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: SLC4A2

Gene summary for SLC4A2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC4A2

Gene ID

6522

Gene namesolute carrier family 4 member 2
Gene AliasAE2
Cytomap7q36.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P04920


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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
6522SLC4A2LZE7THumanEsophagusESCC2.38e-031.29e-010.0667
6522SLC4A2LZE20THumanEsophagusESCC1.09e-031.09e-010.0662
6522SLC4A2LZE22THumanEsophagusESCC2.88e-033.74e-010.068
6522SLC4A2LZE24THumanEsophagusESCC1.82e-162.70e-010.0596
6522SLC4A2P1T-EHumanEsophagusESCC2.07e-103.65e-010.0875
6522SLC4A2P2T-EHumanEsophagusESCC1.01e-128.01e-020.1177
6522SLC4A2P4T-EHumanEsophagusESCC6.68e-091.94e-010.1323
6522SLC4A2P5T-EHumanEsophagusESCC4.73e-111.77e-010.1327
6522SLC4A2P8T-EHumanEsophagusESCC2.43e-162.09e-010.0889
6522SLC4A2P9T-EHumanEsophagusESCC3.58e-102.42e-010.1131
6522SLC4A2P10T-EHumanEsophagusESCC9.20e-192.25e-010.116
6522SLC4A2P11T-EHumanEsophagusESCC1.76e-032.28e-010.1426
6522SLC4A2P12T-EHumanEsophagusESCC8.51e-223.19e-010.1122
6522SLC4A2P15T-EHumanEsophagusESCC2.77e-254.91e-010.1149
6522SLC4A2P16T-EHumanEsophagusESCC2.26e-161.65e-010.1153
6522SLC4A2P17T-EHumanEsophagusESCC4.60e-031.72e-010.1278
6522SLC4A2P19T-EHumanEsophagusESCC2.21e-106.07e-010.1662
6522SLC4A2P20T-EHumanEsophagusESCC4.14e-071.05e-010.1124
6522SLC4A2P21T-EHumanEsophagusESCC6.62e-182.73e-010.1617
6522SLC4A2P22T-EHumanEsophagusESCC9.38e-053.61e-020.1236
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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:00300045LiverCirrhoticcellular monovalent inorganic cation homeostasis38/4634103/187234.02e-032.17e-0238
GO:00306415LiverCirrhoticregulation of cellular pH31/463481/187234.76e-032.50e-0231
GO:00068853LiverCirrhoticregulation of pH33/463491/187239.39e-034.29e-0233
GO:01101492ThyroidATCregulation of biomineralization45/629399/187239.34e-033.44e-0245
GO:00701672ThyroidATCregulation of biomineral tissue development44/629397/187231.05e-023.81e-0244
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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
SLC4A2SNVMissense_Mutationc.3697N>Ap.Glu1233Lysp.E1233KP04920protein_codingdeleterious(0.01)possibly_damaging(0.899)TCGA-A7-A26E-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanSD
SLC4A2SNVMissense_Mutationc.3039N>Cp.Gln1013Hisp.Q1013HP04920protein_codingdeleterious(0.05)probably_damaging(0.989)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SLC4A2SNVMissense_Mutationnovelc.3019C>Ap.Leu1007Ilep.L1007IP04920protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC4A2SNVMissense_Mutationc.2725N>Ap.Ala909Thrp.A909TP04920protein_codingtolerated(0.36)possibly_damaging(0.643)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC4A2SNVMissense_Mutationc.1292N>Cp.Ser431Thrp.S431TP04920protein_codingtolerated(0.07)possibly_damaging(0.634)TCGA-AO-A0J2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SLC4A2SNVMissense_Mutationc.2530N>Cp.Val844Leup.V844LP04920protein_codingtolerated(0.3)benign(0.014)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
SLC4A2SNVMissense_Mutationrs773194897c.310N>Tp.Arg104Trpp.R104WP04920protein_codingdeleterious_low_confidence(0)possibly_damaging(0.68)TCGA-C8-A135-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
SLC4A2SNVMissense_Mutationc.1009N>Ap.Glu337Lysp.E337KP04920protein_codingdeleterious(0.02)benign(0.16)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
SLC4A2SNVMissense_Mutationnovelc.163N>Ap.Gly55Argp.G55RP04920protein_codingtolerated_low_confidence(0.39)benign(0.342)TCGA-PE-A5DC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SLC4A2SNVMissense_Mutationnovelc.985N>Cp.Glu329Glnp.E329QP04920protein_codingdeleterious(0.01)benign(0.071)TCGA-S3-AA17-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
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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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