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: FAM198B

Gene summary for FAM198B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM198B

Gene ID

51313

Gene namegolgi associated kinase 1B
Gene AliasAD021
Cytomap4q32.1
Gene Typeprotein-coding
GO ID

GO:0000139

UniProtAcc

Q6UWH4


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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
51313FAM198BGSM4909298HumanBreastIDC5.80e-224.09e-010.1551
51313FAM198BGSM4909304HumanBreastIDC5.74e-245.25e-010.1636
51313FAM198BM5HumanBreastIDC6.26e-076.83e-010.1598
51313FAM198BP4T-EHumanEsophagusESCC1.43e-042.60e-010.1323
51313FAM198BP5T-EHumanEsophagusESCC1.94e-021.62e-010.1327
51313FAM198BP8T-EHumanEsophagusESCC3.24e-113.47e-010.0889
51313FAM198BP9T-EHumanEsophagusESCC1.66e-042.95e-010.1131
51313FAM198BP11T-EHumanEsophagusESCC6.58e-065.71e-010.1426
51313FAM198BP12T-EHumanEsophagusESCC7.54e-031.87e-010.1122
51313FAM198BP32T-EHumanEsophagusESCC3.81e-043.19e-010.1666
51313FAM198BP37T-EHumanEsophagusESCC1.28e-021.44e-010.1371
51313FAM198BP42T-EHumanEsophagusESCC3.98e-045.25e-010.1175
51313FAM198BP44T-EHumanEsophagusESCC2.76e-053.02e-010.1096
51313FAM198BP61T-EHumanEsophagusESCC9.05e-144.45e-010.099
51313FAM198BP79T-EHumanEsophagusESCC9.38e-037.83e-020.1154
51313FAM198BP107T-EHumanEsophagusESCC2.29e-031.21e-010.171
51313FAM198BATC12HumanThyroidATC1.45e-163.77e-010.34
51313FAM198BATC2HumanThyroidATC2.12e-151.65e+000.34
51313FAM198BATC4HumanThyroidATC1.33e-164.70e-010.34
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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
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
FAM198BinsertionNonsense_Mutationnovelc.635_636insTGACAGTCAGGCATACTATTAAATAGGTTACTATGGGAGGAAGTAp.Ala212_Pro213insAspSerGlnAlaTyrTyrTerIleGlyTyrTyrGlyArgLysTyrp.A212_P213insDSQAYY*IGYYGRKYQ6UWH4protein_codingTCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
FAM198BinsertionNonsense_Mutationnovelc.1285_1286insTCAAGGTTAACTCAATATCTGTGTGAAAGAGAp.Asp429ValfsTer9p.D429Vfs*9Q6UWH4protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM198BinsertionIn_Frame_Insnovelc.1015_1016insTGAGTGAGAACATACGATGTTTGGTTTTCCATTp.Thr339delinsMetSerGluAsnIleArgCysLeuValPheHisSerp.T339delinsMSENIRCLVFHSQ6UWH4protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM198BinsertionFrame_Shift_Insnovelc.726_727insCTGGGAGGATATGAGAGTTCCAGGGAAATGCTGTATTp.Gly243LeufsTer33p.G243Lfs*33Q6UWH4protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
FAM198BdeletionFrame_Shift_Delnovelc.852delNp.Ile285SerfsTer11p.I285Sfs*11Q6UWH4protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
FAM198BSNVMissense_Mutationc.214C>Ap.Arg72Serp.R72SQ6UWH4protein_codingtolerated(0.11)benign(0.196)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
FAM198BSNVMissense_Mutationnovelc.980T>Gp.Val327Glyp.V327GQ6UWH4protein_codingtolerated(0.33)benign(0)TCGA-A6-6649-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilSD
FAM198BSNVMissense_Mutationrs762188501c.665G>Ap.Arg222Glnp.R222QQ6UWH4protein_codingtolerated(0.59)benign(0.003)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FAM198BSNVMissense_Mutationc.697N>Ap.Ala233Thrp.A233TQ6UWH4protein_codingtolerated(0.57)benign(0.005)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
FAM198BSNVMissense_Mutationrs376041501c.566N>Ap.Arg189Glnp.R189QQ6UWH4protein_codingtolerated(0.6)benign(0.003)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=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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