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

TCGA-44-2661-01A-01R-1107-07

· cohortA1

acb8a45a-95ea-57ac-94a8-a88eeda782ec

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
cohortA1
subtype
cohortA1
age_years
69

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+0.540
  • INTERFERON_ALPHA_RESPONSE+0.460
  • INTERFERON_GAMMA_RESPONSE+0.440
  • IL6_JAK_STAT3_SIGNALING+0.430
  • INFLAMMATORY_RESPONSE+0.390
  • COMPLEMENT+0.340
  • COAGULATION+0.320
  • KRAS_SIGNALING_UP+0.320
  • BILE_ACID_METABOLISM+0.270
  • IL2_STAT5_SIGNALING+0.210

Top 10 suppressed

  • G2M_CHECKPOINT-0.630
  • MYC_TARGETS_V2-0.620
  • E2F_TARGETS-0.600
  • MITOTIC_SPINDLE-0.570
  • WNT_BETA_CATENIN_SIGNALING-0.480
  • MYC_TARGETS_V1-0.440
  • MTORC1_SIGNALING-0.420
  • GLYCOLYSIS-0.390
  • UNFOLDED_PROTEIN_RESPONSE-0.380
  • HEDGEHOG_SIGNALING-0.360

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MDT-AP-0377
medullo-epn-umap@date-based
MedMedulloblastoma0.914
2TCGA-67-3773-01A-01R-0946-07
lung-landscapes@6
cohortA10.904
3TCGA-OR-A5L5-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.876
4TCGA-5L-AAT1-01A-12R-A41B-07
breast-umap@18
A0.875
5TCGA-BA-A6DB-01A-11R-A30B-07
head-neck@1
0.872
6TCGA-86-8076-01A-31R-2241-07
lung-landscapes@6
cohortA10.871
7TCGA-34-5234-01A-01R-1635-07
lung-landscapes@6
cohortSQ10.870
8TCGA-95-8039-01A-11R-2241-07
lung-landscapes@6
cohortA10.868
9SRR8518255
breast-umap@18
D0.866
10TCGA-50-6597-01A-11R-1858-07
lung-landscapes@6
cohortA10.862

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.540Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.460Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.440Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.430Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.390Idelalisib— uncovered
COMPLEMENT0.340Inavolisib— uncovered
COAGULATION0.320Binimetinib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
BILE_ACID_METABOLISM0.270Inavolisib— uncovered
IL2_STAT5_SIGNALING0.210Idelalisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.180Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.180Inavolisib— uncovered
KRAS_SIGNALING_DN0.120Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.100Inavolisib— uncovered
ADIPOGENESIS0.060Inavolisib— uncovered
APOPTOSIS0.060Idelalisib— uncovered
HEME_METABOLISM0.060Temsirolimus— uncovered
PEROXISOME0.060Idelalisib— uncovered
MYOGENESIS0.020Inavolisib— uncovered