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: SLC25A23

Gene summary for SLC25A23

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC25A23

Gene ID

79085

Gene namesolute carrier family 25 member 23
Gene AliasAPC2
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0002082

UniProtAcc

Q9BV35


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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
79085SLC25A23HTA11_3410_2000001011HumanColorectumAD1.10e-031.28e-010.0155
79085SLC25A23HTA11_2487_2000001011HumanColorectumSER8.78e-206.79e-01-0.1808
79085SLC25A23HTA11_1938_2000001011HumanColorectumAD1.81e-063.08e-01-0.0811
79085SLC25A23HTA11_78_2000001011HumanColorectumAD5.22e-053.69e-01-0.1088
79085SLC25A23HTA11_347_2000001011HumanColorectumAD5.04e-316.84e-01-0.1954
79085SLC25A23HTA11_411_2000001011HumanColorectumSER4.73e-101.42e+00-0.2602
79085SLC25A23HTA11_2112_2000001011HumanColorectumSER1.38e-138.77e-01-0.2196
79085SLC25A23HTA11_3361_2000001011HumanColorectumAD2.33e-115.35e-01-0.1207
79085SLC25A23HTA11_83_2000001011HumanColorectumSER2.35e-115.42e-01-0.1526
79085SLC25A23HTA11_696_2000001011HumanColorectumAD9.03e-247.18e-01-0.1464
79085SLC25A23HTA11_866_2000001011HumanColorectumAD4.05e-073.85e-01-0.1001
79085SLC25A23HTA11_1391_2000001011HumanColorectumAD2.27e-084.20e-01-0.059
79085SLC25A23HTA11_2992_2000001011HumanColorectumSER6.78e-117.44e-01-0.1706
79085SLC25A23HTA11_5212_2000001011HumanColorectumAD1.15e-086.43e-01-0.2061
79085SLC25A23HTA11_5216_2000001011HumanColorectumSER2.74e-066.12e-01-0.1462
79085SLC25A23HTA11_546_2000001011HumanColorectumAD5.48e-054.75e-01-0.0842
79085SLC25A23HTA11_6801_2000001011HumanColorectumSER9.29e-043.39e-010.0171
79085SLC25A23HTA11_7696_3000711011HumanColorectumAD2.86e-063.10e-010.0674
79085SLC25A23HTA11_99999965104_69814HumanColorectumMSS7.82e-073.14e-010.281
79085SLC25A23HTA11_99999971662_82457HumanColorectumMSS3.89e-094.23e-010.3859
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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:0046034ColorectumADATP metabolic process142/3918277/187232.64e-298.26e-26142
GO:0006091ColorectumADgeneration of precursor metabolites and energy209/3918490/187233.17e-286.61e-25209
GO:0009060ColorectumADaerobic respiration108/3918189/187239.14e-281.43e-24108
GO:0045333ColorectumADcellular respiration119/3918230/187233.21e-254.02e-22119
GO:0006119ColorectumADoxidative phosphorylation83/3918141/187237.95e-238.30e-2083
GO:0015980ColorectumADenergy derivation by oxidation of organic compounds143/3918318/187232.78e-222.49e-19143
GO:0006839ColorectumADmitochondrial transport102/3918254/187231.87e-123.08e-10102
GO:1990542ColorectumADmitochondrial transmembrane transport47/3918102/187231.09e-086.52e-0747
GO:0062197ColorectumADcellular response to chemical stress109/3918337/187235.33e-071.95e-05109
GO:0043467ColorectumADregulation of generation of precursor metabolites and energy49/3918130/187238.33e-061.99e-0449
GO:0015931ColorectumADnucleobase-containing compound transport73/3918222/187232.02e-054.10e-0473
GO:1903578ColorectumADregulation of ATP metabolic process34/391887/187238.30e-051.30e-0334
GO:0010038ColorectumADresponse to metal ion106/3918373/187233.22e-043.83e-03106
GO:0071248ColorectumADcellular response to metal ion61/3918197/187235.74e-046.09e-0361
GO:0071241ColorectumADcellular response to inorganic substance68/3918226/187236.98e-047.10e-0368
GO:0051560ColorectumADmitochondrial calcium ion homeostasis13/391826/187239.41e-048.92e-0313
GO:0043457ColorectumADregulation of cellular respiration20/391849/187231.23e-031.09e-0220
GO:1903715ColorectumADregulation of aerobic respiration15/391833/187231.36e-031.18e-0215
GO:0036444ColorectumADcalcium import into the mitochondrion8/391814/187233.23e-032.38e-028
GO:0006851ColorectumADmitochondrial calcium ion transmembrane transport10/391820/187233.67e-032.60e-0210
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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
SLC25A23SNVMissense_Mutationc.1178N>Tp.Ala393Valp.A393VQ9BV35protein_codingtolerated(0.09)possibly_damaging(0.531)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC25A23SNVMissense_Mutationc.753N>Cp.Lys251Asnp.K251NQ9BV35protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
SLC25A23SNVMissense_Mutationnovelc.912G>Cp.Lys304Asnp.K304NQ9BV35protein_codingdeleterious(0)probably_damaging(0.999)TCGA-ZJ-AAXT-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
SLC25A23SNVMissense_Mutationnovelc.1030N>Ap.Gly344Serp.G344SQ9BV35protein_codingtolerated(0.09)probably_damaging(0.913)TCGA-AA-3872-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownSD
SLC25A23SNVMissense_Mutationc.1019N>Ap.Pro340Hisp.P340HQ9BV35protein_codingdeleterious(0)probably_damaging(1)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
SLC25A23SNVMissense_Mutationrs549386407c.272N>Ap.Arg91Glnp.R91QQ9BV35protein_codingdeleterious(0.03)benign(0.094)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC25A23SNVMissense_Mutationc.721N>Ap.Leu241Metp.L241MQ9BV35protein_codingtolerated(0.11)possibly_damaging(0.883)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC25A23SNVMissense_Mutationrs563978358c.1294N>Tp.Arg432Trpp.R432WQ9BV35protein_codingtolerated(0.19)benign(0)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
SLC25A23SNVMissense_Mutationrs753656506c.520G>Ap.Glu174Lysp.E174KQ9BV35protein_codingdeleterious(0)probably_damaging(0.932)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC25A23SNVMissense_Mutationc.758N>Tp.Ala253Valp.A253VQ9BV35protein_codingdeleterious(0.04)possibly_damaging(0.817)TCGA-D5-6928-01Colorectumcolon 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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