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: FAM222B

Gene summary for FAM222B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM222B

Gene ID

55731

Gene namefamily with sequence similarity 222 member B
Gene AliasC17orf63
Cytomap17q11.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A0A024QZ60


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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
55731FAM222BCCI_2HumanCervixCC6.76e-055.48e-010.5249
55731FAM222BCCI_3HumanCervixCC8.62e-117.44e-010.516
55731FAM222BHTA11_3410_2000001011HumanColorectumAD3.81e-08-3.78e-010.0155
55731FAM222BHTA11_347_2000001011HumanColorectumAD3.05e-033.85e-01-0.1954
55731FAM222BHTA11_99999970781_79442HumanColorectumMSS2.68e-05-4.29e-010.294
55731FAM222BF007HumanColorectumFAP2.21e-04-4.43e-010.1176
55731FAM222BA002-C-010HumanColorectumFAP1.27e-03-3.86e-010.242
55731FAM222BA001-C-207HumanColorectumFAP4.16e-06-4.70e-010.1278
55731FAM222BA015-C-203HumanColorectumFAP5.01e-32-6.51e-01-0.1294
55731FAM222BA015-C-204HumanColorectumFAP9.96e-12-6.11e-01-0.0228
55731FAM222BA014-C-040HumanColorectumFAP3.90e-09-7.32e-01-0.1184
55731FAM222BA002-C-201HumanColorectumFAP4.63e-16-5.58e-010.0324
55731FAM222BA002-C-203HumanColorectumFAP5.11e-05-4.17e-010.2786
55731FAM222BA001-C-119HumanColorectumFAP5.03e-03-2.30e-01-0.1557
55731FAM222BA001-C-108HumanColorectumFAP1.73e-19-5.20e-01-0.0272
55731FAM222BA002-C-205HumanColorectumFAP1.02e-23-5.62e-01-0.1236
55731FAM222BA001-C-104HumanColorectumFAP3.25e-04-4.37e-010.0184
55731FAM222BA015-C-005HumanColorectumFAP2.30e-06-4.67e-01-0.0336
55731FAM222BA015-C-006HumanColorectumFAP1.12e-18-6.13e-01-0.0994
55731FAM222BA015-C-106HumanColorectumFAP1.10e-12-4.25e-01-0.0511
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
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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
FAM222BSNVMissense_Mutationc.438C>Gp.His146Glnp.H146QQ8WU58protein_codingtolerated(0.11)possibly_damaging(0.881)TCGA-GM-A2DH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
FAM222BSNVMissense_Mutationc.251N>Tp.Ser84Leup.S84LQ8WU58protein_codingdeleterious(0)benign(0.224)TCGA-GM-A2DO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenCR
FAM222BSNVMissense_Mutationc.804C>Gp.Ile268Metp.I268MQ8WU58protein_codingdeleterious(0)probably_damaging(0.938)TCGA-DG-A2KL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
FAM222BSNVMissense_Mutationc.865G>Cp.Glu289Glnp.E289QQ8WU58protein_codingtolerated(0.18)benign(0.362)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FAM222BSNVMissense_Mutationnovelc.112C>Gp.His38Aspp.H38DQ8WU58protein_codingtolerated(0.44)benign(0.055)TCGA-VS-A8EK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
FAM222BSNVMissense_Mutationc.1300N>Tp.Pro434Serp.P434SQ8WU58protein_codingtolerated(0.06)probably_damaging(0.947)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
FAM222BSNVMissense_Mutationnovelc.1537N>Tp.Thr513Serp.T513SQ8WU58protein_codingtolerated(0.3)possibly_damaging(0.662)TCGA-AA-3667-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FAM222BSNVMissense_Mutationc.1288N>Gp.Thr430Alap.T430AQ8WU58protein_codingtolerated(0.25)probably_damaging(0.986)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FAM222BSNVMissense_Mutationnovelc.1173G>Tp.Lys391Asnp.K391NQ8WU58protein_codingtolerated(0.16)benign(0.056)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FAM222BSNVMissense_Mutationrs184608986c.359N>Ap.Arg120Glnp.R120QQ8WU58protein_codingtolerated(0.06)probably_damaging(0.992)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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