PPARG-related familial partial lipodystrophy
diseaseOn this page
Also known as familial partial lipodystrophy associated with PPARG mutationsfamilial partial lipodystrophy type 3FPLD3lipodystrophy, familial partial, type 3PPARG-related FPLD
Summary
PPARG-related familial partial lipodystrophy (MONDO:0011448) is a disease caused by PPARG (GenCC Definitive), with 2 cohort genes.
At a glance
- Prevalence: <1 / 1 000 000 (Worldwide) [Orphanet-validated]
- Causal gene: PPARG (GenCC Definitive)
- Cohort genes: 2
- ClinVar variants: 57
- Phenotypes (HPO): 36
Clinical features
Epidemiology
Prevalence records
2 prevalence record(s), Orphanet:
| Type | Class | Value | Geography | Validation |
|---|---|---|---|---|
| Cases/families | 10 | Worldwide | Validated | |
| Point prevalence | <1 / 1 000 000 | Worldwide | Validated |
Signs & symptoms
Clinical features (HPO)
36 HPO clinical features (Orphanet curated; top 36 by frequency):
| HPO ID | Term | Frequency |
|---|---|---|
| HP:0000822 | Hypertension | Obligate (100%) |
| HP:0000855 | Insulin resistance | Obligate (100%) |
| HP:0100578 | Lipoatrophy | Obligate (100%) |
| HP:0000819 | Diabetes mellitus | Very frequent (80-99%) |
| HP:0000831 | Insulin-resistant diabetes mellitus | Very frequent (80-99%) |
| HP:0000991 | Xanthomatosis | Very frequent (80-99%) |
| HP:0002155 | Hypertriglyceridemia | Very frequent (80-99%) |
| HP:0002240 | Hepatomegaly | Very frequent (80-99%) |
| HP:0003635 | Loss of subcutaneous adipose tissue in limbs | Very frequent (80-99%) |
| HP:0008065 | Aplasia/Hypoplasia of the skin | Very frequent (80-99%) |
| HP:0000869 | Secondary amenorrhea | Frequent (30-79%) |
| HP:0000963 | Thin skin | Frequent (30-79%) |
| HP:0002621 | Atherosclerosis | Frequent (30-79%) |
| HP:0003712 | Skeletal muscle hypertrophy | Frequent (30-79%) |
| HP:0000147 | Polycystic ovaries | Occasional (5-29%) |
| HP:0000292 | Loss of facial adipose tissue | Occasional (5-29%) |
| HP:0000876 | Oligomenorrhea | Occasional (5-29%) |
| HP:0000956 | Acanthosis nigricans | Occasional (5-29%) |
| HP:0001397 | Hepatic steatosis | Occasional (5-29%) |
| HP:0001635 | Congestive heart failure | Occasional (5-29%) |
| HP:0001639 | Hypertrophic cardiomyopathy | Occasional (5-29%) |
| HP:0001677 | Coronaryartery atherosclerosis | Occasional (5-29%) |
| HP:0001733 | Pancreatitis | Occasional (5-29%) |
| HP:0001744 | Splenomegaly | Occasional (5-29%) |
| HP:0002149 | Hyperuricemia | Occasional (5-29%) |
| HP:0002230 | Generalized hirsutism | Occasional (5-29%) |
| HP:0003198 | Myopathy | Occasional (5-29%) |
| HP:0003326 | Myalgia | Occasional (5-29%) |
| HP:0003707 | Calf muscle pseudohypertrophy | Occasional (5-29%) |
| HP:0009800 | Maternal diabetes | Occasional (5-29%) |
| HP:0012084 | Abnormality of skeletal muscle fiber size | Occasional (5-29%) |
| HP:0100601 | Eclampsia | Occasional (5-29%) |
| HP:0100607 | Dysmenorrhea | Occasional (5-29%) |
| HP:0000786 | Primary amenorrhea | Very rare (<1-4%) |
| HP:0001394 | Cirrhosis | Very rare (<1-4%) |
| HP:0007457 | Prominent veins on trunk | Very rare (<1-4%) |
Identifiers
Disease identifiers
| Field | Value |
|---|---|
| Canonical name | PPARG-related familial partial lipodystrophy |
| Mondo ID | MONDO:0011448 |
| OMIM | 604367 |
| Orphanet | 79083 |
| DOID | DOID:0070204 |
| UMLS | C1720861 |
| MedGen | 328393 |
| GARD | 0012600 |
| Is cancer (heuristic) | no |
Also known as: familial partial lipodystrophy associated with PPARG mutations · familial partial lipodystrophy type 3 · FPLD3 · lipodystrophy, familial partial, type 3 · PPARG-related FPLD
Data availability: 57 ClinVar variants · 6 GenCC gene-disease records.
