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

DRR168611

ea8a248e-ae2c-505e-bcf0-1c718617591b

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
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.590
  • G2M_CHECKPOINT+0.540
  • MYC_TARGETS_V1+0.370
  • MYC_TARGETS_V2+0.340
  • UNFOLDED_PROTEIN_RESPONSE+0.300
  • MITOTIC_SPINDLE+0.290
  • MTORC1_SIGNALING+0.290
  • SPERMATOGENESIS+0.290
  • PROTEIN_SECRETION+0.240
  • ALLOGRAFT_REJECTION+0.200

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.340
  • P53_PATHWAY-0.270
  • FATTY_ACID_METABOLISM-0.260
  • NOTCH_SIGNALING-0.250
  • TGF_BETA_SIGNALING-0.230
  • TNFA_SIGNALING_VIA_NFKB-0.230
  • ADIPOGENESIS-0.220
  • CHOLESTEROL_HOMEOSTASIS-0.220
  • PEROXISOME-0.220
  • APOPTOSIS-0.200

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.

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

#SampleCancer typeSubtypecos similarity
1TCGA-A8-A07C-01A-11R-A034-07
breast-umap@18
E0.813
2SJEPD032407_D2.RNA-Seq
medullo-epn-umap@date-based
EPNAnaplastic EPN0.803
37804d9f9-1252-4543-9a42-d53f371f35b6
colon-landscapes@1
0.790
4TCGA-OR-A5KZ-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.790
5SRR6013562
lung-landscapes@6
cohortSQ20.787
6TCGA-85-6560-01A-11R-1820-07
lung-landscapes@6
cohortMD10.775
7BS_MB7WN0ZB
brain-umap@2
Embryonal tumors0.764
863f6d3e9-3f4b-44fa-8e48-980c70b7e4f1
melanoma-umap@29
0.763
9TCGA-56-6546-01A-11R-1820-07
lung-landscapes@6
cohortMD10.761
1012a488c6-c319-4f40-9f62-82e74773370c
melanoma-umap@29
0.757

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.590Inavolisib— uncovered
G2M_CHECKPOINT0.540Inavolisib— uncovered
MYC_TARGETS_V10.370Inavolisib— uncovered
MYC_TARGETS_V20.340Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.300Idelalisib— uncovered
MITOTIC_SPINDLE0.290Inavolisib— uncovered
MTORC1_SIGNALING0.290Inavolisib— uncovered
SPERMATOGENESIS0.290Inavolisib— uncovered
PROTEIN_SECRETION0.240Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.200Idelalisib— uncovered
COMPLEMENT0.130Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.120Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.090Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.080Idelalisib— uncovered
DNA_REPAIR0.070Idelalisib— uncovered
HEME_METABOLISM0.070Temsirolimus— uncovered
PANCREAS_BETA_CELLS0.070Cobimetinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.060Inavolisib— uncovered
UV_RESPONSE_UP0.040Idelalisib— uncovered
ANGIOGENESIS0.030Remibrutinib— uncovered