Predicting Contralateral Surgery for Trapeziometacarpal Arthrosis Within 5 Years.

Artificial intelligence TMC arthritis logistic regression machine learning predictive models

Journal

The Journal of hand surgery
ISSN: 1531-6564
Titre abrégé: J Hand Surg Am
Pays: United States
ID NLM: 7609631

Informations de publication

Date de publication:
13 Feb 2024
Historique:
received: 27 06 2023
revised: 23 12 2023
accepted: 11 01 2024
medline: 13 2 2024
pubmed: 13 2 2024
entrez: 13 2 2024
Statut: aheadofprint

Résumé

Symptomatic trapeziometacarpal (TMC) joint arthritis is a common cause of hand pain. It is unknown how many patients ultimately elect to have bilateral surgery for TMC arthritis. In this study, we assessed the frequency and predictive factors for contralateral TMC surgery in patients who underwent prior TMC surgery. We identified 712 patients who underwent primary surgery for TMC arthritis with a follow-up period of 5 years. We collected demographic, surgical, and follow-up data. Prediction models for contralateral surgery using a training and testing data set were created with multivariable logistic regression and random forest classifier algorithms. At the time of initial surgery, 230 patients had bilateral thumb pain (32%), but only 153 patients ultimately had an operation for TMC arthritis on the contralateral side within 5 years (21% of 712 total patients and 67% of 230 patients with bilateral pain). Common predictive factors between both models for contralateral surgery were younger age (odds ratio [OR] = 0.95; 95% confidence interval [CI], 0.93-0.98), bilateral thumb pain (OR = 3.76; 95% CI, 2.52-5.65), and anxiety disorders (OR = 1.84; 95% CI, 1.11-3.03). In our study, we found that the rate of contralateral surgery was 21% in patients who underwent prior TMC surgery. Predictive factors for future contralateral surgery included younger age, bilateral thumb pain, and anxiety disorder at the time of initial surgery. Prognostic II.

Identifiants

pubmed: 38349285
pii: S0363-5023(24)00006-6
doi: 10.1016/j.jhsa.2024.01.003
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Informations de copyright

Copyright © 2024 American Society for Surgery of the Hand. Published by Elsevier Inc. All rights reserved.

Auteurs

Kevin Kooi (K)

Department of Orthopaedic Surgery, Hand and Arm Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA; Department of Plastic, Reconstructive, and Hand Surgery, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands; Musculoskeletal Health Program, Amsterdam Movement Sciences, Amsterdam, the Netherlands. Electronic address: kevinkooi25@gmail.com.

Varun Nukala (V)

Department of Orthopaedic Surgery, the Foot and Ankle Research and Innovation Lab, Massachusetts General Hospital, Harvard Medical School, Boston, MA.

Nienke A F Smits (NAF)

Department of Orthopaedic Surgery, Hand and Arm Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA.

Olga Canta (O)

Department of Orthopaedic Surgery, Hand and Arm Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA.

Soheil Ashkani-Esfahani (S)

Department of Orthopaedic Surgery, the Foot and Ankle Research and Innovation Lab, Massachusetts General Hospital, Harvard Medical School, Boston, MA.

Abhiram R Bhashyam (AR)

Department of Orthopaedic Surgery, Hand and Arm Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA.

Classifications MeSH