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: FAM84B

Gene summary for FAM84B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM84B

Gene ID

157638

Gene nameLRAT domain containing 2
Gene AliasBCMP101
Cytomap8q24.21
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q96KN1


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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
157638FAM84BGSM4909281HumanBreastIDC4.12e-073.31e-010.21
157638FAM84BGSM4909285HumanBreastIDC3.13e-021.41e-010.21
157638FAM84BGSM4909286HumanBreastIDC9.92e-03-1.89e-010.1081
157638FAM84BGSM4909290HumanBreastIDC3.14e-237.65e-010.2096
157638FAM84BGSM4909291HumanBreastIDC1.38e-146.24e-010.1753
157638FAM84BGSM4909296HumanBreastIDC1.36e-03-1.54e-010.1524
157638FAM84BGSM4909298HumanBreastIDC1.47e-072.95e-010.1551
157638FAM84BGSM4909304HumanBreastIDC4.41e-072.77e-010.1636
157638FAM84BGSM4909311HumanBreastIDC2.39e-07-6.28e-020.1534
157638FAM84BGSM4909312HumanBreastIDC3.00e-061.88e-010.1552
157638FAM84BGSM4909316HumanBreastIDC3.23e-02-7.79e-020.21
157638FAM84BGSM4909319HumanBreastIDC9.82e-10-1.32e-010.1563
157638FAM84BGSM4909321HumanBreastIDC7.25e-03-3.92e-020.1559
157638FAM84Bbrca10HumanBreastPrecancer8.58e-04-1.85e-01-0.0029
157638FAM84BNCCBC14HumanBreastDCIS6.32e-032.05e-020.2021
157638FAM84BNCCBC5HumanBreastDCIS1.24e-052.60e-010.2046
157638FAM84BP1HumanBreastIDC1.31e-05-6.54e-020.1527
157638FAM84BDCIS2HumanBreastDCIS4.28e-544.50e-010.0085
157638FAM84BP1T-EHumanEsophagusESCC6.76e-044.34e-010.0875
157638FAM84BP2T-EHumanEsophagusESCC1.46e-122.29e-010.1177
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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
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
∗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
FAM84BSNVMissense_Mutationnovelc.738N>Gp.Ser246Argp.S246RQ96KN1protein_codingdeleterious(0.02)benign(0.045)TCGA-B6-A401-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
FAM84BSNVMissense_Mutationnovelc.697N>Gp.Gln233Glup.Q233EQ96KN1protein_codingtolerated(0.12)benign(0.034)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
FAM84BSNVMissense_Mutationc.812C>Tp.Thr271Metp.T271MQ96KN1protein_codingtolerated(0.17)benign(0)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
FAM84BSNVMissense_Mutationc.484C>Tp.Arg162Cysp.R162CQ96KN1protein_codingtolerated(0.12)probably_damaging(0.984)TCGA-A5-A2K2-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapytaxolSD
FAM84BSNVMissense_Mutationnovelc.746N>Gp.Asp249Glyp.D249GQ96KN1protein_codingdeleterious(0)probably_damaging(0.937)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
FAM84BdeletionIn_Frame_Delnovelc.572_640delNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNp.Ala191_Arg213delp.A191_R213delQ96KN1protein_codingTCGA-D1-A1NY-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
FAM84BSNVMissense_Mutationc.918G>Cp.Glu306Aspp.E306DQ96KN1protein_codingtolerated_low_confidence(0.1)benign(0)TCGA-FV-A2QQ-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownSD
FAM84BSNVMissense_Mutationc.104C>Ap.Ser35Tyrp.S35YQ96KN1protein_codingdeleterious(0)probably_damaging(0.998)TCGA-50-5072-01Lunglung adenocarcinomaMale>=65III/IVChemotherapycisplatinPD
FAM84BSNVMissense_Mutationc.653G>Tp.Gly218Valp.G218VQ96KN1protein_codingdeleterious(0)probably_damaging(0.968)TCGA-L9-A7SV-01Lunglung adenocarcinomaMale>=65I/IIChemotherapycisplatinCR
FAM84BSNVMissense_Mutationnovelc.407N>Tp.Tyr136Phep.Y136FQ96KN1protein_codingtolerated(0.09)possibly_damaging(0.908)TCGA-85-A4QQ-01Lunglung squamous cell carcinomaMale>=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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