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

20030050.Her2HRneg

· D

204ee49f-dd8f-5c5d-ada2-fc638dd42211

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
D
subtype
D

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ALLOGRAFT_REJECTION+0.570
  • INTERFERON_GAMMA_RESPONSE+0.570
  • INTERFERON_ALPHA_RESPONSE+0.560
  • IL6_JAK_STAT3_SIGNALING+0.470
  • IL2_STAT5_SIGNALING+0.380
  • INFLAMMATORY_RESPONSE+0.360
  • TNFA_SIGNALING_VIA_NFKB+0.350
  • COMPLEMENT+0.340
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.340
  • KRAS_SIGNALING_UP+0.250

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.410
  • MYC_TARGETS_V2-0.290
  • WNT_BETA_CATENIN_SIGNALING-0.290
  • UV_RESPONSE_DN-0.260
  • ESTROGEN_RESPONSE_EARLY-0.240
  • ANGIOGENESIS-0.220
  • MITOTIC_SPINDLE-0.200
  • MYC_TARGETS_V1-0.190
  • APICAL_JUNCTION-0.180
  • DNA_REPAIR-0.180

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1b4fd9abd-cb2a-4d1b-abb2-8e2796d009cc
melanoma-umap@29
0.848
220110002.Her2HRneg
breast-umap@18
D0.840
3SRR8518167
breast-umap@18
D0.838
4ERR2208892
melanoma-umap@29
0.831
5ERR2208965
melanoma-umap@29
0.827
6SRR8518312
breast-umap@18
D0.823
7SAMN03290949
melanoma-umap@29
0.819
8aa5bae83-33a0-4b75-a52d-7ba53267f6d3
melanoma-umap@29
0.816
9TCGA-62-A46U-01A-11R-A24H-07
lung-landscapes@6
cohortA10.814
10ff12dc45-d7ab-45ae-a049-2d20e3c546b6
melanoma-umap@29
0.811

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
ALLOGRAFT_REJECTION0.570Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.570Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.560Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.470Inavolisib— uncovered
IL2_STAT5_SIGNALING0.380Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.360Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.350Inavolisib— uncovered
COMPLEMENT0.340Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.340Inavolisib— uncovered
KRAS_SIGNALING_UP0.250Inavolisib— uncovered
PANCREAS_BETA_CELLS0.240Cobimetinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.230Remibrutinib— uncovered
MTORC1_SIGNALING0.220Inavolisib— uncovered
APOPTOSIS0.200Idelalisib— uncovered
PEROXISOME0.190Idelalisib— uncovered
G2M_CHECKPOINT0.170Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.170Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.160Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.150Inavolisib— uncovered
ANDROGEN_RESPONSE0.130Inavolisib— uncovered