Evidence map›Paper›PMID 38866818›Full record

ArticleNPJ breast cancer2024

Allostatic load as a predictor of postoperative complications in patients with breast cancer.

J C Chen, Mohamed I Elsaid, Demond Handley, Lisa Anderson, Barbara L Andersen, William E Carson, Joal D Beane, Alex Kim, Roman Skoracki, Timothy M Pawlik and 1 more

Abstract read
In one paragraph

Article in NPJ breast cancer, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 2 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

11 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Trial
  4. Review
  5. Review
  6. Article
  7. Article
  8. Article
  9. Article
  10. The association between allostatic load and lymphedema in breast cancer survivors.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
  11. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

J C ChenDivision of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus, OH, USA.ORCID http://orcid.org/0000-0003-4356-5522
Mohamed I ElsaidDepartment of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, USA.
Demond HandleyDepartment of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, USA.
Lisa AndersonDivision of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus, OH, USA.
Barbara L AndersenDepartment of Psychology, The Ohio State University, Columbus, OH, USA.
William E CarsonDivision of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus, OH, USA.
Joal D BeaneDivision of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus, OH, USA.
Alex KimDivision of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus, OH, USA.
Roman SkorackiDivision of Reconstructive Oncologic Plastic Surgery, Department of Plastic Surgery, The Ohio State University, Columbus, OH, USA.
Timothy M PawlikDivision of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus, OH, USA.
Samilia Obeng-GyasiDivision of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus, OH, USA. samilia.obeng-gyasi@osumc.edu.ORCID http://orcid.org/0000-0002-5330-7247

Funding

Translational Therapeutics Research Program (TT)P30CA016058 · NCI · OHIO STATE UNIVERSITY · PI Daniel G. Stover · 1985 to 2026
$132.3M
Translational Training Grant in Experimental TherapeuticsK12CA133250 · NCI · OHIO STATE UNIVERSITY · PI WILLIAM E. CARSON, Rosa Lapalombella · 2008 to 2026
$15.0M
American Cancer Society (American Cancer Society, Inc.) RSG-22-106-01-CSCTNCI NIH HHS K12 CA133250NCI NIH HHS P30 CA016058
6 · The paper itself

Abstract

Allostatic load (AL) is a biological measure of cumulative exposure to socioenvironmental stressors (e.g., poverty). This study aims to examine the association between allostatic load (AL) and postoperative complications (POC) among patients with breast cancer. Females ages 18+ with stage I-III breast cancer who received surgical management between 01/01/2012-12/31/2020 were identified in the Ohio State Cancer registry. The composite AL measure included biomarkers from the cardiovascular, metabolic, immune, and renal systems. High AL was defined as composite scores greater than the cohort's median (2.0). POC within 30 days of surgery were examined. Univariable and multivariable regression analysis examined the association between AL and POC. Among 4459 patients, 8.2% had POC. A higher percentage of patients with POC were unpartnered (POC 44.7% vs no POC 35.5%), government-insured (POC 48.2% vs no POC 38.3%) and had multiple comorbidities (POC 32% vs no POC 20%). Patients who developed POC were more likely to have undergone sentinel lymph node biopsy followed by axillary lymph node dissection (POC 51.2% vs no POC 44.6%). High AL was associated with 29% higher odds of POC (aOR 1.29, 95% CI 1.01-1.63). A one-point increase in AL was associated with 8% higher odds of POC (aOR 1.08, 95% CI 1.02-1.16) and a quartile increase in AL was associated with 13% increased odds of POC (aOR 1.13, 95% CI 1.01-1.26). Among patients undergoing breast cancer surgery, increased exposure to adverse socioenvironmental stressors, operationalized as AL, was associated with higher odds of postoperative complications.

Identifiers

PMID38866818
PMCPMC11169387

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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.