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

TCGA-39-5035-01A-01R-1443-07

· cohortMD1

6a9cb0c4-681c-582d-aa2b-b5e9b66f01f1

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
72

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_V2+0.530
  • MYC_TARGETS_V1+0.500
  • ALLOGRAFT_REJECTION+0.460
  • OXIDATIVE_PHOSPHORYLATION+0.460
  • E2F_TARGETS+0.440
  • G2M_CHECKPOINT+0.370
  • INTERFERON_GAMMA_RESPONSE+0.350
  • INTERFERON_ALPHA_RESPONSE+0.300
  • P53_PATHWAY+0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.260

Top 10 suppressed

  • CHOLESTEROL_HOMEOSTASIS-0.440
  • HEDGEHOG_SIGNALING-0.400
  • UV_RESPONSE_DN-0.310
  • ANGIOGENESIS-0.250
  • PROTEIN_SECRETION-0.240
  • XENOBIOTIC_METABOLISM-0.150
  • WNT_BETA_CATENIN_SIGNALING-0.140
  • HEME_METABOLISM-0.130
  • FATTY_ACID_METABOLISM-0.110
  • NOTCH_SIGNALING-0.090

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-F7-A620-01A-11R-A28V-07
head-neck@1
0.839
2TCGA-ZF-AA4V-01A-11R-A38B-07
bladder-landscape@3
0.809
3c63f3f74-14fa-4a9e-9925-30b0f5da7dd9
colon-landscapes@1
0.795
4TCGA-21-5787-01A-01R-1635-07
lung-landscapes@6
cohortA40.790
5TCGA-D8-A1XL-01A-11R-A14M-07
breast-umap@18
B0.786
6TCGA-52-7812-01A-11R-2125-07
lung-landscapes@6
cohortA10.774
7MNG921
mng-umap@100
0.773
8SRR12475104
colon-landscapes@1
0.760
9TCGA-CQ-5327-01A-01R-1686-07
head-neck@1
0.760
10TCGA-CV-5966-01A-11R-1686-07
head-neck@1
0.760

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.530Idelalisib— uncovered
MYC_TARGETS_V10.500Inavolisib— uncovered
ALLOGRAFT_REJECTION0.460Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.460Remibrutinib— uncovered
E2F_TARGETS0.440Inavolisib— uncovered
G2M_CHECKPOINT0.370Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.350Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.300Inavolisib— uncovered
P53_PATHWAY0.300Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.260Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.240Inavolisib— uncovered
APOPTOSIS0.220Idelalisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.180Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.170Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.130Idelalisib— uncovered
ADIPOGENESIS0.120Inavolisib— uncovered
PEROXISOME0.120Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.110Inavolisib— uncovered