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

TCGA-44-2662-01A-01R-A278-07

· cohortMD2

3f4794bc-82be-562d-a8f2-434ac3eaabb4

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
cohortMD2
subtype
cohortMD2
age_years
65

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.500
  • MITOTIC_SPINDLE+0.450
  • ANDROGEN_RESPONSE+0.370
  • GLYCOLYSIS+0.370
  • MTORC1_SIGNALING+0.360
  • IL6_JAK_STAT3_SIGNALING+0.340
  • G2M_CHECKPOINT+0.330
  • HYPOXIA+0.330
  • E2F_TARGETS+0.320
  • INFLAMMATORY_RESPONSE+0.300

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.510
  • KRAS_SIGNALING_DN-0.390
  • APICAL_SURFACE-0.320
  • ESTROGEN_RESPONSE_LATE-0.280
  • MYOGENESIS-0.280
  • WNT_BETA_CATENIN_SIGNALING-0.230
  • HEDGEHOG_SIGNALING-0.180
  • ESTROGEN_RESPONSE_EARLY-0.120
  • COAGULATION-0.100
  • INTERFERON_ALPHA_RESPONSE-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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-44-2662-01A-01R-0946-07
lung-landscapes@6
cohortA10.892
2TCGA-49-6743-01A-11R-1858-07
lung-landscapes@6
cohortA40.850
3SRR934895
brain-umap@2
0.839
4SRR934746
brain-umap@2
0.813
5TCGA-86-7953-01A-11R-2187-07
lung-landscapes@6
cohortA10.810
6SRR934942
brain-umap@2
0.797
7BS_0WQJP6ZG
brain-umap@2
Supratentorial Ependymoma0.792
8SRR934907
brain-umap@2
0.786
9769432C5-4BFD-4689-8F43-467010292448
brain-umap@2
0.783
10SRR934778
brain-umap@2
0.781

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.500Remibrutinib— uncovered
MITOTIC_SPINDLE0.450Inavolisib— uncovered
ANDROGEN_RESPONSE0.370Inavolisib— uncovered
GLYCOLYSIS0.370Inavolisib— uncovered
MTORC1_SIGNALING0.360Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.340Inavolisib— uncovered
G2M_CHECKPOINT0.330Inavolisib— uncovered
HYPOXIA0.330Idelalisib— uncovered
E2F_TARGETS0.320Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.270Remibrutinib— uncovered
UV_RESPONSE_DN0.260Inavolisib— uncovered
TGF_BETA_SIGNALING0.250Inavolisib— uncovered
ANGIOGENESIS0.240Remibrutinib— uncovered
COMPLEMENT0.240Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.240Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.230Inavolisib— uncovered
HEME_METABOLISM0.210Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
DNA_REPAIR0.190Idelalisib— uncovered