Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

MNG523

024ab8d8-2ea5-509e-9402-730dd0da599e

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.555
  • ALLOGRAFT_REJECTION+0.522
  • INTERFERON_GAMMA_RESPONSE+0.498
  • IL6_JAK_STAT3_SIGNALING+0.441
  • INTERFERON_ALPHA_RESPONSE+0.426
  • INFLAMMATORY_RESPONSE+0.413
  • ANGIOGENESIS+0.366
  • COMPLEMENT+0.351
  • MYOGENESIS+0.319
  • WNT_BETA_CATENIN_SIGNALING+0.313

Top 10 suppressed

  • MYC_TARGETS_V2-0.296
  • OXIDATIVE_PHOSPHORYLATION-0.282
  • CHOLESTEROL_HOMEOSTASIS-0.258
  • ESTROGEN_RESPONSE_EARLY-0.223
  • SPERMATOGENESIS-0.183
  • BILE_ACID_METABOLISM-0.173
  • MYC_TARGETS_V1-0.162
  • MTORC1_SIGNALING-0.121
  • ESTROGEN_RESPONSE_LATE-0.092
  • HEME_METABOLISM-0.069

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-FD-A3B8-01A-31R-A20F-07
bladder-landscape@3
0.873
2MDT-AP-0390
medullo-epn-umap@date-based
MedMedulloblastoma0.871
3TCGA-GV-A3QG-01A-11R-A220-07
bladder-landscape@3
0.868
4BSR_10_0229_A4_S93
breast-umap@18
D0.856
5TCGA-OR-A5J8-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.855
6c55bb20b-c929-42e2-be7f-8b1da7bee953
melanoma-umap@29
0.853
7SAMN03290911
melanoma-umap@29
0.853
8R187
bladder-landscape@3
0.852
9TCGA-MP-A4TI-01A-21R-A24X-07
lung-landscapes@6
cohortA10.852
10TCGA-CV-7090-01A-11R-2016-07
head-neck@1
0.843

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 31 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.555Inavolisib— uncovered
ALLOGRAFT_REJECTION0.522Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.498Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.441Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.426Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.413Idelalisib— uncovered
ANGIOGENESIS0.366Remibrutinib— uncovered
COMPLEMENT0.351Inavolisib— uncovered
MYOGENESIS0.319Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.313Inavolisib— uncovered
COAGULATION0.294Binimetinib— uncovered
KRAS_SIGNALING_UP0.259Inavolisib— uncovered
UV_RESPONSE_DN0.242Inavolisib— uncovered
IL2_STAT5_SIGNALING0.212Idelalisib— uncovered
G2M_CHECKPOINT0.207Inavolisib— uncovered
MITOTIC_SPINDLE0.165Inavolisib— uncovered
TGF_BETA_SIGNALING0.163Inavolisib— uncovered
APICAL_SURFACE0.162Temsirolimus— uncovered
PI3K_AKT_MTOR_SIGNALING0.158Inavolisib— uncovered
APICAL_JUNCTION0.155Inavolisib— uncovered