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

TCGA-43-3394-01A-01R-0980-07

· cohortSQ2

ee46ecb4-520b-5265-b79e-1e2eb303574e

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
cohortSQ2
subtype
cohortSQ2
age_years
52

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V1+0.450
  • E2F_TARGETS+0.390
  • OXIDATIVE_PHOSPHORYLATION+0.360
  • MTORC1_SIGNALING+0.350
  • MYC_TARGETS_V2+0.320
  • CHOLESTEROL_HOMEOSTASIS+0.300
  • FATTY_ACID_METABOLISM+0.300
  • SPERMATOGENESIS+0.270
  • G2M_CHECKPOINT+0.260
  • DNA_REPAIR+0.250

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.520
  • INTERFERON_GAMMA_RESPONSE-0.510
  • ALLOGRAFT_REJECTION-0.440
  • IL6_JAK_STAT3_SIGNALING-0.420
  • COMPLEMENT-0.360
  • TNFA_SIGNALING_VIA_NFKB-0.350
  • INFLAMMATORY_RESPONSE-0.330
  • NOTCH_SIGNALING-0.330
  • TGF_BETA_SIGNALING-0.330
  • ANGIOGENESIS-0.320

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
1TCGA-BB-8601-01A-11R-2403-07
head-neck@1
0.934
2TCGA-33-4582-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.895
3TCGA-33-4532-01A-01R-1201-07
lung-landscapes@6
cohortSQ20.892
4SRR975602
colon-landscapes@1
0.882
5TCGA-UF-A71A-06A-11R-A39I-07
head-neck@1
0.878
6TCGA-CV-6962-01A-11R-1915-07
head-neck@1
0.878
7s0112311
melanoma-umap@29
0.877
8TCGA-21-1075-01A-01R-0692-07
lung-landscapes@6
cohortSQ20.876
9TCGA-77-6845-01A-11R-1949-07
lung-landscapes@6
cohortSQ20.875
10C3N-00555
lung-landscapes@6
cohortSQ20.875

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.450Inavolisib— uncovered
E2F_TARGETS0.390Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.360Remibrutinib— uncovered
MTORC1_SIGNALING0.350Inavolisib— uncovered
MYC_TARGETS_V20.320Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.300Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.300Inavolisib— uncovered
SPERMATOGENESIS0.270Inavolisib— uncovered
G2M_CHECKPOINT0.260Inavolisib— uncovered
DNA_REPAIR0.250Idelalisib— uncovered
HYPOXIA0.190Idelalisib— uncovered
PEROXISOME0.190Idelalisib— uncovered
ADIPOGENESIS0.150Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.140Idelalisib— uncovered
BILE_ACID_METABOLISM0.080Inavolisib— uncovered
GLYCOLYSIS0.080Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.070Inavolisib— uncovered
PROTEIN_SECRETION0.050Remibrutinib— uncovered
P53_PATHWAY0.030Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.030Inavolisib— uncovered