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

X0e8b5ba7.3bee.4627.a8b6.f94263f78e3e

· cohortMD2

9fe1c7dc-6cfe-5adc-903c-1981f6c0c2a1

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
cohortMD2
subtype
cohortMD2
age_years
52

GSVA pathway preview (0 Hallmark scores)

MeasuredDerivedReference

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

No GSVA scores available for this sample.

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-AQ-A7U7-01A-22R-A352-07
breast-umap@18
D0.950
2TCGA-93-A4JQ-01A-11R-A24X-07
lung-landscapes@6
cohortA10.927
3SRR8942969
bladder-landscape@3
0.923
4SRR33346956
bladder-landscape@3
0.911
5SRR12202445
bladder-landscape@3
0.901
6TCGA-MP-A4T4-01A-11R-A262-07
lung-landscapes@6
cohortA10.897
7AUR-AE6X-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.894
8MBCProject_0375_T1_B_RNA
breast-umap@18
D0.893
9SRR12202486
bladder-landscape@3
0.891
10C3N-03233
lung-landscapes@6
cohortA10.886

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.510Inavolisib— uncovered
ALLOGRAFT_REJECTION0.480Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.470Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.400Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.370Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.350Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.280Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.250Inavolisib— uncovered
COMPLEMENT0.230Inavolisib— uncovered
MYOGENESIS0.230Inavolisib— uncovered
HEDGEHOG_SIGNALING0.220Inavolisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
KRAS_SIGNALING_UP0.150Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
UV_RESPONSE_DN0.060Inavolisib— uncovered
COAGULATION0.040Binimetinib— uncovered
ANGIOGENESIS0.030Remibrutinib— uncovered
APICAL_SURFACE0.030Temsirolimus— uncovered
TGF_BETA_SIGNALING0.030Inavolisib— uncovered
APOPTOSIS0.020Idelalisib— uncovered