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

TCGA-55-6983-01A-11R-1949-07

· cohortA3

4500dcb4-3659-5f56-8a16-9d1929c528a2

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
cohortA3
subtype
cohortA3
age_years
81

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PANCREAS_BETA_CELLS+0.510
  • TGF_BETA_SIGNALING+0.350
  • KRAS_SIGNALING_UP+0.320
  • ALLOGRAFT_REJECTION+0.270
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.270
  • HEDGEHOG_SIGNALING+0.250
  • ANGIOGENESIS+0.240
  • COAGULATION+0.190
  • ESTROGEN_RESPONSE_EARLY+0.190
  • MYOGENESIS+0.190

Top 10 suppressed

  • E2F_TARGETS-0.630
  • G2M_CHECKPOINT-0.560
  • MYC_TARGETS_V2-0.500
  • MITOTIC_SPINDLE-0.400
  • DNA_REPAIR-0.390
  • MYC_TARGETS_V1-0.370
  • INTERFERON_ALPHA_RESPONSE-0.310
  • MTORC1_SIGNALING-0.300
  • CHOLESTEROL_HOMEOSTASIS-0.210
  • SPERMATOGENESIS-0.210

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-55-8207-01A-11R-2241-07
lung-landscapes@6
cohortA10.851
2TCGA-A7-A5ZW-01A-12R-A29R-07
breast-umap@18
A0.844
3TCGA-G2-A2EC-01A-11R-A180-07
bladder-landscape@3
0.835
420030069.LumA
breast-umap@18
A0.832
5C3L-03463
lung-landscapes@6
cohortA30.830
6TCGA-CN-6019-01A-11R-1686-07
head-neck@1
0.828
7TCGA-93-7348-01A-21R-2039-07
lung-landscapes@6
cohortA10.824
8X1ecc3a65.9882.4182.bb55.887a9bb9fc6a
lung-landscapes@6
cohortMD20.822
9SRR8613790
breast-umap@18
A0.814
10TCGA-H4-A2HO-01A-11R-A180-07
bladder-landscape@3
0.811

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.510Cobimetinib— uncovered
TGF_BETA_SIGNALING0.350Inavolisib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
ALLOGRAFT_REJECTION0.270Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.270Inavolisib— uncovered
HEDGEHOG_SIGNALING0.250Inavolisib— uncovered
ANGIOGENESIS0.240Remibrutinib— uncovered
COAGULATION0.190Binimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.190Inavolisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
COMPLEMENT0.160Inavolisib— uncovered
HEME_METABOLISM0.130Temsirolimus— uncovered
TNFA_SIGNALING_VIA_NFKB0.130Inavolisib— uncovered
BILE_ACID_METABOLISM0.120Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.110Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.110Inavolisib— uncovered
IL2_STAT5_SIGNALING0.070Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.070Idelalisib— uncovered
NOTCH_SIGNALING0.070Inavolisib— uncovered
PEROXISOME0.070Idelalisib— uncovered