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: SLC1A1

Gene summary for SLC1A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC1A1

Gene ID

6505

Gene namesolute carrier family 1 member 1
Gene AliasDCBXA
Cytomap9p24.2
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

P43005


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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
6505SLC1A1NAFLD1HumanLiverNAFLD2.25e-091.09e+00-0.04
6505SLC1A1S41HumanLiverCirrhotic6.78e-045.12e-01-0.0343
6505SLC1A1S43HumanLiverCirrhotic4.85e-05-1.15e-02-0.0187
6505SLC1A1HCC1_MengHumanLiverHCC2.28e-09-2.61e-010.0246
6505SLC1A1HCC2_MengHumanLiverHCC5.27e-17-1.22e-010.0107
6505SLC1A1Pt13.aHumanLiverHCC5.99e-07-2.52e-010.021
6505SLC1A1Pt14.dHumanLiverHCC3.96e-06-2.51e-010.0143
6505SLC1A1S016HumanLiverHCC4.20e-03-2.62e-010.2243
6505SLC1A1S027HumanLiverHCC1.39e-024.54e-010.2446
6505SLC1A1S028HumanLiverHCC2.04e-042.55e-010.2503
6505SLC1A1S029HumanLiverHCC1.14e-063.49e-010.2581
6505SLC1A1RNA-P25T1-P25T1-1HumanLungAIS1.97e-148.25e-01-0.2116
6505SLC1A1RNA-P25T1-P25T1-3HumanLungAIS2.21e-025.76e-01-0.2107
6505SLC1A1RNA-P25T1-P25T1-4HumanLungAIS3.13e-157.67e-01-0.2119
6505SLC1A1RNA-P7T1-P7T1-4HumanLungAIS6.09e-044.77e-01-0.0809
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:005254722LiverHCCregulation of peptidase activity247/7958461/187238.28e-071.27e-05247
GO:00315031LiverHCCprotein-containing complex localization129/7958220/187239.38e-071.42e-05129
GO:003629312LiverHCCresponse to decreased oxygen levels179/7958322/187231.29e-061.87e-05179
GO:007048212LiverHCCresponse to oxygen levels191/7958347/187231.42e-062.03e-05191
GO:005254822LiverHCCregulation of endopeptidase activity230/7958432/187233.58e-064.68e-05230
GO:004239821LiverHCCcellular modified amino acid biosynthetic process34/795846/187231.53e-051.67e-0434
GO:000674911LiverHCCglutathione metabolic process44/795864/187231.95e-052.09e-0444
GO:001810511LiverHCCpeptidyl-serine phosphorylation169/7958315/187233.86e-053.81e-04169
GO:005140212LiverHCCneuron apoptotic process135/7958246/187235.64e-055.26e-04135
GO:005507612LiverHCCtransition metal ion homeostasis81/7958138/187238.87e-057.72e-0481
GO:001095212LiverHCCpositive regulation of peptidase activity110/7958197/187231.04e-048.98e-04110
GO:004352312LiverHCCregulation of neuron apoptotic process117/7958212/187231.25e-041.03e-03117
GO:001820911LiverHCCpeptidyl-serine modification177/7958338/187231.45e-041.17e-03177
GO:190121512LiverHCCnegative regulation of neuron death113/7958208/187233.68e-042.54e-03113
GO:00066121LiverHCCprotein targeting to membrane75/7958131/187234.58e-043.04e-0375
GO:004691611LiverHCCcellular transition metal ion homeostasis67/7958115/187234.64e-043.08e-0367
GO:004586021LiverHCCpositive regulation of protein kinase activity194/7958386/187231.16e-036.54e-03194
GO:007124112LiverHCCcellular response to inorganic substance119/7958226/187231.26e-036.92e-03119
GO:003647511LiverHCCneuron death in response to oxidative stress22/795831/187231.27e-036.92e-0322
GO:001095012LiverHCCpositive regulation of endopeptidase activity96/7958179/187231.68e-038.79e-0396
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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
SLC1A1SNVMissense_Mutationc.1471N>Cp.Ile491Leup.I491LP43005protein_codingtolerated(0.46)benign(0)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
SLC1A1SNVMissense_Mutationrs199857691c.1288N>Ap.Ala430Thrp.A430TP43005protein_codingtolerated(1)benign(0.057)TCGA-OL-A6VR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC1A1SNVMissense_Mutationc.979G>Ap.Ala327Thrp.A327TP43005protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC1A1SNVMissense_Mutationnovelc.1508N>Gp.Tyr503Cysp.Y503CP43005protein_codingtolerated(0.09)probably_damaging(0.94)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC1A1SNVMissense_Mutationrs752394755c.256N>Ap.Val86Ilep.V86IP43005protein_codingtolerated(0.08)benign(0.015)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC1A1SNVMissense_Mutationrs748031544c.383C>Tp.Ala128Valp.A128VP43005protein_codingtolerated(0.38)benign(0.01)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SLC1A1SNVMissense_Mutationc.1013C>Ap.Pro338Hisp.P338HP43005protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SLC1A1SNVMissense_Mutationc.443N>Tp.Asn148Ilep.N148IP43005protein_codingdeleterious(0)probably_damaging(0.997)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SLC1A1SNVMissense_Mutationc.1415N>Cp.Gln472Prop.Q472PP43005protein_codingtolerated(0.12)benign(0)TCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC1A1SNVMissense_Mutationc.905N>Tp.Pro302Leup.P302LP43005protein_codingdeleterious(0.03)probably_damaging(0.985)TCGA-AG-3592-01Colorectumrectum adenocarcinomaMale>=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
6505SLC1A1TRANSPORTER, CELL SURFACE, DRUGGABLE GENOMECLOZAPINECLOZAPINE12873733
6505SLC1A1TRANSPORTER, CELL SURFACE, DRUGGABLE GENOMEinhibitor178101343
6505SLC1A1TRANSPORTER, CELL SURFACE, DRUGGABLE GENOMEWORTMANNINWORTMANNIN12401608,9502808,14574224
6505SLC1A1TRANSPORTER, CELL SURFACE, DRUGGABLE GENOMEPMA15707698,9502808,14574224
6505SLC1A1TRANSPORTER, CELL SURFACE, DRUGGABLE GENOME178101255
6505SLC1A1TRANSPORTER, CELL SURFACE, DRUGGABLE GENOMESelective serotonin reuptake inhibitors22776887
6505SLC1A1TRANSPORTER, CELL SURFACE, DRUGGABLE GENOMEETHANOLALCOHOL14574224
6505SLC1A1TRANSPORTER, CELL SURFACE, DRUGGABLE GENOMEinhibitor178101344
6505SLC1A1TRANSPORTER, CELL SURFACE, DRUGGABLE GENOMELIDOCAINELIDOCAINE12401608
6505SLC1A1TRANSPORTER, CELL SURFACE, DRUGGABLE GENOMESTAUROSPORINESTAUROSPORINE12401608,12759177
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