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: SLC18B1

Gene summary for SLC18B1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC18B1

Gene ID

116843

Gene namesolute carrier family 18 member B1
Gene AliasC6orf192
Cytomap6q23.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q6NT16


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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
116843SLC18B1LZE8THumanEsophagusESCC3.21e-023.67e-020.067
116843SLC18B1LZE24THumanEsophagusESCC1.26e-104.00e-010.0596
116843SLC18B1P1T-EHumanEsophagusESCC4.68e-033.09e-010.0875
116843SLC18B1P2T-EHumanEsophagusESCC2.30e-101.57e-010.1177
116843SLC18B1P8T-EHumanEsophagusESCC5.75e-081.72e-010.0889
116843SLC18B1P9T-EHumanEsophagusESCC6.22e-03-7.14e-030.1131
116843SLC18B1P10T-EHumanEsophagusESCC6.55e-067.35e-030.116
116843SLC18B1P11T-EHumanEsophagusESCC4.24e-028.94e-020.1426
116843SLC18B1P15T-EHumanEsophagusESCC3.43e-055.58e-020.1149
116843SLC18B1P16T-EHumanEsophagusESCC2.98e-151.04e-010.1153
116843SLC18B1P21T-EHumanEsophagusESCC1.22e-098.32e-020.1617
116843SLC18B1P22T-EHumanEsophagusESCC2.73e-081.65e-020.1236
116843SLC18B1P23T-EHumanEsophagusESCC2.41e-207.38e-010.108
116843SLC18B1P24T-EHumanEsophagusESCC1.47e-062.27e-020.1287
116843SLC18B1P26T-EHumanEsophagusESCC2.04e-052.15e-020.1276
116843SLC18B1P27T-EHumanEsophagusESCC6.25e-151.31e-010.1055
116843SLC18B1P28T-EHumanEsophagusESCC7.21e-032.72e-020.1149
116843SLC18B1P30T-EHumanEsophagusESCC5.12e-081.69e-010.137
116843SLC18B1P36T-EHumanEsophagusESCC6.49e-043.48e-020.1187
116843SLC18B1P37T-EHumanEsophagusESCC2.32e-098.14e-020.1371
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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
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
SLC18B1SNVMissense_Mutationnovelc.1135N>Tp.Leu379Phep.L379FQ6NT16protein_codingdeleterious(0.03)benign(0.25)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SLC18B1SNVMissense_Mutationc.670N>Cp.Gly224Argp.G224RQ6NT16protein_codingtolerated(0.23)benign(0.024)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SLC18B1insertionFrame_Shift_Insnovelc.113_114insTp.Ser39IlefsTer25p.S39Ifs*25Q6NT16protein_codingTCGA-A2-A3XU-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexPD
SLC18B1insertionIn_Frame_Insnovelc.1310_1311insTTGTGTp.Lys437delinsAsnCysValp.K437delinsNCVQ6NT16protein_codingTCGA-B6-A0IE-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
SLC18B1insertionNonsense_Mutationnovelc.1309_1310insTTGCTGTGGTTCCTCTGCTGAGCTTGGTTCAGTAGAAp.Lys437IlefsTer12p.K437Ifs*12Q6NT16protein_codingTCGA-B6-A0IE-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
SLC18B1SNVMissense_Mutationc.673N>Ap.Glu225Lysp.E225KQ6NT16protein_codingtolerated(1)benign(0.003)TCGA-C5-A1MF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC18B1SNVMissense_Mutationc.233G>Ap.Cys78Tyrp.C78YQ6NT16protein_codingdeleterious(0)benign(0.145)TCGA-C5-A7CJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
SLC18B1SNVMissense_Mutationc.192G>Cp.Lys64Asnp.K64NQ6NT16protein_codingtolerated(0.13)benign(0.118)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
SLC18B1SNVMissense_Mutationc.116N>Tp.Ser39Leup.S39LQ6NT16protein_codingtolerated(0.12)benign(0.017)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC18B1SNVMissense_Mutationrs200561155c.89N>Tp.Ser30Leup.S30LQ6NT16protein_codingdeleterious(0)benign(0.279)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=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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