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: FAM83D

Gene summary for FAM83D

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM83D

Gene ID

81610

Gene namefamily with sequence similarity 83 member D
Gene AliasC20orf129
Cytomap20q11.23
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q9H4H8


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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
81610FAM83DLZE4THumanEsophagusESCC2.09e-271.02e+000.0811
81610FAM83DLZE7THumanEsophagusESCC1.69e-046.23e-010.0667
81610FAM83DLZE20THumanEsophagusESCC2.03e-054.19e-010.0662
81610FAM83DLZE22THumanEsophagusESCC6.13e-036.74e-010.068
81610FAM83DLZE24THumanEsophagusESCC1.09e-033.28e-010.0596
81610FAM83DLZE21THumanEsophagusESCC6.24e-034.26e-010.0655
81610FAM83DP1T-EHumanEsophagusESCC4.36e-076.07e-010.0875
81610FAM83DP2T-EHumanEsophagusESCC1.37e-127.39e-010.1177
81610FAM83DP4T-EHumanEsophagusESCC5.09e-381.20e+000.1323
81610FAM83DP5T-EHumanEsophagusESCC4.15e-195.61e-010.1327
81610FAM83DP8T-EHumanEsophagusESCC5.77e-073.04e-010.0889
81610FAM83DP10T-EHumanEsophagusESCC1.72e-216.75e-010.116
81610FAM83DP12T-EHumanEsophagusESCC1.85e-561.63e+000.1122
81610FAM83DP15T-EHumanEsophagusESCC3.84e-187.08e-010.1149
81610FAM83DP16T-EHumanEsophagusESCC2.30e-063.31e-010.1153
81610FAM83DP17T-EHumanEsophagusESCC2.26e-047.71e-010.1278
81610FAM83DP20T-EHumanEsophagusESCC2.32e-063.75e-010.1124
81610FAM83DP21T-EHumanEsophagusESCC4.75e-043.42e-010.1617
81610FAM83DP22T-EHumanEsophagusESCC1.79e-451.18e+000.1236
81610FAM83DP23T-EHumanEsophagusESCC9.51e-181.18e+000.108
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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
∗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:0042176111EsophagusESCCregulation of protein catabolic process280/8552391/187238.65e-262.39e-23280
GO:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:005131011EsophagusESCCmetaphase plate congression58/855265/187231.81e-138.63e-1258
GO:00988133EsophagusESCCnuclear chromosome segregation187/8552281/187231.00e-124.36e-11187
GO:005130311EsophagusESCCestablishment of chromosome localization67/855280/187231.92e-128.09e-1167
GO:005000011EsophagusESCCchromosome localization68/855282/187233.37e-121.32e-1068
GO:190198713EsophagusESCCregulation of cell cycle phase transition242/8552390/187233.86e-111.26e-09242
GO:004578710EsophagusESCCpositive regulation of cell cycle196/8552313/187239.27e-102.24e-08196
GO:00726985EsophagusESCCprotein localization to microtubule cytoskeleton43/855254/187233.28e-074.61e-0643
GO:004484314EsophagusESCCcell cycle G1/S phase transition148/8552241/187235.68e-077.48e-06148
GO:00443804EsophagusESCCprotein localization to cytoskeleton45/855258/187236.89e-078.99e-0645
GO:19019896EsophagusESCCpositive regulation of cell cycle phase transition77/8552115/187233.20e-063.58e-0577
GO:00900689EsophagusESCCpositive regulation of cell cycle process142/8552236/187234.79e-065.08e-05142
GO:00319294EsophagusESCCTOR signaling79/8552126/187238.57e-056.21e-0479
GO:00018378EsophagusESCCepithelial to mesenchymal transition95/8552157/187231.25e-048.56e-0495
GO:00487628EsophagusESCCmesenchymal cell differentiation133/8552236/187235.94e-043.22e-03133
GO:00320061EsophagusESCCregulation of TOR signaling63/8552104/187231.55e-037.29e-0363
GO:190280613EsophagusESCCregulation of cell cycle G1/S phase transition95/8552168/187232.91e-031.22e-0295
GO:00604856EsophagusESCCmesenchyme development156/8552291/187233.76e-031.53e-02156
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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
FAM83DinsertionNonsense_Mutationnovelc.1385_1386insCAGTTTTTAAAAACTCTGAGGCAAGGp.Pro463SerfsTer3p.P463Sfs*3Q9H4H8protein_codingTCGA-B6-A0IB-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
FAM83DSNVMissense_Mutationrs373299326c.992N>Ap.Arg331Glnp.R331QQ9H4H8protein_codingdeleterious(0.02)possibly_damaging(0.462)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FAM83DSNVMissense_Mutationnovelc.1281N>Tp.Arg427Serp.R427SQ9H4H8protein_codingdeleterious(0)possibly_damaging(0.456)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FAM83DSNVMissense_Mutationc.1522N>Tp.Pro508Serp.P508SQ9H4H8protein_codingtolerated(0.24)benign(0.003)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FAM83DSNVMissense_Mutationc.620N>Cp.Met207Thrp.M207TQ9H4H8protein_codingtolerated(0.54)benign(0.161)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM83DSNVMissense_Mutationc.853C>Ap.Leu285Metp.L285MQ9H4H8protein_codingdeleterious(0.03)probably_damaging(0.992)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM83DSNVMissense_Mutationc.1067N>Tp.Ala356Valp.A356VQ9H4H8protein_codingtolerated(0.19)benign(0.084)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FAM83DSNVMissense_Mutationc.727G>Ap.Glu243Lysp.E243KQ9H4H8protein_codingdeleterious(0.01)possibly_damaging(0.771)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FAM83DSNVMissense_Mutationnovelc.827N>Tp.Ser276Phep.S276FQ9H4H8protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A00O-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
FAM83DSNVMissense_Mutationrs748109756c.794G>Ap.Gly265Aspp.G265DQ9H4H8protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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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