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: SLC27A4

Gene summary for SLC27A4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC27A4

Gene ID

10999

Gene namesolute carrier family 27 member 4
Gene AliasACSVL4
Cytomap9q34.11
Gene Typeprotein-coding
GO ID

GO:0000038

UniProtAcc

A0A024R8D2


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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
10999SLC27A4HTA11_2487_2000001011HumanColorectumSER1.12e-104.77e-01-0.1808
10999SLC27A4HTA11_1938_2000001011HumanColorectumAD2.40e-054.48e-01-0.0811
10999SLC27A4HTA11_347_2000001011HumanColorectumAD5.16e-063.09e-01-0.1954
10999SLC27A4HTA11_2112_2000001011HumanColorectumSER3.93e-057.79e-01-0.2196
10999SLC27A4HTA11_3361_2000001011HumanColorectumAD3.34e-064.53e-01-0.1207
10999SLC27A4HTA11_83_2000001011HumanColorectumSER6.68e-127.58e-01-0.1526
10999SLC27A4HTA11_696_2000001011HumanColorectumAD2.16e-105.19e-01-0.1464
10999SLC27A4HTA11_866_2000001011HumanColorectumAD1.28e-094.03e-01-0.1001
10999SLC27A4HTA11_1391_2000001011HumanColorectumAD1.12e-126.94e-01-0.059
10999SLC27A4HTA11_546_2000001011HumanColorectumAD3.48e-033.16e-01-0.0842
10999SLC27A4HTA11_99999965104_69814HumanColorectumMSS5.08e-198.36e-010.281
10999SLC27A4HTA11_99999973899_84307HumanColorectumMSS8.61e-075.38e-010.2585
10999SLC27A4A015-C-104HumanColorectumFAP1.69e-03-1.68e-01-0.1899
10999SLC27A4A002-C-016HumanColorectumFAP2.15e-02-1.26e-010.0521
10999SLC27A4A002-C-116HumanColorectumFAP4.32e-04-1.53e-01-0.0452
10999SLC27A4F034HumanColorectumFAP1.01e-03-1.55e-01-0.0665
10999SLC27A4P2T-EHumanEsophagusESCC5.20e-034.59e-020.1177
10999SLC27A4P4T-EHumanEsophagusESCC6.74e-061.33e-010.1323
10999SLC27A4P5T-EHumanEsophagusESCC1.77e-048.36e-020.1327
10999SLC27A4P8T-EHumanEsophagusESCC1.36e-049.62e-020.0889
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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
∗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:0032868ColorectumADresponse to insulin91/3918264/187232.02e-078.48e-0691
GO:1901653ColorectumADcellular response to peptide114/3918359/187238.32e-072.88e-05114
GO:0044282ColorectumADsmall molecule catabolic process118/3918376/187231.05e-063.55e-05118
GO:0032869ColorectumADcellular response to insulin stimulus72/3918203/187231.10e-063.68e-0572
GO:0071375ColorectumADcellular response to peptide hormone stimulus95/3918290/187231.50e-064.66e-0595
GO:0043087ColorectumADregulation of GTPase activity110/3918348/187231.64e-065.03e-05110
GO:0043434ColorectumADresponse to peptide hormone126/3918414/187232.70e-067.86e-05126
GO:0009062ColorectumADfatty acid catabolic process41/3918100/187234.02e-061.09e-0441
GO:0031667ColorectumADresponse to nutrient levels138/3918474/187231.22e-052.68e-04138
GO:0016042ColorectumADlipid catabolic process97/3918320/187234.31e-057.56e-0497
GO:0006631ColorectumADfatty acid metabolic process114/3918390/187235.58e-059.44e-04114
GO:0072329ColorectumADmonocarboxylic acid catabolic process44/3918122/187238.05e-051.28e-0344
GO:0016054ColorectumADorganic acid catabolic process73/3918240/187233.20e-043.81e-0373
GO:0044242ColorectumADcellular lipid catabolic process66/3918214/187233.96e-044.50e-0366
GO:0043547ColorectumADpositive regulation of GTPase activity75/3918255/187237.95e-047.91e-0375
GO:0046395ColorectumADcarboxylic acid catabolic process70/3918236/187239.06e-048.71e-0370
