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: FAM120B

Gene summary for FAM120B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM120B

Gene ID

84498

Gene namefamily with sequence similarity 120B
Gene AliasCCPG
Cytomap6q27
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

A0A0D9SEJ5


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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
84498FAM120BHTA11_3410_2000001011HumanColorectumAD2.26e-15-5.12e-010.0155
84498FAM120BHTA11_3361_2000001011HumanColorectumAD8.30e-03-4.49e-01-0.1207
84498FAM120BHTA11_866_3004761011HumanColorectumAD2.72e-03-3.84e-010.096
84498FAM120BHTA11_99999970781_79442HumanColorectumMSS2.45e-05-3.29e-010.294
84498FAM120BHTA11_99999973899_84307HumanColorectumMSS2.82e-03-5.40e-010.2585
84498FAM120BHTA11_99999974143_84620HumanColorectumMSS1.16e-07-4.10e-010.3005
84498FAM120BF007HumanColorectumFAP3.41e-026.10e-020.1176
84498FAM120BA001-C-207HumanColorectumFAP1.11e-02-8.93e-020.1278
84498FAM120BA015-C-203HumanColorectumFAP9.00e-30-3.53e-01-0.1294
84498FAM120BA015-C-204HumanColorectumFAP2.21e-08-3.35e-01-0.0228
84498FAM120BA014-C-040HumanColorectumFAP1.23e-05-3.49e-01-0.1184
84498FAM120BA002-C-201HumanColorectumFAP2.39e-12-1.79e-010.0324
84498FAM120BA002-C-203HumanColorectumFAP3.57e-04-1.08e-010.2786
84498FAM120BA001-C-119HumanColorectumFAP1.75e-07-3.19e-01-0.1557
84498FAM120BA001-C-108HumanColorectumFAP2.11e-17-5.51e-02-0.0272
84498FAM120BA002-C-205HumanColorectumFAP1.30e-22-3.60e-01-0.1236
84498FAM120BA001-C-104HumanColorectumFAP5.00e-052.71e-030.0184
84498FAM120BA015-C-006HumanColorectumFAP2.40e-15-1.51e-01-0.0994
84498FAM120BA015-C-106HumanColorectumFAP5.68e-15-8.46e-02-0.0511
84498FAM120BA002-C-114HumanColorectumFAP2.12e-18-1.96e-01-0.1561
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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
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
∗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:0030522ColorectumADintracellular receptor signaling pathway87/3918265/187233.69e-061.03e-0487
GO:00305222ColorectumMSSintracellular receptor signaling pathway84/3467265/187231.47e-076.79e-0684
GO:00305223ColorectumFAPintracellular receptor signaling pathway67/2622265/187236.84e-073.28e-0567
GO:00305224ColorectumCRCintracellular receptor signaling pathway61/2078265/187232.00e-083.23e-0661
GO:0030522110EsophagusESCCintracellular receptor signaling pathway170/8552265/187238.58e-102.09e-08170
GO:00454449EsophagusESCCfat cell differentiation135/8552229/187233.38e-052.78e-04135
GO:00305227LungIACintracellular receptor signaling pathway59/2061265/187238.88e-088.50e-0659
GO:00454443LungIACfat cell differentiation42/2061229/187236.19e-048.50e-0342
GO:003052213LungAISintracellular receptor signaling pathway53/1849265/187234.57e-073.55e-0553
GO:004544411LungAISfat cell differentiation37/1849229/187231.88e-032.08e-0237
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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
FAM120BSNVMissense_Mutationrs546217680c.1748N>Gp.Val583Glyp.V583Gprotein_codingtolerated(0.21)benign(0.366)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM120BSNVMissense_Mutationrs774898725c.586N>Tp.Leu196Phep.L196Fprotein_codingdeleterious(0)benign(0.19)TCGA-BH-A0B7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
FAM120BdeletionIn_Frame_Delc.387_392delNNNNNNp.Lys130_Asn131delp.K130_N131delprotein_codingTCGA-A8-A06Y-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
FAM120BinsertionNonsense_Mutationnovelc.2216_2217insGCTAACATTTTACCGCATTTATGAAAAGAAGTAACTTTGTAp.Phe740LeufsTer11p.F740Lfs*11protein_codingTCGA-BH-A0BR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM120BSNVMissense_Mutationnovelc.485N>Cp.Val162Alap.V162Aprotein_codingdeleterious(0.05)benign(0.04)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
FAM120BSNVMissense_Mutationrs777800651c.380G>Ap.Arg127Glnp.R127Qprotein_codingdeleterious(0)probably_damaging(0.997)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FAM120BSNVMissense_Mutationc.1978T>Cp.Cys660Argp.C660Rprotein_codingtolerated(0.42)benign(0.003)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAM120BSNVMissense_Mutationrs546217680c.1748T>Gp.Val583Glyp.V583Gprotein_codingtolerated(0.21)benign(0.366)TCGA-AA-3818-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAM120BSNVMissense_Mutationnovelc.2306N>Tp.Ala769Valp.A769Vprotein_codingtolerated(0.26)benign(0.395)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAM120BSNVMissense_Mutationrs544872777c.2642N>Ap.Arg881Glnp.R881Qprotein_codingtolerated(0.05)benign(0.051)TCGA-AA-3864-01Colorectumcolon 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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