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

SRR2016941

2c10a059-42c3-5f52-93d9-9d4dd51fef46

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
sex
male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.380
  • G2M_CHECKPOINT+0.340
  • SPERMATOGENESIS+0.280
  • E2F_TARGETS+0.270
  • MITOTIC_SPINDLE+0.260
  • CHOLESTEROL_HOMEOSTASIS+0.240
  • PANCREAS_BETA_CELLS+0.230
  • HEDGEHOG_SIGNALING+0.200
  • UV_RESPONSE_DN+0.200
  • IL6_JAK_STAT3_SIGNALING+0.190

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.460
  • P53_PATHWAY-0.320
  • MYC_TARGETS_V2-0.260
  • ADIPOGENESIS-0.230
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.230
  • BILE_ACID_METABOLISM-0.210
  • FATTY_ACID_METABOLISM-0.200
  • TNFA_SIGNALING_VIA_NFKB-0.180
  • HYPOXIA-0.160
  • PEROXISOME-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.

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

#SampleCancer typeSubtypecos similarity
1SRR4296088
lung-landscapes@6
cohortMD20.718
2SRR5088820
melanoma-umap@29
0.704
3SRR12475122
colon-landscapes@1
0.679
4MDT-AP-3043
medullo-epn-umap@date-based
MedMedulloblastoma0.672
5SRR17866841
colon-landscapes@1
0.669
6SRR4195679
colon-landscapes@1
0.666
7SRR10899955
melanoma-umap@29
0.665
8MDT-AP-3263
medullo-epn-umap@date-based
MedMedulloblastoma0.653
9TCGA-HD-7753-01A-11R-2081-07
head-neck@1
0.648
10TCGA-CU-A3KJ-01A-11R-A21D-07
bladder-landscape@3
0.648

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.380Remibrutinib— uncovered
G2M_CHECKPOINT0.340Inavolisib— uncovered
SPERMATOGENESIS0.280Inavolisib— uncovered
E2F_TARGETS0.270Inavolisib— uncovered
MITOTIC_SPINDLE0.260Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.240Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.230Cobimetinib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.190Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.160Inavolisib— uncovered
COMPLEMENT0.150Inavolisib— uncovered
IL2_STAT5_SIGNALING0.150Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.150Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.130Idelalisib— uncovered
MTORC1_SIGNALING0.130Inavolisib— uncovered
KRAS_SIGNALING_UP0.120Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.120Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.110Inavolisib— uncovered
ALLOGRAFT_REJECTION0.100Idelalisib— uncovered