Evidence map›Paper›PMID 39287215›Full record

ArticleActa orthopaedica2024

Prognostic model development for risk of curve progression in adolescent idiopathic scoliosis: a prospective cohort study of 127 patients.

Marlene Dufvenberg, Anastasios Charalampidis, Elias Diarbakerli, Birgitta Öberg, Hans Tropp, Anna Aspberg Ahl, Daphne Wezenberg, Henrik Hedevik, Hans Möller, Paul Gerdhem and 2 more

Abstract read
In one paragraph

Article in Acta orthopaedica, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 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

7 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Article
  4. Article
  5. Comprehensive scoliosis conservative rehabilitation for adolescent idiopathic scoliosis: effects on spinal deformity, physical function, and quality of life, with a parallel mediation analysis of core muscle endurance and pulmonary function.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2026
    Article
  6. Review
  7. Review
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.

Marlene DufvenbergDepartment of Health, Medicine and Caring Sciences, Unit of Physiotherapy, Linköping University, Linköping, Sweden. marlene.dufvenberg@liu.se.ORCID 0000-0002-3639-6380
Anastasios CharalampidisDepartment of Clinical Science, Intervention and Technology (CLINTEC), Division of Orthopaedics and Biotechnology, Karolinska Institutet, Stockholm; Department of Reconstructive Orthopaedics, Karolinska University Hospital Huddinge, Stockholm, Sweden.ORCID 0000-0001-5228-738X
Elias DiarbakerliDepartment of Clinical Science, Intervention and Technology (CLINTEC), Division of Orthopaedics and Biotechnology, Karolinska Institutet, Stockholm; Department of Reconstructive Orthopaedics, Karolinska University Hospital Huddinge, Stockholm, Sweden.
Birgitta ÖbergDepartment of Health, Medicine and Caring Sciences, Unit of Physiotherapy, Linköping University, Linköping, Sweden.
Hans TroppDepartment of Biomedical and Clinical Sciences, Linköping University, Linköping; Center for Medical Image Science and Visualization, Linköping University, Linköping; Department of Orthopaedics, Linköping University Hospital, Linköping, Sweden.ORCID 0000-0003-3094-6721
Anna Aspberg AhlDepartment of Orthopaedics, Ryhov County Hospital, Jönköping, Sweden.
Daphne WezenbergDepartment of Health, Medicine and Caring Sciences, Unit of Physiotherapy, Linköping University, Linköping; Department of Orthopaedics, Linköping University Hospital, Linköping, Sweden.
Henrik HedevikDepartment of Health, Medicine and Caring Sciences, Unit of Physiotherapy, Linköping University, Linköping, Sweden.
Hans MöllerDepartment of Clinical Science, Intervention and Technology (CLINTEC), Division of Orthopaedics and Biotechnology, Karolinska Institutet, Stockholm; Stockholm Center for Spine Surgery, Stockholm, Sweden.
Paul GerdhemDepartment of Clinical Science, Intervention and Technology (CLINTEC), Division of Orthopaedics and Biotechnology, Karolinska Institutet, Stockholm; Department of Orthopaedics and Hand Surgery, Uppsala University Hospital, Uppsala; Department of Surgical Sciences, Uppsala University, Uppsala, Sweden.ORCID 0000-0001-8061-7163
Allan AbbottDepartment of Health, Medicine and Caring Sciences, Unit of Physiotherapy, Linköping University, Linköping; 2 Department of Clinical Science, Intervention and Technology (CLINTEC), Division of Orthopaedics and Biotechnology, Karolinska Institutet, Stockholm; Department of Orthopaedics, Linköping University Hospital, Linköping, Sweden.
CONTRAIS Study Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

background and purposeThe study's purpose was to develop and internally validate a prognostic survival model exploring baseline variables for adolescent idiopathic scoliosis curve progression.

methodsA longitudinal prognostic cohort analysis was performed on trial data (n = 135) including girls and boys, Cobb angle 25-40°, aged 9-17 years, remaining growth > 1 year, and previously untreated. Prognostic outcome was defined as curve progression of Cobb angle of > 6° prior to skeletal maturity. 34 candidate prognostic variables were tested. Time-to-event was measured with 6-month intervals. Cox proportional hazards regression survival model (CoxPH) was used for model development and validation in comparison with machine learning models (66.6/33.3 train/test data set). The models were adjusted for treatment exposure.

resultsThe final primary prognostic model included 127 patients, predicting progress with acceptable discriminative ability (concordance = 0.79, 95% confidence interval [CI] 0.72-0.86). Significant prognostic risk factors were Risser stage of 0 (HR 4.6, CI 2.1-10.1, P < 0.001), larger major curve Cobb angle (HRstandardized 1.5, CI 1.1-2.0, P = 0.005), and higher score on patient-reported pictorial Spinal Appearance Questionnaire (pSAQ) (HRstandardized 1.4, CI 1.0-1.9, P = 0.04). Treatment exposure, entered as a covariate adjustment, contributed significantly to the final model (HR 3.1, CI 1.5-6.0, P = 0.001). Sensitivity analysis displayed that CoxPH maintained acceptable discriminative ability (AUC 0.79, CI 0.65-0.93) in comparison with machine learning algorithms.

conclusionThe prognostic model (Risser stage, Cobb angle, pSAQ, and menarche) predicted curve progression of > 6° Cobb angle with acceptable discriminative ability. Adding patient report of the pSAQ may be of clinical importance for the prognosis of curve progression.

Indexed as

Disease ProgressionScoliosisAdolescentChildCohort StudiesFemaleHumansLongitudinal StudiesMachine LearningMalePrognosisProportional Hazards ModelsProspective StudiesRisk Factors

Identifiers

PMID39287215
PMCPMC11395820

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Registered trials

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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.