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Record W4408814629 · doi:10.1016/j.mitoco.2025.03.003

Are patients with mitochondrial diseases prone to inflammatory and immune dysfunction: A scoping review and retrospective chart analysis

2025· review· en· W4408814629 on OpenAlexafffundabout
Eiti Rautela, Nikki Kovac, Edana Cassol, David A. Dyment, Martin Holčı́k

Bibliographic record

VenueMitochondrial Communications · 2025
Typereview
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMitochondrial Function and Pathology
Canadian institutionsChildren's Hospital of Eastern OntarioCarleton University
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsMedicineChartImmune systemIntensive care medicineImmunologyRetrospective cohort studyInternal medicineStatistics

Abstract

fetched live from OpenAlex

Mitochondrial diseases (MDs) are a significant patient burden and are linked to the dysregulation of various metabolic processes and cellular energy production. Additionally, mitochondria play a central role in regulating immune function and inflammatory response. This study aimed to examine the connection between MD and immune dysfunction, including inflammation as a specific immune response to infection. A scoping literature review and retrospective chart review were conducted. The scoping review followed the five-stage methodology framework by Arksey and O'Malley, extracting 1823 articles from PubMed using Covidence as managing software, with full texts of 10 articles analyzed. A retrospective patient chart review was conducted on 92 patients with a confirmed diagnosis of MD from the Children's Hospital of Eastern Ontario. The scoping review identified cases of MDs associated with inflammation, including individuals with POLG-associated disease. Immune dysfunction was observed in a subset of complex MDs, particularly in individuals with biallelic variation in POLGF and ATAD3A, who had a heavy burden of disease. The results from both the scoping and retrospective chart reviews suggest an association between complex MD and altered inflammatory and immune functions. • The study underscores the critical role of mitochondria in regulating immune function and inflammatory responses. • Study used scoping review (Arksey & O'Malley framework) and chart review; 1823 PubMed articles screened with 10 analyzed in-depth. • The scoping review linked MDs with inflammation, suggesting mitochondrial dysfunction exacerbates disease burden. • The retrospective chart review of 92 patients showed immune dysfunction in complex MDs.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.015
metaresearch head score (Gemma)0.057
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.020
Threshold uncertainty score0.077

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.057
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0200.023
Science and technology studies0.0010.001
Scholarly communication0.0030.003
Open science0.0010.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0030.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.017
GPT teacher head0.301
Teacher spread0.284 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes3
Has abstractyes

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