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

TCGA-CR-6481-01A-11R-1873-07

7651d7f0-e2aa-5bf7-81fe-f4563c7ebfcc

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
sex
male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ALLOGRAFT_REJECTION+0.560
  • IL6_JAK_STAT3_SIGNALING+0.400
  • INTERFERON_GAMMA_RESPONSE+0.390
  • COMPLEMENT+0.380
  • INFLAMMATORY_RESPONSE+0.360
  • IL2_STAT5_SIGNALING+0.330
  • E2F_TARGETS+0.310
  • G2M_CHECKPOINT+0.260
  • KRAS_SIGNALING_UP+0.260
  • PI3K_AKT_MTOR_SIGNALING+0.250

Top 10 suppressed

  • MYC_TARGETS_V2-0.370
  • MYOGENESIS-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.250
  • DNA_REPAIR-0.200
  • UNFOLDED_PROTEIN_RESPONSE-0.150
  • MYC_TARGETS_V1-0.140
  • TNFA_SIGNALING_VIA_NFKB-0.140
  • PANCREAS_BETA_CELLS-0.110
  • TGF_BETA_SIGNALING-0.110
  • P53_PATHWAY-0.090

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-AR-A0TX-01A-11R-A084-07
breast-umap@18
C0.819
2SAMN03290947
melanoma-umap@29
0.787
3b4fd9abd-cb2a-4d1b-abb2-8e2796d009cc
melanoma-umap@29
0.771
4TCGA-D8-A1JG-01B-11R-A13Q-07
breast-umap@18
C0.771
5MNG623
mng-umap@100
0.757
6TCGA-BH-A0BW-01A-11R-A115-07
breast-umap@18
D0.755
7TCGA-E2-A159-01A-11R-A115-07
breast-umap@18
C0.743
820020049.LumB
breast-umap@18
D0.739
920110002.Her2HRneg
breast-umap@18
D0.738
10TCGA-E9-A243-01A-21R-A169-07
breast-umap@18
D0.736

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.560Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.390Idelalisib— uncovered
COMPLEMENT0.380Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.360Idelalisib— uncovered
IL2_STAT5_SIGNALING0.330Idelalisib— uncovered
E2F_TARGETS0.310Inavolisib— uncovered
G2M_CHECKPOINT0.260Inavolisib— uncovered
KRAS_SIGNALING_UP0.260Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.250Inavolisib— uncovered
HEDGEHOG_SIGNALING0.240Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.220Inavolisib— uncovered
ANDROGEN_RESPONSE0.190Inavolisib— uncovered
PROTEIN_SECRETION0.190Remibrutinib— uncovered
HEME_METABOLISM0.160Temsirolimus— uncovered
MITOTIC_SPINDLE0.160Inavolisib— uncovered
MTORC1_SIGNALING0.160Inavolisib— uncovered
PEROXISOME0.150Idelalisib— uncovered
SPERMATOGENESIS0.150Inavolisib— uncovered
APICAL_SURFACE0.140Temsirolimus— uncovered