Disease family
Classification path: disease › human disease › disease by developmental or physiological process › metabolic disease › lipodystrophy › hereditary lipodystrophy › familial partial lipodystrophy › PPARG-related familial partial lipodystrophy
Related subtypes (9): familial partial lipodystrophy, Dunnigan type, familial partial lipodystrophy, Kobberling type, PLIN1-related familial partial lipodystrophy, CIDEC-related familial partial lipodystrophy, LIPE-related familial partial lipodystrophy, autosomal semi-dominant severe lipodystrophic laminopathy, AKT2-related familial partial lipodystrophy, lipodystrophy, familial partial, type 8, lipodystrophy, familial partial, type 9
Genetics & variants
GWAS landscape
No GWAS associations recorded — common-variant (GWAS) studies don’t cover this disease (typical for Mendelian / rare diseases). See the curated gene cohort and Mendelian overlap below.
Variant details and genetic-evidence tiers
ClinVar germline variants
57 retrieved; paginated sample, class counts are floors:
13 likely pathogenic, 13 uncertain significance, 12 pathogenic, 9 conflicting classifications of pathogenicity, 5 benign/likely benign, 3 pathogenic/likely pathogenic, 1 benign, 1 likely benign
| ClinVar | Variant (HGVS) | Gene | Classification | Review |
|---|---|---|---|---|
| 3024551 | NM_138711.6(PPARG):c.551C>T (p.Pro184Leu) | LOC114803475 | Pathogenic | no assertion criteria provided |
| 4277380 | Single allele | LOC129936169 | Pathogenic | criteria provided, single submitter |
| 1070305 | NM_138711.6(PPARG):c.362A>G (p.Tyr121Cys) | PPARG | Pathogenic/Likely pathogenic | criteria provided, multiple submitters, no conflicts |
| 1285541 | NM_138711.6(PPARG):c.530-1G>A | PPARG | Pathogenic | criteria provided, single submitter |
| 2412803 | NM_138711.6(PPARG):c.258T>G (p.Tyr86Ter) | PPARG | Pathogenic | criteria provided, single submitter |
| 3024550 | NM_138711.6(PPARG):c.443T>C (p.Leu148Pro) | PPARG | Pathogenic | no assertion criteria provided |
| 3358997 | NM_138711.6(PPARG):c.221-1G>C | PPARG | Pathogenic | criteria provided, single submitter |
| 436400 | NM_138711.6(PPARG):c.924_928del (p.Asp308fs) | PPARG | Pathogenic | criteria provided, single submitter |
| 436405 | NM_138711.6(PPARG):c.1271del (p.Pro424fs) | PPARG | Pathogenic | criteria provided, multiple submitters, no conflicts |
| 8136 | NM_138711.6(PPARG):c.1394C>T (p.Pro465Leu) | PPARG | Pathogenic/Likely pathogenic | criteria provided, multiple submitters, no conflicts |
| 8137 | NM_138711.6(PPARG):c.862G>A (p.Val288Met) | PPARG | Pathogenic | no assertion criteria provided |
| 8141 | NM_138711.6(PPARG):c.1074T>A (p.Phe358Leu) | PPARG | Pathogenic | no assertion criteria provided |
| 8142 | NM_138711.6(PPARG):c.1183C>T (p.Arg395Cys) | PPARG | Pathogenic/Likely pathogenic | criteria provided, multiple submitters, no conflicts |
| 8143 | NM_138711.6(PPARG):c.478T>A (p.Cys160Ser) | PPARG | Pathogenic | no assertion criteria provided |
| 8144 | NM_138711.6(PPARG):c.490C>T (p.Arg164Trp) | PPARG | Pathogenic | no assertion criteria provided |
| 1341522 | NM_138711.6(PPARG):c.544C>T (p.Arg182Trp) | LOC114803475 | Likely pathogenic | criteria provided, multiple submitters, no conflicts |
| 976149 | NM_138711.6(PPARG):c.614_616delinsC (p.Glu205fs) | LOC114803475 | Likely pathogenic | criteria provided, single submitter |
