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: SLC50A1

Gene summary for SLC50A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC50A1

Gene ID

55974

Gene namesolute carrier family 50 member 1
Gene AliasHsSWEET1
Cytomap1q22
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9BRV3


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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
55974SLC50A1HTA11_2487_2000001011HumanColorectumSER6.15e-051.58e-01-0.1808
55974SLC50A1HTA11_347_2000001011HumanColorectumAD9.22e-071.87e-01-0.1954
55974SLC50A1HTA11_2112_2000001011HumanColorectumSER7.34e-044.94e-01-0.2196
55974SLC50A1HTA11_83_2000001011HumanColorectumSER6.72e-031.92e-01-0.1526
55974SLC50A1HTA11_696_2000001011HumanColorectumAD1.24e-083.42e-01-0.1464
55974SLC50A1HTA11_1391_2000001011HumanColorectumAD2.58e-052.10e-01-0.059
55974SLC50A1HTA11_5216_2000001011HumanColorectumSER1.29e-032.69e-01-0.1462
55974SLC50A1LZE2DHumanEsophagusHGIN3.96e-033.83e-010.0642
55974SLC50A1LZE2THumanEsophagusESCC8.41e-068.06e-010.082
55974SLC50A1LZE4THumanEsophagusESCC1.66e-205.58e-010.0811
55974SLC50A1LZE7THumanEsophagusESCC4.46e-155.70e-010.0667
55974SLC50A1LZE8THumanEsophagusESCC5.27e-092.67e-010.067
55974SLC50A1LZE20THumanEsophagusESCC4.58e-165.92e-010.0662
55974SLC50A1LZE22THumanEsophagusESCC9.22e-117.68e-010.068
55974SLC50A1LZE24THumanEsophagusESCC1.87e-391.01e+000.0596
55974SLC50A1LZE21THumanEsophagusESCC2.82e-065.90e-010.0655
55974SLC50A1LZE6THumanEsophagusESCC2.58e-217.86e-010.0845
55974SLC50A1P1T-EHumanEsophagusESCC1.46e-188.83e-010.0875
55974SLC50A1P2T-EHumanEsophagusESCC1.14e-396.39e-010.1177
55974SLC50A1P4T-EHumanEsophagusESCC9.86e-509.65e-010.1323
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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
GO:1901264LiverHCCcarbohydrate derivative transport48/795880/187231.19e-036.62e-0348
GO:0008643LiverHCCcarbohydrate transport80/7958152/187237.34e-032.92e-0280
GO:19012642Oral cavityOSCCcarbohydrate derivative transport44/730580/187232.67e-031.16e-0244
GO:19012641Oral cavityLPcarbohydrate derivative transport31/462380/187233.69e-032.44e-0231
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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
SLC50A1SNVMissense_Mutationc.415N>Cp.Ser139Argp.S139RQ9BRV3protein_codingdeleterious(0.03)possibly_damaging(0.532)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SLC50A1SNVMissense_Mutationnovelc.262N>Gp.Leu88Valp.L88VQ9BRV3protein_codingtolerated(0.13)benign(0.013)TCGA-E9-A5FL-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC50A1SNVMissense_Mutationnovelc.414N>Gp.Ile138Metp.I138MQ9BRV3protein_codingdeleterious(0.04)possibly_damaging(0.672)TCGA-EK-A2R8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC50A1SNVMissense_Mutationc.320N>Cp.Val107Alap.V107AQ9BRV3protein_codingtolerated(0.13)benign(0.003)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC50A1SNVMissense_Mutationnovelc.623N>Gp.Tyr208Cysp.Y208CQ9BRV3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
SLC50A1SNVMissense_Mutationrs199532576c.586G>Ap.Val196Ilep.V196IQ9BRV3protein_codingtolerated(0.54)benign(0.021)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SLC50A1SNVMissense_Mutationrs758705595c.7N>Ap.Ala3Thrp.A3TQ9BRV3protein_codingtolerated_low_confidence(0.18)benign(0.005)TCGA-D1-A2G0-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SLC50A1SNVMissense_Mutationnovelc.105N>Ap.Met35Ilep.M35IQ9BRV3protein_codingtolerated(0.19)benign(0.1)TCGA-D1-A2G0-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SLC50A1SNVMissense_Mutationnovelc.65N>Cp.Met22Thrp.M22TQ9BRV3protein_codingdeleterious(0)probably_damaging(0.986)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
SLC50A1SNVMissense_Mutationrs775148763c.542N>Ap.Arg181Glnp.R181QQ9BRV3protein_codingtolerated(0.66)benign(0)TCGA-EO-A22R-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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