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

TCGA-97-8552-01A-11R-2403-07

· cohortA1

4f9090f8-edc5-5349-b106-0f8cf7a8843b

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
cohortA1
subtype
cohortA1
age_years
55

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • BILE_ACID_METABOLISM+0.360
  • KRAS_SIGNALING_DN+0.360
  • COAGULATION+0.330
  • MYOGENESIS+0.280
  • PANCREAS_BETA_CELLS+0.180
  • KRAS_SIGNALING_UP+0.150
  • XENOBIOTIC_METABOLISM+0.150
  • INFLAMMATORY_RESPONSE+0.130
  • HEDGEHOG_SIGNALING+0.080
  • ESTROGEN_RESPONSE_EARLY+0.070

Top 10 suppressed

  • MYC_TARGETS_V1-0.720
  • E2F_TARGETS-0.700
  • G2M_CHECKPOINT-0.690
  • MYC_TARGETS_V2-0.680
  • MTORC1_SIGNALING-0.590
  • UNFOLDED_PROTEIN_RESPONSE-0.570
  • OXIDATIVE_PHOSPHORYLATION-0.500
  • PROTEIN_SECRETION-0.500
  • MITOTIC_SPINDLE-0.480
  • DNA_REPAIR-0.450

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.

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

#SampleCancer typeSubtypecos similarity
1BS_9F09XV62
brain-umap@2
low-grade glioma0.941
2TCGA-G2-A2EK-01A-22R-A18C-07
bladder-landscape@3
0.938
3TCGA-62-8397-01A-11R-2326-07
lung-landscapes@6
cohortA10.934
4TCGA-97-A4M1-01A-11R-A24X-07
lung-landscapes@6
cohortA10.932
5BS_ERJAJ0KA
brain-umap@2
Ganglioglioma0.930
6SRR1381673
brain-umap@2
GTEX0.930
7SJEPD014_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.928
8BS_0X9EGHY2
brain-umap@2
low-grade glioma0.922
9BS_YZ2Z1Q6Y
brain-umap@2
pilocytic astrocytoma0.921
10BS_EXYHZ6D4
brain-umap@2
pilocytic astrocytoma0.920

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
BILE_ACID_METABOLISM0.360Inavolisib— uncovered
KRAS_SIGNALING_DN0.360Remibrutinib— uncovered
COAGULATION0.330Binimetinib— uncovered
MYOGENESIS0.280Inavolisib— uncovered
PANCREAS_BETA_CELLS0.180Cobimetinib— uncovered
KRAS_SIGNALING_UP0.150Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.150Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.130Idelalisib— uncovered
HEDGEHOG_SIGNALING0.080Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.070Inavolisib— uncovered
COMPLEMENT0.060Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.050Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.050Inavolisib— uncovered
APICAL_SURFACE0.030Temsirolimus— uncovered