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: SLC9B2

Gene summary for SLC9B2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC9B2

Gene ID

133308

Gene namesolute carrier family 9 member B2
Gene AliasNHA2
Cytomap4q24
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

B7Z488


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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
133308SLC9B2P2T-EHumanEsophagusESCC8.07e-091.55e-010.1177
133308SLC9B2P4T-EHumanEsophagusESCC7.77e-102.58e-010.1323
133308SLC9B2P5T-EHumanEsophagusESCC4.10e-054.76e-020.1327
133308SLC9B2P8T-EHumanEsophagusESCC1.47e-023.94e-020.0889
133308SLC9B2P10T-EHumanEsophagusESCC3.02e-023.68e-020.116
133308SLC9B2P11T-EHumanEsophagusESCC2.84e-021.01e-010.1426
133308SLC9B2P12T-EHumanEsophagusESCC6.63e-041.16e-010.1122
133308SLC9B2P16T-EHumanEsophagusESCC3.74e-079.98e-020.1153
133308SLC9B2P20T-EHumanEsophagusESCC9.30e-061.32e-010.1124
133308SLC9B2P22T-EHumanEsophagusESCC1.05e-081.52e-010.1236
133308SLC9B2P26T-EHumanEsophagusESCC3.53e-082.12e-010.1276
133308SLC9B2P27T-EHumanEsophagusESCC2.33e-047.61e-020.1055
133308SLC9B2P28T-EHumanEsophagusESCC2.79e-235.70e-010.1149
133308SLC9B2P30T-EHumanEsophagusESCC4.84e-126.53e-010.137
133308SLC9B2P32T-EHumanEsophagusESCC7.15e-041.27e-010.1666
133308SLC9B2P36T-EHumanEsophagusESCC5.03e-051.33e-010.1187
133308SLC9B2P37T-EHumanEsophagusESCC1.13e-028.79e-020.1371
133308SLC9B2P48T-EHumanEsophagusESCC7.01e-038.63e-020.0959
133308SLC9B2P52T-EHumanEsophagusESCC7.89e-112.85e-010.1555
133308SLC9B2P56T-EHumanEsophagusESCC1.44e-032.87e-010.1613
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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
∗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:0030099111EsophagusESCCmyeloid cell differentiation232/8552381/187231.22e-092.90e-08232
GO:000257317EsophagusESCCmyeloid leukocyte differentiation128/8552208/187232.75e-063.15e-05128
GO:001072010EsophagusESCCpositive regulation of cell development172/8552298/187231.74e-051.55e-04172
GO:000689818EsophagusESCCreceptor-mediated endocytosis142/8552244/187235.22e-054.05e-04142
GO:007258314EsophagusESCCclathrin-dependent endocytosis34/855247/187231.91e-041.21e-0334
GO:1903706110EsophagusESCCregulation of hemopoiesis201/8552367/187232.60e-041.58e-03201
GO:19021076EsophagusESCCpositive regulation of leukocyte differentiation93/8552157/187234.20e-042.39e-0393
GO:19037086EsophagusESCCpositive regulation of hemopoiesis93/8552157/187234.20e-042.39e-0393
GO:004563918EsophagusESCCpositive regulation of myeloid cell differentiation64/8552103/187235.54e-043.03e-0364
GO:0045637111EsophagusESCCregulation of myeloid cell differentiation118/8552210/187231.35e-036.43e-03118
GO:00603485EsophagusESCCbone development115/8552205/187231.67e-037.72e-03115
GO:190210510EsophagusESCCregulation of leukocyte differentiation152/8552279/187231.82e-038.35e-03152
GO:000930617EsophagusESCCprotein secretion190/8552359/187233.22e-031.34e-02190
GO:003559217EsophagusESCCestablishment of protein localization to extracellular region190/8552360/187233.77e-031.53e-02190
GO:000276311EsophagusESCCpositive regulation of myeloid leukocyte differentiation37/855258/187234.12e-031.64e-0237
GO:007169210EsophagusESCCprotein localization to extracellular region193/8552368/187235.01e-031.92e-02193
GO:190260018EsophagusESCCproton transmembrane transport88/8552157/187235.62e-032.10e-0288
GO:000276115EsophagusESCCregulation of myeloid leukocyte differentiation69/8552120/187236.00e-032.21e-0269
GO:0009743111EsophagusESCCresponse to carbohydrate135/8552253/187238.16e-032.89e-02135
GO:005070810EsophagusESCCregulation of protein secretion142/8552268/187239.31e-033.24e-02142
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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
SLC9B2insertionFrame_Shift_Insnovelc.488_489insGGCCTCCCAAGTAGGTGGGATTACAGACATGCp.Asn163LysfsTer25p.N163Kfs*25Q86UD5protein_codingTCGA-A2-A04T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SLC9B2insertionNonsense_Mutationnovelc.630_631insGACATATTTGCTTGATAATTGATTAAGGCAAATTAAAp.Pro211AspfsTer5p.P211Dfs*5Q86UD5protein_codingTCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
SLC9B2insertionFrame_Shift_Insnovelc.1321_1322insCCCAGTACTTTGGGAGGCTAAGGTGGGTGGATCACCTGAGp.Cys441SerfsTer19p.C441Sfs*19Q86UD5protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
SLC9B2SNVMissense_Mutationrs753736568c.623C>Tp.Ser208Phep.S208FQ86UD5protein_codingdeleterious(0.01)possibly_damaging(0.828)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC9B2SNVMissense_Mutationc.338G>Ap.Gly113Glup.G113EQ86UD5protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-DS-A0VM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SLC9B2SNVMissense_Mutationc.121N>Cp.Asp41Hisp.D41HQ86UD5protein_codingdeleterious(0)possibly_damaging(0.579)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC9B2SNVMissense_Mutationnovelc.79N>Ap.Gln27Lysp.Q27KQ86UD5protein_codingtolerated(0.27)benign(0.003)TCGA-VS-A8Q8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SLC9B2SNVMissense_Mutationc.98N>Tp.Thr33Ilep.T33IQ86UD5protein_codingtolerated(0.2)benign(0.011)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC9B2SNVMissense_Mutationc.151C>Ap.Leu51Ilep.L51IQ86UD5protein_codingtolerated(0.09)benign(0.041)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
SLC9B2SNVMissense_Mutationc.1019N>Tp.Thr340Ilep.T340IQ86UD5protein_codingtolerated(0.09)benign(0.162)TCGA-D5-6927-01Colorectumcolon 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
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