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: SLC4A5

Gene summary for SLC4A5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC4A5

Gene ID

57835

Gene namesolute carrier family 4 member 5
Gene AliasNBC4
Cytomap2p13.1
Gene Typeprotein-coding
GO ID

GO:0001654

UniProtAcc

Q9BY07


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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
57835SLC4A5HCC1HumanLiverHCC1.94e-071.18e+000.5336
57835SLC4A5HCC2HumanLiverHCC1.88e-191.48e+000.5341
57835SLC4A5HCC5HumanLiverHCC1.29e-089.22e-010.4932
57835SLC4A5RNA-P25T1-P25T1-1HumanLungAIS2.05e-147.26e-01-0.2116
57835SLC4A5RNA-P25T1-P25T1-3HumanLungAIS1.26e-025.26e-01-0.2107
57835SLC4A5RNA-P25T1-P25T1-4HumanLungAIS2.19e-076.03e-01-0.2119
57835SLC4A5male-WTAHumanThyroidPTC1.78e-201.69e-010.1037
57835SLC4A5PTC04HumanThyroidPTC2.07e-038.20e-020.1927
57835SLC4A5PTC06HumanThyroidPTC2.42e-157.30e-010.2057
57835SLC4A5PTC07HumanThyroidPTC1.87e-062.72e-010.2044
57835SLC4A5ATC13HumanThyroidATC2.19e-04-5.30e-020.34
57835SLC4A5ATC5HumanThyroidATC4.21e-06-4.90e-020.34
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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
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:0051646LiverHCCmitochondrion localization34/795850/187232.38e-041.79e-0334
GO:005087822LiverHCCregulation of body fluid levels191/7958379/187231.06e-036.11e-03191
GO:000206422LiverHCCepithelial cell development114/7958220/187233.19e-031.47e-02114
GO:0048311LiverHCCmitochondrion distribution12/795816/187238.74e-033.40e-0212
GO:000206413LungAISepithelial cell development48/1849220/187231.06e-071.18e-0548
GO:00508788LungAISregulation of body fluid levels57/1849379/187238.60e-041.17e-0257
GO:00075894LungAISbody fluid secretion18/184993/187233.99e-033.65e-0218
GO:0002064112ThyroidPTCepithelial cell development101/5968220/187238.53e-069.74e-05101
GO:00516465ThyroidPTCmitochondrion localization24/596850/187231.25e-024.88e-0224
GO:000206428ThyroidATCepithelial cell development103/6293220/187233.06e-052.55e-04103
GO:0050878112ThyroidATCregulation of body fluid levels149/6293379/187231.08e-023.90e-02149
GO:005164612ThyroidATCmitochondrion localization25/629350/187231.20e-024.27e-0225
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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
SLC4A5SNVMissense_Mutationnovelc.2727N>Cp.Glu909Aspp.E909DQ9BY07protein_codingdeleterious(0)possibly_damaging(0.896)TCGA-A7-A4SE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
SLC4A5SNVMissense_Mutationc.2338G>Ap.Asp780Asnp.D780NQ9BY07protein_codingdeleterious(0.01)probably_damaging(1)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SLC4A5SNVMissense_Mutationc.2320N>Ap.Val774Ilep.V774IQ9BY07protein_codingtolerated(0.08)benign(0.009)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
SLC4A5SNVMissense_Mutationc.1883N>Cp.Ile628Thrp.I628TQ9BY07protein_codingdeleterious(0)possibly_damaging(0.861)TCGA-D8-A1XJ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
SLC4A5SNVMissense_Mutationc.2003N>Tp.Asp668Valp.D668VQ9BY07protein_codingtolerated(0.15)possibly_damaging(0.673)TCGA-E2-A158-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyarimidexSD
SLC4A5SNVMissense_Mutationrs767096839c.2213A>Cp.Lys738Thrp.K738TQ9BY07protein_codingtolerated(0.19)possibly_damaging(0.513)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SLC4A5SNVMissense_Mutationnovelc.1436C>Tp.Pro479Leup.P479LQ9BY07protein_codingtolerated(0.06)probably_damaging(0.999)TCGA-EW-A1J6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
SLC4A5SNVMissense_Mutationnovelc.1505N>Ap.Ile502Asnp.I502NQ9BY07protein_codingdeleterious(0)possibly_damaging(0.88)TCGA-HN-A2NL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SLC4A5insertionNonsense_Mutationnovelc.2783_2784insGCATGGTGGCACGTGCCTGTAATCACAGCp.Val929HisfsTer7p.V929Hfs*7Q9BY07protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SLC4A5insertionFrame_Shift_Insnovelc.2943_2944insGGGCCAGGAGp.Ile982GlyfsTer92p.I982Gfs*92Q9BY07protein_codingTCGA-A8-A09B-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
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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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