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: MFSD14C

Gene summary for MFSD14C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MFSD14C

Gene ID

84278

Gene namemajor facilitator superfamily domain containing 14C
Gene AliasHIATL2
Cytomap9q22.33
Gene Typepseudo
GO ID

GO:0006810

UniProtAcc

NA


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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
84278MFSD14CCCI_1HumanCervixCC4.00e-248.71e-010.528
84278MFSD14CCCI_2HumanCervixCC1.92e-271.52e+000.5249
84278MFSD14CCCI_3HumanCervixCC2.40e-441.34e+000.516
84278MFSD14CCCII_1HumanCervixCC4.80e-123.36e-010.3249
84278MFSD14Csample3HumanCervixCC1.65e-182.90e-010.1387
84278MFSD14CH2HumanCervixHSIL_HPV1.95e-071.88e-010.0632
84278MFSD14CT1HumanCervixCC7.15e-051.55e-010.0918
84278MFSD14CT2HumanCervixCC6.01e-031.81e-010.0709
84278MFSD14CT3HumanCervixCC8.56e-252.96e-010.1389
84278MFSD14CHTA11_3410_2000001011HumanColorectumAD1.67e-09-4.35e-010.0155
84278MFSD14CHTA11_99999970781_79442HumanColorectumMSS7.20e-04-3.15e-010.294
84278MFSD14CHTA11_99999974143_84620HumanColorectumMSS6.35e-11-4.12e-010.3005
84278MFSD14CA002-C-010HumanColorectumFAP6.82e-03-3.33e-020.242
84278MFSD14CA001-C-207HumanColorectumFAP6.84e-03-2.95e-010.1278
84278MFSD14CA015-C-203HumanColorectumFAP5.75e-32-3.53e-01-0.1294
84278MFSD14CA015-C-204HumanColorectumFAP1.22e-06-3.59e-01-0.0228
84278MFSD14CA014-C-040HumanColorectumFAP2.94e-03-4.52e-01-0.1184
84278MFSD14CA002-C-201HumanColorectumFAP2.78e-13-3.77e-010.0324
84278MFSD14CA002-C-203HumanColorectumFAP3.42e-06-1.81e-010.2786
84278MFSD14CA001-C-119HumanColorectumFAP2.80e-05-1.88e-01-0.1557
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
MFSD14CSNVMissense_Mutationc.226N>Gp.Gln76Glup.Q76Eprotein_codingtolerated(0.5)benign(0.011)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MFSD14CSNVMissense_Mutationnovelc.133G>Tp.Val45Leup.V45Lprotein_codingtolerated(0.07)possibly_damaging(0.517)TCGA-D8-A1X8-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadrimicin+cyclophosphamideSD
MFSD14CSNVMissense_Mutationc.269G>Ap.Gly90Aspp.G90Dprotein_codingdeleterious(0)probably_damaging(0.996)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MFSD14CSNVMissense_Mutationnovelc.216A>Cp.Glu72Aspp.E72Dprotein_codingtolerated(0.22)benign(0.099)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MFSD14CSNVMissense_Mutationnovelc.290N>Tp.Ala97Valp.A97Vprotein_codingdeleterious(0)probably_damaging(0.97)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MFSD14CSNVMissense_Mutationc.208N>Ap.Leu70Ilep.L70Iprotein_codingdeleterious(0.03)possibly_damaging(0.883)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
MFSD14CSNVMissense_Mutationnovelc.367C>Tp.Pro123Serp.P123Sprotein_codingdeleterious(0)probably_damaging(1)TCGA-05-4420-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
MFSD14CSNVMissense_Mutationnovelc.321G>Tp.Trp107Cysp.W107Cprotein_codingdeleterious(0.02)benign(0.16)TCGA-55-A4DG-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownSD
MFSD14CSNVMissense_Mutationnovelc.289N>Ap.Ala97Thrp.A97Tprotein_codingtolerated(0.09)probably_damaging(0.923)TCGA-NK-A5CR-01Lunglung squamous cell carcinomaMale>=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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