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

TCGA-98-8023-01A-11R-2247-07

· cohortSQ1

74a79b41-17d6-5144-8644-dc6c5200750d

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
70

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+0.480
  • INTERFERON_ALPHA_RESPONSE+0.470
  • INTERFERON_GAMMA_RESPONSE+0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.430
  • MYC_TARGETS_V2+0.410
  • G2M_CHECKPOINT+0.390
  • IL6_JAK_STAT3_SIGNALING+0.390
  • E2F_TARGETS+0.340
  • APICAL_SURFACE+0.320
  • MYC_TARGETS_V1+0.310

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.360
  • PROTEIN_SECRETION-0.340
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.340
  • FATTY_ACID_METABOLISM-0.300
  • HEME_METABOLISM-0.290
  • ADIPOGENESIS-0.270
  • XENOBIOTIC_METABOLISM-0.200
  • BILE_ACID_METABOLISM-0.170
  • PEROXISOME-0.170
  • ESTROGEN_RESPONSE_EARLY-0.160

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
17c4477a6-c744-412a-8571-bfb62f0dc714
colon-landscapes@1
0.860
2C3L-04071
lung-landscapes@6
cohortSQ10.855
3C3N-03093
lung-landscapes@6
cohortA10.841
4BS_H1ZS5FMZ
brain-umap@2
high-grade glioma0.834
5TCGA-34-5239-01A-21R-1820-07
lung-landscapes@6
cohortSQ10.816
602fde1b1-c95c-4d8f-b57b-355b55072108
colon-landscapes@1
0.815
7SRR4296104
lung-landscapes@6
cohortA10.810
8TCGA-85-A511-01A-21R-A262-07
lung-landscapes@6
cohortSQ10.807
9SJEPD001514_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.806
10SRR650185
bladder-landscape@3
0.803

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.480Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.470Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.430Inavolisib— uncovered
MYC_TARGETS_V20.410Idelalisib— uncovered
G2M_CHECKPOINT0.390Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.390Inavolisib— uncovered
E2F_TARGETS0.340Inavolisib— uncovered
APICAL_SURFACE0.320Temsirolimus— uncovered
MYC_TARGETS_V10.310Inavolisib— uncovered
ANGIOGENESIS0.290Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.250Idelalisib— uncovered
COMPLEMENT0.190Inavolisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.180Inavolisib— uncovered
APICAL_JUNCTION0.160Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.160Idelalisib— uncovered
MITOTIC_SPINDLE0.120Inavolisib— uncovered
IL2_STAT5_SIGNALING0.110Idelalisib— uncovered