Evidence map›Paper›PMID 42624880›Full record

Observational studyScientific reports2026

Characterization of depressive symptoms in individuals with spinal cord injury through the Beck Depression Inventory, and their role in recovery.

Roman Schefzik, Laura Heutehaus, Christian Schuld, Tobias Gradinger, Oksana Berhe, Doris Maier, Marion Saur, Klaus Röhl, Rainer Abel, Chiara Pavese and 9 more

Abstract readObservational Study
In one paragraph

Observational study in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

19 authors.

Roman SchefzikHector Institute for Artificial Intelligence in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany. roman.schefzik@zi-mannheim.de.
Laura HeutehausSpinal Cord Injury Center, Heidelberg University Hospital, Heidelberg, Germany.
Christian SchuldSpinal Cord Injury Center, Heidelberg University Hospital, Heidelberg, Germany.
Tobias GradingerHector Institute for Artificial Intelligence in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Oksana BerheDepartment of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Doris MaierCenter for Spinal Cord Injuries, Berufsgenossenschaftliche Unfallklinik Murnau, Murnau, Germany.
Marion SaurOrthopädische Klinik Hessisch Lichtenau, Hessisch Lichtenau, Germany.
Klaus RöhlZentrum für Rückenmarkverletzte und Klinik für Orthopädie, BG Klinikum Bergmannstrost Halle, Halle, Germany.
Rainer AbelClinic for Paraplegia, Klinikum Bayreuth GmbH, Bayreuth, Germany.
Chiara PaveseDepartment of Clinical-Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy.
Michael BaumbergerSwiss Paraplegic Centre, Nottwil, Switzerland.
Armin CurtSpinal Cord Injury Center, Balgrist University Hospital, University of Zurich, Zurich, Switzerland.
Michèle HubliSpinal Cord Injury Center, Balgrist University Hospital, University of Zurich, Zurich, Switzerland.
Harvinder S ChhabraDepartment of Spine and Rehabilitation, Sri Balaji Action Medical Institute, New Delhi, India.
EMSCI Study Group
Udo DannlowskiInstitute for Translational Psychiatry, University of Münster, Münster, Germany.
Tilo KircherDepartment of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany.
Norbert WeidnerSpinal Cord Injury Center, Heidelberg University Hospital, Heidelberg, Germany.
Emanuel SchwarzHector Institute for Artificial Intelligence in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Depressive symptoms show an increased prevalence in individuals affected by spinal cord injury (SCI), yet their in-depth characterization and association with clinical outcomes remain underexplored. We investigated depressive symptoms, operationalized through the items in the Beck Depression Inventory (BDI), in a longitudinal, observational study of 165 individuals with SCI, and explored their trajectories and association with neurological and functional recovery. 134 and 43 individuals with major depressive disorder (MDD) diagnosis from two reference cohorts were investigated to evaluate similarities and differences of the clinical manifestation of depression. At baseline (one month after injury), 25% of individuals with SCI showed a clinically relevant degree of overall depressive symptoms, and 21% at follow-up (six or twelve months after injury). Predominant depressive symptoms involved physical-somatic phenomena such as sleep disturbances, fatigue, changes in eating habits, and reduced libido. In contrast, individuals with MDD diagnosis exhibited a broader range of symptoms, particularly those related to self-rejection and self-blame. A development of a clinically relevant degree of overall depressive symptoms from the baseline to the follow-up stage in individuals with SCI was primarily reflected in increases in BDI scores for items related to self-hatred, anhedonia, emotional overload, or cognitive stress. A random forest (RF) model using psychiatric, SCI-specific, and demographic baseline features to predict the presence of a clinically relevant degree of overall depressive symptoms at follow-up demonstrated only mediocre predictive performance. In contrast, similar RF models exhibited good performances in predicting neurological and functional recovery following SCI, relying primarily on SCI-specific (rather than psychiatric) baseline features. Depressive symptoms in individuals with SCI appeared to be largely unrelated to neurological and functional recovery and were primarily related to physical-somatic phenomena. This distinguishes them from the broader range of symptoms observed in individuals with MDD diagnosis, which more commonly encompass self-blame, self-hatred, and other cognitive-emotional dimensions. To help reduce the risk of undetected development of a clinically relevant degree of overall depressive symptoms during SCI treatment, it may be useful to focus particularly on cognitive-emotional symptoms, alongside physical-somatic symptoms, which may be affected by the direct consequences of the injury itself.

Indexed as

DepressionMajor Depressive DisorderSpinal Cord InjuriesAdultFemaleHumansLongitudinal StudiesMaleMiddle AgedPsychiatric Status Rating ScalesRecovery of FunctionBeck Depression InventoryDepressive symptomsMajor depressive disorderNeurological and functional recoveryRandom forestSpinal cord injury

Identifiers

PMID42624880
PMCPMC13493943

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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.