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

ULC0085T_S41

· cohortA1

ab73ba4e-5bbf-529c-8701-cd948f7a780e

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.490
  • ALLOGRAFT_REJECTION+0.480
  • ANGIOGENESIS+0.410
  • E2F_TARGETS+0.410
  • G2M_CHECKPOINT+0.390
  • IL6_JAK_STAT3_SIGNALING+0.370
  • INFLAMMATORY_RESPONSE+0.320
  • INTERFERON_GAMMA_RESPONSE+0.290
  • SPERMATOGENESIS+0.240
  • KRAS_SIGNALING_DN+0.220

Top 10 suppressed

  • PROTEIN_SECRETION-0.540
  • CHOLESTEROL_HOMEOSTASIS-0.480
  • ADIPOGENESIS-0.450
  • OXIDATIVE_PHOSPHORYLATION-0.450
  • FATTY_ACID_METABOLISM-0.420
  • PEROXISOME-0.420
  • ANDROGEN_RESPONSE-0.390
  • HEME_METABOLISM-0.350
  • MTORC1_SIGNALING-0.320
  • ESTROGEN_RESPONSE_EARLY-0.310

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1DRR168603
bladder-landscape@3
0.847
2TCGA-EW-A3U0-01A-11R-A22K-07
breast-umap@18
D0.828
3MDT-AP-0374
medullo-epn-umap@date-based
MedMedulloblastoma0.826
4SRR23303766
bladder-landscape@3
0.818
5GSM5359446
bladder-landscape@3
0.818
6TCGA-49-AAR3-01A-11R-A41B-07
lung-landscapes@6
cohortA10.814
7BS_PGHK1JRW
brain-umap@2
ATRT0.806
8MNG1096
mng-umap@100
0.789
9MNG1010
mng-umap@100
0.784
10MBCProject_0582_T1_RNA
breast-umap@18
D0.777

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.490Inavolisib— uncovered
ALLOGRAFT_REJECTION0.480Idelalisib— uncovered
ANGIOGENESIS0.410Remibrutinib— uncovered
E2F_TARGETS0.410Inavolisib— uncovered
G2M_CHECKPOINT0.390Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.370Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.320Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.290Idelalisib— uncovered
SPERMATOGENESIS0.240Inavolisib— uncovered
KRAS_SIGNALING_DN0.220Remibrutinib— uncovered
MYOGENESIS0.210Inavolisib— uncovered
KRAS_SIGNALING_UP0.190Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.190Inavolisib— uncovered
APICAL_SURFACE0.180Temsirolimus— uncovered
COMPLEMENT0.150Inavolisib— uncovered
APICAL_JUNCTION0.140Inavolisib— uncovered
PANCREAS_BETA_CELLS0.130Cobimetinib— uncovered
INTERFERON_ALPHA_RESPONSE0.120Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.090Inavolisib— uncovered
IL2_STAT5_SIGNALING0.080Idelalisib— uncovered