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: SLC2A13

Gene summary for SLC2A13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC2A13

Gene ID

114134

Gene namesolute carrier family 2 member 13
Gene AliasHMIT
Cytomap12q12
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q96QE2


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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
114134SLC2A13HTA11_3410_2000001011HumanColorectumAD6.98e-36-9.98e-010.0155
114134SLC2A13HTA11_2487_2000001011HumanColorectumSER1.55e-11-7.06e-01-0.1808
114134SLC2A13HTA11_2951_2000001011HumanColorectumAD1.73e-08-1.09e+000.0216
114134SLC2A13HTA11_1938_2000001011HumanColorectumAD4.65e-05-6.54e-01-0.0811
114134SLC2A13HTA11_78_2000001011HumanColorectumAD1.25e-11-7.00e-01-0.1088
114134SLC2A13HTA11_3361_2000001011HumanColorectumAD2.21e-08-7.76e-01-0.1207
114134SLC2A13HTA11_83_2000001011HumanColorectumSER4.92e-07-7.51e-01-0.1526
114134SLC2A13HTA11_696_2000001011HumanColorectumAD4.26e-30-7.66e-01-0.1464
114134SLC2A13HTA11_866_2000001011HumanColorectumAD2.42e-24-6.87e-01-0.1001
114134SLC2A13HTA11_1391_2000001011HumanColorectumAD1.54e-10-7.19e-01-0.059
114134SLC2A13HTA11_2992_2000001011HumanColorectumSER2.32e-03-7.29e-01-0.1706
114134SLC2A13HTA11_5212_2000001011HumanColorectumAD2.13e-04-8.70e-01-0.2061
114134SLC2A13HTA11_5216_2000001011HumanColorectumSER1.13e-03-9.23e-01-0.1462
114134SLC2A13HTA11_546_2000001011HumanColorectumAD1.16e-04-7.53e-01-0.0842
114134SLC2A13HTA11_9341_2000001011HumanColorectumSER5.41e-03-9.95e-01-0.00410000000000005
114134SLC2A13HTA11_7862_2000001011HumanColorectumAD1.43e-09-9.63e-01-0.0179
114134SLC2A13HTA11_866_3004761011HumanColorectumAD2.86e-29-9.85e-010.096
114134SLC2A13HTA11_4255_2000001011HumanColorectumSER2.88e-04-8.93e-010.0446
114134SLC2A13HTA11_9408_2000001011HumanColorectumAD3.00e-03-9.63e-010.0451
114134SLC2A13HTA11_8622_2000001021HumanColorectumSER1.72e-07-9.23e-010.0528
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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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:0034250ColorectumADpositive regulation of cellular amide metabolic process53/3918162/187232.98e-043.60e-0353
GO:00342501ColorectumSERpositive regulation of cellular amide metabolic process41/2897162/187237.67e-049.79e-0341
GO:00342502ColorectumMSSpositive regulation of cellular amide metabolic process51/3467162/187234.70e-058.60e-0451
GO:0150104ColorectumMSStransport across blood-brain barrier28/346787/187231.54e-031.41e-0228
GO:0010232ColorectumMSSvascular transport28/346788/187231.87e-031.64e-0228
GO:0050435ColorectumMSSamyloid-beta metabolic process21/346767/187237.90e-034.84e-0221
GO:01501041ColorectumFAPtransport across blood-brain barrier25/262287/187232.63e-043.59e-0325
GO:00102321ColorectumFAPvascular transport25/262288/187233.19e-044.12e-0325
GO:00342504ColorectumFAPpositive regulation of cellular amide metabolic process39/2622162/187234.02e-044.86e-0339
GO:0003018ColorectumFAPvascular process in circulatory system56/2622263/187237.67e-048.12e-0356
GO:00030181ColorectumCRCvascular process in circulatory system45/2078263/187232.10e-032.08e-0245
GO:01501042ColorectumCRCtransport across blood-brain barrier18/207887/187236.50e-034.69e-0218
GO:0015850LiverNAFLDorganic hydroxy compound transport50/1882284/187236.01e-051.32e-0350
GO:00030182LiverNAFLDvascular process in circulatory system46/1882263/187231.36e-042.58e-0346
GO:01501043LiverNAFLDtransport across blood-brain barrier17/188287/187235.46e-034.20e-0217
GO:00342507LiverNAFLDpositive regulation of cellular amide metabolic process27/1882162/187235.95e-034.48e-0227
GO:00102322LiverNAFLDvascular transport17/188288/187236.15e-034.61e-0217
GO:003425022LiverHCCpositive regulation of cellular amide metabolic process110/7958162/187235.14e-111.92e-09110
GO:015010411LiverHCCtransport across blood-brain barrier50/795887/187233.42e-031.55e-0250
GO:001023211LiverHCCvascular transport50/795888/187234.69e-032.02e-0250
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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
SLC2A13SNVMissense_Mutationc.781G>Cp.Glu261Glnp.E261QQ96QE2protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A04U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SLC2A13SNVMissense_Mutationc.1078G>Ap.Asp360Asnp.D360NQ96QE2protein_codingtolerated(0.18)benign(0.01)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SLC2A13SNVMissense_Mutationnovelc.1125C>Gp.Phe375Leup.F375LQ96QE2protein_codingdeleterious(0)benign(0.348)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
SLC2A13SNVMissense_Mutationc.1141N>Ap.Gly381Argp.G381RQ96QE2protein_codingdeleterious(0)probably_damaging(0.963)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC2A13SNVMissense_Mutationc.1440N>Tp.Trp480Cysp.W480CQ96QE2protein_codingtolerated(0.08)benign(0.023)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC2A13SNVMissense_Mutationc.1605A>Gp.Ile535Metp.I535MQ96QE2protein_codingdeleterious(0.02)probably_damaging(0.98)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC2A13SNVMissense_Mutationc.1679N>Tp.Ser560Leup.S560LQ96QE2protein_codingdeleterious(0)possibly_damaging(0.887)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC2A13SNVMissense_Mutationc.847N>Tp.Arg283Cysp.R283CQ96QE2protein_codingdeleterious(0)probably_damaging(0.978)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
SLC2A13SNVMissense_Mutationnovelc.1180N>Gp.Thr394Alap.T394AQ96QE2protein_codingtolerated(0.12)benign(0.015)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC2A13SNVMissense_Mutationc.1187N>Ap.Gly396Aspp.G396DQ96QE2protein_codingtolerated(0.06)possibly_damaging(0.88)TCGA-AA-A01T-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
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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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