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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: SLC25A12

Gene summary for SLC25A12

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC25A12

Gene ID

8604

Gene namesolute carrier family 25 member 12
Gene AliasAGC1
Cytomap2q31.1
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

O75746


Top

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
8604SLC25A12CCI_2HumanCervixCC1.16e-045.37e-010.5249
8604SLC25A12CCI_3HumanCervixCC1.49e-107.11e-010.516
8604SLC25A12LZE4THumanEsophagusESCC1.84e-072.64e-010.0811
8604SLC25A12LZE8THumanEsophagusESCC5.42e-041.24e-010.067
8604SLC25A12P2T-EHumanEsophagusESCC3.61e-253.42e-010.1177
8604SLC25A12P4T-EHumanEsophagusESCC1.36e-153.72e-010.1323
8604SLC25A12P5T-EHumanEsophagusESCC1.92e-223.76e-010.1327
8604SLC25A12P8T-EHumanEsophagusESCC4.05e-181.85e-010.0889
8604SLC25A12P9T-EHumanEsophagusESCC1.45e-215.71e-010.1131
8604SLC25A12P10T-EHumanEsophagusESCC1.38e-182.87e-010.116
8604SLC25A12P11T-EHumanEsophagusESCC8.01e-073.42e-010.1426
8604SLC25A12P12T-EHumanEsophagusESCC1.67e-274.82e-010.1122
8604SLC25A12P15T-EHumanEsophagusESCC4.12e-194.67e-010.1149
8604SLC25A12P16T-EHumanEsophagusESCC6.68e-132.85e-010.1153
8604SLC25A12P17T-EHumanEsophagusESCC7.21e-031.24e-010.1278
8604SLC25A12P19T-EHumanEsophagusESCC5.90e-032.47e-010.1662
8604SLC25A12P20T-EHumanEsophagusESCC7.03e-194.44e-010.1124
8604SLC25A12P21T-EHumanEsophagusESCC6.76e-183.29e-010.1617
8604SLC25A12P22T-EHumanEsophagusESCC1.38e-091.23e-010.1236
8604SLC25A12P23T-EHumanEsophagusESCC4.37e-112.25e-010.108
Page: 1 2 3 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:004603410CervixCCATP metabolic process90/2311277/187237.90e-192.36e-1590
GO:00229049CervixCCrespiratory electron transport chain42/2311114/187231.67e-114.77e-0942
GO:00453339CervixCCcellular respiration66/2311230/187232.07e-115.39e-0966
GO:00229009CervixCCelectron transport chain53/2311175/187232.23e-103.43e-0853
GO:00060919CervixCCgeneration of precursor metabolites and energy105/2311490/187237.40e-096.61e-07105
GO:00159809CervixCCenergy derivation by oxidation of organic compounds74/2311318/187233.83e-082.53e-0674
GO:00091449CervixCCpurine nucleoside triphosphate metabolic process29/231188/187233.62e-071.45e-0529
GO:00068399CervixCCmitochondrial transport60/2311254/187234.21e-071.67e-0560
GO:00092058CervixCCpurine ribonucleoside triphosphate metabolic process27/231182/187239.24e-073.25e-0527
GO:00091458CervixCCpurine nucleoside triphosphate biosynthetic process24/231169/187231.21e-064.15e-0524
GO:00091998CervixCCribonucleoside triphosphate metabolic process28/231189/187231.65e-065.44e-0528
GO:00067548CervixCCATP biosynthetic process21/231157/187231.91e-065.97e-0521
GO:000989510CervixCCnegative regulation of catabolic process69/2311320/187232.15e-066.55e-0569
GO:00092068CervixCCpurine ribonucleoside triphosphate biosynthetic process23/231168/187233.47e-069.26e-0523
GO:00092018CervixCCribonucleoside triphosphate biosynthetic process24/231174/187234.95e-061.24e-0424
GO:00091419CervixCCnucleoside triphosphate metabolic process31/2311112/187239.38e-062.11e-0431
GO:00091428CervixCCnucleoside triphosphate biosynthetic process25/231185/187232.17e-053.89e-0425
GO:19905428CervixCCmitochondrial transmembrane transport26/2311102/187232.10e-042.39e-0326
GO:00196939CervixCCribose phosphate metabolic process72/2311396/187234.49e-044.48e-0372
GO:00092599CervixCCribonucleotide metabolic process70/2311385/187235.35e-045.18e-0370
Page: 1 2 3 4 5 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
SLC25A12SNVMissense_Mutationc.257N>Ap.Ala86Aspp.A86DO75746protein_codingtolerated(0.47)benign(0.005)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
SLC25A12SNVMissense_Mutationc.1369N>Ap.Ala457Thrp.A457TO75746protein_codingdeleterious(0.01)probably_damaging(0.989)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC25A12SNVMissense_Mutationc.805N>Cp.Asp269Hisp.D269HO75746protein_codingdeleterious(0)possibly_damaging(0.841)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SLC25A12SNVMissense_Mutationc.1919N>Ap.Arg640Lysp.R640KO75746protein_codingtolerated(0.28)benign(0.012)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC25A12SNVMissense_Mutationc.1583N>Tp.Ala528Valp.A528VO75746protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A1FU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SLC25A12SNVMissense_Mutationc.1885N>Tp.Pro629Serp.P629SO75746protein_codingtolerated(0.16)benign(0.028)TCGA-BH-A8FZ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC25A12SNVMissense_Mutationc.1871N>Ap.Arg624Hisp.R624HO75746protein_codingtolerated(0.27)benign(0.003)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC25A12SNVMissense_Mutationnovelc.1594G>Cp.Ala532Prop.A532PO75746protein_codingdeleterious(0)possibly_damaging(0.651)TCGA-LL-A441-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
SLC25A12SNVMissense_Mutationrs769103731c.1931C>Tp.Ala644Valp.A644VO75746protein_codingtolerated(0.06)possibly_damaging(0.792)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC25A12SNVMissense_Mutationc.1525C>Gp.Leu509Valp.L509VO75746protein_codingtolerated(0.14)benign(0.292)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
Page: 1 2 3 4 5 6 7 8 9 

Top

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
Page: 1