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: SLC25A46

Gene summary for SLC25A46

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC25A46

Gene ID

91137

Gene namesolute carrier family 25 member 46
Gene AliasHMSN6B
Cytomap5q22.1
Gene Typeprotein-coding
GO ID

GO:0000266

UniProtAcc

Q96AG3


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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
91137SLC25A46P62T-EHumanEsophagusESCC6.37e-366.89e-010.1302
91137SLC25A46P65T-EHumanEsophagusESCC8.17e-091.47e-010.0978
91137SLC25A46P74T-EHumanEsophagusESCC1.76e-163.57e-010.1479
91137SLC25A46P75T-EHumanEsophagusESCC1.03e-142.89e-010.1125
91137SLC25A46P76T-EHumanEsophagusESCC2.74e-151.40e-010.1207
91137SLC25A46P79T-EHumanEsophagusESCC1.98e-071.22e-010.1154
91137SLC25A46P80T-EHumanEsophagusESCC8.63e-266.70e-010.155
91137SLC25A46P82T-EHumanEsophagusESCC1.60e-043.26e-010.1072
91137SLC25A46P83T-EHumanEsophagusESCC1.35e-174.27e-010.1738
91137SLC25A46P84T-EHumanEsophagusESCC9.43e-031.73e-010.0933
91137SLC25A46P89T-EHumanEsophagusESCC5.19e-076.06e-010.1752
91137SLC25A46P91T-EHumanEsophagusESCC8.93e-087.13e-010.1828
91137SLC25A46P107T-EHumanEsophagusESCC9.40e-195.30e-010.171
91137SLC25A46P126T-EHumanEsophagusESCC4.21e-094.91e-010.1125
91137SLC25A46P127T-EHumanEsophagusESCC7.42e-202.94e-010.0826
91137SLC25A46P128T-EHumanEsophagusESCC4.15e-071.43e-010.1241
91137SLC25A46P130T-EHumanEsophagusESCC2.38e-316.20e-010.1676
91137SLC25A46HCC1_MengHumanLiverHCC1.73e-395.16e-020.0246
91137SLC25A46HCC2_MengHumanLiverHCC3.41e-213.20e-020.0107
91137SLC25A46HCC2HumanLiverHCC9.31e-153.14e+000.5341
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:00002662EsophagusESCCmitochondrial fission28/855242/187234.90e-031.89e-0228
GO:0048285LiverHCCorganelle fission254/7958488/187231.07e-051.23e-04254
GO:0000266LiverHCCmitochondrial fission28/795842/187231.35e-037.26e-0328
GO:00482852Oral cavityOSCCorganelle fission265/7305488/187233.22e-121.27e-10265
GO:006156410Oral cavityOSCCaxon development207/7305467/187231.01e-023.51e-02207
GO:00002661Oral cavityOSCCmitochondrial fission24/730542/187231.30e-024.34e-0224
GO:004828511Oral cavityLPorganelle fission145/4623488/187236.02e-033.57e-02145
GO:00482854SkincSCCorganelle fission197/4864488/187231.51e-128.36e-11197
GO:006156422SkincSCCaxon development146/4864467/187235.50e-032.73e-02146
GO:006156419ThyroidPTCaxon development199/5968467/187235.27e-078.53e-06199
GO:00482855ThyroidPTCorganelle fission188/5968488/187239.64e-045.77e-03188
GO:004828512ThyroidATCorganelle fission229/6293488/187234.79e-101.29e-08229
GO:006156423ThyroidATCaxon development220/6293467/187236.85e-101.80e-08220
GO:00002663ThyroidATCmitochondrial fission22/629342/187239.23e-033.44e-0222
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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
SLC25A46SNVMissense_Mutationc.574C>Tp.His192Tyrp.H192YQ96AG3protein_codingtolerated(0.4)benign(0)TCGA-A6-6650-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC25A46SNVMissense_Mutationc.1052A>Tp.Asp351Valp.D351VQ96AG3protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
SLC25A46SNVMissense_Mutationnovelc.770N>Ap.Arg257Glnp.R257QQ96AG3protein_codingdeleterious(0)probably_damaging(0.975)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC25A46SNVMissense_Mutationnovelc.1040N>Ap.Arg347Hisp.R347HQ96AG3protein_codingdeleterious(0)probably_damaging(1)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SLC25A46SNVMissense_Mutationrs750732884c.370C>Tp.Arg124Cysp.R124CQ96AG3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CK-5915-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC25A46SNVMissense_Mutationnovelc.55C>Tp.Arg19Trpp.R19WQ96AG3protein_codingdeleterious_low_confidence(0)possibly_damaging(0.803)TCGA-D5-6539-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC25A46SNVMissense_Mutationnovelc.581G>Tp.Trp194Leup.W194LQ96AG3protein_codingtolerated(0.67)benign(0)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC25A46SNVMissense_Mutationnovelc.1220A>Cp.Lys407Thrp.K407TQ96AG3protein_codingdeleterious(0.01)probably_damaging(0.976)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC25A46insertionIn_Frame_Insnovelc.612_613insATTTTTTTCAATp.Leu204_Leu205insIlePhePheAsnp.L204_L205insIFFNQ96AG3protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC25A46insertionNonsense_Mutationnovelc.615_616insTAGGp.Lys206Terp.K206*Q96AG3protein_codingTCGA-AM-5820-01Colorectumcolon 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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