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

TCGA-CF-A7I0-01A-22R-A352-07

71730b51-deb7-5e57-a496-43fac46adf2a

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
12.08935611
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

  • MYOGENESIS+0.310
  • KRAS_SIGNALING_DN+0.270
  • WNT_BETA_CATENIN_SIGNALING+0.250
  • HEDGEHOG_SIGNALING+0.200
  • PANCREAS_BETA_CELLS+0.200
  • ANGIOGENESIS+0.190
  • ESTROGEN_RESPONSE_EARLY+0.130
  • KRAS_SIGNALING_UP+0.130
  • ESTROGEN_RESPONSE_LATE+0.120
  • BILE_ACID_METABOLISM+0.110

Top 10 suppressed

  • E2F_TARGETS-0.590
  • G2M_CHECKPOINT-0.590
  • INTERFERON_ALPHA_RESPONSE-0.570
  • PROTEIN_SECRETION-0.530
  • MYC_TARGETS_V1-0.490
  • MYC_TARGETS_V2-0.490
  • UNFOLDED_PROTEIN_RESPONSE-0.490
  • MITOTIC_SPINDLE-0.480
  • MTORC1_SIGNALING-0.480
  • INTERFERON_GAMMA_RESPONSE-0.470

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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1SJEPD001526_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.942
2TCGA-XF-A9SH-01A-11R-A39I-07
bladder-landscape@3
0.921
3SRR1500868
brain-umap@2
GTEX0.912
4MNG768
mng-umap@100
0.910
5TCGA-W8-A86G-01A-21R-A36F-07
breast-umap@18
A0.909
6BS_3T6X4BPC
brain-umap@2
DNET0.909
7TCGA-DK-A3IK-01A-32R-A21D-07
bladder-landscape@3
0.908
8SRR1477080
brain-umap@2
GTEX0.907
9SRR1388378
brain-umap@2
GTEX0.906
10SRR1331751
brain-umap@2
GTEX0.904

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYOGENESIS0.310Inavolisib— uncovered
KRAS_SIGNALING_DN0.270Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.250Inavolisib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
ANGIOGENESIS0.190Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.130Inavolisib— uncovered
KRAS_SIGNALING_UP0.130Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.120Idelalisib— uncovered
BILE_ACID_METABOLISM0.110Inavolisib— uncovered
COAGULATION0.110Binimetinib— uncovered
APICAL_SURFACE0.070Temsirolimus— uncovered
XENOBIOTIC_METABOLISM0.070Inavolisib— uncovered
FATTY_ACID_METABOLISM0.050Inavolisib— uncovered
NOTCH_SIGNALING0.030Inavolisib— uncovered
P53_PATHWAY0.010Idelalisib— uncovered