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

DRR168509

6f291c68-f54a-55e9-b3da-c605c40c3461

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
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_GAMMA_RESPONSE+0.620
  • INFLAMMATORY_RESPONSE+0.610
  • TNFA_SIGNALING_VIA_NFKB+0.590
  • IL6_JAK_STAT3_SIGNALING+0.570
  • INTERFERON_ALPHA_RESPONSE+0.570
  • ALLOGRAFT_REJECTION+0.560
  • COMPLEMENT+0.440
  • KRAS_SIGNALING_UP+0.430
  • IL2_STAT5_SIGNALING+0.360
  • TGF_BETA_SIGNALING+0.260

Top 10 suppressed

  • MYC_TARGETS_V2-0.610
  • E2F_TARGETS-0.500
  • MYC_TARGETS_V1-0.480
  • UNFOLDED_PROTEIN_RESPONSE-0.420
  • G2M_CHECKPOINT-0.390
  • OXIDATIVE_PHOSPHORYLATION-0.390
  • DNA_REPAIR-0.380
  • MITOTIC_SPINDLE-0.290
  • PEROXISOME-0.250
  • ADIPOGENESIS-0.220

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1f26d1599-6e75-4c0d-8b40-c7e45fe9da76
melanoma-umap@29
0.911
2BS_02NZT8CE
brain-umap@2
low-grade glioma0.900
36dfa748c-af43-469f-a98b-8472a4132739
melanoma-umap@29
0.897
4TCGA-MP-A4TJ-01A-51R-A262-07
lung-landscapes@6
cohortA10.897
52d12ea90-c4f4-4aca-b353-360057b446e2
melanoma-umap@29
0.894
6BS_CS170P7T
brain-umap@2
pilocytic astrocytoma0.887
7TCGA-AC-A2FB-01A-11R-A17B-07
breast-umap@18
A0.886
8SJBT031351_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.885
998e49cc4-1040-4291-b975-da3e8fc3ddfc
melanoma-umap@29
0.881
10TCGA-97-7553-01A-21R-2039-07
lung-landscapes@6
cohortA10.876

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
INTERFERON_GAMMA_RESPONSE0.620Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.610Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.590Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.570Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.570Inavolisib— uncovered
ALLOGRAFT_REJECTION0.560Idelalisib— uncovered
COMPLEMENT0.440Inavolisib— uncovered
KRAS_SIGNALING_UP0.430Inavolisib— uncovered
IL2_STAT5_SIGNALING0.360Idelalisib— uncovered
TGF_BETA_SIGNALING0.260Inavolisib— uncovered
COAGULATION0.250Binimetinib— uncovered
KRAS_SIGNALING_DN0.240Remibrutinib— uncovered
UV_RESPONSE_DN0.210Inavolisib— uncovered
APOPTOSIS0.180Idelalisib— uncovered
HYPOXIA0.170Idelalisib— uncovered
NOTCH_SIGNALING0.130Inavolisib— uncovered
BILE_ACID_METABOLISM0.110Inavolisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
PROTEIN_SECRETION0.100Remibrutinib— uncovered
HEME_METABOLISM0.090Temsirolimus— uncovered