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: SLC25A29

Gene summary for SLC25A29

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC25A29

Gene ID

123096

Gene namesolute carrier family 25 member 29
Gene AliasC14orf69
Cytomap14q32.2
Gene Typeprotein-coding
GO ID

GO:0003333

UniProtAcc

Q8N8R3


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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
123096SLC25A29AEH-subject1HumanEndometriumAEH5.11e-114.84e-01-0.3059
123096SLC25A29AEH-subject2HumanEndometriumAEH7.96e-135.53e-01-0.2525
123096SLC25A29AEH-subject3HumanEndometriumAEH2.04e-124.57e-01-0.2576
123096SLC25A29AEH-subject5HumanEndometriumAEH1.16e-053.39e-01-0.2953
123096SLC25A29EEC-subject1HumanEndometriumEEC1.46e-022.61e-01-0.2682
123096SLC25A29EEC-subject2HumanEndometriumEEC7.49e-419.10e-01-0.2607
123096SLC25A29GSM5276934HumanEndometriumEEC2.40e-05-2.19e-01-0.0913
123096SLC25A29GSM5276935HumanEndometriumEEC1.75e-164.97e-01-0.123
123096SLC25A29GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC6.62e-03-1.26e-03-0.1869
123096SLC25A29GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC4.16e-067.60e-02-0.1875
123096SLC25A29GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC9.27e-05-6.44e-02-0.1883
123096SLC25A29GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.90e-033.40e-02-0.1934
123096SLC25A29GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.91e-08-7.31e-02-0.1917
123096SLC25A29GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC5.00e-096.19e-03-0.1916
123096SLC25A29GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC5.98e-074.25e-01-0.1269
123096SLC25A29LZE7THumanEsophagusESCC1.10e-025.22e-020.0667
123096SLC25A29LZE20THumanEsophagusESCC1.15e-025.84e-020.0662
123096SLC25A29LZE24THumanEsophagusESCC7.37e-052.30e-010.0596
123096SLC25A29LZE21THumanEsophagusESCC9.02e-063.23e-010.0655
123096SLC25A29P1T-EHumanEsophagusESCC6.41e-031.35e-010.0875
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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:000683910EndometriumAEHmitochondrial transport66/2100254/187233.55e-114.96e-0966
GO:19905429EndometriumAEHmitochondrial transmembrane transport31/2100102/187231.29e-075.97e-0631
GO:000683915EndometriumEECmitochondrial transport67/2168254/187235.04e-117.03e-0967
GO:199054216EndometriumEECmitochondrial transmembrane transport31/2168102/187232.65e-071.11e-0531
GO:0006839110EsophagusESCCmitochondrial transport187/8552254/187238.35e-209.81e-18187
GO:1990542110EsophagusESCCmitochondrial transmembrane transport72/8552102/187232.94e-074.23e-0672
GO:000683928ThyroidPTCmitochondrial transport150/5968254/187232.76e-193.34e-17150
GO:199054225ThyroidPTCmitochondrial transmembrane transport57/5968102/187234.49e-077.38e-0657
GO:000683929ThyroidATCmitochondrial transport151/6293254/187232.07e-172.14e-15151
GO:199054226ThyroidATCmitochondrial transmembrane transport57/6293102/187233.05e-063.49e-0557
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0471426EndometriumAEHThermogenesis85/1197232/84653.44e-189.33e-176.83e-1785
hsa04714111EndometriumAEHThermogenesis85/1197232/84653.44e-189.33e-176.83e-1785
hsa0471427EndometriumEECThermogenesis85/1237232/84652.79e-177.05e-165.26e-1685
hsa0471436EndometriumEECThermogenesis85/1237232/84652.79e-177.05e-165.26e-1685
hsa04714211EsophagusESCCThermogenesis163/4205232/84659.22e-111.14e-095.86e-10163
hsa04714310EsophagusESCCThermogenesis163/4205232/84659.22e-111.14e-095.86e-10163
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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
SLC25A29SNVMissense_Mutationc.805G>Ap.Val269Ilep.V269IQ8N8R3protein_codingdeleterious(0.01)probably_damaging(0.985)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC25A29SNVMissense_Mutationnovelc.68N>Gp.Asp23Glyp.D23GQ8N8R3protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
SLC25A29SNVMissense_Mutationnovelc.121G>Ap.Gly41Argp.G41RQ8N8R3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
SLC25A29SNVMissense_Mutationc.473N>Cp.Leu158Serp.L158SQ8N8R3protein_codingdeleterious(0.01)possibly_damaging(0.783)TCGA-D1-A176-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SLC25A29SNVMissense_Mutationnovelc.73N>Ap.Val25Ilep.V25IQ8N8R3protein_codingtolerated(0.34)possibly_damaging(0.735)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SLC25A29SNVMissense_Mutationc.728G>Ap.Gly243Aspp.G243DQ8N8R3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DD-A73A-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownSD
SLC25A29SNVMissense_Mutationrs770340054c.80N>Cp.Val27Alap.V27AQ8N8R3protein_codingdeleterious(0)probably_damaging(0.991)TCGA-BR-8372-01Stomachstomach adenocarcinomaMale<65III/IVChemotherapyetoposideCR
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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
123096SLC25A29TRANSPORTER, DRUGGABLE GENOMEPROPIONYL-L-CARNITINE
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