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: MFSD14B

Gene summary for MFSD14B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MFSD14B

Gene ID

84641

Gene namemajor facilitator superfamily domain containing 14B
Gene AliasHIATL1
Cytomap9q22.32
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q5SR56


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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
84641MFSD14BCCI_2HumanCervixCC7.52e-099.51e-010.5249
84641MFSD14BCCI_3HumanCervixCC9.54e-097.13e-010.516
84641MFSD14Bsample3HumanCervixCC5.43e-042.21e-010.1387
84641MFSD14BT3HumanCervixCC4.43e-072.52e-010.1389
84641MFSD14BHTA11_1938_2000001011HumanColorectumAD7.86e-066.39e-01-0.0811
84641MFSD14BHTA11_78_2000001011HumanColorectumAD1.01e-035.14e-01-0.1088
84641MFSD14BHTA11_347_2000001011HumanColorectumAD3.26e-147.16e-01-0.1954
84641MFSD14BHTA11_83_2000001011HumanColorectumSER6.15e-035.15e-01-0.1526
84641MFSD14BHTA11_696_2000001011HumanColorectumAD8.37e-044.47e-01-0.1464
84641MFSD14BHTA11_1391_2000001011HumanColorectumAD2.32e-056.77e-01-0.059
84641MFSD14BHTA11_7663_2000001011HumanColorectumSER1.41e-048.27e-010.0131
84641MFSD14BHTA11_7696_3000711011HumanColorectumAD3.46e-055.67e-010.0674
84641MFSD14BHTA11_6818_2000001021HumanColorectumAD6.93e-044.96e-010.0588
84641MFSD14BHTA11_99999970781_79442HumanColorectumMSS1.68e-065.63e-010.294
84641MFSD14BHTA11_99999965062_69753HumanColorectumMSI-H7.47e-061.14e+000.3487
84641MFSD14BHTA11_99999965104_69814HumanColorectumMSS4.27e-087.66e-010.281
84641MFSD14BA001-C-207HumanColorectumFAP6.62e-03-2.27e-010.1278
84641MFSD14BA015-C-203HumanColorectumFAP2.26e-17-3.43e-01-0.1294
84641MFSD14BA015-C-204HumanColorectumFAP6.29e-05-2.87e-01-0.0228
84641MFSD14BA002-C-201HumanColorectumFAP5.83e-10-3.06e-010.0324
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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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
MFSD14BinsertionNonsense_Mutationnovelc.782_783insACCTGAGAAGAGTGTAGGAATGTTCCCATAACTGTTTGCTTGTCp.Phe262ProfsTer10p.F262Pfs*10Q5SR56protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
MFSD14BinsertionFrame_Shift_Insnovelc.828dupTp.Leu277SerfsTer13p.L277Sfs*13Q5SR56protein_codingTCGA-BH-A1F8-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
MFSD14BSNVMissense_Mutationrs770993570c.1079N>Tp.Pro360Leup.P360LQ5SR56protein_codingdeleterious(0)probably_damaging(1)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MFSD14BSNVMissense_Mutationc.1058N>Tp.Ala353Valp.A353VQ5SR56protein_codingdeleterious(0)probably_damaging(0.938)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MFSD14BSNVMissense_Mutationc.230N>Gp.His77Argp.H77RQ5SR56protein_codingtolerated(0.09)probably_damaging(0.969)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MFSD14BSNVMissense_Mutationnovelc.527N>Tp.Ala176Valp.A176VQ5SR56protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MFSD14BSNVMissense_Mutationrs767889393c.173C>Tp.Ala58Valp.A58VQ5SR56protein_codingdeleterious(0)probably_damaging(0.957)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MFSD14BSNVMissense_Mutationrs200753636c.1423C>Tp.Arg475Trpp.R475WQ5SR56protein_codingtolerated(0.07)possibly_damaging(0.462)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MFSD14BSNVMissense_Mutationrs199783937c.1399G>Ap.Gly467Serp.G467SQ5SR56protein_codingtolerated(0.44)benign(0.009)TCGA-AG-3882-01Colorectumrectum adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MFSD14BSNVMissense_Mutationnovelc.674N>Gp.Met225Argp.M225RQ5SR56protein_codingtolerated(0.15)benign(0.005)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
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