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

SAMN03290909

97d44f6f-0705-5c53-a77b-8591f45fcba1

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TNFA_SIGNALING_VIA_NFKB+0.600
  • E2F_TARGETS+0.500
  • G2M_CHECKPOINT+0.500
  • INTERFERON_ALPHA_RESPONSE+0.500
  • INTERFERON_GAMMA_RESPONSE+0.500
  • IL6_JAK_STAT3_SIGNALING+0.400
  • INFLAMMATORY_RESPONSE+0.400
  • UNFOLDED_PROTEIN_RESPONSE+0.400
  • ALLOGRAFT_REJECTION+0.300
  • ANDROGEN_RESPONSE+0.300

Top 10 suppressed

  • BILE_ACID_METABOLISM-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • ESTROGEN_RESPONSE_EARLY-0.200
  • MYOGENESIS-0.200
  • P53_PATHWAY-0.200
  • PEROXISOME-0.200
  • WNT_BETA_CATENIN_SIGNALING-0.200
  • XENOBIOTIC_METABOLISM-0.200
  • ADIPOGENESIS-0.100
  • APICAL_JUNCTION-0.100

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-BH-A18V-01A-11R-A12D-07
breast-umap@18
E0.887
2TCGA-A2-A1G1-01A-21R-A13Q-07
breast-umap@18
E0.884
3TCGA-AR-A0U4-01A-11R-A109-07
breast-umap@18
E0.862
4c96595aa-4604-4ec6-8b54-c97b3543777e
colon-landscapes@1
0.857
5TCGA-AR-A1AR-01A-31R-A137-07
breast-umap@18
D0.852
6BS_4QW2S1Q8
brain-umap@2
high-grade glioma0.851
7TCGA-XF-A9SY-01A-21R-A42T-07
bladder-landscape@3
0.841
8TCGA-C8-A27B-01A-11R-A169-07
breast-umap@18
E0.835
9SRR29022839
breast-umap@18
A0.831
10TCGA-FD-A3B3-01A-12R-A206-07
bladder-landscape@3
0.829

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.600Inavolisib— uncovered
E2F_TARGETS0.500Inavolisib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.500Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.400Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.400Idelalisib— uncovered
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
ANDROGEN_RESPONSE0.300Inavolisib— uncovered
ANGIOGENESIS0.300Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
APOPTOSIS0.200Idelalisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
GLYCOLYSIS0.200Inavolisib— uncovered