| 1098721 | NM_138711.6(PPARG):c.353G>A (p.Gly118Glu) | PPARG | Likely pathogenic | criteria provided, single submitter |
| 1341578 | NM_138711.6(PPARG):c.1124T>C (p.Leu375Pro) | PPARG | Likely pathogenic | criteria provided, single submitter |
| 1676242 | NM_138711.6(PPARG):c.841C>T (p.Gln281Ter) | PPARG | Likely pathogenic | criteria provided, single submitter |
| 3340491 | NM_138711.6(PPARG):c.346dup (p.Ala116fs) | PPARG | Likely pathogenic | criteria provided, single submitter |
| 436397 | NM_138711.6(PPARG):c.491G>A (p.Arg164Gln) | PPARG | Likely pathogenic | criteria provided, multiple submitters, no conflicts |
| 436398 | NM_138711.6(PPARG):c.545G>A (p.Arg182Gln) | PPARG | Likely pathogenic | criteria provided, single submitter |
| 436399 | NM_138711.6(PPARG):c.881T>C (p.Ile294Thr) | PPARG | Likely pathogenic | criteria provided, single submitter |
| 436404 | NM_138711.6(PPARG):c.1262T>C (p.Leu421Pro) | PPARG | Likely pathogenic | criteria provided, single submitter |
| 436406 | NM_138711.6(PPARG):c.380A>G (p.Glu127Gly) | PPARG | Likely pathogenic | criteria provided, single submitter |
| 976317 | NM_138711.6(PPARG):c.629G>C (p.Arg210Pro) | PPARG | Likely pathogenic | criteria provided, single submitter |
| 983029 | NM_138711.6(PPARG):c.614_615del (p.Glu205fs) | PPARG | Likely pathogenic | criteria provided, single submitter |
| 3345678 | NM_138711.6(PPARG):c.275T>C (p.Leu92Pro) | PPARG | Conflicting classifications of pathogenicity | no assertion criteria provided |
| 342920 | NM_138711.6(PPARG):c.150C>T (p.Asp50=) | PPARG | Conflicting classifications of pathogenicity | criteria provided, conflicting classifications |
Genes & proteins
Mendelian disease overlap and somatic drivers
GenCC: 7 · Orphanet: 9 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 0
GenCC gene–disease validity (cohort genes)
the Disease column is the GenCC-asserted condition — a cohort gene’s strongest validity may be for a related predisposition syndrome.
| Gene | Classification | Inheritance | Disease | Records |
|---|---|---|---|---|
| PPARG | Definitive | Autosomal dominant | PPARG-related familial partial lipodystrophy | 7 |
Orphanet rare-disease linkage (cohort genes)
| Gene | Orphanet ID | Rare disease |
|---|---|---|
| PPARG | Orphanet:146 | Differentiated thyroid carcinoma |
| PPARG | Orphanet:251576 | Gliosarcoma |
| PPARG | Orphanet:251579 | Giant cell glioblastoma |
| PPARG | Orphanet:696242 | PPARG-associated congenital generalized lipodystrophy |
| PPARG | Orphanet:79083 | PPARG-related familial partial lipodystrophy |
| BSCL2 | Orphanet:100998 | Autosomal dominant spastic paraplegia type 17 |
| BSCL2 | Orphanet:139536 | Distal hereditary motor neuropathy type 5 |
| BSCL2 | Orphanet:363400 | Progressive encephalopathy-severe neurodegeneration-lipodystrophy syndrome |
| BSCL2 | Orphanet:696289 | Congenital generalized lipodystrophy type 2 |
Cohort genes → proteins
2 cohort genes, 2 distinct canonical proteins.
Evidence partition
| Subset | Genes |
|---|---|
| multi_evidence | 2 |
Cohort genes (full)
| Symbol | HGNC | Ensembl | UniProt | Name | Evidence |
|---|---|---|---|---|---|
| PPARG | HGNC:9236 | ENSG00000132170 | P37231 | Peroxisome proliferator-activated receptor gamma | gencc,clinvar |
| BSCL2 | HGNC:15832 | ENSG00000168000 | Q96G97 | Seipin | clinvar |
Cohort function summary
Lead sentence per gene, UniProt-curated.
