X-Linked Recessive Variants in X-Prolyl Aminopeptidase 2 (XPNPEP2) as a Potential New Cause of Nephrotic Syndrome
Bibliographic record
Abstract
Background: Steroid-resistant nephrotic syndrome (SRNS) is the second most frequent cause of chronic kidney disease in children and young adults. Major insights into its pathogenesis came from the discovery of ˜68 monogenic causes, contributing to ˜11-30% of SRNS with onset <25 years of age. However, a significant proportion remains without a genetic diagnosis. Methods: To identify novel potential monogenic causes of SRNS, we performed whole-exome sequencing (WES) in a worldwide cohort of individuals with SRNS from 1,285 different families. We evaluated potential pathogenicity of bi-allelic hemizygous genetic variants by in-silico prediction scores, evolutionary conservation, and allele frequency in public genome sequencing databases. Results: We discovered, 3 different X-linked recessive, likely deleterious variants in XPNPEP2 (X-Prolyl Aminopeptidase 2) in unrelated male individuals. Individual A4966_21 had missense variant: c.346C>T, p.(Arg116Cys), which changes an arginine residue as part of a highly conserved DXRY motif that is important for the enzyme activity. This variant is deemed as likely disease-causing by SIFT, MutTaster, and PolyPhen2 prediction programs. Individual A222_21 had a nonsense variant c.670C>T, p.(Arg224*). Individual D_10382_21 had an obligatory splice variant c.1107+1G>A. The ages of SRNS onset were 3, 15, and 2-year-old, respectively. All variants were absent hemizygously from the gnomAD database. No extra-renal manifestations were reported. Upon renal biopsy, individuals A4966_21 and D_10382_21 both showed focal segmental glomerulosclerosis, and A222_21 showed membranoproliferative glomerulonephritis. XPNPEP2 encodes a membrane-bound isoform of aminopeptidase P (APP2), a widely distributed hydrolase that cleaves N-terminal imido bonds. One of the substrates for APP2 is Bradykinin (BK). We consider XPNPEP2 a candidate gene for SRNS/FSGS because BK has been shown to play a role in the pathogenesis of FSGS, operating through B1 receptor signaling in a mouse model (Pereira Kidney Int. 79:1217, 2011). Conclusions: By WES, we identify X-linked recessive variants in the gene XPNPEP2 in 3 affected individuals, as a potential novel monogenic cause of SRNS. Funding: Other NIH Support - 5R01DK068306-18
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".