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

C3L-00993

· cohortSQ1

fb57a5af-b43d-5d07-ac1e-481bf03189c1

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
cohortSQ1
subtype
cohortSQ1
age_years
75.59206023

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V1+0.600
  • MYC_TARGETS_V2+0.580
  • E2F_TARGETS+0.530
  • OXIDATIVE_PHOSPHORYLATION+0.510
  • G2M_CHECKPOINT+0.440
  • DNA_REPAIR+0.410
  • SPERMATOGENESIS+0.310
  • UNFOLDED_PROTEIN_RESPONSE+0.280
  • MTORC1_SIGNALING+0.180
  • FATTY_ACID_METABOLISM+0.170

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.530
  • ALLOGRAFT_REJECTION-0.520
  • COMPLEMENT-0.510
  • INTERFERON_ALPHA_RESPONSE-0.500
  • INFLAMMATORY_RESPONSE-0.470
  • INTERFERON_GAMMA_RESPONSE-0.460
  • KRAS_SIGNALING_UP-0.440
  • COAGULATION-0.430
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.430
  • ANGIOGENESIS-0.420

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
1SRR975602
colon-landscapes@1
0.947
2fea46737-a2b3-49d4-8358-d0737546b6da
colon-landscapes@1
0.946
3AUR-AFR3-TTM1-A-1-1-R-A743-41
breast-umap@18
C0.938
4TCGA-63-A5MY-01A-11R-A26W-07
lung-landscapes@6
cohortSQ20.937
53d1f89ec-ac0b-40f8-ac89-ed0c2d4967b7
colon-landscapes@1
0.935
6SRR12475110
colon-landscapes@1
0.933
7TCGA-AN-A04D-01A-21R-A034-07
breast-umap@18
E0.932
8TCGA-HD-A634-01A-11R-A28V-07
head-neck@1
0.931
964935b9c-623d-40d4-bd89-f2af006b1f92
colon-landscapes@1
0.928
10176e93be-1ae5-43f2-a0b5-17f31695e679
melanoma-umap@29
0.928

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
MYC_TARGETS_V10.600Inavolisib— uncovered
MYC_TARGETS_V20.580Idelalisib— uncovered
E2F_TARGETS0.530Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.510Remibrutinib— uncovered
G2M_CHECKPOINT0.440Inavolisib— uncovered
DNA_REPAIR0.410Idelalisib— uncovered
SPERMATOGENESIS0.310Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.280Idelalisib— uncovered
MTORC1_SIGNALING0.180Inavolisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
PEROXISOME0.150Idelalisib— uncovered
GLYCOLYSIS0.130Inavolisib— uncovered
ADIPOGENESIS0.070Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.040Inavolisib— uncovered