Evidence map›Paper›PMID 41191213›Full record

ArticleSports medicine - open2025

Identification of characteristics of patients who choose operative versus non-operative management after ACL injury: a latent class analysis.

Elanna K Arhos, Joanna Kvist

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Article in Sports medicine - open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Elanna K ArhosDepartment of Physical Therapy and Human Movement Sciences, Northwestern University, 645 N Michigan Avenue, Chicago, 60611, IL, USA.ORCID http://orcid.org/0000-0001-9829-1624
Joanna KvistUnit of Physiotherapy, Department of Health, Medicine, and Caring Science, Linköping University, Linköping, SE-581 83, Sweden. joanna.kvist@liu.se.ORCID http://orcid.org/0000-0003-3527-5488

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAfter an anterior cruciate ligament (ACL) rupture, characteristics of patients that may benefit from having ACL reconstruction (ACLR) versus undergoing non-surgical treatment are still largely not known. Identifying patient subgroups may help clinicians and researchers better understand the unique needs of individuals within common clinical profiles. The primary aim of this study was to identify subgroups of patients with an ACL injury, based on patient characteristics, psychological and social factors, and the extent of the initial injury, and to evaluate subgroup characteristics based on undergoing ACLR versus non-surgical management. The secondary aim was to compare subgroups on their knee function and return to sports outcomes.

resultsA total of 275 participants (age 15-40, 48% male) with an acute ACL injury treated with usual care, either ACLR or not, from the Natural Corollaries and Recovery after ACL injury (NACOX) multicenter longitudinal cohort study were included. At two years after injury, 169 (62%) had undergone ACLR. The analysis uncovered 3 latent classes (entropy = 0.91, Akaike's information criterion (AIC) = 12125.2, Bayesian information criteria (BIC) = 12302.4, sample size adjusted BIC = 12147.0, Vuong-Lo-Mendell-Rubin (VLMR) likelihood ratio test=-6085.8, VLMR p-value = 0.5). Participants in Class 2 (n = 155) had 1.8 times (hazards ratio (HR):1.814, 95% confidence interval (CI) 1.293-2.545, p < 0.001) higher probability for having an ACLR compared to Class 3 (n = 98). There were no statistically significant differences in patient reported knee function (International Knee Documentation Committee (IKDC) score) at one- or two-years follow-up between the classes. A higher proportion of participants in Class 3 returned to same or higher activity level compared to Class 1 (n = 22) and 2.

conclusionsThe three distinct subgroups of patients after ACL rupture differed in probability to undergo ACLR and return to activity after injury at one and two years after injury. There was no difference between subgroups in patient-reported knee function at one or two years after injury. Clinicians should consider the differentiating characteristics between subgroups along with the goals of their patients when engaging in shared decision-making about surgical or nonsurgical management.

Indexed as

Anterior cruciate ligament reconstructionNACOX cohort studyPsychological factorsSocial factorsSubgroups

Identifiers

PMID41191213
PMCPMC12589679

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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.