GO:0062012ColorectumADregulation of small molecule metabolic process93/3918334/187231.46e-031.24e-0293
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:00160421ColorectumSERlipid catabolic process77/2897320/187233.52e-059.18e-0477
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04931ColorectumMSSInsulin resistance36/1875108/84654.74e-032.01e-021.23e-0236
hsa049311ColorectumMSSInsulin resistance36/1875108/84654.74e-032.01e-021.23e-0236
hsa049318EsophagusESCCInsulin resistance69/4205108/84651.92e-035.54e-032.84e-0369
hsa0493113EsophagusESCCInsulin resistance69/4205108/84651.92e-035.54e-032.84e-0369
hsa0493121LiverHCCInsulin resistance77/4020108/84653.89e-074.46e-062.48e-0677
hsa033204LiverHCCPPAR signaling pathway48/402075/84652.83e-039.37e-035.21e-0348
hsa0493131LiverHCCInsulin resistance77/4020108/84653.89e-074.46e-062.48e-0677
hsa033205LiverHCCPPAR signaling pathway48/402075/84652.83e-039.37e-035.21e-0348
hsa049317Oral cavityOSCCInsulin resistance60/3704108/84658.66e-031.97e-021.00e-0260
hsa0493112Oral cavityOSCCInsulin resistance60/3704108/84658.66e-031.97e-021.00e-0260
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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
SLC27A4SNVMissense_Mutationrs759491973c.1217N>Gp.Asn406Serp.N406SQ6P1M0protein_codingtolerated(0.44)possibly_damaging(0.474)TCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SLC27A4SNVMissense_Mutationnovelc.445N>Ap.Leu149Ilep.L149IQ6P1M0protein_codingtolerated(1)benign(0.035)TCGA-BH-A42U-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC27A4SNVMissense_Mutationc.1819N>Tp.Asp607Tyrp.D607YQ6P1M0protein_codingdeleterious(0)possibly_damaging(0.882)TCGA-D8-A1JG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SLC27A4SNVMissense_Mutationc.1301N>Ap.Gly434Aspp.G434DQ6P1M0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A1X7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyHormone Therapydoxorubicine+cyclophosphamide+tamoxifenSD
SLC27A4SNVMissense_Mutationnovelc.1882C>Gp.Leu628Valp.L628VQ6P1M0protein_codingtolerated(0.13)benign(0.104)TCGA-LL-A8F5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SLC27A4SNVMissense_Mutationnovelc.128G>Tp.Arg43Leup.R43LQ6P1M0protein_codingtolerated(0.55)benign(0.006)TCGA-OL-A6VO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
SLC27A4insertionFrame_Shift_Insnovelc.112_113insTp.Gly38ValfsTer72p.G38Vfs*72Q6P1M0protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
SLC27A4insertionFrame_Shift_Insnovelc.114_115insACCGCCAATATGCATTGTACATTCCACAAGTATTGCCTTCp.Trp39ThrfsTer84p.W39Tfs*84Q6P1M0protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
SLC27A4insertionFrame_Shift_Insnovelc.1863_1864insCCAAGATCGTGCCACTGCATTCCAGCCCCGGTGACAGTGCp.Lys622ProfsTer99p.K622Pfs*99Q6P1M0protein_codingTCGA-AN-A0AS-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SLC27A4insertionNonsense_Mutationnovelc.787_788insTGTGATGGGAACAGGTGTTGAAGGGTGCACp.Tyr263delinsLeuTerTrpGluGlnValLeuLysGlyAlaHisp.Y263delinsL*WEQVLKGAHQ6P1M0protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
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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
10999SLC27A4TRANSPORTER, DRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANEinhibitor252827468
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