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: CTDNEP1

Gene summary for CTDNEP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CTDNEP1

Gene ID

23399

Gene nameCTD nuclear envelope phosphatase 1
Gene AliasDULLARD
Cytomap17p13.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

O95476


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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
23399CTDNEP1LZE4THumanEsophagusESCC4.45e-05-4.31e-020.0811
23399CTDNEP1LZE5THumanEsophagusESCC3.54e-031.37e-010.0514
23399CTDNEP1LZE7THumanEsophagusESCC2.18e-025.81e-020.0667
23399CTDNEP1LZE8THumanEsophagusESCC2.24e-05-8.13e-020.067
23399CTDNEP1LZE20THumanEsophagusESCC4.68e-06-3.93e-020.0662
23399CTDNEP1LZE22D1HumanEsophagusHGIN3.91e-02-8.24e-020.0595
23399CTDNEP1LZE22THumanEsophagusESCC1.61e-041.89e-010.068
23399CTDNEP1LZE24THumanEsophagusESCC9.40e-143.25e-010.0596
23399CTDNEP1LZE6THumanEsophagusESCC2.63e-06-5.95e-030.0845
23399CTDNEP1P1T-EHumanEsophagusESCC5.22e-051.89e-010.0875
23399CTDNEP1P2T-EHumanEsophagusESCC2.01e-152.56e-020.1177
23399CTDNEP1P4T-EHumanEsophagusESCC2.67e-103.39e-010.1323
23399CTDNEP1P5T-EHumanEsophagusESCC3.23e-11-1.93e-020.1327
23399CTDNEP1P8T-EHumanEsophagusESCC1.55e-181.49e-010.0889
23399CTDNEP1P9T-EHumanEsophagusESCC4.19e-091.71e-010.1131
23399CTDNEP1P10T-EHumanEsophagusESCC3.91e-172.75e-020.116
23399CTDNEP1P11T-EHumanEsophagusESCC2.49e-132.65e-010.1426
23399CTDNEP1P12T-EHumanEsophagusESCC4.60e-136.53e-020.1122
23399CTDNEP1P15T-EHumanEsophagusESCC5.05e-11-2.27e-020.1149
23399CTDNEP1P16T-EHumanEsophagusESCC3.02e-13-2.04e-020.1153
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:000647024SkincSCCprotein dephosphorylation111/4864281/187234.10e-077.96e-06111
GO:00717635SkincSCCnuclear membrane organization22/486433/187231.09e-061.93e-0522
GO:00069984SkincSCCnuclear envelope organization28/486447/187231.17e-062.03e-0528
GO:001605524SkincSCCWnt signaling pathway158/4864444/187233.80e-065.70e-05158
GO:019873824SkincSCCcell-cell signaling by wnt158/4864446/187235.08e-067.38e-05158
GO:003011124SkincSCCregulation of Wnt signaling pathway117/4864328/187235.80e-055.75e-04117
GO:009026324SkincSCCpositive regulation of canonical Wnt signaling pathway45/4864106/187231.61e-041.42e-0345
GO:003017724SkincSCCpositive regulation of Wnt signaling pathway55/4864140/187233.72e-042.92e-0355
GO:006007024SkincSCCcanonical Wnt signaling pathway104/4864303/187237.13e-045.03e-03104
GO:006082824SkincSCCregulation of canonical Wnt signaling pathway87/4864253/187231.74e-031.06e-0287
GO:001631115SkincSCCdephosphorylation134/4864417/187232.65e-031.50e-02134
GO:00510814SkincSCCnuclear envelope disassembly7/486411/187239.45e-034.25e-027
GO:0034504111ThyroidPTCprotein localization to nucleus170/5968290/187233.34e-216.38e-19170
GO:0022411113ThyroidPTCcellular component disassembly232/5968443/187231.36e-191.75e-17232
GO:0016055110ThyroidPTCWnt signaling pathway217/5968444/187233.71e-142.30e-12217
GO:0198738110ThyroidPTCcell-cell signaling by wnt217/5968446/187236.68e-143.73e-12217
GO:0030111110ThyroidPTCregulation of Wnt signaling pathway163/5968328/187231.05e-114.29e-10163
GO:0060828110ThyroidPTCregulation of canonical Wnt signaling pathway123/5968253/187231.83e-084.26e-07123
GO:0060070110ThyroidPTCcanonical Wnt signaling pathway141/5968303/187235.71e-081.21e-06141
GO:003017719ThyroidPTCpositive regulation of Wnt signaling pathway72/5968140/187231.16e-061.69e-0572
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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
CTDNEP1insertionFrame_Shift_Insnovelc.213_214insGGGAGp.Leu72GlyfsTer12p.L72Gfs*12O95476protein_codingTCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CTDNEP1insertionFrame_Shift_Insnovelc.657_658insCCCAp.Met220ProfsTer11p.M220Pfs*11O95476protein_codingTCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
CTDNEP1SNVMissense_Mutationrs748108988c.158N>Ap.Arg53Glnp.R53QO95476protein_codingtolerated(0.18)benign(0.042)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CTDNEP1SNVMissense_Mutationrs759009701c.697G>Ap.Val233Metp.V233MO95476protein_codingdeleterious(0)possibly_damaging(0.756)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CTDNEP1SNVMissense_Mutationc.376G>Ap.Glu126Lysp.E126KO95476protein_codingtolerated(0.1)possibly_damaging(0.703)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CTDNEP1SNVMissense_Mutationc.431N>Cp.Lys144Thrp.K144TO95476protein_codingtolerated(0.13)possibly_damaging(0.568)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
CTDNEP1SNVMissense_Mutationc.7C>Tp.Arg3Trpp.R3WO95476protein_codingtolerated_low_confidence(0.12)benign(0.232)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CTDNEP1SNVMissense_Mutationc.376N>Ap.Glu126Lysp.E126KO95476protein_codingtolerated(0.1)possibly_damaging(0.703)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CTDNEP1SNVMissense_Mutationnovelc.125G>Ap.Arg42Glnp.R42QO95476protein_codingtolerated(0.08)benign(0.162)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
CTDNEP1SNVMissense_Mutationnovelc.609A>Cp.Lys203Asnp.K203NO95476protein_codingdeleterious(0.03)probably_damaging(0.944)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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