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: SLC7A2

Gene summary for SLC7A2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC7A2

Gene ID

6542

Gene namesolute carrier family 7 member 2
Gene AliasATRC2
Cytomap8p22
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

P52569


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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
6542SLC7A2GSM4909282HumanBreastIDC1.20e-02-1.66e-01-0.0288
6542SLC7A2GSM4909285HumanBreastIDC4.45e-03-1.73e-010.21
6542SLC7A2GSM4909286HumanBreastIDC7.79e-05-1.80e-010.1081
6542SLC7A2GSM4909287HumanBreastIDC7.40e-03-1.76e-010.2057
6542SLC7A2GSM4909290HumanBreastIDC8.79e-03-1.80e-010.2096
6542SLC7A2GSM4909293HumanBreastIDC3.66e-05-1.64e-010.1581
6542SLC7A2GSM4909298HumanBreastIDC1.65e-04-1.80e-010.1551
6542SLC7A2GSM4909301HumanBreastIDC1.27e-368.28e-010.1577
6542SLC7A2GSM4909302HumanBreastIDC9.88e-408.96e-010.1545
6542SLC7A2GSM4909304HumanBreastIDC2.11e-021.77e-010.1636
6542SLC7A2GSM4909307HumanBreastIDC5.89e-073.48e-010.1569
6542SLC7A2GSM4909308HumanBreastIDC5.66e-114.06e-010.158
6542SLC7A2GSM4909311HumanBreastIDC3.66e-05-1.80e-010.1534
6542SLC7A2GSM4909312HumanBreastIDC7.79e-05-1.80e-010.1552
6542SLC7A2GSM4909319HumanBreastIDC7.79e-05-1.80e-010.1563
6542SLC7A2brca1HumanBreastPrecancer8.07e-06-1.74e-01-0.0338
6542SLC7A2M1HumanBreastIDC2.71e-155.67e-010.1577
6542SLC7A2NCCBC11HumanBreastDCIS4.53e-086.97e-010.1232
6542SLC7A2NCCBC14HumanBreastDCIS4.80e-02-1.24e-010.2021
6542SLC7A2P1HumanBreastIDC4.39e-042.53e-010.1527
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:00030182LiverNAFLDvascular process in circulatory system46/1882263/187231.36e-042.58e-0346
GO:01501043LiverNAFLDtransport across blood-brain barrier17/188287/187235.46e-034.20e-0217
GO:00102322LiverNAFLDvascular transport17/188288/187236.15e-034.61e-0217
GO:015010411LiverHCCtransport across blood-brain barrier50/795887/187233.42e-031.55e-0250
GO:001023211LiverHCCvascular transport50/795888/187234.69e-032.02e-0250
GO:00030183ProstateTumorvascular process in circulatory system61/3246263/187238.88e-033.84e-0261
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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
SLC7A2SNVMissense_Mutationnovelc.1253N>Ap.Ala418Aspp.A418DP52569protein_codingdeleterious(0)possibly_damaging(0.887)TCGA-B6-A400-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SLC7A2insertionNonsense_Mutationnovelc.1767_1768insGTGCCATTTCCCATTTGAAAAAAAGGGAAGTATCCAACCCCGACp.Asn590ValfsTer6p.N590Vfs*6P52569protein_codingTCGA-AO-A0JE-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
SLC7A2SNVMissense_Mutationnovelc.1319N>Cp.Leu440Serp.L440SP52569protein_codingdeleterious(0.02)possibly_damaging(0.522)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC7A2SNVMissense_Mutationrs761652013c.325G>Ap.Val109Metp.V109MP52569protein_codingdeleterious(0.04)possibly_damaging(0.802)TCGA-JW-A5VI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapytopotecanPD
SLC7A2SNVMissense_Mutationc.22N>Gp.Tyr8Aspp.Y8DP52569protein_codingtolerated_low_confidence(0.27)benign(0.01)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC7A2SNVMissense_Mutationnovelc.1637N>Gp.Leu546Trpp.L546WP52569protein_codingtolerated(0.18)possibly_damaging(0.753)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC7A2SNVMissense_Mutationrs139867348c.1162G>Ap.Ala388Thrp.A388TP52569protein_codingdeleterious(0.02)possibly_damaging(0.761)TCGA-AA-3660-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC7A2SNVMissense_Mutationnovelc.1673C>Tp.Ala558Valp.A558VP52569protein_codingtolerated(0.51)benign(0.089)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SLC7A2SNVMissense_Mutationc.1175G>Ap.Ser392Asnp.S392NP52569protein_codingdeleterious(0)possibly_damaging(0.582)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SLC7A2SNVMissense_Mutationc.437C>Tp.Thr146Ilep.T146IP52569protein_codingdeleterious(0)possibly_damaging(0.84)TCGA-AA-A022-01Colorectumcolon 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
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