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: SLC25A44

Gene summary for SLC25A44

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC25A44

Gene ID

9673

Gene namesolute carrier family 25 member 44
Gene AliasSLC25A44
Cytomap1q22
Gene Typeprotein-coding
GO ID

GO:0001659

UniProtAcc

E9PGQ0


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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
9673SLC25A44C04HumanOral cavityOSCC1.52e-022.24e-010.2633
9673SLC25A44C21HumanOral cavityOSCC9.12e-072.57e-010.2678
9673SLC25A44C30HumanOral cavityOSCC3.68e-064.75e-010.3055
9673SLC25A44C38HumanOral cavityOSCC3.45e-044.22e-010.172
9673SLC25A44C43HumanOral cavityOSCC4.57e-051.65e-010.1704
9673SLC25A44C06HumanOral cavityOSCC6.52e-066.69e-010.2699
9673SLC25A44C08HumanOral cavityOSCC2.45e-031.99e-010.1919
9673SLC25A44C09HumanOral cavityOSCC4.65e-145.57e-010.1431
9673SLC25A44LN22HumanOral cavityOSCC3.14e-023.27e-010.1733
9673SLC25A44LN46HumanOral cavityOSCC3.95e-031.67e-010.1666
9673SLC25A44LP15HumanOral cavityLP4.44e-038.51e-010.2174
9673SLC25A44SYSMH1HumanOral cavityOSCC4.24e-024.25e-020.1127
9673SLC25A44SYSMH2HumanOral cavityOSCC1.36e-036.41e-020.2326
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:00442826Oral cavityOSCCsmall molecule catabolic process174/7305376/187232.25e-031.00e-02174
GO:01061065Oral cavityOSCCcold-induced thermogenesis71/7305144/187237.51e-032.75e-0271
GO:01201615Oral cavityOSCCregulation of cold-induced thermogenesis71/7305144/187237.51e-032.75e-0271
GO:00016594Oral cavityOSCCtemperature homeostasis84/7305174/187237.84e-032.87e-0284
GO:19908454Oral cavityOSCCadaptive thermogenesis76/7305157/187231.02e-023.52e-0276
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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
SLC25A44SNVMissense_Mutationc.781N>Ap.Glu261Lysp.E261Kprotein_codingtolerated(0.07)benign(0.047)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC25A44insertionNonsense_Mutationnovelc.925_926insACTGGCAGAGCTGCAGAGGGTCTTAGAGAGGATTTp.Lys309AsnfsTer9p.K309Nfs*9protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
SLC25A44insertionIn_Frame_Insnovelc.907_908insAAATTACCCAAGGTTATGTTGTTAGTAp.Gly303delinsGluIleThrGlnGlyTyrValValSerSerp.G303delinsEITQGYVVSSprotein_codingTCGA-A8-A08Z-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SLC25A44SNVMissense_Mutationrs768011448c.125G>Ap.Arg42Hisp.R42Hprotein_codingdeleterious(0.03)benign(0.238)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC25A44SNVMissense_Mutationnovelc.427G>Tp.Gly143Cysp.G143Cprotein_codingdeleterious(0)possibly_damaging(0.882)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC25A44SNVMissense_Mutationrs775996492c.707C>Tp.Ser236Leup.S236Lprotein_codingdeleterious(0)benign(0.43)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC25A44SNVMissense_Mutationrs754955888c.764G>Ap.Arg255Glnp.R255Qprotein_codingdeleterious(0)probably_damaging(0.972)TCGA-MU-A5YI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SLC25A44SNVMissense_Mutationnovelc.250N>Ap.Leu84Ilep.L84Iprotein_codingtolerated(1)benign(0.044)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
SLC25A44SNVMissense_Mutationrs754955888c.764N>Ap.Arg255Glnp.R255Qprotein_codingdeleterious(0)probably_damaging(0.972)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
SLC25A44SNVMissense_Mutationc.94N>Ap.Arg32Serp.R32Sprotein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=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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