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

C3L-03678

· cohortSQ1

d5decb65-6cc9-56dc-8141-61e45d6b08a4

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
49.88364134

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+0.570
  • G2M_CHECKPOINT+0.340
  • E2F_TARGETS+0.300
  • MYC_TARGETS_V1+0.280
  • APICAL_SURFACE+0.270
  • SPERMATOGENESIS+0.190
  • KRAS_SIGNALING_DN+0.150
  • WNT_BETA_CATENIN_SIGNALING+0.120
  • MITOTIC_SPINDLE+0.110
  • ESTROGEN_RESPONSE_LATE+0.080

Top 10 suppressed

  • PROTEIN_SECRETION-0.440
  • ALLOGRAFT_REJECTION-0.370
  • INFLAMMATORY_RESPONSE-0.370
  • COMPLEMENT-0.360
  • INTERFERON_GAMMA_RESPONSE-0.350
  • ANDROGEN_RESPONSE-0.340
  • IL6_JAK_STAT3_SIGNALING-0.340
  • KRAS_SIGNALING_UP-0.340
  • INTERFERON_ALPHA_RESPONSE-0.330
  • UV_RESPONSE_DN-0.330

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
179227609-ce40-4cf9-a9eb-16732cc2bfc5
colon-landscapes@1
0.882
2SRR6013540
lung-landscapes@6
cohortSQ20.879
3X299bbf8b.babb.4be2.a190.5411dc005aae
lung-landscapes@6
cohortA10.877
4BS_K3ER45RV
brain-umap@2
medulloblastoma0.874
520050169.TNBC
breast-umap@18
E0.873
6TCGA-77-A5G7-01B-11R-A27Q-07
lung-landscapes@6
cohortSQ10.872
7TCGA-AN-A0AR-01A-11R-A00Z-07
breast-umap@18
E0.872
8TCGA-56-7730-01A-11R-2125-07
lung-landscapes@6
cohortSQ20.862
9TCGA-77-6844-01A-11R-1949-07
lung-landscapes@6
cohortSQ10.861
10C3N-01025
lung-landscapes@6
cohortSQ20.860

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.570Idelalisib— uncovered
G2M_CHECKPOINT0.340Inavolisib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
MYC_TARGETS_V10.280Inavolisib— uncovered
APICAL_SURFACE0.270Temsirolimus— uncovered
SPERMATOGENESIS0.190Inavolisib— uncovered
KRAS_SIGNALING_DN0.150Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.120Inavolisib— uncovered
MITOTIC_SPINDLE0.110Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.080Idelalisib— uncovered
P53_PATHWAY0.070Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.070Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.020Inavolisib— uncovered
MTORC1_SIGNALING0.020Inavolisib— uncovered
MYOGENESIS0.020Inavolisib— uncovered
DNA_REPAIR0.010Idelalisib— uncovered
UV_RESPONSE_UP0.010Idelalisib— uncovered