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: FXYD1

Gene summary for FXYD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FXYD1

Gene ID

5348

Gene nameFXYD domain containing ion transport regulator 1
Gene AliasPLM
Cytomap19q13.12
Gene Typeprotein-coding
GO ID

GO:0002028

UniProtAcc

O00168


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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
5348FXYD1LZE22THumanEsophagusESCC1.57e-021.93e-010.068
5348FXYD1P8T-EHumanEsophagusESCC4.41e-074.37e-010.0889
5348FXYD1P9T-EHumanEsophagusESCC1.60e-176.36e-010.1131
5348FXYD1P11T-EHumanEsophagusESCC2.94e-148.93e-010.1426
5348FXYD1P19T-EHumanEsophagusESCC1.65e-101.48e+000.1662
5348FXYD1P20T-EHumanEsophagusESCC3.20e-075.08e-010.1124
5348FXYD1P22T-EHumanEsophagusESCC9.20e-061.65e-010.1236
5348FXYD1P44T-EHumanEsophagusESCC1.67e-063.58e-010.1096
5348FXYD1P49T-EHumanEsophagusESCC7.48e-034.63e-010.1768
5348FXYD1P61T-EHumanEsophagusESCC5.99e-032.91e-010.099
5348FXYD1P74T-EHumanEsophagusESCC2.07e-185.00e-010.1479
5348FXYD1P79T-EHumanEsophagusESCC1.35e-234.24e-010.1154
5348FXYD1P130T-EHumanEsophagusESCC2.02e-062.11e-010.1676
5348FXYD1C21HumanOral cavityOSCC9.44e-05-5.04e-010.2678
5348FXYD1C43HumanOral cavityOSCC1.51e-09-4.99e-010.1704
5348FXYD1C46HumanOral cavityOSCC1.83e-07-4.82e-010.1673
5348FXYD1C57HumanOral cavityOSCC1.66e-07-5.26e-010.1679
5348FXYD1C08HumanOral cavityOSCC8.48e-07-4.78e-010.1919
5348FXYD1C09HumanOral cavityOSCC8.04e-05-4.55e-010.1431
5348FXYD1EOLP-1HumanOral cavityEOLP2.37e-05-3.02e-01-0.0202
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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
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
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:190230710EsophagusESCCpositive regulation of sodium ion transmembrane transport15/855221/187231.54e-024.96e-0215
GO:19023079Oral cavityOSCCpositive regulation of sodium ion transmembrane transport14/730521/187239.54e-033.39e-0214
GO:190230516Oral cavityEOLPregulation of sodium ion transmembrane transport17/221868/187232.00e-031.28e-0217
GO:00030128Oral cavityEOLPmuscle system process71/2218452/187237.83e-033.73e-0271
GO:190230713Oral cavityEOLPpositive regulation of sodium ion transmembrane transport7/221821/187238.36e-033.91e-027
GO:190230517Oral cavityNEOLPregulation of sodium ion transmembrane transport16/200568/187231.84e-031.26e-0216
GO:000202813Oral cavityNEOLPregulation of sodium ion transport18/200590/187236.48e-033.33e-0218
GO:20006499Oral cavityNEOLPregulation of sodium ion transmembrane transporter activity13/200558/187237.35e-033.71e-0213
GO:00109598Oral cavityNEOLPregulation of metal ion transport59/2005406/187239.36e-034.44e-0259
GO:190230715ThyroidATCpositive regulation of sodium ion transmembrane transport13/629321/187237.34e-032.87e-0213
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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
FXYD1SNVMissense_Mutationnovelc.269N>Ap.Arg90Hisp.R90HO00168protein_codingdeleterious(0.01)probably_damaging(0.98)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FXYD1SNVMissense_Mutationnovelc.214N>Ap.Glu72Lysp.E72KO00168protein_codingtolerated(0.2)benign(0.214)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
FXYD1SNVMissense_Mutationnovelc.160A>Gp.Ile54Valp.I54VO00168protein_codingtolerated(0.06)probably_damaging(0.981)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
FXYD1SNVMissense_Mutationnovelc.272G>Tp.Arg91Metp.R91MO00168protein_codingtolerated(0.19)probably_damaging(0.984)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
FXYD1SNVMissense_Mutationnovelc.30N>Ap.Phe10Leup.F10LO00168protein_codingtolerated(0.82)benign(0)TCGA-AX-A2IO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
FXYD1SNVMissense_Mutationnovelc.254N>Ap.Arg85Hisp.R85HO00168protein_codingdeleterious(0.02)probably_damaging(0.98)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
FXYD1SNVMissense_Mutationnovelc.241N>Ap.Arg81Serp.R81SO00168protein_codingdeleterious(0.02)probably_damaging(0.972)TCGA-53-7626-01Lunglung adenocarcinomaFemale>=65I/IIUnspecificCisplatinPD
FXYD1SNVMissense_Mutationc.16N>Ap.His6Asnp.H6NO00168protein_codingdeleterious(0.04)benign(0.011)TCGA-18-3411-01Lunglung squamous cell carcinomaFemale<65III/IVUnknownUnknownSD
FXYD1SNVMissense_Mutationc.111N>Tp.Gln37Hisp.Q37HO00168protein_codingdeleterious(0)possibly_damaging(0.503)TCGA-21-5787-01Lunglung squamous cell carcinomaMale>=65III/IVUnknownUnknownPD
FXYD1SNVMissense_Mutationnovelc.253N>Ap.Arg85Serp.R85SO00168protein_codingdeleterious(0.04)probably_damaging(0.972)TCGA-85-6561-01Lunglung squamous cell carcinomaMale>=65I/IIChemotherapycisplatinSD
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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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