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

TCGA-39-5040-01A-21R-2125-07

· cohortMD1

f00f6c06-2fce-5b7c-9c3c-5333c62cc682

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
cohortMD1
subtype
cohortMD1
age_years
59

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • G2M_CHECKPOINT+0.450
  • E2F_TARGETS+0.440
  • MITOTIC_SPINDLE+0.430
  • MYC_TARGETS_V2+0.350
  • MYC_TARGETS_V1+0.340
  • TGF_BETA_SIGNALING+0.250
  • UV_RESPONSE_DN+0.220
  • UNFOLDED_PROTEIN_RESPONSE+0.190
  • ANDROGEN_RESPONSE+0.140
  • PROTEIN_SECRETION+0.140

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.420
  • ALLOGRAFT_REJECTION-0.400
  • INFLAMMATORY_RESPONSE-0.360
  • INTERFERON_GAMMA_RESPONSE-0.350
  • KRAS_SIGNALING_UP-0.340
  • FATTY_ACID_METABOLISM-0.330
  • PANCREAS_BETA_CELLS-0.330
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.330
  • HEDGEHOG_SIGNALING-0.300
  • NOTCH_SIGNALING-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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-AQ-A04H-01B-11R-A10J-07
breast-umap@18
B0.857
262b39052-bdb9-4ba6-9eb0-f117480c98a8
melanoma-umap@29
0.842
3TCGA-63-A5MH-01A-12R-A27Q-07
lung-landscapes@6
cohortSQ10.837
4TCGA-AR-A0TZ-01A-12R-A084-07
breast-umap@18
B0.836
5TCGA-A2-A0T3-01A-21R-A115-07
breast-umap@18
B0.834
6TCGA-43-6143-01A-11R-1820-07
lung-landscapes@6
cohortMD10.829
7MDT-AP-0167
medullo-epn-umap@date-based
MedMedulloblastoma0.824
8MDT-AP-3297
medullo-epn-umap@date-based
MedMedulloblastoma0.824
9TCGA-78-7155-01A-11R-2039-07
lung-landscapes@6
cohortMD10.822
10MDT-AP-0138
medullo-epn-umap@date-based
MedMedulloblastoma0.820

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.450Inavolisib— uncovered
E2F_TARGETS0.440Inavolisib— uncovered
MITOTIC_SPINDLE0.430Inavolisib— uncovered
MYC_TARGETS_V20.350Idelalisib— uncovered
MYC_TARGETS_V10.340Inavolisib— uncovered
TGF_BETA_SIGNALING0.250Inavolisib— uncovered
UV_RESPONSE_DN0.220Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.190Idelalisib— uncovered
ANDROGEN_RESPONSE0.140Inavolisib— uncovered
PROTEIN_SECRETION0.140Remibrutinib— uncovered
SPERMATOGENESIS0.130Inavolisib— uncovered
DNA_REPAIR0.120Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.080Remibrutinib— uncovered
HEME_METABOLISM0.070Temsirolimus— uncovered
WNT_BETA_CATENIN_SIGNALING0.040Inavolisib— uncovered
APICAL_JUNCTION0.020Inavolisib— uncovered
UV_RESPONSE_UP0.020Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.010Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.010Inavolisib— uncovered