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

TCGA-43-6143-01A-11R-1820-07

· cohortMD1

ac0d3c9a-023b-593b-b6ac-31f4e677ae40

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
cohortMD1
subtype
cohortMD1
age_years
70

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.630
  • G2M_CHECKPOINT+0.580
  • MITOTIC_SPINDLE+0.470
  • MYC_TARGETS_V1+0.450
  • MYC_TARGETS_V2+0.450
  • SPERMATOGENESIS+0.260
  • DNA_REPAIR+0.240
  • UNFOLDED_PROTEIN_RESPONSE+0.190
  • WNT_BETA_CATENIN_SIGNALING+0.170
  • MTORC1_SIGNALING+0.090

Top 10 suppressed

  • INFLAMMATORY_RESPONSE-0.520
  • IL6_JAK_STAT3_SIGNALING-0.510
  • ALLOGRAFT_REJECTION-0.500
  • TNFA_SIGNALING_VIA_NFKB-0.440
  • COAGULATION-0.430
  • PANCREAS_BETA_CELLS-0.430
  • COMPLEMENT-0.390
  • IL2_STAT5_SIGNALING-0.370
  • ANGIOGENESIS-0.360
  • KRAS_SIGNALING_UP-0.350

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-O2-A5IB-01A-11R-A27Q-07
lung-landscapes@6
cohortMD10.943
2TCGA-33-4587-01A-11R-2125-07
lung-landscapes@6
cohortMD10.934
3TCGA-DK-A3X2-01A-11R-A22U-07
bladder-landscape@3
0.924
4MNG704
mng-umap@100
0.922
5BS_53M8PP88
medullo-epn-umap@date-based
EPNEPN Tumor0.918
6TCGA-77-A5G6-01A-11R-A27Q-07
lung-landscapes@6
cohortSQ10.917
7TCGA-91-6847-01A-11R-1949-07
lung-landscapes@6
cohortMD10.910
8SRR8518295
breast-umap@18
E0.905
9SRR8518239
breast-umap@18
E0.905
10TCGA-78-7155-01A-11R-2039-07
lung-landscapes@6
cohortMD10.904

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.630Inavolisib— uncovered
G2M_CHECKPOINT0.580Inavolisib— uncovered
MITOTIC_SPINDLE0.470Inavolisib— uncovered
MYC_TARGETS_V10.450Inavolisib— uncovered
MYC_TARGETS_V20.450Idelalisib— uncovered
SPERMATOGENESIS0.260Inavolisib— uncovered
DNA_REPAIR0.240Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.190Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.170Inavolisib— uncovered
MTORC1_SIGNALING0.090Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.070Inavolisib— uncovered
PEROXISOME0.040Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.030Remibrutinib— uncovered
PROTEIN_SECRETION0.030Remibrutinib— uncovered