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

C3N-02090

· cohortSQ1

c345199d-66d7-56a1-b4f2-e16b2ff797c4

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
61.41546886

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.390
  • PROTEIN_SECRETION+0.330
  • IL6_JAK_STAT3_SIGNALING+0.300
  • INTERFERON_GAMMA_RESPONSE+0.300
  • INTERFERON_ALPHA_RESPONSE+0.290
  • ALLOGRAFT_REJECTION+0.260
  • COMPLEMENT+0.260
  • INFLAMMATORY_RESPONSE+0.250
  • TNFA_SIGNALING_VIA_NFKB+0.250
  • OXIDATIVE_PHOSPHORYLATION+0.240

Top 10 suppressed

  • E2F_TARGETS-0.600
  • MYC_TARGETS_V2-0.600
  • G2M_CHECKPOINT-0.570
  • MYC_TARGETS_V1-0.420
  • MITOTIC_SPINDLE-0.310
  • CHOLESTEROL_HOMEOSTASIS-0.210
  • APICAL_SURFACE-0.170
  • SPERMATOGENESIS-0.160
  • UNFOLDED_PROTEIN_RESPONSE-0.160
  • DNA_REPAIR-0.150

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR10900573
melanoma-umap@29
0.856
2SRR8518195
breast-umap@18
A0.839
3TCGA-PA-A5YG-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.833
4TCGA-BH-A0EB-01A-11R-A034-07
breast-umap@18
B0.832
5MDT-AP-3274
medullo-epn-umap@date-based
MedMedulloblastoma0.831
6TCGA-DQ-5630-01A-01R-1873-07
head-neck@1
0.831
7SRR8518419
breast-umap@18
A0.827
8BS_Z0AVVB1V
brain-umap@2
pilocytic astrocytoma0.824
9BS_S50KQEXV
brain-umap@2
low-grade glioma0.821
10SRR8518268
breast-umap@18
A0.815

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.390Inavolisib— uncovered
PROTEIN_SECRETION0.330Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.300Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.290Inavolisib— uncovered
ALLOGRAFT_REJECTION0.260Idelalisib— uncovered
COMPLEMENT0.260Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.250Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.250Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.240Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.230Inavolisib— uncovered
UV_RESPONSE_DN0.220Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.190Inavolisib— uncovered
BILE_ACID_METABOLISM0.180Inavolisib— uncovered
ADIPOGENESIS0.170Inavolisib— uncovered
KRAS_SIGNALING_UP0.160Inavolisib— uncovered
TGF_BETA_SIGNALING0.160Inavolisib— uncovered
MYOGENESIS0.150Inavolisib— uncovered
COAGULATION0.130Binimetinib— uncovered
XENOBIOTIC_METABOLISM0.130Inavolisib— uncovered