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

E6AA40DA-9AB7-478B-B46B-827F9AFE52D1

aaacb11b-ae37-51b4-90c1-6509c83462a5

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
overall_survival_months
25.88699080157687
age_years
53
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

  • NOTCH_SIGNALING+0.518
  • MYC_TARGETS_V1+0.514
  • E2F_TARGETS+0.491
  • G2M_CHECKPOINT+0.489
  • PROTEIN_SECRETION+0.488
  • TGF_BETA_SIGNALING+0.485
  • MITOTIC_SPINDLE+0.380
  • INTERFERON_ALPHA_RESPONSE+0.378
  • INTERFERON_GAMMA_RESPONSE+0.360
  • TNFA_SIGNALING_VIA_NFKB+0.358

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.381
  • MYOGENESIS-0.304
  • PANCREAS_BETA_CELLS-0.213
  • SPERMATOGENESIS-0.180
  • APICAL_SURFACE-0.099
  • ESTROGEN_RESPONSE_LATE-0.093
  • ESTROGEN_RESPONSE_EARLY-0.050
  • APICAL_JUNCTION-0.009
  • XENOBIOTIC_METABOLISM-0.003
  • COAGULATION+0.027

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
10F8BE394-BA6A-401C-87D0-9B3CF50FB0C8
brain-umap@2
0.954
28B4A5C0E-9F4C-4E4D-B12E-B97666C99707
brain-umap@2
0.951
3B66ECF23-8CB2-4C95-8E3D-AA63A494F4A0
brain-umap@2
0.949
401169BCB-82ED-4492-9FD0-630CCEA70023
brain-umap@2
0.947
5DC01D165-E257-49D6-8B9B-37CA7DE398F6
brain-umap@2
0.946
6C8955D29-D8EE-4F68-AEAC-CE1B838B22BF
brain-umap@2
0.944
7SRR934827
brain-umap@2
0.940
833060001-05C9-4751-AA58-F194207ACC08
brain-umap@2
0.938
98730AABF-0720-4754-82B0-722150A485B8
brain-umap@2
0.938
10AB522ACF-5D84-41B0-9671-CE2511EBD94F
brain-umap@2
0.932

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.518Inavolisib— uncovered
MYC_TARGETS_V10.514Inavolisib— uncovered
E2F_TARGETS0.491Inavolisib— uncovered
G2M_CHECKPOINT0.489Inavolisib— uncovered
PROTEIN_SECRETION0.488Remibrutinib— uncovered
TGF_BETA_SIGNALING0.485Inavolisib— uncovered
MITOTIC_SPINDLE0.380Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.378Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.360Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.358Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.351Idelalisib— uncovered
MYC_TARGETS_V20.347Idelalisib— uncovered
MTORC1_SIGNALING0.338Inavolisib— uncovered
APOPTOSIS0.328Idelalisib— uncovered
ALLOGRAFT_REJECTION0.320Idelalisib— uncovered
DNA_REPAIR0.304Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.292Idelalisib— uncovered
ANDROGEN_RESPONSE0.287Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.276Inavolisib— uncovered
COMPLEMENT0.272Inavolisib— uncovered