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

be971158-ffec-4142-afc3-4ea3164fa86c

04a5a53f-1464-5ff4-977a-a54080c34211

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
age_years
63

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.550
  • G2M_CHECKPOINT+0.530
  • E2F_TARGETS+0.500
  • MYC_TARGETS_V1+0.490
  • WNT_BETA_CATENIN_SIGNALING+0.320
  • MITOTIC_SPINDLE+0.310
  • OXIDATIVE_PHOSPHORYLATION+0.290
  • ESTROGEN_RESPONSE_LATE+0.250
  • MTORC1_SIGNALING+0.250
  • SPERMATOGENESIS+0.240

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • ALLOGRAFT_REJECTION-0.380
  • COMPLEMENT-0.360
  • INFLAMMATORY_RESPONSE-0.350
  • COAGULATION-0.330
  • MYOGENESIS-0.330
  • INTERFERON_GAMMA_RESPONSE-0.320
  • TNFA_SIGNALING_VIA_NFKB-0.320
  • ANGIOGENESIS-0.300
  • KRAS_SIGNALING_UP-0.300

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
1C3N-04155
lung-landscapes@6
cohortSQ20.903
2TCGA-22-5477-01A-01R-1635-07
lung-landscapes@6
cohortSQ20.886
3TCGA-70-6723-01A-11R-1820-07
lung-landscapes@6
cohortSQ20.883
4TCGA-94-A5I4-01A-11R-A26W-07
lung-landscapes@6
cohortSQ20.878
55d2d4263-d17d-424f-9c82-bf665306d71f
colon-landscapes@1
0.877
6TCGA-MF-A522-01A-11R-A262-07
lung-landscapes@6
cohortSQ20.874
7TCGA-33-4538-01A-01R-1201-07
lung-landscapes@6
cohortSQ20.874
8e235012b-4b29-478a-abad-6a70cd949cfa
colon-landscapes@1
0.872
9C3N-01411
lung-landscapes@6
cohortSQ20.868
10E3A67B7B-7427-4C11-912B-166451072767
brain-umap@2
0.867

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.550Idelalisib— uncovered
G2M_CHECKPOINT0.530Inavolisib— uncovered
E2F_TARGETS0.500Inavolisib— uncovered
MYC_TARGETS_V10.490Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.320Inavolisib— uncovered
MITOTIC_SPINDLE0.310Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.290Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.250Idelalisib— uncovered
MTORC1_SIGNALING0.250Inavolisib— uncovered
SPERMATOGENESIS0.240Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.240Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.190Inavolisib— uncovered
HEDGEHOG_SIGNALING0.170Inavolisib— uncovered
NOTCH_SIGNALING0.140Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.130Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.120Remibrutinib— uncovered
DNA_REPAIR0.120Idelalisib— uncovered
PANCREAS_BETA_CELLS0.080Cobimetinib— uncovered
XENOBIOTIC_METABOLISM0.080Inavolisib— uncovered
P53_PATHWAY0.060Idelalisib— uncovered