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: SLC38A6

Gene summary for SLC38A6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC38A6

Gene ID

145389

Gene namesolute carrier family 38 member 6
Gene AliasNAT-1
Cytomap14q23.1
Gene Typeprotein-coding
GO ID

GO:0003333

UniProtAcc

Q8IZM9


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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
145389SLC38A6LZE4THumanEsophagusESCC9.61e-113.45e-010.0811
145389SLC38A6LZE5THumanEsophagusESCC1.63e-022.34e-010.0514
145389SLC38A6LZE8THumanEsophagusESCC4.53e-021.15e-010.067
145389SLC38A6LZE20THumanEsophagusESCC3.76e-021.47e-010.0662
145389SLC38A6LZE22THumanEsophagusESCC5.99e-043.71e-010.068
145389SLC38A6LZE24THumanEsophagusESCC7.01e-286.76e-010.0596
145389SLC38A6P2T-EHumanEsophagusESCC4.31e-061.20e-010.1177
145389SLC38A6P4T-EHumanEsophagusESCC8.04e-151.72e-010.1323
145389SLC38A6P5T-EHumanEsophagusESCC1.76e-122.13e-010.1327
145389SLC38A6P8T-EHumanEsophagusESCC8.56e-122.31e-010.0889
145389SLC38A6P9T-EHumanEsophagusESCC9.13e-101.84e-010.1131
145389SLC38A6P10T-EHumanEsophagusESCC2.28e-355.26e-010.116
145389SLC38A6P11T-EHumanEsophagusESCC6.32e-072.48e-010.1426
145389SLC38A6P12T-EHumanEsophagusESCC1.77e-223.97e-010.1122
145389SLC38A6P15T-EHumanEsophagusESCC3.20e-468.93e-010.1149
145389SLC38A6P16T-EHumanEsophagusESCC2.06e-081.79e-010.1153
145389SLC38A6P20T-EHumanEsophagusESCC3.65e-172.56e-010.1124
145389SLC38A6P21T-EHumanEsophagusESCC4.12e-111.94e-010.1617
145389SLC38A6P22T-EHumanEsophagusESCC5.00e-172.81e-010.1236
145389SLC38A6P23T-EHumanEsophagusESCC4.77e-061.61e-010.108
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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
∗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
SLC38A6SNVMissense_Mutationc.359N>Ap.Gly120Glup.G120EQ8IZM9protein_codingdeleterious(0.01)probably_damaging(1)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
SLC38A6SNVMissense_Mutationnovelc.850N>Tp.Val284Phep.V284FQ8IZM9protein_codingdeleterious(0)probably_damaging(0.98)TCGA-LL-A440-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
SLC38A6SNVMissense_Mutationnovelc.142G>Cp.Gly48Argp.G48RQ8IZM9protein_codingdeleterious(0.01)possibly_damaging(0.779)TCGA-ZJ-AAXA-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC38A6deletionFrame_Shift_Delc.634delNp.Lys213AsnfsTer8p.K213Nfs*8Q8IZM9protein_codingTCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC38A6SNVMissense_Mutationc.220N>Ap.Gly74Serp.G74SQ8IZM9protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
SLC38A6SNVMissense_Mutationrs754906694c.260N>Cp.Leu87Prop.L87PQ8IZM9protein_codingdeleterious(0)possibly_damaging(0.648)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SLC38A6SNVMissense_Mutationc.781C>Tp.Leu261Phep.L261FQ8IZM9protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC38A6SNVMissense_Mutationc.1066A>Gp.Thr356Alap.T356AQ8IZM9protein_codingtolerated(0.64)benign(0.164)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC38A6SNVMissense_Mutationnovelc.436N>Ap.Glu146Lysp.E146KQ8IZM9protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC38A6SNVMissense_Mutationnovelc.442C>Ap.Pro148Thrp.P148TQ8IZM9protein_codingdeleterious(0)probably_damaging(1)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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