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

TCGA-49-AARQ-01A-11R-A41B-07

· cohortA1

a720b79e-66ce-581e-82e5-4d6bb784e014

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
41

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • KRAS_SIGNALING_DN+0.360
  • PANCREAS_BETA_CELLS+0.330
  • SPERMATOGENESIS+0.240
  • INTERFERON_ALPHA_RESPONSE+0.220
  • APICAL_SURFACE+0.170
  • INTERFERON_GAMMA_RESPONSE+0.140
  • ALLOGRAFT_REJECTION+0.060
  • MYOGENESIS+0.030
  • BILE_ACID_METABOLISM+0.010
  • XENOBIOTIC_METABOLISM-0.020

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.620
  • MYC_TARGETS_V1-0.580
  • UNFOLDED_PROTEIN_RESPONSE-0.550
  • PROTEIN_SECRETION-0.520
  • MYC_TARGETS_V2-0.490
  • ANDROGEN_RESPONSE-0.480
  • MITOTIC_SPINDLE-0.440
  • WNT_BETA_CATENIN_SIGNALING-0.420
  • UV_RESPONSE_DN-0.400
  • ANGIOGENESIS-0.390

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-49-AAR2-01A-11R-A39D-07
lung-landscapes@6
cohortA30.923
2MNG339
mng-umap@100
0.920
3SRR8942987
bladder-landscape@3
0.919
4SRR8392892
lung-landscapes@6
cohortA10.918
5SRR12202406
bladder-landscape@3
0.916
6SRR8942994
bladder-landscape@3
0.915
7MDT-AP-1327
medullo-epn-umap@date-based
MedMedulloblastoma0.909
8MNG1156
mng-umap@100
0.909
9SRR33346946
bladder-landscape@3
0.905
10SRR13311156
bladder-landscape@3
0.905

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.360Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.330Cobimetinib— uncovered
SPERMATOGENESIS0.240Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.220Inavolisib— uncovered
APICAL_SURFACE0.170Temsirolimus— uncovered
INTERFERON_GAMMA_RESPONSE0.140Idelalisib— uncovered
ALLOGRAFT_REJECTION0.060Idelalisib— uncovered
MYOGENESIS0.030Inavolisib— uncovered
BILE_ACID_METABOLISM0.010Inavolisib— uncovered