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

C3L-00604

· cohortA1

30b1c9a4-13e5-519e-a8b8-bfa2e246d468

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
61.14989733

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • CHOLESTEROL_HOMEOSTASIS+0.300
  • NOTCH_SIGNALING+0.250
  • BILE_ACID_METABOLISM+0.180
  • OXIDATIVE_PHOSPHORYLATION+0.170
  • DNA_REPAIR+0.160
  • PANCREAS_BETA_CELLS+0.160
  • PEROXISOME+0.120
  • HEME_METABOLISM+0.090
  • FATTY_ACID_METABOLISM+0.080
  • KRAS_SIGNALING_DN+0.000

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.450
  • MYC_TARGETS_V2-0.420
  • HYPOXIA-0.400
  • IL6_JAK_STAT3_SIGNALING-0.400
  • MYC_TARGETS_V1-0.380
  • ALLOGRAFT_REJECTION-0.370
  • INFLAMMATORY_RESPONSE-0.340
  • INTERFERON_GAMMA_RESPONSE-0.340
  • MTORC1_SIGNALING-0.330
  • G2M_CHECKPOINT-0.320

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-37-4129-01A-01R-1100-07
lung-landscapes@6
cohortSC0.840
2MNG512
mng-umap@100
0.827
3BS_67Z63A2K
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.825
4TCGA-E2-A1B4-01A-11R-A12P-07
breast-umap@18
B0.820
5SRR4296076
lung-landscapes@6
cohortA10.806
6TCGA-BH-A0HN-01A-11R-A10U-07
breast-umap@18
B0.805
7MNG199
mng-umap@100
0.804
8TCGA-55-8087-01A-11R-2241-07
lung-landscapes@6
cohortA10.804
9SRR2700736
melanoma-umap@29
0.803
10MBCProject_0004_T1_RNA
breast-umap@18
C0.799

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.300Remibrutinib— uncovered
NOTCH_SIGNALING0.250Inavolisib— uncovered
BILE_ACID_METABOLISM0.180Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.170Remibrutinib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
PANCREAS_BETA_CELLS0.160Cobimetinib— uncovered
PEROXISOME0.120Idelalisib— uncovered
HEME_METABOLISM0.090Temsirolimus— uncovered
FATTY_ACID_METABOLISM0.080Inavolisib— uncovered