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

C3L-00973

· cohortA1

e773d322-3131-58c5-82b8-5fe6ecf8b5d5

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
76.10677618

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+0.550
  • TGF_BETA_SIGNALING+0.530
  • INTERFERON_GAMMA_RESPONSE+0.440
  • ALLOGRAFT_REJECTION+0.380
  • KRAS_SIGNALING_UP+0.310
  • COMPLEMENT+0.300
  • NOTCH_SIGNALING+0.300
  • IL6_JAK_STAT3_SIGNALING+0.290
  • IL2_STAT5_SIGNALING+0.280
  • PROTEIN_SECRETION+0.270

Top 10 suppressed

  • E2F_TARGETS-0.500
  • MYC_TARGETS_V2-0.480
  • G2M_CHECKPOINT-0.460
  • MTORC1_SIGNALING-0.330
  • CHOLESTEROL_HOMEOSTASIS-0.300
  • SPERMATOGENESIS-0.300
  • MYC_TARGETS_V1-0.290
  • FATTY_ACID_METABOLISM-0.250
  • UV_RESPONSE_UP-0.170
  • KRAS_SIGNALING_DN-0.160

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-CV-6943-01A-11R-1915-07
head-neck@1
0.852
2MNG416
mng-umap@100
0.850
3653522fe-3289-4e1f-9373-c81f923893a3
melanoma-umap@29
0.848
4TCGA-OR-A5JI-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.847
5TCGA-63-A5MN-01A-22R-A27Q-07
lung-landscapes@6
cohortA10.842
6TCGA-E2-A1L9-01A-11R-A13Q-07
breast-umap@18
A0.841
7TCGA-CR-7392-01A-11R-2016-07
head-neck@1
0.837
8SRR8613789
breast-umap@18
A0.837
9SRR5088910
melanoma-umap@29
0.831
10SRR8613773
breast-umap@18
A0.831

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.550Inavolisib— uncovered
TGF_BETA_SIGNALING0.530Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.440Idelalisib— uncovered
ALLOGRAFT_REJECTION0.380Idelalisib— uncovered
KRAS_SIGNALING_UP0.310Inavolisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
NOTCH_SIGNALING0.300Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.290Inavolisib— uncovered
IL2_STAT5_SIGNALING0.280Idelalisib— uncovered
PROTEIN_SECRETION0.270Remibrutinib— uncovered
UV_RESPONSE_DN0.270Inavolisib— uncovered
COAGULATION0.210Binimetinib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.190Inavolisib— uncovered
APICAL_JUNCTION0.160Inavolisib— uncovered
HEDGEHOG_SIGNALING0.150Inavolisib— uncovered
ANDROGEN_RESPONSE0.140Inavolisib— uncovered
ANGIOGENESIS0.140Remibrutinib— uncovered
APOPTOSIS0.130Idelalisib— uncovered
APICAL_SURFACE0.120Temsirolimus— uncovered