MétaCan
Menu
← Back to cohort
Record W4397042591 · doi:10.1681/asn.20233411s1940b

Case Report: Mosaic TSC2/PKD1 Contiguous Gene Deletion Syndrome

2023· article· en· W4397042591 on OpenAlexaff
Elise Fryml, Matthew B. Lanktree

Bibliographic record

VenueJournal of the American Society of Nephrology · 2023
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicDNA Repair Mechanisms
Canadian institutionsMcMaster UniversityPopulation Health Research InstituteUniversity of British Columbia
Fundersnot available
KeywordsPKD1MosaicGeneticsGeneBiologyMedicineComputational biologyHistoryKidney

Abstract

fetched live from OpenAlex

Introduction: A rare overlap of tuberous sclerosis complex (TSC) and autosomal dominant polycystic kidney disease (ADPKD) can occur when large deletions impact the adjacent TSC2 and PKD1 genes, leading to TSC2/PKD1 contiguous gene deletion syndrome. We present a case of TSC2-PKD1 contiguous gene deletion syndrome with somatic mosaicism where initial genetic testing did not identify a pathogenic variant. Case Description: A 21-year-old female patient was referred to the McMaster Kidney Genetics Clinic with clinical features consistent with TSC, including childhood epilepsy, multiple bilateral brain tubers, angiofibromas, ash leaf lesions, and bilateral kidney cysts. There was no family history of TSC or PKD. In childhood, she was diagnosed with bilateral renal angiomyolipomas (AMLs) on ultrasound. Her most recent creatinine was 0.75 mg/dL with eGFR of 117 ml/min/1.73m2. Magnetic resonance imaging of the kidneys at age 18 revealed numerous bilateral kidney cysts including complex heterogenous cysts in an atypical lopsided distribution (Mayo class 2) but no evidence of fat containing AML. Clinical genetic testing with capillary sequencing and multiplex ligation-dependent probe amplification (MLPA) for PKD1, PKD2, TSC1, and TSC2 did not identify a responsible pathogenic variant. A follow up cystic kidney disease gene panel was arranged which identified a deletion spanning exons 15-46 of PKD1 and exons 32-42 of TSC2 predicted to be in 35% of the patient's circulating white blood cells, suggesting somatic mosaicism and a diagnosis of TSC2-PKD1 contiguous gene deletion syndrome. Discussion: Through unexpectedly low read depths, next generation sequencing gene panels can identify deletions. However, detection of somatic mosaicism can be challenging as the variant allele frequency can be above the expected 50% for a heterozygous deletion. Patients with somatic variants may present atypically with more subtle phenotypic features than patients with classical pathogenetic variants. Patients with TSC can have small kidney cysts, though their phenotype should be quite clinically distinct from ADPKD. Our case demonstrates an example of mosaic TSC2-PKD1 contiguous gene deletion syndrome and the improved sensitivity for somatic genetic variants with gene panel sequencing over traditional capillary sequencing and MLPA.

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)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.004
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0020.002
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0040.002
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 head0.013
GPT teacher head0.259
Teacher spread0.246 · 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 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

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueJournal of the American Society of Nephrology→Same topicDNA Repair Mechanisms→French-language works237,207→