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: FAM76B

Gene summary for FAM76B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM76B

Gene ID

143684

Gene namefamily with sequence similarity 76 member B
Gene AliasFAM76B
Cytomap11q21
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

F5GX09


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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
143684FAM76BLZE4THumanEsophagusESCC8.69e-044.55e-020.0811
143684FAM76BLZE7THumanEsophagusESCC1.75e-021.20e-010.0667
143684FAM76BLZE20THumanEsophagusESCC7.57e-045.55e-020.0662
143684FAM76BLZE24THumanEsophagusESCC2.00e-151.51e-010.0596
143684FAM76BLZE21THumanEsophagusESCC1.39e-022.02e-010.0655
143684FAM76BP2T-EHumanEsophagusESCC4.51e-081.34e-010.1177
143684FAM76BP4T-EHumanEsophagusESCC9.40e-194.64e-010.1323
143684FAM76BP5T-EHumanEsophagusESCC1.36e-061.09e-010.1327
143684FAM76BP8T-EHumanEsophagusESCC1.26e-047.90e-030.0889
143684FAM76BP9T-EHumanEsophagusESCC4.64e-041.27e-010.1131
143684FAM76BP10T-EHumanEsophagusESCC2.07e-131.65e-010.116
143684FAM76BP11T-EHumanEsophagusESCC4.74e-031.32e-010.1426
143684FAM76BP12T-EHumanEsophagusESCC4.06e-152.97e-010.1122
143684FAM76BP15T-EHumanEsophagusESCC8.38e-078.25e-020.1149
143684FAM76BP16T-EHumanEsophagusESCC1.53e-061.66e-010.1153
143684FAM76BP17T-EHumanEsophagusESCC2.35e-021.31e-010.1278
143684FAM76BP20T-EHumanEsophagusESCC2.23e-101.45e-010.1124
143684FAM76BP21T-EHumanEsophagusESCC1.84e-131.74e-010.1617
143684FAM76BP22T-EHumanEsophagusESCC6.28e-096.52e-020.1236
143684FAM76BP23T-EHumanEsophagusESCC3.37e-079.56e-020.108
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
FAM76BSNVMissense_Mutationc.136N>Ap.Glu46Lysp.E46KQ5HYJ3protein_codingdeleterious(0)probably_damaging(0.946)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
FAM76BSNVMissense_Mutationc.181N>Ap.Ala61Thrp.A61TQ5HYJ3protein_codingtolerated(0.1)benign(0.401)TCGA-C8-A26W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
FAM76BinsertionNonsense_Mutationnovelc.125_126insAp.Tyr42Terp.Y42*Q5HYJ3protein_codingTCGA-AC-A6NO-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM76BSNVMissense_Mutationnovelc.95N>Ap.Arg32Glnp.R32QQ5HYJ3protein_codingdeleterious(0)probably_damaging(0.966)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FAM76BSNVMissense_Mutationc.136N>Cp.Glu46Glnp.E46QQ5HYJ3protein_codingdeleterious(0)possibly_damaging(0.848)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
FAM76BSNVMissense_Mutationc.425N>Tp.Thr142Metp.T142MQ5HYJ3protein_codingdeleterious(0)probably_damaging(0.975)TCGA-VS-A9UU-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FAM76BSNVMissense_Mutationrs565105324c.206N>Tp.Thr69Metp.T69MQ5HYJ3protein_codingdeleterious(0.01)probably_damaging(0.921)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
FAM76BSNVMissense_Mutationc.782N>Ap.Arg261Hisp.R261HQ5HYJ3protein_codingdeleterious(0)probably_damaging(0.946)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM76BSNVMissense_Mutationc.643N>Tp.Thr215Serp.T215SQ5HYJ3protein_codingtolerated(0.83)benign(0.05)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
FAM76BSNVMissense_Mutationrs372898056c.341N>Ap.Arg114Glnp.R114QQ5HYJ3protein_codingdeleterious(0.01)probably_damaging(0.964)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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