Evidence map›Paper›PMID 41285271›Full record

ArticleInternational journal of radiation oncology, biology, physics2026

Associations of Biological Aging With Perceived Stress in Patients With Head and Neck Cancer Undergoing Intensity Modulated Radiation Therapy: A Longitudinal Study.

Yufen Lin, Jordan Pelkmans, Amruta Epari, Telisa Spikes, Gang Peng, Deborah W Bruner, Andrew H Miller, Jennifer C Felger, Evanthia C Wommack, Karen N Conneely and 3 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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

13 authors.

Yufen LinNell Hodgson Woodruff School of Nursing, Emory University, Atlanta, Georgia; Winship Cancer Institute, Emory University, Atlanta, Georgia.
Jordan PelkmansNell Hodgson Woodruff School of Nursing, Emory University, Atlanta, Georgia.
Amruta EpariEmory College of Arts and Sciences, Emory University, Atlanta, Georgia.
Telisa SpikesNell Hodgson Woodruff School of Nursing, Emory University, Atlanta, Georgia.
Gang PengSchool of Medicine, Indiana University, Indianapolis, Indiana.
Deborah W BrunerNell Hodgson Woodruff School of Nursing, Emory University, Atlanta, Georgia; Winship Cancer Institute, Emory University, Atlanta, Georgia.
Andrew H MillerWinship Cancer Institute, Emory University, Atlanta, Georgia; School of Medicine, Emory University, Atlanta, Georgia.
Jennifer C FelgerSchool of Medicine, Emory University, Atlanta, Georgia.
Evanthia C WommackSchool of Medicine, Emory University, Atlanta, Georgia.
Karen N ConneelyWinship Cancer Institute, Emory University, Atlanta, Georgia; School of Medicine, Emory University, Atlanta, Georgia.
Nabil F SabaWinship Cancer Institute, Emory University, Atlanta, Georgia; School of Medicine, Emory University, Atlanta, Georgia.
Dong M ShinWinship Cancer Institute, Emory University, Atlanta, Georgia; School of Medicine, Emory University, Atlanta, Georgia.
Canhua XiaoNell Hodgson Woodruff School of Nursing, Emory University, Atlanta, Georgia; Winship Cancer Institute, Emory University, Atlanta, Georgia. Electronic address: canhua.xiao@emory.edu.

Funding

Winship Cancer Institute Cancer Center Support GrantP30CA138292 · NCI · EMORY UNIVERSITY · PI Ragini Reiney Kudchadkar · 2009 to 2026
$47.5M
Epigenetic Mechanisms of Inflammation and Fatigue in Head and Neck Cancer PatientsR01NR015783 · NINR · EMORY UNIVERSITY · PI XIAO, CANHUA · 2016 to 2018
$1.5M
Fatigue in Head and Neck Cancer: Role of pro- and anti-inflammatory signalingR00NR014587 · NINR · EMORY UNIVERSITY · PI XIAO, CANHUA · 2015 to 2017
$706k
NCI NIH HHS P30 CA138292NINR NIH HHS R00 NR014587NINR NIH HHS R01 NR015783
6 · The paper itself

Abstract

purposeAccelerated biological aging increases morbidity and mortality in patients with head and neck cancer (HNC) undergoing intensity modulated radiation therapy (IMRT). Stress from HNC and IMRT may exacerbate this process, yet the link between biological aging and perceived stress during treatment remains unclear. The purpose of this study was to examine associations between biological aging and perceived stress in HNC patients receiving IMRT across 4 time points: pre-IMRT, the end of IMRT, and 3 and 12 months post-IMRT. METHODS AND MATERIALS: This prospective longitudinal study assessed perceived stress using the Perceived Stress Scale and various biological aging markers, including epigenetic age acceleration, Pace of Aging Calculated from the Epigenome (DunedinPACE), Klemera-Doubal biological age, phenotypic age (PhenoAge), homeostatic dysregulation, and inflammatory markers (interleukin [IL]-6, IL-1β, IL-10, IL-1ra, C-reactive protein, soluble tumor necrosis factor receptor (TNF) 2, and TNF-α). Linear mixed-effects models examined associations between each biological aging marker and perceived stress over time.

resultsAmong 146 HNC patients (mean age ± SD, 59.12 ± 10.05 years; 73% male; 81% non-Hispanic White), perceived stress increased during treatment, declined significantly posttreatment, and remained lower than the baseline level. Higher perceived stress was significantly associated with increased DunedinPACE (estimate = 10.82; 95% CI, 4.49, 17.15; p = .001), Klemera-Doubal biological age (estimate = 0.03; 95% CI, 0.01, 0.05; p = .003), PhenoAge (estimate = 0.25; 95% CI, 0.06, 0.44; p = .011), C-reactive protein (estimate = 1.42; 95% CI, 0.35, 2.48; p = .009), TNF-α (estimate = -3.92; 95% CI, -7.53, -0.31; p = .033), and IL-1ra (estimate = 4.89, 95% CI, 2.24, 7.54; p < .001) over time, after adjusting for covariates (eg, age, sex, race, marital status, income, tumor human papillomavirus status, and treatment).

conclusionsThe strong association between biological aging and perceived stress suggests a critical role for stress in accelerating aging among patients with HNC. Future research should aim to investigate stress-inflammation management to decelerate aging and improve survival in these vulnerable cancer populations.

Indexed as

AgingHead and Neck NeoplasmsRadiotherapy, Intensity-ModulatedStress, PsychologicalAgedBiomarkersC-Reactive ProteinEpigenesis, GeneticFemaleHumansInterleukin-10Interleukin-1betaInterleukin 1 Receptor Antagonist ProteinInterleukin-6Longitudinal StudiesMaleBiomarkersC-Reactive ProteinIL10 protein, humanInterleukin-10Interleukin-1betaInterleukin 1 Receptor Antagonist ProteinInterleukin-6Tumor Necrosis Factor-alpha

Identifiers

PMID41285271
PMCPMC12746588

What Socratic holds

Textmetadata
LicenceTDM
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.