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: MFSD14A

Gene summary for MFSD14A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MFSD14A

Gene ID

64645

Gene namemajor facilitator superfamily domain containing 14A
Gene AliasHIAT1
Cytomap1p21.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q96MC6


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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
64645MFSD14ALZE4THumanEsophagusESCC1.66e-081.75e-010.0811
64645MFSD14ALZE7THumanEsophagusESCC2.47e-066.28e-010.0667
64645MFSD14ALZE8THumanEsophagusESCC3.06e-052.21e-010.067
64645MFSD14ALZE22D1HumanEsophagusHGIN3.91e-021.55e-020.0595
64645MFSD14ALZE24THumanEsophagusESCC1.57e-122.10e-010.0596
64645MFSD14ALZE21THumanEsophagusESCC2.41e-025.92e-020.0655
64645MFSD14ALZE6THumanEsophagusESCC3.09e-094.08e-020.0845
64645MFSD14AP1T-EHumanEsophagusESCC1.37e-071.58e-010.0875
64645MFSD14AP2T-EHumanEsophagusESCC2.47e-235.75e-010.1177
64645MFSD14AP4T-EHumanEsophagusESCC2.00e-143.69e-010.1323
64645MFSD14AP5T-EHumanEsophagusESCC5.17e-173.95e-010.1327
64645MFSD14AP8T-EHumanEsophagusESCC2.35e-193.51e-010.0889
64645MFSD14AP9T-EHumanEsophagusESCC7.05e-082.06e-010.1131
64645MFSD14AP10T-EHumanEsophagusESCC1.44e-286.63e-010.116
64645MFSD14AP11T-EHumanEsophagusESCC4.21e-135.67e-010.1426
64645MFSD14AP12T-EHumanEsophagusESCC5.27e-329.99e-010.1122
64645MFSD14AP15T-EHumanEsophagusESCC2.25e-243.47e-010.1149
64645MFSD14AP16T-EHumanEsophagusESCC1.04e-182.70e-010.1153
64645MFSD14AP17T-EHumanEsophagusESCC2.03e-021.47e-010.1278
64645MFSD14AP19T-EHumanEsophagusESCC1.08e-031.94e-010.1662
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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
∗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:00160509EsophagusHGINvesicle organization65/2587300/187231.24e-042.54e-0365
GO:00069975EsophagusHGINnucleus organization34/2587133/187232.20e-044.00e-0334
GO:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:000699713EsophagusESCCnucleus organization96/8552133/187234.66e-101.21e-0896
GO:00160508Oral cavityOSCCvesicle organization189/7305300/187232.40e-172.14e-15189
GO:00069974Oral cavityOSCCnucleus organization85/7305133/187235.12e-091.12e-0785
GO:001605022Oral cavityEOLPvesicle organization65/2218300/187238.62e-072.15e-0565
GO:000699721Oral cavityEOLPnucleus organization29/2218133/187237.82e-046.24e-0329
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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
MFSD14ASNVMissense_Mutationc.844N>Cp.Val282Leup.V282LQ96MC6protein_codingtolerated(0.2)benign(0.162)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
MFSD14AdeletionFrame_Shift_Delnovelc.17delAp.Lys6ArgfsTer27p.K6Rfs*27Q96MC6protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
MFSD14ASNVMissense_Mutationnovelc.53C>Tp.Ala18Valp.A18VQ96MC6protein_codingtolerated(0.38)benign(0.021)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MFSD14ASNVMissense_Mutationc.767N>Ap.Ser256Tyrp.S256YQ96MC6protein_codingdeleterious(0)probably_damaging(0.934)TCGA-EK-A2PL-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
MFSD14ASNVMissense_Mutationnovelc.1273N>Gp.Ile425Valp.I425VQ96MC6protein_codingtolerated(0.73)benign(0.009)TCGA-VS-A8EH-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
MFSD14AdeletionFrame_Shift_Delrs780635289c.806delTp.Leu269TyrfsTer6p.L269Yfs*6Q96MC6protein_codingTCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MFSD14AdeletionFrame_Shift_Delrs780635289c.799delNp.Leu269TyrfsTer6p.L269Yfs*6Q96MC6protein_codingTCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MFSD14ASNVMissense_Mutationc.1141T>Cp.Cys381Argp.C381RQ96MC6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-6652-01Colorectumcolon adenocarcinomaMale<65I/IITargeted Molecular therapycetuximabSD
MFSD14AdeletionFrame_Shift_Delrs780635289c.799delNp.Leu269TyrfsTer6p.L269Yfs*6Q96MC6protein_codingTCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MFSD14AdeletionFrame_Shift_Delrs780635289c.799delNp.Leu269TyrfsTer6p.L269Yfs*6Q96MC6protein_codingTCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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