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

TCGA-96-7545-01A-21R-2045-07

· cohortSQ2

d4fa9f3e-9880-5e49-93bc-5c9243b0520e

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
cohortSQ2
subtype
cohortSQ2
age_years
73

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • UV_RESPONSE_DN+0.390
  • ANDROGEN_RESPONSE+0.380
  • IL2_STAT5_SIGNALING+0.360
  • ESTROGEN_RESPONSE_EARLY+0.350
  • PROTEIN_SECRETION+0.350
  • TGF_BETA_SIGNALING+0.340
  • APICAL_SURFACE+0.320
  • HEDGEHOG_SIGNALING+0.320
  • INFLAMMATORY_RESPONSE+0.310
  • KRAS_SIGNALING_UP+0.310

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.370
  • DNA_REPAIR-0.300
  • MYC_TARGETS_V2-0.220
  • INTERFERON_GAMMA_RESPONSE-0.150
  • E2F_TARGETS-0.140
  • G2M_CHECKPOINT-0.080
  • PANCREAS_BETA_CELLS-0.030
  • GLYCOLYSIS-0.010
  • SPERMATOGENESIS-0.010
  • NOTCH_SIGNALING+0.010

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-77-7338-01A-11R-2045-07
lung-landscapes@6
cohortSQ20.819
2MNG1059
mng-umap@100
0.814
3TCGA-CN-4729-01A-01R-1436-07
head-neck@1
0.795
4MBCProject_4232_T1_RNA
breast-umap@18
A0.792
5D65697C7-2DA7-43BA-ABE2-50CB08B0D126
brain-umap@2
0.791
6MNG967
mng-umap@100
0.791
7TCGA-BA-5557-01A-01R-1514-07
head-neck@1
0.790
8106E2A94-0366-4D5E-894F-41117C78E18C
brain-umap@2
0.783
9ULC1700T_S19
lung-landscapes@6
cohortMD20.776
10MNG1023
mng-umap@100
0.767

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 41 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
UV_RESPONSE_DN0.390Inavolisib— uncovered
ANDROGEN_RESPONSE0.380Inavolisib— uncovered
IL2_STAT5_SIGNALING0.360Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.350Inavolisib— uncovered
PROTEIN_SECRETION0.350Remibrutinib— uncovered
TGF_BETA_SIGNALING0.340Inavolisib— uncovered
APICAL_SURFACE0.320Temsirolimus— uncovered
HEDGEHOG_SIGNALING0.320Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.310Idelalisib— uncovered
KRAS_SIGNALING_UP0.310Inavolisib— uncovered
HYPOXIA0.300Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.290Inavolisib— uncovered
BILE_ACID_METABOLISM0.270Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.270Idelalisib— uncovered
MTORC1_SIGNALING0.270Inavolisib— uncovered
HEME_METABOLISM0.240Temsirolimus— uncovered
ALLOGRAFT_REJECTION0.220Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.220Inavolisib— uncovered
MYC_TARGETS_V10.220Inavolisib— uncovered
COAGULATION0.210Binimetinib— uncovered