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: FAM120A

Gene summary for FAM120A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM120A

Gene ID

23196

Gene namefamily with sequence similarity 120A
Gene AliasC9orf10
Cytomap9q22.31
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9NZB2


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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
23196FAM120AP39T-EHumanEsophagusESCC2.26e-122.22e-020.0894
23196FAM120AP40T-EHumanEsophagusESCC1.16e-082.41e-010.109
23196FAM120AP42T-EHumanEsophagusESCC6.55e-213.67e-010.1175
23196FAM120AP44T-EHumanEsophagusESCC2.87e-078.86e-020.1096
23196FAM120AP47T-EHumanEsophagusESCC3.98e-141.37e-010.1067
23196FAM120AP48T-EHumanEsophagusESCC6.50e-112.95e-010.0959
23196FAM120AP49T-EHumanEsophagusESCC5.34e-098.64e-010.1768
23196FAM120AP52T-EHumanEsophagusESCC2.21e-174.51e-010.1555
23196FAM120AP54T-EHumanEsophagusESCC1.56e-173.86e-010.0975
23196FAM120AP57T-EHumanEsophagusESCC9.99e-135.92e-020.0926
23196FAM120AP61T-EHumanEsophagusESCC1.75e-055.98e-020.099
23196FAM120AP62T-EHumanEsophagusESCC1.90e-265.93e-010.1302
23196FAM120AP65T-EHumanEsophagusESCC6.89e-116.66e-020.0978
23196FAM120AP74T-EHumanEsophagusESCC1.45e-247.35e-010.1479
23196FAM120AP75T-EHumanEsophagusESCC2.08e-276.22e-010.1125
23196FAM120AP76T-EHumanEsophagusESCC8.26e-084.30e-020.1207
23196FAM120AP79T-EHumanEsophagusESCC3.21e-121.14e-010.1154
23196FAM120AP80T-EHumanEsophagusESCC2.02e-261.00e+000.155
23196FAM120AP82T-EHumanEsophagusESCC1.85e-065.12e-010.1072
23196FAM120AP83T-EHumanEsophagusESCC1.62e-114.95e-010.1738
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
FAM120ASNVMissense_Mutationnovelc.1193N>Gp.Ser398Cysp.S398CQ9NZB2protein_codingdeleterious(0.03)benign(0.223)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
FAM120ASNVMissense_Mutationc.1828N>Cp.Tyr610Hisp.Y610HQ9NZB2protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM120ASNVMissense_Mutationc.791N>Cp.Leu264Prop.L264PQ9NZB2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E2-A1IF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
FAM120ASNVMissense_Mutationc.760N>Tp.His254Tyrp.H254YQ9NZB2protein_codingtolerated(0.26)probably_damaging(0.986)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FAM120ASNVMissense_Mutationc.1012N>Tp.His338Tyrp.H338YQ9NZB2protein_codingtolerated(1)benign(0.359)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FAM120AinsertionNonsense_Mutationnovelc.2963_2964insGAGTGTTCAGTTTTGACACTCTTTCTGTp.Ile989SerfsTer5p.I989Sfs*5Q9NZB2protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
FAM120AinsertionFrame_Shift_Insnovelc.1480_1481insAACTp.Arg494GlnfsTer62p.R494Qfs*62Q9NZB2protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
FAM120AinsertionNonsense_Mutationnovelc.1481_1482insTCTGTAGCGTCGGCTCGGCTCTGCTGTGGTAGCp.Arg494_Gly495insLeuTerArgArgLeuGlySerAlaValValAlap.R494_G495insL*RRLGSAVVAQ9NZB2protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
FAM120AinsertionIn_Frame_Insnovelc.2897_2898insAATACTGGTp.Gly966_Arg967insIleLeuValp.G966_R967insILVQ9NZB2protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
FAM120AinsertionFrame_Shift_Insnovelc.2899_2900insCCAGGACCATGGGCACAp.Arg967ProfsTer33p.R967Pfs*33Q9NZB2protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
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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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