Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: CUTC

Gene summary for CUTC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CUTC

Gene ID

51076

Gene namecutC copper transporter
Gene AliasCGI-32
Cytomap10q24.2
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

Q9NTM9


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
51076CUTCLZE4THumanEsophagusESCC6.33e-051.30e-010.0811
51076CUTCLZE24THumanEsophagusESCC2.92e-132.57e-010.0596
51076CUTCLZE6THumanEsophagusESCC1.68e-122.96e-010.0845
51076CUTCP2T-EHumanEsophagusESCC5.03e-121.94e-010.1177
51076CUTCP4T-EHumanEsophagusESCC1.79e-102.25e-010.1323
51076CUTCP5T-EHumanEsophagusESCC7.14e-131.77e-010.1327
51076CUTCP8T-EHumanEsophagusESCC3.19e-121.15e-010.0889
51076CUTCP9T-EHumanEsophagusESCC4.76e-071.93e-010.1131
51076CUTCP10T-EHumanEsophagusESCC1.72e-053.01e-040.116
51076CUTCP11T-EHumanEsophagusESCC3.94e-021.05e-010.1426
51076CUTCP12T-EHumanEsophagusESCC5.91e-222.59e-010.1122
51076CUTCP15T-EHumanEsophagusESCC1.83e-081.42e-010.1149
51076CUTCP16T-EHumanEsophagusESCC4.09e-201.72e-010.1153
51076CUTCP17T-EHumanEsophagusESCC4.53e-031.81e-010.1278
51076CUTCP19T-EHumanEsophagusESCC1.23e-033.62e-010.1662
51076CUTCP20T-EHumanEsophagusESCC1.42e-141.60e-010.1124
51076CUTCP21T-EHumanEsophagusESCC6.04e-222.31e-010.1617
51076CUTCP22T-EHumanEsophagusESCC3.88e-131.21e-010.1236
51076CUTCP23T-EHumanEsophagusESCC2.71e-225.15e-010.108
51076CUTCP24T-EHumanEsophagusESCC3.67e-081.42e-010.1287
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:005507617EsophagusESCCtransition metal ion homeostasis87/8552138/187232.85e-052.37e-0487
GO:00550703EsophagusESCCcopper ion homeostasis15/855218/187231.20e-035.88e-0315
GO:00512623EsophagusESCCprotein tetramerization54/855287/187231.50e-037.06e-0354
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:005507612LiverHCCtransition metal ion homeostasis81/7958138/187238.87e-057.72e-0481
GO:0055070LiverHCCcopper ion homeostasis14/795818/187232.57e-031.23e-0214
GO:00000411LiverHCCtransition metal ion transport59/7958105/187233.18e-031.47e-0259
GO:0051262LiverHCCprotein tetramerization50/795887/187233.42e-031.55e-0250
GO:005507610Oral cavityOSCCtransition metal ion homeostasis81/7305138/187232.13e-062.72e-0581
GO:0051259Oral cavityOSCCprotein complex oligomerization121/7305238/187231.29e-049.21e-04121
GO:00550702Oral cavityOSCCcopper ion homeostasis14/730518/187239.51e-044.96e-0314
GO:00512622Oral cavityOSCCprotein tetramerization48/730587/187231.60e-037.62e-0348
GO:00512591Oral cavityLPprotein complex oligomerization85/4623238/187238.81e-051.11e-0385
GO:005507616Oral cavityLPtransition metal ion homeostasis54/4623138/187231.19e-041.40e-0354
GO:005126211Oral cavityLPprotein tetramerization35/462387/187239.81e-048.28e-0335
GO:00550701Oral cavityLPcopper ion homeostasis10/462318/187234.91e-033.06e-0210
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
CUTCSNVMissense_Mutationnovelc.713C>Tp.Ser238Leup.S238LQ9NTM9protein_codingtolerated(0.19)benign(0.007)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CUTCSNVMissense_Mutationc.188N>Ap.Ser63Asnp.S63NQ9NTM9protein_codingdeleterious(0)possibly_damaging(0.673)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CUTCSNVMissense_Mutationnovelc.266N>Ap.Phe89Tyrp.F89YQ9NTM9protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CUTCSNVMissense_Mutationc.467C>Ap.Ala156Glup.A156EQ9NTM9protein_codingtolerated(1)benign(0.007)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CUTCdeletionFrame_Shift_Delc.233delNp.Phe79LeufsTer2p.F79Lfs*2Q9NTM9protein_codingTCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CUTCSNVMissense_Mutationrs758173583c.802G>Ap.Ala268Thrp.A268TQ9NTM9protein_codingtolerated(0.07)possibly_damaging(0.869)TCGA-AP-A1DM-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CUTCSNVMissense_Mutationnovelc.547C>Tp.Pro183Serp.P183SQ9NTM9protein_codingtolerated(0.11)benign(0.023)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CUTCSNVMissense_Mutationrs749464623c.310N>Tp.Arg104Cysp.R104CQ9NTM9protein_codingtolerated(0.05)benign(0.025)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
CUTCSNVMissense_Mutationc.407N>Gp.Ile136Serp.I136SQ9NTM9protein_codingtolerated(0.4)benign(0.01)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
CUTCSNVMissense_Mutationrs745863158c.301G>Ap.Ala101Thrp.A101TQ9NTM9protein_codingtolerated(0.55)benign(0.001)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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