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

TCGA-21-1072-01A-01R-0692-07

· cohortSQ2

58035c24-ed5b-52fe-ac0c-ac65bd014e25

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
cohortSQ2
subtype
cohortSQ2
age_years
75

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V1+0.600
  • E2F_TARGETS+0.560
  • G2M_CHECKPOINT+0.540
  • MTORC1_SIGNALING+0.490
  • PROTEIN_SECRETION+0.440
  • UNFOLDED_PROTEIN_RESPONSE+0.430
  • MYC_TARGETS_V2+0.410
  • ANDROGEN_RESPONSE+0.320
  • OXIDATIVE_PHOSPHORYLATION+0.250
  • GLYCOLYSIS+0.210

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.400
  • ALLOGRAFT_REJECTION-0.350
  • COAGULATION-0.350
  • INTERFERON_GAMMA_RESPONSE-0.340
  • IL6_JAK_STAT3_SIGNALING-0.300
  • MYOGENESIS-0.280
  • KRAS_SIGNALING_UP-0.200
  • COMPLEMENT-0.190
  • KRAS_SIGNALING_DN-0.180
  • INFLAMMATORY_RESPONSE-0.170

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
1TCGA-33-4586-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.909
2MDT-AP-2956
medullo-epn-umap@date-based
MedMedulloblastoma0.897
3SRR4195653
colon-landscapes@1
0.895
4SRR6013564
lung-landscapes@6
cohortSQ20.891
5SRR25043616
head-neck@1
0.889
6TCGA-BT-A20N-01A-11R-A14Y-07
bladder-landscape@3
0.879
7TCGA-98-A538-01A-11R-A262-07
lung-landscapes@6
cohortSQ10.879
8C3L-00081
lung-landscapes@6
cohortSQ20.878
9MNG1011
mng-umap@100
0.873
10TCGA-66-2792-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.871

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.600Inavolisib— uncovered
E2F_TARGETS0.560Inavolisib— uncovered
G2M_CHECKPOINT0.540Inavolisib— uncovered
MTORC1_SIGNALING0.490Inavolisib— uncovered
PROTEIN_SECRETION0.440Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.430Idelalisib— uncovered
MYC_TARGETS_V20.410Idelalisib— uncovered
ANDROGEN_RESPONSE0.320Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.250Remibrutinib— uncovered
GLYCOLYSIS0.210Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.170Remibrutinib— uncovered
MITOTIC_SPINDLE0.170Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.170Inavolisib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
HYPOXIA0.160Idelalisib— uncovered
FATTY_ACID_METABOLISM0.130Inavolisib— uncovered
SPERMATOGENESIS0.130Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.120Inavolisib— uncovered
HEME_METABOLISM0.120Temsirolimus— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.110Inavolisib— uncovered