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: CDIP1

Gene summary for CDIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CDIP1

Gene ID

29965

Gene namecell death inducing p53 target 1
Gene AliasC16orf5
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q9H305


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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
29965CDIP1LZE4THumanEsophagusESCC1.23e-02-5.31e-020.0811
29965CDIP1LZE7THumanEsophagusESCC1.34e-041.13e-010.0667
29965CDIP1LZE8THumanEsophagusESCC1.94e-05-1.56e-020.067
29965CDIP1LZE24THumanEsophagusESCC1.45e-064.08e-020.0596
29965CDIP1P2T-EHumanEsophagusESCC8.97e-276.81e-010.1177
29965CDIP1P4T-EHumanEsophagusESCC1.14e-05-1.52e-020.1323
29965CDIP1P5T-EHumanEsophagusESCC4.41e-07-1.11e-020.1327
29965CDIP1P8T-EHumanEsophagusESCC2.79e-10-1.08e-010.0889
29965CDIP1P9T-EHumanEsophagusESCC2.28e-06-7.64e-020.1131
29965CDIP1P10T-EHumanEsophagusESCC3.34e-162.81e-030.116
29965CDIP1P11T-EHumanEsophagusESCC2.40e-082.10e-010.1426
29965CDIP1P12T-EHumanEsophagusESCC8.42e-235.57e-010.1122
29965CDIP1P15T-EHumanEsophagusESCC1.05e-121.61e-010.1149
29965CDIP1P16T-EHumanEsophagusESCC5.25e-171.25e-010.1153
29965CDIP1P17T-EHumanEsophagusESCC7.02e-032.78e-010.1278
29965CDIP1P20T-EHumanEsophagusESCC1.80e-111.31e-010.1124
29965CDIP1P21T-EHumanEsophagusESCC1.47e-161.83e-010.1617
29965CDIP1P22T-EHumanEsophagusESCC1.47e-171.88e-010.1236
29965CDIP1P23T-EHumanEsophagusESCC1.52e-112.08e-010.108
29965CDIP1P24T-EHumanEsophagusESCC7.51e-08-7.22e-020.1287
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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:0097193111EsophagusESCCintrinsic apoptotic signaling pathway222/8552288/187235.87e-282.02e-25222
GO:0072331111EsophagusESCCsignal transduction by p53 class mediator121/8552163/187239.61e-144.69e-12121
GO:0008630110EsophagusESCCintrinsic apoptotic signaling pathway in response to DNA damage78/855299/187231.43e-115.08e-1078
GO:0042771110EsophagusESCCintrinsic apoptotic signaling pathway in response to DNA damage by p53 class mediator38/855243/187235.75e-091.18e-0738
GO:0072332111EsophagusESCCintrinsic apoptotic signaling pathway by p53 class mediator59/855276/187231.22e-082.42e-0759
GO:003320914EsophagusESCCtumor necrosis factor-mediated signaling pathway67/855299/187237.87e-067.72e-0567
GO:003461220EsophagusESCCresponse to tumor necrosis factor149/8552253/187231.47e-051.33e-04149
GO:007135620EsophagusESCCcellular response to tumor necrosis factor132/8552229/187231.69e-041.11e-03132
GO:009719322LiverHCCintrinsic apoptotic signaling pathway184/7958288/187231.50e-138.32e-12184
GO:007233122LiverHCCsignal transduction by p53 class mediator108/7958163/187237.14e-102.23e-08108
GO:007233212LiverHCCintrinsic apoptotic signaling pathway by p53 class mediator51/795876/187231.27e-051.42e-0451
GO:000863011LiverHCCintrinsic apoptotic signaling pathway in response to DNA damage58/795899/187238.97e-045.29e-0358
GO:003461211LiverHCCresponse to tumor necrosis factor132/7958253/187231.14e-036.48e-03132
GO:004277111LiverHCCintrinsic apoptotic signaling pathway in response to DNA damage by p53 class mediator28/795843/187232.30e-031.14e-0228
GO:007135611LiverHCCcellular response to tumor necrosis factor115/7958229/187231.08e-023.99e-02115
GO:009719320Oral cavityOSCCintrinsic apoptotic signaling pathway202/7305288/187234.64e-271.73e-24202
GO:007233120Oral cavityOSCCsignal transduction by p53 class mediator107/7305163/187234.75e-121.83e-10107
GO:000863018Oral cavityOSCCintrinsic apoptotic signaling pathway in response to DNA damage72/730599/187239.50e-123.50e-1072
GO:007233219Oral cavityOSCCintrinsic apoptotic signaling pathway by p53 class mediator56/730576/187238.43e-102.13e-0856
GO:004277118Oral cavityOSCCintrinsic apoptotic signaling pathway in response to DNA damage by p53 class mediator36/730543/187232.12e-094.97e-0836
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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
CDIP1SNVMissense_Mutationc.137N>Gp.Pro46Argp.P46RQ9H305protein_codingdeleterious(0)probably_damaging(0.994)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
CDIP1SNVMissense_Mutationc.226A>Tp.Thr76Serp.T76SQ9H305protein_codingtolerated(0.96)benign(0)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CDIP1SNVMissense_Mutationnovelc.304N>Ap.Pro102Thrp.P102TQ9H305protein_codingtolerated(0.22)benign(0)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CDIP1SNVMissense_Mutationnovelc.127N>Tp.Pro43Serp.P43SQ9H305protein_codingtolerated(0.16)benign(0)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CDIP1SNVMissense_Mutationnovelc.593A>Gp.Lys198Argp.K198RQ9H305protein_codingtolerated(0.19)probably_damaging(0.992)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CDIP1insertionFrame_Shift_Insnovelc.137dupCp.Ala47CysfsTer9p.A47Cfs*9Q9H305protein_codingTCGA-DF-A2KY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
CDIP1SNVMissense_Mutationc.290C>Tp.Pro97Leup.P97LQ9H305protein_codingtolerated(0.05)benign(0.055)TCGA-P3-A5QE-01Oral cavityhead & neck squamous cell carcinomaMale<65III/IVUnknownUnknownSD
CDIP1SNVMissense_Mutationnovelc.584C>Ap.Pro195Hisp.P195HQ9H305protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EM-A2CK-01Thyroidthyroid carcinomaMale<65I/IIUnknownUnknownSD
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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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