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: IFT20

Gene summary for IFT20

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IFT20

Gene ID

90410

Gene nameintraflagellar transport 20
Gene AliasIFT20
Cytomap17q11.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q8IY31


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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
90410IFT20GSM4909292HumanBreastIDC1.58e-045.53e-010.1236
90410IFT20GSM4909293HumanBreastIDC2.98e-052.69e-010.1581
90410IFT20GSM4909294HumanBreastIDC6.27e-255.65e-010.2022
90410IFT20GSM4909296HumanBreastIDC6.30e-07-1.57e-010.1524
90410IFT20GSM4909297HumanBreastIDC2.14e-05-9.81e-020.1517
90410IFT20GSM4909311HumanBreastIDC6.55e-19-1.77e-010.1534
90410IFT20GSM4909312HumanBreastIDC1.35e-05-3.40e-020.1552
90410IFT20GSM4909313HumanBreastIDC2.26e-02-6.24e-020.0391
90410IFT20GSM4909316HumanBreastIDC5.34e-072.15e-010.21
90410IFT20GSM4909319HumanBreastIDC2.82e-23-1.31e-010.1563
90410IFT20GSM4909320HumanBreastIDC1.06e-02-2.28e-010.1575
90410IFT20GSM4909321HumanBreastIDC5.08e-08-1.04e-010.1559
90410IFT20NCCBC14HumanBreastDCIS5.64e-066.76e-020.2021
90410IFT20NCCBC5HumanBreastDCIS9.16e-152.05e-010.2046
90410IFT20P1HumanBreastIDC2.96e-10-1.01e-010.1527
90410IFT20DCIS2HumanBreastDCIS3.17e-361.18e-010.0085
90410IFT20LZE2THumanEsophagusESCC2.79e-025.09e-010.082
90410IFT20LZE4THumanEsophagusESCC2.67e-081.92e-010.0811
90410IFT20LZE5THumanEsophagusESCC1.83e-023.22e-010.0514
90410IFT20LZE7THumanEsophagusESCC5.88e-041.91e-010.0667
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
GO:00070334ProstateBPHvacuole organization45/3107180/187232.49e-031.34e-0245
GO:0035051ProstateBPHcardiocyte differentiation40/3107156/187232.58e-031.38e-0240
GO:00611624ProstateBPHestablishment of monopolar cell polarity10/310724/187233.21e-031.67e-0210
GO:00451977ProstateBPHestablishment or maintenance of epithelial cell apical/basal polarity15/310744/187233.59e-031.83e-0215
GO:0007611ProstateBPHlearning or memory59/3107255/187234.12e-032.04e-0259
GO:00613393ProstateBPHestablishment or maintenance of monopolar cell polarity10/310725/187234.57e-032.19e-0210
GO:00350892ProstateBPHestablishment of apical/basal cell polarity9/310722/187235.92e-032.73e-029
GO:00017386ProstateBPHmorphogenesis of a polarized epithelium25/310794/187239.36e-033.98e-0225
GO:00000453ProstateBPHautophagosome assembly26/310799/187239.68e-034.09e-0226
GO:00511466ProstateBPHstriated muscle cell differentiation62/3107283/187231.15e-024.68e-0262
GO:001605514ProstateTumorWnt signaling pathway131/3246444/187231.16e-107.11e-09131
GO:019873814ProstateTumorcell-cell signaling by wnt131/3246446/187231.61e-109.69e-09131
GO:000716317ProstateTumorestablishment or maintenance of cell polarity74/3246218/187232.00e-098.86e-0874
GO:007265917ProstateTumorprotein localization to plasma membrane90/3246284/187232.07e-098.99e-0890
GO:003011114ProstateTumorregulation of Wnt signaling pathway99/3246328/187235.92e-092.34e-0799
GO:003070515ProstateTumorcytoskeleton-dependent intracellular transport67/3246195/187236.56e-092.53e-0767
GO:006082814ProstateTumorregulation of canonical Wnt signaling pathway79/3246253/187234.01e-081.25e-0679
GO:199077815ProstateTumorprotein localization to cell periphery97/3246333/187235.88e-081.75e-0697
GO:001623614ProstateTumormacroautophagy87/3246291/187237.82e-082.16e-0687
GO:006007014ProstateTumorcanonical Wnt signaling pathway87/3246303/187235.49e-071.17e-0587
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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
IFT20SNVMissense_Mutationc.152N>Tp.Glu51Valp.E51VQ8IY31protein_codingdeleterious(0.01)probably_damaging(0.914)TCGA-E9-A22E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphaneSD
IFT20insertionIn_Frame_Insnovelc.190_191insTGAAAGGGTCCACGAAGTTGGCTGGCTCTCTGAAAGp.Lys64delinsMetLysGlySerThrLysLeuAlaGlySerLeuLysGlup.K64delinsMKGSTKLAGSLKEQ8IY31protein_codingTCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
IFT20SNVMissense_Mutationnovelc.247N>Tp.Leu83Phep.L83FQ8IY31protein_codingdeleterious(0.01)possibly_damaging(0.51)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
IFT20SNVMissense_Mutationc.341N>Ap.Ala114Aspp.A114DQ8IY31protein_codingtolerated(0.05)possibly_damaging(0.857)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
IFT20SNVMissense_Mutationrs372746932c.401N>Ap.Arg134Glnp.R134QQ8IY31protein_codingtolerated(0.11)benign(0.169)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
IFT20SNVMissense_Mutationnovelc.80N>Cp.Met27Thrp.M27TQ8IY31protein_codingdeleterious(0)benign(0.023)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IFT20SNVMissense_Mutationnovelc.81N>Ap.Met27Ilep.M27IQ8IY31protein_codingdeleterious(0.03)benign(0.013)TCGA-86-7954-01Lunglung adenocarcinomaFemale>=65I/IIChemotherapycarboplatinCR
IFT20SNVMissense_Mutationnovelc.281A>Gp.Glu94Glyp.E94GQ8IY31protein_codingdeleterious(0)probably_damaging(0.967)TCGA-MN-A4N4-01Lunglung adenocarcinomaMale<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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