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

MNG1008

44a98eac-afda-56e1-94c6-b5725fb53be2

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

  • TGF_BETA_SIGNALING+0.167
  • ALLOGRAFT_REJECTION+0.162
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.159
  • PROTEIN_SECRETION+0.111
  • PI3K_AKT_MTOR_SIGNALING+0.101
  • XENOBIOTIC_METABOLISM+0.098
  • IL6_JAK_STAT3_SIGNALING+0.083
  • P53_PATHWAY+0.074
  • FATTY_ACID_METABOLISM+0.071
  • BILE_ACID_METABOLISM+0.043

Top 10 suppressed

  • ANGIOGENESIS-0.435
  • E2F_TARGETS-0.424
  • MYC_TARGETS_V2-0.398
  • G2M_CHECKPOINT-0.395
  • MYC_TARGETS_V1-0.348
  • INTERFERON_ALPHA_RESPONSE-0.340
  • APICAL_SURFACE-0.284
  • OXIDATIVE_PHOSPHORYLATION-0.206
  • UNFOLDED_PROTEIN_RESPONSE-0.204
  • MTORC1_SIGNALING-0.200

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-05-4384-01A-01R-1755-07
lung-landscapes@6
cohortA20.778
2TCGA-55-8206-01A-11R-2241-07
lung-landscapes@6
cohortA10.765
3AUR-AFE4-TTM1-A-1-1-R-A742-41
breast-umap@18
A0.763
4C3L-02350
lung-landscapes@6
cohortA10.753
5SRR1313099
breast-umap@18
A0.748
6TCGA-86-8056-01A-11R-2241-07
lung-landscapes@6
cohortA10.745
7TCGA-44-5645-01A-01R-1628-07
lung-landscapes@6
cohortA10.740
8MBCProject_5856_T0B_RNA
breast-umap@18
A0.728
9C3N-02721
lung-landscapes@6
cohortA10.724
10TCGA-67-6217-01A-11R-1755-07
lung-landscapes@6
cohortA10.722

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.167Inavolisib— uncovered
ALLOGRAFT_REJECTION0.162Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.159Inavolisib— uncovered
PROTEIN_SECRETION0.111Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.101Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.098Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.083Inavolisib— uncovered
P53_PATHWAY0.074Idelalisib— uncovered
FATTY_ACID_METABOLISM0.071Inavolisib— uncovered
BILE_ACID_METABOLISM0.043Inavolisib— uncovered
ADIPOGENESIS0.040Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.029Inavolisib— uncovered
HEME_METABOLISM0.022Temsirolimus— uncovered
MYOGENESIS0.007Inavolisib— uncovered