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

TCGA-44-2656-01A-02R-A278-07

· cohortMD2

a4227ae2-dc90-54db-ae56-6df8c502bf82

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
cohortMD2
subtype
cohortMD2
age_years
59

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.550
  • INTERFERON_ALPHA_RESPONSE+0.430
  • INTERFERON_GAMMA_RESPONSE+0.400
  • ANDROGEN_RESPONSE+0.380
  • ALLOGRAFT_REJECTION+0.360
  • UV_RESPONSE_DN+0.280
  • INFLAMMATORY_RESPONSE+0.260
  • KRAS_SIGNALING_UP+0.260
  • COMPLEMENT+0.230
  • PEROXISOME+0.180

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.430
  • KRAS_SIGNALING_DN-0.340
  • MYOGENESIS-0.330
  • APICAL_JUNCTION-0.320
  • MYC_TARGETS_V2-0.280
  • ESTROGEN_RESPONSE_LATE-0.270
  • HEDGEHOG_SIGNALING-0.270
  • APICAL_SURFACE-0.250
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.240
  • UV_RESPONSE_UP-0.240

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
1MNG628
mng-umap@100
0.862
2TCGA-44-3918-01A-01R-A278-07
lung-landscapes@6
cohortMD20.843
390c9f8cd-4c8c-4f07-af2f-e17db69bd561
colon-landscapes@1
0.838
406d5607b-45d7-4247-8d42-709d9d292530
melanoma-umap@29
0.823
5MNG746
mng-umap@100
0.823
6SJEPD031138_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.792
782924
medullo-epn-umap@date-based
EPNSupratentorial EPN0.777
8cb6e4e0c-6f89-4ea5-a89d-1b0da8cf7fac
colon-landscapes@1
0.768
9SRR2016949
head-neck@1
0.766
10MNG733
mng-umap@100
0.753

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.550Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.430Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
ANDROGEN_RESPONSE0.380Inavolisib— uncovered
ALLOGRAFT_REJECTION0.360Idelalisib— uncovered
UV_RESPONSE_DN0.280Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.260Idelalisib— uncovered
KRAS_SIGNALING_UP0.260Inavolisib— uncovered
COMPLEMENT0.230Inavolisib— uncovered
PEROXISOME0.180Idelalisib— uncovered
HEME_METABOLISM0.160Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.150Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.140Inavolisib— uncovered
MYC_TARGETS_V10.130Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.130Remibrutinib— uncovered
MITOTIC_SPINDLE0.120Inavolisib— uncovered
FATTY_ACID_METABOLISM0.110Inavolisib— uncovered
TGF_BETA_SIGNALING0.110Inavolisib— uncovered
APOPTOSIS0.100Idelalisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered