CausalSentinel

Protein Dossier — LEPR (Leptin receptor)

MR feasibility tier: A — Published pQTL-MR estimates exist for this protein (retrieved below - not computed here).

1. Published MR estimates (retrieved, not computed)

Outcome beta se p method nSNP cis/trans coloc
Childhood intelligence -0.0359 0.0122 0.00328 Wald ratio 1 cis NA
Body mass index (BMI) 0.00658 0.00232 0.00462 Wald ratio 1 cis NA
Chronic kidney disease -0.0386 0.0138 0.00528 Wald ratio 1 cis NA
Autism -0.0707 0.0271 0.00903 Wald ratio 1 cis NA
Eczema 0.0422 0.0163 0.00966 Wald ratio 1 cis NA
Birth weight -0.0088 0.00349 0.0117 Wald ratio 1 cis NA
Diagnoses - main ICD10: G47 Sleep disorders 0.0666 0.0283 0.0188 Wald ratio 1 cis NA
Diastolic blood pressure automated reading 0.00558 0.00238 0.019 Wald ratio 1 cis NA
Sleep duration -0.00411 0.00181 0.0232 Wald ratio 1 cis NA
Weight 0.0046 0.00205 0.025 Wald ratio 1 cis NA
Diagnoses - main ICD10: R10 Abdominal and pelvic pain 0.0237 0.0109 0.0302 Wald ratio 1 cis NA
Diagnoses - main ICD10: K60 Fissure and fistula of anal and rectal regions 0.0669 0.0322 0.0375 Wald ratio 1 cis NA
…and 86 more outcomes (see JSON)              

2. pQTL instrument availability (Tier-B probe)

Dataset Trait Author Year
prot-c-5400_52_3 sLeptin R Suhre K 2019

3. GWAS Catalog results — traits with signal at this locus

481 association rows across 219 traits (464 genome-wide significant rows). Associations are loci, not causal claims; the mapped gene at a locus is not necessarily the effector gene.

Trait best p lead SNP n assoc study MR status
Leptin receptor levels 1e-3146 rs10399687 26 GCST90248273 no MR -> candidate analysis
Leptin receptor levels (LEPR.5400.52.3) 3e-861 rs3790438 3 GCST90241749 no MR -> candidate analysis
C-reactive protein levels 2e-732 rs2154384 35 GCST009777 no MR -> candidate analysis
Leptin receptor, soluble levels 2e-698 rs2376018 1 GCST90426339 no MR -> candidate analysis
Blood protein levels 2e-654 rs6658330 1 GCST006585 no MR -> candidate analysis
C-reactive protein 2e-560 rs12127241 5 GCST90018950 no MR -> candidate analysis
Circulating LEPR levels 1e-311 rs2376018 3 GCST90860705 no MR -> candidate analysis
C-reactive protein levels (MTAG) 2e-310 rs12030543 21 GCST90179146 no MR -> candidate analysis
IL6ST/LEPR protein level ratio 2e-267 rs1805094 1 GCST90315165 no MR -> candidate analysis
LEPR protein levels 3e-251 rs2376018 6 GCST90469756 no MR -> candidate analysis
C-reactive protein levels (UKB data field 30710) 1e-187 rs6698653 8 GCST90468064 no MR -> candidate analysis
Protein quantitative trait loci 4e-138 rs61781308 1 GCST010900 no MR -> candidate analysis
…and 207 more traits (see JSON)          

4. Phenome map — where this gene is a genetic locus, vs. where MR exists

Top diseases by Open Targets association (of 2475 total). Associations are loci, not causal claims. The causal-status column is a four-state triage per pair: established (curated) = a curated clinical assertion exists (ClinGen/G2P/GEL/Orphanet/ClinVar — any validity level, MR adds little); exploratory rare-variant signal = ExWAS burden evidence without curation — a candidate NEW gene-disease relationship; common-variant locus = GWAS signal, classic pQTL-MR territory; multi-layer = burden+GWAS together, an allelic-series candidate (the strongest causal setup). Burden estimand is carrier-vs-noncarrier, not per-SD MR.

Disease genetic assoc. burden (ExWAS) causal status MR status
obesity due to leptin receptor gene deficiency 0.829 established (curated) no MR -> candidate analysis
type 2 diabetes mellitus 0.795 common-variant locus no MR -> candidate analysis
obesity disorder 0.552 common-variant locus no MR -> candidate analysis
diabetes mellitus 0.475 common-variant locus no MR -> candidate analysis
Abnormality of the skeletal system 0.672 common-variant locus no MR -> candidate analysis
Obesity 0.442 established (curated) MR: beta=0.00658, p=0.00462 (cis)
metabolic dysfunction-associated steatohepatitis 0.377 common-variant locus no MR -> candidate analysis
morbid obesity 0.545 common-variant locus no MR -> candidate analysis
obesity due to congenital leptin deficiency 0.438 established (curated) no MR -> candidate analysis
smoking cessation 0.46 common-variant locus no MR -> candidate analysis
Barrett esophagus 0.424 common-variant locus no MR -> candidate analysis
eye disorder 0.424 common-variant locus no MR -> candidate analysis
ovarian dysfunction 0.424 common-variant locus no MR -> candidate analysis
hereditary disease 0.318 established (curated) no MR -> candidate analysis
monogenic diabetes 0.302 established (curated) no MR -> candidate analysis

Of the 15 rows above, 14 have no MR estimate in this resource. Across all retrieved diseases for this gene: 0 exploratory rare-variant signal(s), 0 multi-layer (allelic-series candidate) pair(s). Final triage still belongs to a statistical geneticist.

5. Downstream annotation (druggability & safety preview)

Layer Result
ChEMBL druggability 2 known modulators (Leptin receptor)
gnomAD constraint pLI=5.3e-06, LOEUF=0.61 — LoF-tolerant
GWAS Catalog 184 unique SNPs / 498 rows
ClinVar 579 records; 5 pathogenic in sample of 30
PharmGKB/ClinPGx 5 clinical annotations across 4 drugs

Caveats declared by the tools

Sources

Provenance