| Symbol | Protein name | Function (lead sentence) |
|---|---|---|
| PPARG | Peroxisome proliferator-activated receptor gamma | Ligand-activated transcription factor that forms obligate heterodimers with the retinoic acid receptor and acts as a key regulator of biological processes, such as adipocyte differentiation, lipid metabolism, glucose homeostasis and beta-o… |
| BSCL2 | Seipin | Plays a crucial role in the formation of lipid droplets (LDs) which are storage organelles at the center of lipid and energy homeostasis. |
Protein-family classification
Druggable: 1 · Difficult: 0 · Unknown: 1 · Druggable fraction: 0.5
Family distribution
Cohort families vs a genome-wide background (hypergeometric, BH-FDR; fold = observed/expected). Counts kept; sorted by enrichment, so the catch-all Other/Unknown bucket no longer leads.
| Family | Genes | Fold | FDR |
|---|---|---|---|
| Nuclear receptor | 1 | 192.9× | 0.010 |
| Other/Unknown | 1 | 0.9× | 0.805 |
Per-gene assignment
| Symbol | Family | Druggable? | EC | InterPro (top 3) |
|---|---|---|---|---|
| PPARG | Nuclear receptor | yes | Nucl_hrmn_rcpt_lig-bd, Znf_hrmn_rcpt, Nuclear_hrmn_rcpt | |
| BSCL2 | Other/Unknown | no | Seipin |
Expression context
Cohort genes with no expression data: 0.
2 cohort genes are a single-cell marker in ≥1 SCXA experiment.
Breadth distribution (Bgee present_calls)
| Bucket | Genes |
|---|---|
| narrow (1-5 tissues) | 0 |
| moderate (6-20) | 0 |
| broad (>20) | 2 |
| unknown | 0 |
Top tissues across cohort
| Tissue | Cohort genes |
|---|---|
| adipose tissue of abdominal region | 1 |
| omental fat pad | 1 |
| peritoneum | 1 |
| pituitary gland | 1 |
| primary visual cortex | 1 |
| superior frontal gyrus | 1 |
Per-gene tissue summary (top 30)
| Symbol | Bgee breadth | FANTOM5 breadth | SCXA | Top tissues |
|---|---|---|---|---|
| PPARG | 194 | ubiquitous | marker | omental fat pad, peritoneum, adipose tissue of abdominal region |
| BSCL2 | 149 | ubiquitous | marker | superior frontal gyrus, primary visual cortex, pituitary gland |
Protein interactions among cohort
Intra-cohort edges: 0.
Hub genes (top 10 by interactor count)
| Symbol | Interactor count |
|---|---|
| PPARG | 7,747 |
| BSCL2 | 1,503 |
Structural data
PDB: 2 · AlphaFold-only: 0 · No structure: 0
Cohort genes with PDB structures (top 30)
| Symbol | UniProt | PDB entries |
|---|---|---|
| PPARG | P37231 | 380 |
| BSCL2 | Q96G97 | 1 |
Function
Pathway analysis
Distinct Reactome pathways touched by cohort: 8. Enrichment computed across 2 evidence-associated genes (1 with Reactome annotation).
Pathways by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 1 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| Pathway | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| MECP2 regulates transcription factors | 1 | 2284.0× | 0.004 | PPARG |
| Transcriptional regulation of brown and beige adipocyte differentiation by EBF2 | 1 | 380.7× | 0.008 | PPARG |
| SUMOylation of intracellular receptors | 1 | 335.9× | 0.008 | PPARG |
| Nuclear Receptor transcription pathway | 1 | 200.3× | 0.009 | PPARG |
| Regulation of PTEN gene transcription | 1 | 178.4× | 0.009 | PPARG |
| Transcriptional regulation of white adipocyte differentiation | 1 | 129.8× | 0.010 | PPARG |
| PPARA activates gene expression | 1 | 94.4× | 0.012 | PPARG |
| MLL4 and MLL3 complexes regulate expression of PPARG target genes in adipogenesis and hepatic steatosis | 1 | 82.8× | 0.012 | PPARG |
GO biological processes by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 2 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| GO term | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| fat cell differentiation | 2 | 181.2× | 0.002 | PPARG, BSCL2 |
| negative regulation of connective tissue replacement involved in inflammatory response wound healing | 1 | 4213.0× | 0.004 | PPARG |
| positive regulation of adiponectin secretion | 1 | 2808.7× | 0.004 | PPARG |
