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

BSR_04_0128_A4_S78

· B

3ef7d758-fb30-50f1-ada1-36d0ed47f4df

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
B
subtype
B

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PANCREAS_BETA_CELLS+0.370
  • ESTROGEN_RESPONSE_EARLY+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.280
  • ANGIOGENESIS+0.270
  • OXIDATIVE_PHOSPHORYLATION+0.240
  • ESTROGEN_RESPONSE_LATE+0.230
  • NOTCH_SIGNALING+0.220
  • BILE_ACID_METABOLISM+0.200
  • MYOGENESIS+0.190
  • COAGULATION+0.130

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.480
  • MYC_TARGETS_V2-0.400
  • IL6_JAK_STAT3_SIGNALING-0.390
  • INFLAMMATORY_RESPONSE-0.390
  • TNFA_SIGNALING_VIA_NFKB-0.350
  • PI3K_AKT_MTOR_SIGNALING-0.290
  • INTERFERON_GAMMA_RESPONSE-0.260
  • MTORC1_SIGNALING-0.250
  • KRAS_SIGNALING_UP-0.240
  • UNFOLDED_PROTEIN_RESPONSE-0.240

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
14e06764d-9cf1-4cff-ad67-4c5e472fbff5
melanoma-umap@29
0.752
2TCGA-CV-7414-01A-11R-2081-07
head-neck@1
0.736
3SRR35579826
breast-umap@18
B0.730
4TCGA-IQ-7631-01A-11R-2081-07
head-neck@1
0.717
5SRR25617843
breast-umap@18
B0.713
6TCGA-CV-6937-01A-11R-2016-07
head-neck@1
0.712
7BS_AD4JPN9Q
brain-umap@2
Ganglioglioma0.700
8TCGA-E2-A1BD-01A-11R-A12P-07
breast-umap@18
B0.694
9sclcCHTN02019_S70.txt
lung-landscapes@6
cohortSC0.691
10TCGA-78-7149-01A-11R-2039-07
lung-landscapes@6
cohortA20.691

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
PANCREAS_BETA_CELLS0.370Cobimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.280Inavolisib— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.240Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.230Idelalisib— uncovered
NOTCH_SIGNALING0.220Inavolisib— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
COAGULATION0.130Binimetinib— uncovered
XENOBIOTIC_METABOLISM0.120Inavolisib— uncovered
HEME_METABOLISM0.090Temsirolimus— uncovered
UV_RESPONSE_UP0.080Idelalisib— uncovered
HEDGEHOG_SIGNALING0.050Inavolisib— uncovered
SPERMATOGENESIS0.050Inavolisib— uncovered
DNA_REPAIR0.040Idelalisib— uncovered
ADIPOGENESIS0.020Inavolisib— uncovered
FATTY_ACID_METABOLISM0.010Inavolisib— uncovered
GLYCOLYSIS0.010Inavolisib— uncovered
KRAS_SIGNALING_DN0.010Remibrutinib— uncovered