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: FAM20A

Gene summary for FAM20A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM20A

Gene ID

54757

Gene nameFAM20A golgi associated secretory pathway pseudokinase
Gene AliasAI1G
Cytomap17q24.2
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

B7Z4Y3


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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
54757FAM20ARNA-P10T2-P10T2-4HumanLungAAH4.25e-037.57e-01-0.138
54757FAM20ARNA-P25T1-P25T1-1HumanLungAIS5.52e-115.61e-01-0.2116
54757FAM20ARNA-P25T1-P25T1-3HumanLungAIS2.84e-045.87e-01-0.2107
54757FAM20ARNA-P25T1-P25T1-4HumanLungAIS1.64e-094.78e-01-0.2119
54757FAM20ARNA-P3T-P3T-4HumanLungIAC1.09e-022.31e-010.1859
54757FAM20ARNA-P6T2-P6T2-1HumanLungIAC4.64e-094.09e-01-0.0166
54757FAM20ARNA-P6T2-P6T2-2HumanLungIAC8.22e-134.46e-01-0.0132
54757FAM20ARNA-P6T2-P6T2-3HumanLungIAC2.31e-114.74e-01-0.013
54757FAM20ARNA-P6T2-P6T2-4HumanLungIAC1.26e-104.62e-01-0.0121
54757FAM20ARNA-P7T1-P7T1-1HumanLungAIS1.14e-045.45e-01-0.0961
54757FAM20ARNA-P7T1-P7T1-2HumanLungAIS1.71e-106.87e-01-0.0876
54757FAM20ARNA-P7T1-P7T1-3HumanLungAIS1.24e-046.50e-01-0.0822
54757FAM20ARNA-P7T1-P7T1-4HumanLungAIS3.51e-054.89e-01-0.0809
54757FAM20Amale-WTAHumanThyroidPTC7.30e-122.54e-010.1037
54757FAM20Afemale-WTAHumanThyroidPTC8.84e-095.19e-010.0726
54757FAM20APTC01HumanThyroidPTC6.92e-247.31e-010.1899
54757FAM20APTC04HumanThyroidPTC6.92e-246.12e-010.1927
54757FAM20APTC05HumanThyroidPTC3.34e-301.07e+000.2065
54757FAM20APTC06HumanThyroidPTC2.10e-381.11e+000.2057
54757FAM20APTC07HumanThyroidPTC6.59e-214.77e-010.2044
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00719006LungIACregulation of protein serine/threonine kinase activity71/2061359/187236.33e-073.72e-0571
GO:00458607LungIACpositive regulation of protein kinase activity72/2061386/187234.89e-061.96e-0472
GO:00719024LungIACpositive regulation of protein serine/threonine kinase activity44/2061200/187235.16e-062.04e-0444
GO:00336748LungIACpositive regulation of kinase activity83/2061467/187236.76e-062.45e-0483
GO:003367412LungAISpositive regulation of kinase activity77/1849467/187234.67e-062.31e-0477
GO:004586012LungAISpositive regulation of protein kinase activity65/1849386/187231.27e-054.78e-0465
GO:007190012LungAISregulation of protein serine/threonine kinase activity61/1849359/187231.76e-056.17e-0461
GO:007190211LungAISpositive regulation of protein serine/threonine kinase activity38/1849200/187236.00e-051.65e-0338
GO:003367421LungAAHpositive regulation of kinase activity28/613467/187231.63e-033.96e-0228
GO:0045860111ThyroidPTCpositive regulation of protein kinase activity176/5968386/187238.89e-092.17e-07176
GO:0071900110ThyroidPTCregulation of protein serine/threonine kinase activity164/5968359/187232.41e-085.43e-07164
GO:0033674111ThyroidPTCpositive regulation of kinase activity201/5968467/187231.95e-073.54e-06201
GO:007190210ThyroidPTCpositive regulation of protein serine/threonine kinase activity93/5968200/187231.01e-051.12e-0493
GO:007190025ThyroidATCregulation of protein serine/threonine kinase activity176/6293359/187238.35e-102.17e-08176
GO:004586026ThyroidATCpositive regulation of protein kinase activity185/6293386/187233.00e-097.02e-08185
GO:003367427ThyroidATCpositive regulation of kinase activity212/6293467/187235.89e-081.05e-06212
GO:007190215ThyroidATCpositive regulation of protein serine/threonine kinase activity96/6293200/187231.63e-051.51e-0496
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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
FAM20ASNVMissense_Mutationrs147371993c.827N>Ap.Arg276Glnp.R276QQ96MK3protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A2-A0SW-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexPD
FAM20ASNVMissense_Mutationc.1449N>Cp.Glu483Aspp.E483DQ96MK3protein_codingtolerated(0.24)benign(0.007)TCGA-AN-A0AM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM20ASNVMissense_Mutationc.906N>Cp.Gln302Hisp.Q302HQ96MK3protein_codingtolerated(0.37)possibly_damaging(0.862)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
FAM20ASNVMissense_Mutationc.915C>Gp.Phe305Leup.F305LQ96MK3protein_codingdeleterious(0)probably_damaging(0.978)TCGA-C8-A275-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM20AdeletionFrame_Shift_Delnovelc.1595delCp.Pro532GlnfsTer8p.P532Qfs*8Q96MK3protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
FAM20AdeletionFrame_Shift_Delc.1449delAp.Asp484ThrfsTer23p.D484Tfs*23Q96MK3protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
FAM20ASNVMissense_Mutationc.422N>Cp.Arg141Thrp.R141TQ96MK3protein_codingtolerated(0.48)benign(0.026)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FAM20ASNVMissense_Mutationnovelc.905N>Gp.Gln302Argp.Q302RQ96MK3protein_codingtolerated(0.86)benign(0.023)TCGA-VS-A9UB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FAM20ASNVMissense_Mutationc.948N>Ap.Phe316Leup.F316LQ96MK3protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-3837-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FAM20ASNVMissense_Mutationc.753C>Ap.Phe251Leup.F251LQ96MK3protein_codingtolerated(0.19)benign(0.112)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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