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: SLC25A32

Gene summary for SLC25A32

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC25A32

Gene ID

81034

Gene namesolute carrier family 25 member 32
Gene AliasGLYB
Cytomap8q22.3
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

A0A024R9D0


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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
81034SLC25A32LZE2THumanEsophagusESCC3.66e-051.02e+000.082
81034SLC25A32LZE4THumanEsophagusESCC1.21e-134.94e-010.0811
81034SLC25A32LZE7THumanEsophagusESCC5.72e-122.87e-010.0667
81034SLC25A32LZE8THumanEsophagusESCC1.98e-154.16e-010.067
81034SLC25A32LZE20THumanEsophagusESCC2.33e-051.78e-010.0662
81034SLC25A32LZE24THumanEsophagusESCC6.72e-154.39e-010.0596
81034SLC25A32LZE21THumanEsophagusESCC1.50e-042.00e-010.0655
81034SLC25A32LZE6THumanEsophagusESCC3.75e-031.82e-010.0845
81034SLC25A32P1T-EHumanEsophagusESCC3.35e-053.20e-010.0875
81034SLC25A32P2T-EHumanEsophagusESCC2.97e-212.75e-010.1177
81034SLC25A32P4T-EHumanEsophagusESCC8.61e-134.56e-010.1323
81034SLC25A32P5T-EHumanEsophagusESCC7.23e-143.21e-010.1327
81034SLC25A32P8T-EHumanEsophagusESCC2.28e-151.44e-010.0889
81034SLC25A32P9T-EHumanEsophagusESCC3.37e-184.39e-010.1131
81034SLC25A32P10T-EHumanEsophagusESCC7.63e-213.25e-010.116
81034SLC25A32P11T-EHumanEsophagusESCC6.04e-073.59e-010.1426
81034SLC25A32P12T-EHumanEsophagusESCC4.18e-255.77e-010.1122
81034SLC25A32P15T-EHumanEsophagusESCC8.67e-122.32e-010.1149
81034SLC25A32P16T-EHumanEsophagusESCC1.64e-265.85e-010.1153
81034SLC25A32P19T-EHumanEsophagusESCC8.19e-063.75e-010.1662
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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
∗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:0006839110EsophagusESCCmitochondrial transport187/8552254/187238.35e-209.81e-18187
GO:001593117EsophagusESCCnucleobase-containing compound transport162/8552222/187239.87e-177.93e-15162
GO:1990542110EsophagusESCCmitochondrial transmembrane transport72/8552102/187232.94e-074.23e-0672
GO:00065757EsophagusESCCcellular modified amino acid metabolic process112/8552188/187238.31e-056.06e-04112
GO:00067671EsophagusESCCwater-soluble vitamin metabolic process41/855259/187231.84e-041.17e-0341
GO:00067661EsophagusESCCvitamin metabolic process67/8552106/187232.03e-041.28e-0367
GO:00425584EsophagusESCCpteridine-containing compound metabolic process25/855233/187234.30e-042.43e-0325
GO:00436485EsophagusESCCdicarboxylic acid metabolic process58/855296/187232.55e-031.09e-0258
GO:00067602EsophagusESCCfolic acid-containing compound metabolic process19/855226/187234.31e-031.71e-0219
GO:00466551EsophagusESCCfolic acid metabolic process11/855214/187231.30e-024.27e-0211
GO:000683912LiverHCCmitochondrial transport184/7958254/187232.30e-223.83e-20184
GO:001593111LiverHCCnucleobase-containing compound transport150/7958222/187233.17e-142.03e-12150
GO:199054212LiverHCCmitochondrial transmembrane transport78/7958102/187232.73e-121.26e-1078
GO:000657521LiverHCCcellular modified amino acid metabolic process119/7958188/187236.47e-091.67e-07119
GO:00436482LiverHCCdicarboxylic acid metabolic process68/795896/187231.73e-084.14e-0768
GO:00425581LiverHCCpteridine-containing compound metabolic process28/795833/187236.57e-071.03e-0528
GO:00067601LiverHCCfolic acid-containing compound metabolic process22/795826/187231.23e-051.39e-0422
GO:0006767LiverHCCwater-soluble vitamin metabolic process39/795859/187232.14e-041.63e-0339
GO:0046655LiverHCCfolic acid metabolic process12/795814/187231.17e-036.54e-0312
GO:0006766LiverHCCvitamin metabolic process57/7958106/187231.25e-024.53e-0257
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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
SLC25A32SNVMissense_Mutationc.212N>Ap.Thr71Asnp.T71NQ9H2D1protein_codingtolerated(0.06)benign(0.078)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
SLC25A32SNVMissense_Mutationrs765876520c.247N>Gp.Gln83Glup.Q83EQ9H2D1protein_codingdeleterious(0.02)benign(0.309)TCGA-C8-A12P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC25A32SNVMissense_Mutationc.932G>Ap.Arg311Lysp.R311KQ9H2D1protein_codingtolerated(0.2)benign(0.003)TCGA-D8-A13Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SLC25A32SNVMissense_Mutationc.320N>Gp.Lys107Argp.K107RQ9H2D1protein_codingdeleterious(0.03)probably_damaging(0.951)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC25A32SNVMissense_Mutationrs765876520c.247N>Gp.Gln83Glup.Q83EQ9H2D1protein_codingdeleterious(0.02)benign(0.309)TCGA-E9-A1RD-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SLC25A32insertionFrame_Shift_Insnovelc.257_258insTGTGCCTGTCTCAATAp.Pro87ValfsTer29p.P87Vfs*29Q9H2D1protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC25A32insertionFrame_Shift_Insnovelc.255_256insTCTTTTTCCTTGTTGAAp.Thr86SerfsTer39p.T86Sfs*39Q9H2D1protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC25A32SNVMissense_Mutationnovelc.939N>Tp.Lys313Asnp.K313NQ9H2D1protein_codingtolerated_low_confidence(0.23)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC25A32SNVMissense_Mutationnovelc.694N>Ap.Ala232Thrp.A232TQ9H2D1protein_codingdeleterious(0)probably_damaging(0.987)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC25A32SNVMissense_Mutationnovelc.671N>Tp.Thr224Ilep.T224IQ9H2D1protein_codingdeleterious(0.03)benign(0.285)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
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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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