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: DNTTIP1

Gene summary for DNTTIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DNTTIP1

Gene ID

116092

Gene namedeoxynucleotidyltransferase terminal interacting protein 1
Gene AliasC20orf167
Cytomap20q13.12
Gene Typeprotein-coding
GO ID

GO:0000118

UniProtAcc

Q9H147


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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
116092DNTTIP1LP15HumanOral cavityLP3.60e-061.05e+000.2174
116092DNTTIP1SYSMH1HumanOral cavityOSCC1.17e-164.58e-010.1127
116092DNTTIP1SYSMH2HumanOral cavityOSCC8.97e-146.08e-010.2326
116092DNTTIP1SYSMH3HumanOral cavityOSCC3.48e-114.03e-010.2442
116092DNTTIP1SYSMH5HumanOral cavityOSCC8.21e-073.02e-010.0647
116092DNTTIP1SYSMH6HumanOral cavityOSCC3.69e-022.72e-010.1275
116092DNTTIP1GSM5252130_BPH340PrGF_ViaHumanProstateBPH3.48e-066.31e-01-0.1972
116092DNTTIP1GSM5252135_BPH511PrPUr_Fcol_3GEXHumanProstateBPH2.76e-055.24e-01-0.1833
116092DNTTIP1047563_1562-all-cellsHumanProstateBPH7.56e-03-8.37e-020.0791
116092DNTTIP1Dong_P1HumanProstateTumor2.75e-073.95e-020.035
116092DNTTIP1Dong_P3HumanProstateTumor7.82e-03-5.04e-020.0278
116092DNTTIP1Dong_P5HumanProstateTumor4.95e-144.15e-020.053
116092DNTTIP1GSM5353232_PA_PR5249_T1_S3_L001HumanProstateTumor1.22e-029.16e-030.1439
116092DNTTIP1GSM5353243_PA_PR5261_T1_S23_L002HumanProstateTumor2.04e-035.86e-020.1545
116092DNTTIP1P5_S10_cSCCHumanSkincSCC1.63e-061.03e-01-0.299
116092DNTTIP1P1_cSCCHumanSkincSCC5.86e-186.20e-010.0292
116092DNTTIP1P2_cSCCHumanSkincSCC9.94e-134.13e-01-0.024
116092DNTTIP1P4_cSCCHumanSkincSCC5.28e-165.42e-01-0.00290000000000005
116092DNTTIP1P10_cSCCHumanSkincSCC4.39e-216.84e-010.1017
116092DNTTIP1male-WTAHumanThyroidPTC3.31e-201.89e-010.1037
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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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
DNTTIP1SNVMissense_Mutationc.505G>Ap.Gly169Argp.G169RQ9H147protein_codingtolerated(0.05)probably_damaging(0.962)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DNTTIP1SNVMissense_Mutationc.506G>Ap.Gly169Glup.G169EQ9H147protein_codingtolerated(0.06)probably_damaging(0.943)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DNTTIP1SNVMissense_Mutationc.686G>Cp.Arg229Thrp.R229TQ9H147protein_codingdeleterious(0)benign(0.329)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DNTTIP1SNVMissense_Mutationc.430N>Ap.Pro144Thrp.P144TQ9H147protein_codingtolerated(0.05)benign(0.436)TCGA-C8-A12T-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DNTTIP1SNVMissense_Mutationnovelc.437T>Ap.Ile146Lysp.I146KQ9H147protein_codingtolerated(0.68)benign(0.143)TCGA-EW-A1PB-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
DNTTIP1SNVMissense_Mutationnovelc.811N>Ap.Glu271Lysp.E271KQ9H147protein_codingtolerated(0.27)probably_damaging(0.997)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
DNTTIP1SNVMissense_Mutationc.775N>Tp.Arg259Trpp.R259WQ9H147protein_codingdeleterious(0.01)probably_damaging(0.984)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
DNTTIP1SNVMissense_Mutationc.692N>Tp.Arg231Ilep.R231IQ9H147protein_codingdeleterious(0)possibly_damaging(0.66)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
DNTTIP1SNVMissense_Mutationc.298N>Ap.Val100Metp.V100MQ9H147protein_codingdeleterious(0.02)probably_damaging(0.916)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DNTTIP1SNVMissense_Mutationc.951N>Cp.Glu317Aspp.E317DQ9H147protein_codingtolerated(0.5)probably_damaging(0.986)TCGA-AY-6196-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownSD
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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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