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

C3N-00549

· cohortMD1

d1c039e3-34f3-5d28-8312-8444b23c8c64

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
cohortMD1
subtype
cohortMD1
age_years
58.59548255

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • UNFOLDED_PROTEIN_RESPONSE+0.400
  • E2F_TARGETS+0.390
  • MYC_TARGETS_V2+0.380
  • WNT_BETA_CATENIN_SIGNALING+0.380
  • MYC_TARGETS_V1+0.340
  • G2M_CHECKPOINT+0.330
  • PANCREAS_BETA_CELLS+0.320
  • SPERMATOGENESIS+0.230
  • DNA_REPAIR+0.220
  • MTORC1_SIGNALING+0.050

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.720
  • INTERFERON_GAMMA_RESPONSE-0.660
  • ALLOGRAFT_REJECTION-0.570
  • IL6_JAK_STAT3_SIGNALING-0.570
  • INFLAMMATORY_RESPONSE-0.530
  • TNFA_SIGNALING_VIA_NFKB-0.510
  • IL2_STAT5_SIGNALING-0.440
  • COMPLEMENT-0.430
  • NOTCH_SIGNALING-0.420
  • APICAL_SURFACE-0.400

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.

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

#SampleCancer typeSubtypecos similarity
1ERR2278885
head-neck@1
0.934
2BS_JZRM1S3T
brain-umap@2
medulloblastoma0.933
3BS_5VQP0E6K
brain-umap@2
medulloblastoma0.931
4BS_HB03GSHF
brain-umap@2
medulloblastoma0.929
5BS_GCQFGDTX
brain-umap@2
medulloblastoma0.926
6TCGA-56-7223-01A-11R-2045-07
lung-landscapes@6
cohortMD10.925
7BS_4D9DD103
brain-umap@2
medulloblastoma0.918
8BS_BPWEFR89
brain-umap@2
medulloblastoma0.918
9SRR8518260
breast-umap@18
A0.917
10BS_YETBN0RQ
brain-umap@2
medulloblastoma0.917

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
UNFOLDED_PROTEIN_RESPONSE0.400Idelalisib— uncovered
E2F_TARGETS0.390Inavolisib— uncovered
MYC_TARGETS_V20.380Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.380Inavolisib— uncovered
MYC_TARGETS_V10.340Inavolisib— uncovered
G2M_CHECKPOINT0.330Inavolisib— uncovered
PANCREAS_BETA_CELLS0.320Cobimetinib— uncovered
SPERMATOGENESIS0.230Inavolisib— uncovered
DNA_REPAIR0.220Idelalisib— uncovered
MTORC1_SIGNALING0.050Inavolisib— uncovered