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

7a458b19-1b7c-422c-b900-cd77e5009421

8efe3504-e6ca-5fec-8ddb-c34cac9c877f

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
age_years
72.6680355920602

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_V2+0.470
  • MYC_TARGETS_V1+0.460
  • OXIDATIVE_PHOSPHORYLATION+0.450
  • MTORC1_SIGNALING+0.410
  • PANCREAS_BETA_CELLS+0.380
  • CHOLESTEROL_HOMEOSTASIS+0.370
  • FATTY_ACID_METABOLISM+0.370
  • DNA_REPAIR+0.350
  • INTERFERON_ALPHA_RESPONSE+0.350
  • P53_PATHWAY+0.350

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.320
  • TNFA_SIGNALING_VIA_NFKB-0.290
  • UV_RESPONSE_DN-0.290
  • MITOTIC_SPINDLE-0.230
  • NOTCH_SIGNALING-0.230
  • KRAS_SIGNALING_UP-0.190
  • IL6_JAK_STAT3_SIGNALING-0.180
  • MYOGENESIS-0.140
  • TGF_BETA_SIGNALING-0.120
  • ANGIOGENESIS-0.110

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-OR-A5JE-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.808
2SRR25043614
head-neck@1
0.808
3MBCProject_0170_T1_RNA
breast-umap@18
C0.793
4TCGA-66-2727-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.786
5BS_JZRM1S3T
medullo-epn-umap@date-based
MedMedulloblastoma0.782
6TCGA-39-5036-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.782
7SRR11296765
colon-landscapes@1
0.782
81a68a242-045b-4566-afd7-192df87b02d3
colon-landscapes@1
0.779
9TCGA-A8-A09E-01A-11R-A00Z-07
breast-umap@18
B0.773
10DEACC29A-6DEF-4728-AFEB-15D7BDA850CA
brain-umap@2
0.773

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
MYC_TARGETS_V20.470Idelalisib— uncovered
MYC_TARGETS_V10.460Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.450Remibrutinib— uncovered
MTORC1_SIGNALING0.410Inavolisib— uncovered
PANCREAS_BETA_CELLS0.380Cobimetinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.370Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.370Inavolisib— uncovered
DNA_REPAIR0.350Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.350Inavolisib— uncovered
P53_PATHWAY0.350Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.310Inavolisib— uncovered
ADIPOGENESIS0.300Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.300Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.300Inavolisib— uncovered
PEROXISOME0.280Idelalisib— uncovered
GLYCOLYSIS0.230Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.220Idelalisib— uncovered
E2F_TARGETS0.210Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.210Idelalisib— uncovered
UV_RESPONSE_UP0.200Idelalisib— uncovered