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: SLC38A7

Gene summary for SLC38A7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC38A7

Gene ID

55238

Gene namesolute carrier family 38 member 7
Gene AliasSNAT7
Cytomap16q21
Gene Typeprotein-coding
GO ID

GO:0000101

UniProtAcc

H3BMC5


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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
55238SLC38A7HCC1_MengHumanLiverHCC4.86e-20-1.88e-020.0246
55238SLC38A7HCC2_MengHumanLiverHCC4.99e-03-1.57e-020.0107
55238SLC38A7HCC2HumanLiverHCC1.88e-274.86e+000.5341
55238SLC38A7S027HumanLiverHCC1.43e-025.26e-010.2446
55238SLC38A7S028HumanLiverHCC3.90e-228.10e-010.2503
55238SLC38A7S029HumanLiverHCC2.77e-126.72e-010.2581
55238SLC38A7C04HumanOral cavityOSCC2.02e-041.76e-010.2633
55238SLC38A7C21HumanOral cavityOSCC4.07e-235.27e-010.2678
55238SLC38A7C30HumanOral cavityOSCC3.74e-185.19e-010.3055
55238SLC38A7C46HumanOral cavityOSCC3.93e-031.08e-010.1673
55238SLC38A7C51HumanOral cavityOSCC1.33e-052.78e-010.2674
55238SLC38A7C57HumanOral cavityOSCC1.02e-041.57e-010.1679
55238SLC38A7C06HumanOral cavityOSCC1.28e-064.36e-010.2699
55238SLC38A7C08HumanOral cavityOSCC5.02e-041.52e-010.1919
55238SLC38A7LP15HumanOral cavityLP4.58e-044.03e-010.2174
55238SLC38A7SYSMH2HumanOral cavityOSCC6.80e-031.83e-010.2326
55238SLC38A7SYSMH3HumanOral cavityOSCC4.47e-133.41e-010.2442
55238SLC38A7SYSMH5HumanOral cavityOSCC4.38e-021.61e-010.0647
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
GO:0032329Oral cavityOSCCserine transport9/730511/187234.85e-031.92e-029
GO:00323291Oral cavityLPserine transport7/462311/187237.01e-033.96e-027
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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
SLC38A7SNVMissense_Mutationc.336N>Cp.Glu112Aspp.E112DQ9NVC3protein_codingdeleterious(0.04)probably_damaging(0.992)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SLC38A7SNVMissense_Mutationnovelc.881N>Ap.Thr294Lysp.T294KQ9NVC3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AN-A0XN-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SLC38A7SNVMissense_Mutationc.203N>Ap.Gly68Glup.G68EQ9NVC3protein_codingdeleterious(0)benign(0.231)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SLC38A7SNVMissense_Mutationc.588N>Tp.Glu196Aspp.E196DQ9NVC3protein_codingtolerated(0.08)benign(0.362)TCGA-E9-A244-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SLC38A7insertionIn_Frame_Insnovelc.375_376insAGGGCCCTGGGACATp.Lys125_Leu126insArgAlaLeuGlyHisp.K125_L126insRALGHQ9NVC3protein_codingTCGA-BH-A0BJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SLC38A7deletionFrame_Shift_Delnovelc.61delGp.Glu21SerfsTer106p.E21Sfs*106Q9NVC3protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
SLC38A7SNVMissense_Mutationnovelc.101C>Tp.Ala34Valp.A34VQ9NVC3protein_codingtolerated(0.39)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC38A7SNVMissense_Mutationc.1286G>Tp.Ser429Ilep.S429IQ9NVC3protein_codingtolerated(0.5)possibly_damaging(0.894)TCGA-A6-3810-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC38A7SNVMissense_Mutationrs143684477c.1099C>Tp.Arg367Trpp.R367WQ9NVC3protein_codingtolerated(0.18)possibly_damaging(0.643)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SLC38A7SNVMissense_Mutationnovelc.1201N>Ap.Leu401Metp.L401MQ9NVC3protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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