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

TCGA-K4-A6MB-01A-11R-A31N-07

bf9f65f7-200b-562b-9f7a-19c6b800180b

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
overall_survival_months
15.40735874
os_event
false
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

  • ANGIOGENESIS+0.220
  • G2M_CHECKPOINT+0.220
  • E2F_TARGETS+0.210
  • MITOTIC_SPINDLE+0.210
  • APICAL_SURFACE+0.140
  • ESTROGEN_RESPONSE_EARLY+0.130
  • PROTEIN_SECRETION+0.120
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.100
  • SPERMATOGENESIS+0.080
  • KRAS_SIGNALING_DN+0.070

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.680
  • INTERFERON_GAMMA_RESPONSE-0.590
  • ALLOGRAFT_REJECTION-0.520
  • IL6_JAK_STAT3_SIGNALING-0.420
  • INFLAMMATORY_RESPONSE-0.410
  • TNFA_SIGNALING_VIA_NFKB-0.390
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.380
  • HYPOXIA-0.360
  • COMPLEMENT-0.320
  • PANCREAS_BETA_CELLS-0.290

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
13bc40056-88b6-483c-8701-747eb6e851c4
colon-landscapes@1
0.835
2TCGA-A7-A4SB-01A-21R-A266-07
breast-umap@18
B0.795
3C3N-03222
lung-landscapes@6
cohortA40.792
4MBCProject_6127_T1_RNA
breast-umap@18
B0.789
5TCGA-XF-AAMX-01A-11R-A42T-07
bladder-landscape@3
0.787
6MDT-AP-1367
medullo-epn-umap@date-based
MedMedulloblastoma0.780
7TCGA-A8-A08O-01A-21R-A056-07
breast-umap@18
B0.779
83f4020bf-9f9a-479d-b3af-883c5875d84e
melanoma-umap@29
0.774
9TCGA-BH-A1EV-01A-11R-A137-07
breast-umap@18
C0.769
10TCGA-D8-A1XD-01A-11R-A14D-07
breast-umap@18
B0.764

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.220Remibrutinib— uncovered
G2M_CHECKPOINT0.220Inavolisib— uncovered
E2F_TARGETS0.210Inavolisib— uncovered
MITOTIC_SPINDLE0.210Inavolisib— uncovered
APICAL_SURFACE0.140Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.130Inavolisib— uncovered
PROTEIN_SECRETION0.120Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.100Inavolisib— uncovered
SPERMATOGENESIS0.080Inavolisib— uncovered
KRAS_SIGNALING_DN0.070Remibrutinib— uncovered
ANDROGEN_RESPONSE0.050Inavolisib— uncovered
MYOGENESIS0.050Inavolisib— uncovered
NOTCH_SIGNALING0.050Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.050Inavolisib— uncovered
ADIPOGENESIS0.030Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.020Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.020Idelalisib— uncovered
APICAL_JUNCTION0.010Inavolisib— uncovered
BILE_ACID_METABOLISM0.010Inavolisib— uncovered
PEROXISOME0.010Idelalisib— uncovered