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

TCGA-95-8039-01A-11R-2241-07

· cohortA1

208288dc-f0a6-53c1-a6f4-05951719ca58

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
72

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.540
  • INTERFERON_GAMMA_RESPONSE+0.450
  • IL6_JAK_STAT3_SIGNALING+0.380
  • COAGULATION+0.340
  • ALLOGRAFT_REJECTION+0.320
  • IL2_STAT5_SIGNALING+0.240
  • COMPLEMENT+0.230
  • INFLAMMATORY_RESPONSE+0.230
  • MYOGENESIS+0.190
  • KRAS_SIGNALING_UP+0.180

Top 10 suppressed

  • E2F_TARGETS-0.560
  • G2M_CHECKPOINT-0.550
  • MYC_TARGETS_V1-0.500
  • MYC_TARGETS_V2-0.480
  • MTORC1_SIGNALING-0.470
  • UNFOLDED_PROTEIN_RESPONSE-0.380
  • CHOLESTEROL_HOMEOSTASIS-0.370
  • WNT_BETA_CATENIN_SIGNALING-0.360
  • APICAL_SURFACE-0.250
  • PI3K_AKT_MTOR_SIGNALING-0.250

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-97-A4M6-01A-11R-A24X-07
lung-landscapes@6
cohortA10.929
2TCGA-44-2657-01A-01R-1107-07
lung-landscapes@6
cohortA10.889
3TCGA-86-8280-01A-11R-2287-07
lung-landscapes@6
cohortA10.886
4SRR8518288
breast-umap@18
A0.873
5TCGA-44-2661-01A-01R-1107-07
lung-landscapes@6
cohortA10.868
6TCGA-67-6216-01A-11R-1755-07
lung-landscapes@6
cohortA10.864
7TCGA-44-3919-01A-02R-1107-07
lung-landscapes@6
cohortA10.854
8TCGA-86-8671-01A-11R-2403-07
lung-landscapes@6
cohortMD20.851
9TCGA-78-8655-01A-11R-2403-07
lung-landscapes@6
cohortA10.846
10TCGA-55-8513-01A-11R-2403-07
lung-landscapes@6
cohortA10.846

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.540Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.380Inavolisib— uncovered
COAGULATION0.340Binimetinib— uncovered
ALLOGRAFT_REJECTION0.320Idelalisib— uncovered
IL2_STAT5_SIGNALING0.240Idelalisib— uncovered
COMPLEMENT0.230Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.230Idelalisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
KRAS_SIGNALING_UP0.180Inavolisib— uncovered
NOTCH_SIGNALING0.150Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.130Inavolisib— uncovered
PEROXISOME0.120Idelalisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
BILE_ACID_METABOLISM0.090Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.060Inavolisib— uncovered
KRAS_SIGNALING_DN0.050Remibrutinib— uncovered
APICAL_JUNCTION0.040Inavolisib— uncovered
APOPTOSIS0.030Idelalisib— uncovered
UV_RESPONSE_DN0.030Inavolisib— uncovered