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

TCGA-44-3398-01A-01R-1107-07

· cohortA1

ca80325b-a1cb-53cd-b865-797983c95158

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
cohortA1
subtype
cohortA1
age_years
77

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+0.480
  • ALLOGRAFT_REJECTION+0.420
  • KRAS_SIGNALING_UP+0.420
  • ANGIOGENESIS+0.390
  • COAGULATION+0.380
  • IL6_JAK_STAT3_SIGNALING+0.380
  • INFLAMMATORY_RESPONSE+0.370
  • COMPLEMENT+0.350
  • OXIDATIVE_PHOSPHORYLATION+0.340
  • HYPOXIA+0.320

Top 10 suppressed

  • MYC_TARGETS_V2-0.620
  • G2M_CHECKPOINT-0.580
  • E2F_TARGETS-0.550
  • MITOTIC_SPINDLE-0.550
  • WNT_BETA_CATENIN_SIGNALING-0.510
  • HEDGEHOG_SIGNALING-0.250
  • MYC_TARGETS_V1-0.220
  • SPERMATOGENESIS-0.220
  • APICAL_SURFACE-0.190
  • UNFOLDED_PROTEIN_RESPONSE-0.190

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-67-3772-01A-01R-0946-07
lung-landscapes@6
cohortA10.921
2TCGA-97-8177-01A-11R-2287-07
lung-landscapes@6
cohortA10.899
3TCGA-50-5045-01A-01R-1628-07
lung-landscapes@6
cohortA10.875
4SRR8518396
breast-umap@18
A0.872
5185b401a-bdc4-46b9-b2a5-7a66938f28f2
colon-landscapes@1
0.856
6MDT-AP-2181
medullo-epn-umap@date-based
MedMedulloblastoma0.855
7TCGA-DQ-5630-01A-01R-1873-07
head-neck@1
0.853
8TCGA-67-3773-01A-01R-0946-07
lung-landscapes@6
cohortA10.849
9SRR8518286
breast-umap@18
F0.848
10TCGA-49-4501-01A-01R-1206-07
lung-landscapes@6
cohortA10.843

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.480Inavolisib— uncovered
ALLOGRAFT_REJECTION0.420Idelalisib— uncovered
KRAS_SIGNALING_UP0.420Inavolisib— uncovered
ANGIOGENESIS0.390Remibrutinib— uncovered
COAGULATION0.380Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.380Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.370Idelalisib— uncovered
COMPLEMENT0.350Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.340Remibrutinib— uncovered
HYPOXIA0.320Idelalisib— uncovered
PANCREAS_BETA_CELLS0.310Cobimetinib— uncovered
IL2_STAT5_SIGNALING0.270Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.270Idelalisib— uncovered
PROTEIN_SECRETION0.260Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.260Inavolisib— uncovered
BILE_ACID_METABOLISM0.250Inavolisib— uncovered
FATTY_ACID_METABOLISM0.240Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.240Inavolisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
APOPTOSIS0.180Idelalisib— uncovered