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: SLC27A3

Gene summary for SLC27A3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC27A3

Gene ID

11000

Gene namesolute carrier family 27 member 3
Gene AliasACSVL3
Cytomap1q21.3
Gene Typeprotein-coding
GO ID

GO:0001676

UniProtAcc

Q5K4L6


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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
11000SLC27A3LZE22THumanEsophagusESCC1.77e-032.20e-010.068
11000SLC27A3LZE24THumanEsophagusESCC5.02e-061.87e-010.0596
11000SLC27A3P1T-EHumanEsophagusESCC8.56e-042.27e-010.0875
11000SLC27A3P2T-EHumanEsophagusESCC7.60e-204.11e-010.1177
11000SLC27A3P4T-EHumanEsophagusESCC3.13e-173.20e-010.1323
11000SLC27A3P5T-EHumanEsophagusESCC6.83e-061.71e-010.1327
11000SLC27A3P8T-EHumanEsophagusESCC3.20e-112.63e-010.0889
11000SLC27A3P9T-EHumanEsophagusESCC2.23e-153.41e-010.1131
11000SLC27A3P10T-EHumanEsophagusESCC4.29e-071.31e-010.116
11000SLC27A3P11T-EHumanEsophagusESCC2.52e-125.41e-010.1426
11000SLC27A3P12T-EHumanEsophagusESCC5.87e-133.24e-010.1122
11000SLC27A3P15T-EHumanEsophagusESCC7.39e-071.77e-010.1149
11000SLC27A3P16T-EHumanEsophagusESCC1.55e-081.58e-010.1153
11000SLC27A3P20T-EHumanEsophagusESCC1.54e-162.64e-010.1124
11000SLC27A3P21T-EHumanEsophagusESCC3.74e-255.52e-010.1617
11000SLC27A3P22T-EHumanEsophagusESCC2.22e-112.02e-010.1236
11000SLC27A3P23T-EHumanEsophagusESCC4.92e-123.62e-010.108
11000SLC27A3P24T-EHumanEsophagusESCC5.71e-103.40e-010.1287
11000SLC27A3P26T-EHumanEsophagusESCC2.39e-091.73e-010.1276
11000SLC27A3P27T-EHumanEsophagusESCC2.90e-142.07e-010.1055
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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
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
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
∗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:00066318EsophagusESCCfatty acid metabolic process217/8552390/187234.21e-053.39e-04217
GO:000663112LiverCirrhoticfatty acid metabolic process165/4634390/187231.29e-141.26e-12165
GO:001087611LiverCirrhoticlipid localization147/4634448/187236.24e-057.12e-04147
GO:000686911LiverCirrhoticlipid transport128/4634398/187234.54e-043.69e-03128
GO:000167611LiverCirrhoticlong-chain fatty acid metabolic process40/4634112/187236.16e-033.06e-0240
GO:000663122LiverHCCfatty acid metabolic process238/7958390/187238.24e-144.84e-12238
GO:001087621LiverHCClipid localization228/7958448/187231.80e-041.41e-03228
GO:000686921LiverHCClipid transport198/7958398/187231.92e-039.78e-03198
GO:000167621LiverHCClong-chain fatty acid metabolic process60/7958112/187231.17e-024.28e-0260
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
hsa0493131LiverHCCInsulin resistance77/4020108/84653.89e-074.46e-062.48e-0677
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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
SLC27A3SNVMissense_Mutationnovelc.19A>Cp.Thr7Prop.T7PQ5K4L6protein_codingdeleterious_low_confidence(0.01)benign(0.094)TCGA-B6-A0WY-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
SLC27A3SNVMissense_Mutationc.1484C>Ap.Ser495Tyrp.S495YQ5K4L6protein_codingdeleterious(0)probably_damaging(0.979)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SLC27A3SNVMissense_Mutationnovelc.1871N>Ap.Gly624Glup.G624EQ5K4L6protein_codingdeleterious(0)probably_damaging(1)TCGA-MA-AA43-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
SLC27A3SNVMissense_Mutationnovelc.2043N>Gp.Phe681Leup.F681LQ5K4L6protein_codingdeleterious(0.01)probably_damaging(0.917)TCGA-VS-A8EI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC27A3SNVMissense_Mutationc.1659G>Tp.Glu553Aspp.E553DQ5K4L6protein_codingdeleterious(0.05)possibly_damaging(0.739)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC27A3SNVMissense_Mutationrs745383068c.1567N>Tp.His523Tyrp.H523YQ5K4L6protein_codingtolerated(1)benign(0.407)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC27A3SNVMissense_Mutationnovelc.1408N>Ap.Glu470Lysp.E470KQ5K4L6protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3952-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
SLC27A3SNVMissense_Mutationrs749428513c.2059C>Tp.Arg687Trpp.R687WQ5K4L6protein_codingdeleterious(0.01)probably_damaging(0.96)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SLC27A3SNVMissense_Mutationrs201939587c.1373G>Ap.Arg458Hisp.R458HQ5K4L6protein_codingdeleterious(0)probably_damaging(0.97)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
SLC27A3SNVMissense_Mutationc.1976A>Tp.Asn659Ilep.N659IQ5K4L6protein_codingtolerated(0.29)benign(0)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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