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: SLC1A3

Gene summary for SLC1A3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC1A3

Gene ID

6507

Gene namesolute carrier family 1 member 3
Gene AliasEA6
Cytomap5p13.2
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P43003


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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
6507SLC1A3LZE8THumanEsophagusESCC4.38e-028.83e-020.067
6507SLC1A3P2T-EHumanEsophagusESCC5.28e-071.74e-020.1177
6507SLC1A3P4T-EHumanEsophagusESCC1.10e-155.38e-010.1323
6507SLC1A3P5T-EHumanEsophagusESCC1.36e-081.11e-010.1327
6507SLC1A3P8T-EHumanEsophagusESCC1.83e-032.74e-010.0889
6507SLC1A3P10T-EHumanEsophagusESCC2.01e-04-4.13e-020.116
6507SLC1A3P11T-EHumanEsophagusESCC8.41e-044.72e-010.1426
6507SLC1A3P12T-EHumanEsophagusESCC1.72e-031.80e-010.1122
6507SLC1A3P15T-EHumanEsophagusESCC1.93e-131.29e-010.1149
6507SLC1A3P16T-EHumanEsophagusESCC2.04e-112.22e-010.1153
6507SLC1A3P20T-EHumanEsophagusESCC2.10e-036.40e-020.1124
6507SLC1A3P21T-EHumanEsophagusESCC1.38e-031.24e-020.1617
6507SLC1A3P23T-EHumanEsophagusESCC1.42e-072.93e-010.108
6507SLC1A3P24T-EHumanEsophagusESCC1.24e-022.16e-020.1287
6507SLC1A3P26T-EHumanEsophagusESCC1.33e-193.83e-010.1276
6507SLC1A3P27T-EHumanEsophagusESCC1.00e-173.83e-010.1055
6507SLC1A3P30T-EHumanEsophagusESCC2.07e-115.40e-010.137
6507SLC1A3P32T-EHumanEsophagusESCC4.87e-082.87e-010.1666
6507SLC1A3P37T-EHumanEsophagusESCC2.45e-091.41e-010.1371
6507SLC1A3P40T-EHumanEsophagusESCC7.99e-039.14e-020.109
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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
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
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:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:000941611EsophagusESCCresponse to light stimulus183/8552320/187232.03e-051.76e-04183
GO:000941020EsophagusESCCresponse to xenobiotic stimulus253/8552462/187234.55e-053.58e-04253
GO:00086525EsophagusESCCcellular amino acid biosynthetic process51/855276/187231.30e-048.88e-0451
GO:00466774EsophagusESCCresponse to antibiotic34/855247/187231.91e-041.21e-0334
GO:00463948EsophagusESCCcarboxylic acid biosynthetic process175/8552314/187231.98e-041.26e-03175
GO:00160538EsophagusESCCorganic acid biosynthetic process175/8552316/187233.04e-041.82e-03175
GO:000961216EsophagusESCCresponse to mechanical stimulus124/8552216/187233.30e-041.94e-03124
GO:001605321LiverHCCorganic acid biosynthetic process200/7958316/187235.24e-143.22e-12200
GO:004639421LiverHCCcarboxylic acid biosynthetic process198/7958314/187231.19e-136.78e-12198
GO:00086522LiverHCCcellular amino acid biosynthetic process58/795876/187231.98e-095.63e-0858
GO:00065202LiverHCCcellular amino acid metabolic process167/7958284/187231.91e-084.56e-07167
GO:000941022LiverHCCresponse to xenobiotic stimulus248/7958462/187236.47e-071.02e-05248
GO:00096124LiverHCCresponse to mechanical stimulus113/7958216/187232.20e-031.10e-02113
GO:00093146LiverHCCresponse to radiation223/7958456/187233.08e-031.43e-02223
GO:015010411LiverHCCtransport across blood-brain barrier50/795887/187233.42e-031.55e-0250
GO:001023211LiverHCCvascular transport50/795888/187234.69e-032.02e-0250
GO:00432791LiverHCCresponse to alkaloid62/7958115/187238.79e-033.42e-0262