| beige fat cell differentiation | 1 | 2808.7× | 0.004 | PPARG |
| negative regulation of extracellular matrix assembly | 1 | 2106.5× | 0.004 | PPARG |
| negative regulation of cellular response to transforming growth factor beta stimulus | 1 | 2106.5× | 0.004 | PPARG |
| positive regulation of lipid metabolic process | 1 | 1685.2× | 0.004 | PPARG |
| positive regulation of fatty acid metabolic process | 1 | 1685.2× | 0.004 | PPARG |
| negative regulation of mitochondrial fission | 1 | 1685.2× | 0.004 | PPARG |
| positive regulation of lipoprotein transport | 1 | 1685.2× | 0.004 | PPARG |
| negative regulation of receptor signaling pathway via STAT | 1 | 1685.2× | 0.004 | PPARG |
| negative regulation of vascular endothelial cell proliferation | 1 | 1685.2× | 0.004 | PPARG |
| positive regulation of cholesterol transport | 1 | 1203.7× | 0.005 | PPARG |
| response to lipid | 1 | 1203.7× | 0.005 | PPARG |
| negative regulation of type II interferon-mediated signaling pathway | 1 | 1053.2× | 0.005 | PPARG |
| positive regulation of vascular associated smooth muscle cell apoptotic process | 1 | 1053.2× | 0.005 | PPARG |
| negative regulation of cardiac muscle hypertrophy in response to stress | 1 | 936.2× | 0.005 | PPARG |
| negative regulation of cholesterol storage | 1 | 766.0× | 0.005 | PPARG |
| negative regulation of lipid storage | 1 | 766.0× | 0.005 | PPARG |
| peroxisome proliferator activated receptor signaling pathway | 1 | 766.0× | 0.005 | PPARG |
| regulation of cellular response to insulin stimulus | 1 | 766.0× | 0.005 | PPARG |
| negative regulation of macrophage derived foam cell differentiation | 1 | 648.1× | 0.005 | PPARG |
| long-chain fatty acid transport | 1 | 561.7× | 0.006 | PPARG |
| positive regulation of adipose tissue development | 1 | 526.6× | 0.006 | PPARG |
| intracellular receptor signaling pathway | 1 | 495.6× | 0.006 | PPARG |
| lipid droplet formation | 1 | 495.6× | 0.006 | BSCL2 |
| lipid droplet organization | 1 | 468.1× | 0.006 | BSCL2 |
| cellular response to low-density lipoprotein particle stimulus | 1 | 443.5× | 0.006 | PPARG |
| white fat cell differentiation | 1 | 421.3× | 0.006 | PPARG |
| negative regulation of lipid catabolic process | 1 | 421.3× | 0.006 | BSCL2 |
Therapeutics
Drug target analysis
Approved (phase 4): 1 · Phase ≥3: 1 · Phased (≥1): 1 · Undrugged: 1
Druggability breadth: 1 of 2 evidence-associated genes (50%) have a ChEMBL target (buckets above are over the deeply-mined display cohort).
Genes with an approved drug
The molecule shown is one approved compound that hits the gene — not necessarily a drug of choice or one indicated for this disease.
| Symbol | Example approved molecule |
|---|---|
| PPARG | METHYLENE BLUE ANHYDROUS |
Top cohort targets by molecule count
| Symbol | Molecules | Max phase |
|---|---|---|
| PPARG | 83 | 4 |
| BSCL2 | 0 | 0 |
Drugs targeting cohort genes (top 30)
| Molecule | Max phase | Targets in cohort |
|---|---|---|
| METHYLENE BLUE ANHYDROUS | 4 | PPARG |
| BENZBROMARONE | 4 | PPARG |
| BEXAROTENE | 4 | PPARG |
| PIOGLITAZONE HYDROCHLORIDE | 4 | PPARG |
| ROSIGLITAZONE MALEATE | 4 | PPARG |
| CANDESARTAN CILEXETIL | 4 | PPARG |
| TELMISARTAN | 4 | PPARG |
| RIMONABANT | 4 | PPARG |
| CEFAMANDOLE | 4 | PPARG |
| CLOBETASOL PROPIONATE | 4 | PPARG |
| ROSIGLITAZONE | 4 | PPARG |
| FULVESTRANT | 4 | PPARG |
| LIOTHYRONINE | 4 | PPARG |
| SULINDAC | 4 | PPARG |
| CEFTRIAXONE | 4 | PPARG |
| LEVOTHYROXINE | 4 | PPARG |
| CEFOTAXIME | 4 | PPARG |
| CANNABIDIOL | 4 | PPARG |
| TIPRANAVIR | 4 | PPARG |
| EFAVIRENZ | 4 | PPARG |
| PEMAFIBRATE | 4 | PPARG |
| MASOPROCOL | 4 | PPARG |
| LASOFOXIFENE | 4 | PPARG |
| ELAFIBRANOR | 4 | PPARG |
| LUMIRACOXIB | 4 | PPARG |
| TROGLITAZONE | 4 | PPARG |
| CEFTAZIDIME | 4 | PPARG |
| GEMFIBROZIL | 4 | PPARG |
| GLYBURIDE | 4 | PPARG |
| NINTEDANIB | 4 | PPARG |
Bioactivity and enzyme data
Enzyme cohort genes (≥1 EC): 0.
