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

C3N-00199

· cohortA1

cf4ede53-237d-54e7-9535-20372eed162b

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
65.7357974

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MITOTIC_SPINDLE+0.230
  • GLYCOLYSIS+0.120
  • UV_RESPONSE_DN+0.100
  • PROTEIN_SECRETION+0.090
  • SPERMATOGENESIS+0.090
  • APICAL_SURFACE+0.080
  • NOTCH_SIGNALING+0.080
  • BILE_ACID_METABOLISM+0.060
  • HEME_METABOLISM+0.060
  • WNT_BETA_CATENIN_SIGNALING+0.060

Top 10 suppressed

  • MYC_TARGETS_V2-0.500
  • ALLOGRAFT_REJECTION-0.480
  • INFLAMMATORY_RESPONSE-0.430
  • MYC_TARGETS_V1-0.430
  • IL6_JAK_STAT3_SIGNALING-0.410
  • INTERFERON_GAMMA_RESPONSE-0.410
  • INTERFERON_ALPHA_RESPONSE-0.390
  • TNFA_SIGNALING_VIA_NFKB-0.380
  • UNFOLDED_PROTEIN_RESPONSE-0.370
  • IL2_STAT5_SIGNALING-0.330

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-A8-A09V-01A-11R-A034-07
breast-umap@18
B0.827
2MNG13
mng-umap@100
0.825
3TCGA-J2-A4AD-01A-11R-A24H-07
lung-landscapes@6
cohortA10.821
4TCGA-HD-7754-01A-11R-2081-07
head-neck@1
0.819
5SRR8518441
breast-umap@18
D0.813
6TCGA-BL-A0C8-01B-04R-A277-07
bladder-landscape@3
0.811
7TCGA-A8-A091-01A-11R-A00Z-07
breast-umap@18
B0.809
8MNG214
mng-umap@100
0.805
9TCGA-A7-A4SB-01A-21R-A266-07
breast-umap@18
B0.803
10BSR_16_0051_A2_S82
breast-umap@18
A0.796

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MITOTIC_SPINDLE0.230Inavolisib— uncovered
GLYCOLYSIS0.120Inavolisib— uncovered
UV_RESPONSE_DN0.100Inavolisib— uncovered
PROTEIN_SECRETION0.090Remibrutinib— uncovered
SPERMATOGENESIS0.090Inavolisib— uncovered
APICAL_SURFACE0.080Temsirolimus— uncovered
NOTCH_SIGNALING0.080Inavolisib— uncovered
BILE_ACID_METABOLISM0.060Inavolisib— uncovered
HEME_METABOLISM0.060Temsirolimus— uncovered
WNT_BETA_CATENIN_SIGNALING0.060Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.030Remibrutinib— uncovered
E2F_TARGETS0.020Inavolisib— uncovered
G2M_CHECKPOINT0.010Inavolisib— uncovered