GO:000931416Oral cavityOSCCresponse to radiation241/7305456/187239.76e-102.40e-08241
GO:000961210Oral cavityOSCCresponse to mechanical stimulus115/7305216/187231.43e-051.44e-04115
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05016210EsophagusESCCHuntington disease226/4205306/84651.38e-188.72e-174.46e-17226
hsa0501638EsophagusESCCHuntington disease226/4205306/84651.38e-188.72e-174.46e-17226
hsa0501622LiverHCCHuntington disease219/4020306/84653.06e-183.42e-161.90e-16219
hsa0501632LiverHCCHuntington disease219/4020306/84653.06e-183.42e-161.90e-16219
hsa0501628Oral cavityOSCCHuntington disease204/3704306/84651.70e-167.13e-153.63e-15204
hsa05016112Oral cavityOSCCHuntington disease204/3704306/84651.70e-167.13e-153.63e-15204
hsa0501629Oral cavityLPHuntington disease172/2418306/84656.31e-255.25e-233.39e-23172
hsa0501637Oral cavityLPHuntington disease172/2418306/84656.31e-255.25e-233.39e-23172
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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
SLC1A3SNVMissense_Mutationrs781475471c.810N>Ap.Phe270Leup.F270LP43003protein_codingtolerated(0.07)possibly_damaging(0.861)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC1A3SNVMissense_Mutationc.923G>Tp.Gly308Valp.G308VP43003protein_codingtolerated(0.09)benign(0.262)TCGA-BH-A0GY-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyotxanSD
SLC1A3insertionNonsense_Mutationnovelc.808_809insAGTTGTTTCCCAGTGGATAAGAAACTTTTCCATTAACCCTTGGp.Phe270Terp.F270*P43003protein_codingTCGA-B6-A0I5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC1A3SNVMissense_Mutationnovelc.169N>Tp.Ala57Serp.A57SP43003protein_codingtolerated(0.33)possibly_damaging(0.474)TCGA-Q1-A73P-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC1A3SNVMissense_Mutationnovelc.280A>Gp.Met94Valp.M94VP43003protein_codingdeleterious(0.01)possibly_damaging(0.596)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
SLC1A3SNVMissense_Mutationc.1024N>Tp.Arg342Trpp.R342WP43003protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6654-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyoxaliplatinSD
SLC1A3SNVMissense_Mutationc.139N>Tp.Arg47Trpp.R47WP43003protein_codingdeleterious(0)possibly_damaging(0.881)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC1A3SNVMissense_Mutationnovelc.1021N>Gp.Thr341Alap.T341AP43003protein_codingdeleterious(0.02)probably_damaging(0.936)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SLC1A3SNVMissense_Mutationrs199787096c.1144G>Ap.Val382Metp.V382MP43003protein_codingtolerated(0.06)probably_damaging(0.97)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
SLC1A3SNVMissense_Mutationc.1168G>Ap.Val390Metp.V390MP43003protein_codingtolerated(0.08)probably_damaging(0.986)TCGA-AY-A69D-01Colorectumcolon adenocarcinomaFemale<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
6507SLC1A3TRANSPORTER, DRUGGABLE GENOME, CELL SURFACE178101410
6507SLC1A3TRANSPORTER, DRUGGABLE GENOME, CELL SURFACEinhibitor178101349
6507SLC1A3TRANSPORTER, DRUGGABLE GENOME, CELL SURFACE178101255
6507SLC1A3TRANSPORTER, DRUGGABLE GENOME, CELL SURFACEANTISERUM9068840
6507SLC1A3TRANSPORTER, DRUGGABLE GENOME, CELL SURFACEinhibitor178101329
6507SLC1A3TRANSPORTER, DRUGGABLE GENOME, CELL SURFACE178100898
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