Cohort genes with ChEMBL bioactivity (full, sorted by assay count)
| Symbol | Assays | Type breakdown |
|---|---|---|
| PPARG | 2,033 | Binding:1593, Functional:380, ADMET:56, Toxicity:3, Unclassified:1 |
Cohort genes with high screening signal
≥100 ChEMBL assays — a studied-ness signal; see Therapeutics for approved-drug status.
| Symbol | ChEMBL assays |
|---|---|
| PPARG | 2,033 |
Pharmacogenomics
Cohort genes with a PharmGKB record: 2; with CPIC/DPWG dosing guidelines: 0.
No cohort gene has a CPIC/DPWG genotype-guided dosing guideline (PharmGKB).
Chemical tractability of cohort targets
30 approved/phased compounds have measured bioactivity against a cohort gene (and aren’t yet in disease-level trials). This is a research / tractability signal, NOT a therapeutic recommendation — a bioactivity row often reflects off-target or screening binding (e.g. promiscuous kinase inhibitors against a cohort kinase), implying no disease mechanism.
| Compound | Max phase | Cohort target (bioactivity) |
|---|---|---|
| METHYLENE BLUE ANHYDROUS | 4 | PPARG |
| BENZBROMARONE | 4 | PPARG |
| BEXAROTENE | 4 | PPARG |
| PIOGLITAZONE HYDROCHLORIDE | 4 | PPARG |
| ROSIGLITAZONE MALEATE | 4 | PPARG |
| CANDESARTAN CILEXETIL | 4 | PPARG |
| TELMISARTAN | 4 | PPARG |
| RIMONABANT | 4 | PPARG |
| CEFAMANDOLE | 4 | PPARG |
| CLOBETASOL PROPIONATE | 4 | PPARG |
| ROSIGLITAZONE | 4 | PPARG |
| FULVESTRANT | 4 | PPARG |
| LIOTHYRONINE | 4 | PPARG |
| SULINDAC | 4 | PPARG |
| CEFTRIAXONE | 4 | PPARG |
| LEVOTHYROXINE | 4 | PPARG |
| CEFOTAXIME | 4 | PPARG |
| CANNABIDIOL | 4 | PPARG |
| TIPRANAVIR | 4 | PPARG |
| EFAVIRENZ | 4 | PPARG |
| PEMAFIBRATE | 4 | PPARG |
| MASOPROCOL | 4 | PPARG |
| LASOFOXIFENE | 4 | PPARG |
| ELAFIBRANOR | 4 | PPARG |
| LUMIRACOXIB | 4 | PPARG |
| TROGLITAZONE | 4 | PPARG |
| CEFTAZIDIME | 4 | PPARG |
| GEMFIBROZIL | 4 | PPARG |
| GLYBURIDE | 4 | PPARG |
| NINTEDANIB | 4 | PPARG |
Druggability pyramid
Cohort genes binned by druggability tier (high → low):
| Tier | Definition | Genes | Symbols |
|---|---|---|---|
| A | Approved (phase 4 drug) | 1 | PPARG |
| B | Phased (≥1) drug, not yet approved | 0 | |
| C | Druggable family + PDB, no drug | 0 | |
| D | Druggable family + AlphaFold only, no drug | 0 | |
| E | Difficult family or no structure, no drug | 1 | BSCL2 |
Undrugged target profiles
1 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).
| Symbol | ChEMBL assays | Drugged partners (top 3) |
|---|---|---|
| BSCL2 | 0 | — |
Clinical trials & evidence
Clinical trials
Clinical trials: 0.