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Record W4411255338 · doi:10.1186/s13256-025-05336-6

Anti-melanoma differentiation-associated gene 5 antibody associated rapidly progressive interstitial lung disease in a pediatric patient: a case report

2025· article· en· W4411255338 on OpenAlexaff
Thitima Sirimontakan, Natalia Escobar, Fiona Kritzinger, Elizaveta Limenis, Greta Mastrangelo, Briseida Mema, Haifa Mtaweh

Bibliographic record

VenueJournal of Medical Case Reports · 2025
Typearticle
Languageen
FieldMedicine
TopicInflammatory Myopathies and Dermatomyositis
Canadian institutionsSickKids FoundationHospital for Sick ChildrenUniversity of Toronto
Fundersnot available
KeywordsMedicineInterstitial lung diseaseSurgical oncologyMelanomaDiseaseAntibodyLungPathologyBioinformaticsOncologyInternal medicineImmunologyCancer research

Abstract

fetched live from OpenAlex

Abstract Background Rapidly progressive interstitial lung disease presents as a severe complication of juvenile dermatomyositis, particularly when associated with anti-melanoma differentiation-associated gene 5. We report a pediatric case that underscores the necessity for clinicians to maintain a high index of suspicion for early identification and management. Case presentation A previously healthy 7-year-old White girl presented with a 6-week history of generalized weakness, fever, joint pain, and abdominal pain. Initial examination revealed hypoxia, tachypnea, and hepatosplenomegaly. Laboratory tests were marked by thrombocytopenia, lymphopenia, elevated liver enzymes, high ferritin, high triglyceride, elevated muscle enzymes, and increased soluble IL-2 receptor, suggesting macrophage activation syndrome that was and managed with dexamethasone 5 mg/kg/m 2 twice daily. There were no pathogenic skin features of juvenile dermatomyositis, except for nailfold capillary dropout. Initial cell counts revealed that her white blood cell count was 2.87 × 10 9 /L, hemoglobin was 105 g/L, platelet was 90 × 10 9 /L, and ferritin was 2000.6 μg/L and antinuclear and anti-Ro52 antibodies were positive. She was noted to have peripheral muscle weakness. Her clinical course was marked by progressive respiratory failure requiring mechanical ventilation with imaging revealing diffuse alveolar ground-glass opacities. The infectious work up was negative for bacterial, fungal, and viral ethologies including Epstein–Barr virus; hepatitis A virus, hepatitis B, hepatitis C, and hepatitis E viruses; parvovirus B19; cytomegalovirus; herpes simplex virus 1 and 2; and human herpesvirus 6. With the interstitial lung disease picture, pulse doses of intravenous methylprednisolone and intravenous immunoglobulin were initiated. She developed a significant air leak that was managed with bilateral chest tubes. Her significant hypoxemia required cannulation to veno-venous extracorporeal membrane oxygenation. The diagnosis of anti-melanoma differentiation-associated gene 5 antibody-associated juvenile dermatomyositis was confirmed by antibody testing. Additional immunomodulatory therapy was utilized during the treatment course with no noted improvement. She was not a candidate for lung transplantation, and in the face of additional organ dysfunction, life-sustaining therapies were withdrawn on day 32 of intensive care unit admission. Conclusions This case demonstrates the diagnostic and therapeutic challenges in patients with rapidly progressive interstitial lung disease in the context of anti-melanoma differentiation-associated gene 5 associated juvenile dermatomyositis, who may not present with overt muscle and cutaneous features of juvenile dermatomyositis and whose lung disease can progress very rapidly. A high index of suspicion among clinicians is critical, and expedited diagnostic serology may assist with earlier diagnosis and initiation of therapy. Extracorporeal membrane oxygenation can be utilized as a bridge to diagnosis in the setting of severe refractory hypoxemic respiratory failure. However, despite aggressive treatment, the prognosis remains challenging.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.197
Threshold uncertainty score0.970

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.005
GPT teacher head0.289
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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
Domainnot available
GenreEmpirical

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

Citations1
Published2025
Admission routes1
Has abstractyes

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