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

MNG988

e25bd74e-3499-56c9-849b-81c34156ea2a

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

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+0.601
  • G2M_CHECKPOINT+0.589
  • MYC_TARGETS_V2+0.504
  • TNFA_SIGNALING_VIA_NFKB+0.446
  • INTERFERON_ALPHA_RESPONSE+0.435
  • MYC_TARGETS_V1+0.435
  • MTORC1_SIGNALING+0.430
  • GLYCOLYSIS+0.399
  • UNFOLDED_PROTEIN_RESPONSE+0.398
  • INFLAMMATORY_RESPONSE+0.391

Top 10 suppressed

  • HEME_METABOLISM-0.286
  • APICAL_SURFACE-0.280
  • TGF_BETA_SIGNALING-0.257
  • WNT_BETA_CATENIN_SIGNALING-0.238
  • MYOGENESIS-0.228
  • BILE_ACID_METABOLISM-0.197
  • COAGULATION-0.197
  • APICAL_JUNCTION-0.196
  • UV_RESPONSE_DN-0.186
  • FATTY_ACID_METABOLISM-0.185

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
1SRR8518265
breast-umap@18
E0.825
2TCGA-CV-7434-01A-11R-2132-07
head-neck@1
0.824
3DRR168607
bladder-landscape@3
0.823
4TCGA-IQ-A61E-01A-22R-A30B-07
head-neck@1
0.823
5fca4c327-dfab-4455-84a8-f890a7326132
colon-landscapes@1
0.816
6D1729A17-148B-4C58-BEB5-7C4349A0E920
brain-umap@2
0.808
7SRR6013600
lung-landscapes@6
cohortA10.807
8MNG151
mng-umap@100
0.805
9TCGA-D8-A1XK-01A-21R-A14M-07
breast-umap@18
E0.804
10c96595aa-4604-4ec6-8b54-c97b3543777e
colon-landscapes@1
0.802

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.601Inavolisib— uncovered
G2M_CHECKPOINT0.589Inavolisib— uncovered
MYC_TARGETS_V20.504Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.446Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.435Inavolisib— uncovered
MYC_TARGETS_V10.435Inavolisib— uncovered
MTORC1_SIGNALING0.430Inavolisib— uncovered
GLYCOLYSIS0.399Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.398Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.391Idelalisib— uncovered
HYPOXIA0.367Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.305Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.304Inavolisib— uncovered
APOPTOSIS0.268Idelalisib— uncovered
DNA_REPAIR0.268Idelalisib— uncovered
ALLOGRAFT_REJECTION0.250Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.248Inavolisib— uncovered
P53_PATHWAY0.236Idelalisib— uncovered
ANGIOGENESIS0.232Remibrutinib— uncovered
UV_RESPONSE_UP0.208Idelalisib— uncovered