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: FAM210B

Gene summary for FAM210B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM210B

Gene ID

116151

Gene namefamily with sequence similarity 210 member B
Gene Alias5A3
Cytomap20q13.2
Gene Typeprotein-coding
GO ID

GO:0002262

UniProtAcc

Q96KR6


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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
116151FAM210BGSM4909281HumanBreastIDC8.09e-042.91e-010.21
116151FAM210BGSM4909282HumanBreastIDC1.29e-103.81e-01-0.0288
116151FAM210BGSM4909286HumanBreastIDC1.13e-043.02e-010.1081
116151FAM210BGSM4909296HumanBreastIDC4.38e-03-7.38e-020.1524
116151FAM210BGSM4909298HumanBreastIDC3.51e-104.44e-010.1551
116151FAM210BGSM4909301HumanBreastIDC2.58e-095.13e-010.1577
116151FAM210BGSM4909304HumanBreastIDC1.04e-104.43e-010.1636
116151FAM210BGSM4909311HumanBreastIDC3.34e-09-1.13e-010.1534
116151FAM210BGSM4909317HumanBreastIDC3.86e-721.22e+000.1355
116151FAM210BGSM4909318HumanBreastIDC5.11e-311.34e+000.2031
116151FAM210BGSM4909319HumanBreastIDC5.09e-12-8.70e-020.1563
116151FAM210BGSM4909321HumanBreastIDC9.18e-042.84e-020.1559
116151FAM210BNCCBC14HumanBreastDCIS3.06e-04-5.25e-040.2021
116151FAM210BNCCBC2HumanBreastDCIS2.42e-033.94e-010.1554
116151FAM210BNCCBC5HumanBreastDCIS7.22e-03-4.10e-020.2046
116151FAM210BP1HumanBreastIDC6.93e-076.49e-030.1527
116151FAM210BDCIS2HumanBreastDCIS2.19e-613.94e-010.0085
116151FAM210BHTA11_2487_2000001011HumanColorectumSER1.78e-021.78e-01-0.1808
116151FAM210BHTA11_1938_2000001011HumanColorectumAD4.69e-083.53e-01-0.0811
116151FAM210BHTA11_78_2000001011HumanColorectumAD1.37e-093.24e-01-0.1088
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
GO:003410114BreastIDCerythrocyte homeostasis27/1434129/187231.34e-065.75e-0527
GO:000226214BreastIDCmyeloid cell homeostasis30/1434157/187232.64e-061.01e-0430
GO:003235512BreastIDCresponse to estradiol27/1434141/187237.87e-062.35e-0427
GO:003009914BreastIDCmyeloid cell differentiation54/1434381/187238.07e-062.39e-0454
GO:190370612BreastIDCregulation of hemopoiesis49/1434367/187239.74e-051.86e-0349
GO:003021814BreastIDCerythrocyte differentiation22/1434120/187231.04e-041.97e-0322
GO:004563714BreastIDCregulation of myeloid cell differentiation32/1434210/187231.41e-042.50e-0332
GO:004564613BreastIDCregulation of erythrocyte differentiation12/143447/187231.63e-042.78e-0312
GO:004563912BreastIDCpositive regulation of myeloid cell differentiation18/1434103/187237.77e-049.37e-0318
GO:004887214BreastIDChomeostasis of number of cells36/1434272/187239.10e-041.04e-0236
GO:0045648BreastIDCpositive regulation of erythrocyte differentiation8/143433/187232.85e-032.49e-028
GO:003410124BreastDCISerythrocyte homeostasis27/1390129/187237.31e-073.06e-0527
GO:000226224BreastDCISmyeloid cell homeostasis30/1390157/187231.39e-065.33e-0530
GO:003009924BreastDCISmyeloid cell differentiation55/1390381/187231.50e-065.68e-0555
GO:004563722BreastDCISregulation of myeloid cell differentiation34/1390210/187231.33e-053.32e-0434
GO:003235521BreastDCISresponse to estradiol26/1390141/187231.34e-053.33e-0426
GO:190370622BreastDCISregulation of hemopoiesis50/1390367/187232.21e-055.23e-0450
GO:003021823BreastDCISerythrocyte differentiation22/1390120/187236.60e-051.31e-0322
GO:004564621BreastDCISregulation of erythrocyte differentiation12/139047/187231.22e-042.11e-0312
GO:004563921BreastDCISpositive regulation of myeloid cell differentiation19/1390103/187231.86e-043.03e-0319
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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
FAM210BSNVMissense_Mutationc.342A>Gp.Ile114Metp.I114MQ96KR6protein_codingtolerated(0.26)benign(0.125)TCGA-AC-A3TN-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
FAM210BSNVMissense_Mutationc.491G>Cp.Arg164Thrp.R164TQ96KR6protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
FAM210BSNVMissense_Mutationnovelc.235G>Ap.Glu79Lysp.E79KQ96KR6protein_codingtolerated(0.27)benign(0.01)TCGA-GM-A2DI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
FAM210BSNVMissense_Mutationrs201707629c.415N>Tp.Val139Leup.V139LQ96KR6protein_codingtolerated(0.31)benign(0.115)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FAM210BinsertionFrame_Shift_Insnovelc.274_275insTp.Gln94SerfsTer42p.Q94Sfs*42Q96KR6protein_codingTCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
FAM210BinsertionFrame_Shift_Insnovelc.362_362+1insTGGTGTGGACATGCCTp.Ala127TrpfsTer14p.A127Wfs*14Q96KR6protein_codingTCGA-22-5492-01Lunglung squamous cell carcinomaFemale>=65III/IVUnknownUnknownSD
FAM210BSNVMissense_Mutationrs534520658c.451N>Ap.Val151Metp.V151MQ96KR6protein_codingdeleterious(0.01)probably_damaging(0.992)TCGA-QK-A6VB-01Oral cavityhead & neck squamous cell carcinomaMale>=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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