and to derive preliminary, exploratory volume cutoff values of dose-LET volume constraints (DLVCs). METHODS AND MATERIALS: We conducted a retrospective case-control study of patients with consecutive breast cancer who underwent mastectomy followed by IBR and conventionally fractionated proton PMRT (50 Gy in 25 fractions) between 2015 and 2021. Patients who developed Baker grades III to IV capsular contracture were identified and matched 1:2 with controls using nearest-neighbor matching based on clinical and pathologic variables. Dose-LET volume histograms (DLVHs) were calculated for peri-implant tissue (5-mm shell around the implant). Generalized linear mixed-effects regression was used to identify DLVH indices significantly associated with capsular contracture. Redundant indices were removed using Spearman correlation analysis. DLVCs were derived from receiver operating characteristic curve analysis and evaluated using a support vector machine-based normal tissue complication probability model with leave-one-out cross-validation.

resultsAmong 145 consecutive patients, 8 developed capsular contracture and were matched to 16 controls. Three independent DLVH indices were significantly associated with capsular contracture (P < .01): V (55.8 Gy [relative biological effectiveness {RBE} value = 1.1], 2.2 keV/μm), V (50.3 Gy [RBE value = 1.1], 5.4 keV/μm), and V (32.8 Gy [RBE value = 1.1], 0.9 keV/μm). After Benjamini-Hochberg false discovery rate correction across all 4096 DLVH indices, all 3 remained significant (q_Benjamini-Hochberg = 0.052). The corresponding DLVCs were V (55.8 Gy [RBE value = 1.1], 2.2 keV/μm) < 0.0017%, V (50.3 Gy [RBE value = 1.1], 5.4 keV/μm) < 0.0033%, and V (32.8 Gy [RBE value = 1.1], 0.9 keV/μm) > 96.98%. The support vector machine-based normal tissue complication probability model achieved an area under the receiver operating characteristic curve value of 0.867, with an accuracy of 91.7%, a sensitivity of 87.5%, and a specificity of 93.8%.

conclusionsCapsular contracture following proton PMRT is significantly associated with the combined effects of dose-LET and dose-averaged LET in peri-implant tissue. The derived DLVCs represent exploratory candidate dosimetric constraints that warrant further investigation and prospective validation in patients with breast cancer undergoing proton PMRT with IBR.

Indexed as

Breast NeoplasmsImplant Capsular ContractureLinear Energy TransferMastectomyProton TherapyAgedBreast ImplantsCase-Control StudiesFemaleHumansMiddle AgedRadiotherapy DosageRetrospective Studies

Identifiers

PMID42595264
PMCPMC13684888

What OpenQuestion holds

Textmetadata
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.