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: SLC35G2

Gene summary for SLC35G2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC35G2

Gene ID

80723

Gene namesolute carrier family 35 member G2
Gene AliasTMEM22
Cytomap3q22.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q8TBE7


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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
80723SLC35G2P61T-EHumanEsophagusESCC2.98e-112.36e-010.099
80723SLC35G2P62T-EHumanEsophagusESCC7.87e-061.56e-010.1302
80723SLC35G2P65T-EHumanEsophagusESCC2.19e-102.56e-010.0978
80723SLC35G2P74T-EHumanEsophagusESCC2.70e-331.06e+000.1479
80723SLC35G2P76T-EHumanEsophagusESCC4.54e-051.15e-010.1207
80723SLC35G2P79T-EHumanEsophagusESCC2.10e-071.90e-010.1154
80723SLC35G2P80T-EHumanEsophagusESCC5.03e-062.11e-010.155
80723SLC35G2P89T-EHumanEsophagusESCC8.32e-169.92e-010.1752
80723SLC35G2P107T-EHumanEsophagusESCC6.08e-048.25e-020.171
80723SLC35G2P130T-EHumanEsophagusESCC7.32e-387.09e-010.1676
80723SLC35G2HCC1_MengHumanLiverHCC1.86e-18-1.17e-030.0246
80723SLC35G2HCC2_MengHumanLiverHCC5.75e-057.91e-030.0107
80723SLC35G2S014HumanLiverHCC1.17e-114.82e-010.2254
80723SLC35G2S015HumanLiverHCC3.44e-198.44e-010.2375
80723SLC35G2S016HumanLiverHCC1.32e-277.96e-010.2243
80723SLC35G2S027HumanLiverHCC1.78e-044.51e-010.2446
80723SLC35G2S028HumanLiverHCC4.31e-237.00e-010.2503
80723SLC35G2S029HumanLiverHCC1.06e-206.96e-010.2581
80723SLC35G2C30HumanOral cavityOSCC4.57e-052.94e-010.3055
80723SLC35G2C38HumanOral cavityOSCC7.50e-116.85e-010.172
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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
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
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
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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
SLC35G2SNVMissense_Mutationnovelc.911N>Gp.Phe304Cysp.F304CQ8TBE7protein_codingdeleterious(0.04)probably_damaging(0.957)TCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
SLC35G2SNVMissense_Mutationnovelc.1004T>Cp.Val335Alap.V335AQ8TBE7protein_codingtolerated(0.26)probably_damaging(0.989)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC35G2SNVMissense_Mutationnovelc.812N>Tp.Ser271Leup.S271LQ8TBE7protein_codingtolerated(0.05)benign(0.259)TCGA-Q1-A5R2-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
SLC35G2SNVMissense_Mutationnovelc.983N>Tp.Ser328Phep.S328FQ8TBE7protein_codingdeleterious(0)probably_damaging(0.996)TCGA-Q1-A5R2-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
SLC35G2SNVMissense_Mutationnovelc.664G>Ap.Asp222Asnp.D222NQ8TBE7protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-VS-A8EK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
SLC35G2deletionFrame_Shift_Delrs758765963c.184delNp.Arg66GlufsTer18p.R66Efs*18Q8TBE7protein_codingTCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC35G2SNVMissense_Mutationnovelc.98N>Ap.Pro33Hisp.P33HQ8TBE7protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC35G2SNVMissense_Mutationnovelc.740N>Ap.Ser247Tyrp.S247YQ8TBE7protein_codingdeleterious(0.02)possibly_damaging(0.819)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC35G2SNVMissense_Mutationrs570589760c.382N>Tp.Arg128Trpp.R128WQ8TBE7protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SLC35G2SNVMissense_Mutationc.139N>Cp.Asn47Hisp.N47HQ8TBE7protein_codingdeleterious(0.01)benign(0.001)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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