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: FXYD2

Gene summary for FXYD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FXYD2

Gene ID

486

Gene nameFXYD domain containing ion transport regulator 2
Gene AliasATP1G1
Cytomap11q23.3
Gene Typeprotein-coding
GO ID

GO:0002028

UniProtAcc

P54710


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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
486FXYD2NAFLD1HumanLiverNAFLD4.64e-05-1.62e+00-0.04
486FXYD2S41HumanLiverCirrhotic8.81e-11-1.37e+00-0.0343
486FXYD2S42HumanLiverHCC2.26e-10-1.62e+00-0.0103
486FXYD2S43HumanLiverCirrhotic2.55e-48-1.37e+00-0.0187
486FXYD2S44HumanLiverHCC1.20e-08-1.62e+00-0.0083
486FXYD2HCC1_MengHumanLiverHCC3.81e-140-6.18e-010.0246
486FXYD2HCC2_MengHumanLiverHCC5.52e-66-1.56e+000.0107
486FXYD2cirrhotic1HumanLiverCirrhotic1.10e-242.58e-010.0202
486FXYD2cirrhotic2HumanLiverCirrhotic1.17e-432.15e-010.0201
486FXYD2cirrhotic3HumanLiverCirrhotic3.11e-02-1.81e-010.0215
486FXYD2p6HumanLiverCyst1.40e-16-1.62e+00-0.0218
486FXYD2HCC1HumanLiverHCC3.90e-21-1.62e+000.5336
486FXYD2HCC5HumanLiverHCC9.67e-38-1.62e+000.4932
486FXYD2Pt13.aHumanLiverHCC3.84e-68-1.59e+000.021
486FXYD2Pt13.bHumanLiverHCC2.37e-72-1.48e+000.0251
486FXYD2Pt13.cHumanLiverHCC2.15e-36-1.53e+000.0076
486FXYD2Pt14.aHumanLiverHCC6.59e-09-1.33e+000.0169
486FXYD2Pt14.bHumanLiverHCC6.83e-17-1.62e+000.018
486FXYD2Pt14.cHumanLiverHCC1.20e-19-1.62e+000.0054
486FXYD2Pt14.dHumanLiverHCC1.34e-64-1.58e+000.0143
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00020286LiverNAFLDregulation of sodium ion transport18/188290/187233.34e-032.93e-0218
GO:00347643LiverNAFLDpositive regulation of transmembrane transport35/1882219/187233.92e-033.32e-0235
GO:19023057LiverNAFLDregulation of sodium ion transmembrane transport14/188268/187236.95e-034.88e-0214
GO:20006516LiverCirrhoticpositive regulation of sodium ion transmembrane transporter activity10/463416/187231.51e-039.91e-0310
GO:19023076LiverCirrhoticpositive regulation of sodium ion transmembrane transport12/463421/187231.53e-039.98e-0312
GO:00107656LiverCirrhoticpositive regulation of sodium ion transport17/463435/187231.93e-031.21e-0217
GO:00324142LiverCystpositive regulation of ion transmembrane transporter activity12/496109/187233.19e-051.84e-0312
GO:00347672LiverCystpositive regulation of ion transmembrane transport15/496167/187233.95e-052.19e-0315
GO:003476411LiverCystpositive regulation of transmembrane transport17/496219/187237.88e-053.78e-0317
GO:00324115LiverCystpositive regulation of transporter activity12/496120/187238.26e-053.92e-0312
GO:190230711LiverCystpositive regulation of sodium ion transmembrane transport5/49621/187231.83e-047.05e-035
GO:200065111LiverCystpositive regulation of sodium ion transmembrane transporter activity4/49616/187236.87e-041.88e-024
GO:00432702LiverCystpositive regulation of ion transport17/496275/187231.12e-032.86e-0217
GO:00228983LiverCystregulation of transmembrane transporter activity17/496278/187231.26e-033.10e-0217
GO:00324094LiverCystregulation of transporter activity18/496310/187231.64e-033.78e-0218
GO:00324123LiverCystregulation of ion transmembrane transporter activity16/496267/187232.12e-034.38e-0216
GO:001076511LiverCystpositive regulation of sodium ion transport5/49635/187232.15e-034.38e-025
GO:1904064LiverCystpositive regulation of cation transmembrane transport11/496151/187232.32e-034.60e-0211
GO:19023079Oral cavityOSCCpositive regulation of sodium ion transmembrane transport14/730521/187239.54e-033.39e-0214
GO:20006519Oral cavityOSCCpositive regulation of sodium ion transmembrane transporter activity11/730516/187231.56e-024.99e-0211
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049762LiverNAFLDBile secretion20/104389/84655.08e-034.43e-023.57e-0220
hsa0497611LiverNAFLDBile secretion20/104389/84655.08e-034.43e-023.57e-0220
hsa0491912LiverHCCThyroid hormone signaling pathway75/4020121/84658.76e-043.38e-031.88e-0375
hsa0491913LiverHCCThyroid hormone signaling pathway75/4020121/84658.76e-043.38e-031.88e-0375
hsa0426014LiverCystCardiac muscle contraction16/33987/84652.73e-075.24e-064.33e-0616
hsa0497810LiverCystMineral absorption8/33960/84652.53e-032.08e-021.72e-028
hsa0426015LiverCystCardiac muscle contraction16/33987/84652.73e-075.24e-064.33e-0616
hsa0497811LiverCystMineral absorption8/33960/84652.53e-032.08e-021.72e-028
hsa0491926Oral cavityOSCCThyroid hormone signaling pathway73/3704121/84651.63e-045.52e-042.81e-0473
hsa04919112Oral cavityOSCCThyroid hormone signaling pathway73/3704121/84651.63e-045.52e-042.81e-0473
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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
FXYD2SNVMissense_Mutationrs761860028c.173N>Ap.Arg58Hisp.R58HP54710protein_codingtolerated(0.28)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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
486FXYD2DRUGGABLE GENOME, TRANSPORTERinhibitorCHEMBL1751DIGOXIN
486FXYD2DRUGGABLE GENOME, TRANSPORTERinhibitorCHEMBL3545057ACETYLDIGITOXIN
486FXYD2DRUGGABLE GENOME, TRANSPORTERinhibitorCHEMBL254219DIGITOXIN
486FXYD2DRUGGABLE GENOME, TRANSPORTERinhibitorCHEMBL1614DESLANOSIDE
486FXYD2DRUGGABLE GENOME, TRANSPORTERCYCLOTHIAZIDECYCLOTHIAZIDE
486FXYD2DRUGGABLE GENOME, TRANSPORTERCYCLOTHIAZIDECYCLOTHIAZIDE
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