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

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· cohortSQ1

87fef4f1-2f03-5be9-a767-56faf0f0c4e0

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
cohortSQ1
subtype
cohortSQ1
age_years
74

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+0.440
  • MYC_TARGETS_V1+0.370
  • E2F_TARGETS+0.330
  • G2M_CHECKPOINT+0.290
  • OXIDATIVE_PHOSPHORYLATION+0.250
  • DNA_REPAIR+0.240
  • SPERMATOGENESIS+0.120
  • ANGIOGENESIS+0.100
  • UNFOLDED_PROTEIN_RESPONSE+0.100
  • KRAS_SIGNALING_DN+0.080

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.430
  • INTERFERON_ALPHA_RESPONSE-0.420
  • INTERFERON_GAMMA_RESPONSE-0.380
  • INFLAMMATORY_RESPONSE-0.370
  • KRAS_SIGNALING_UP-0.350
  • COMPLEMENT-0.340
  • ALLOGRAFT_REJECTION-0.330
  • IL6_JAK_STAT3_SIGNALING-0.330
  • TGF_BETA_SIGNALING-0.330
  • IL2_STAT5_SIGNALING-0.320

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_R439VVPK
brain-umap@2
medulloblastoma0.900
2s_150324_3a
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.897
3TCGA-NC-A5HH-01A-11R-A26W-07
lung-landscapes@6
cohortMD10.892
4X97abcebb.f885.4eca.9af4.91a0adb97578
lung-landscapes@6
cohortMD10.891
5AUR-AG0N-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.886
6SRR8518260
breast-umap@18
A0.885
7C3L-00993
lung-landscapes@6
cohortSQ10.883
8MNG392
mng-umap@100
0.883
9BS_JZRM1S3T
brain-umap@2
medulloblastoma0.882
101b572d35-f98e-4389-b234-a2591a74d7a8
melanoma-umap@29
0.882

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.440Idelalisib— uncovered
MYC_TARGETS_V10.370Inavolisib— uncovered
E2F_TARGETS0.330Inavolisib— uncovered
G2M_CHECKPOINT0.290Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.250Remibrutinib— uncovered
DNA_REPAIR0.240Idelalisib— uncovered
SPERMATOGENESIS0.120Inavolisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.100Idelalisib— uncovered
KRAS_SIGNALING_DN0.080Remibrutinib— uncovered
GLYCOLYSIS0.070Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.060Inavolisib— uncovered
MTORC1_SIGNALING0.050Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.040Inavolisib— uncovered
PEROXISOME0.030Idelalisib— uncovered