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: SLC25A33

Gene summary for SLC25A33

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC25A33

Gene ID

84275

Gene namesolute carrier family 25 member 33
Gene AliasBMSC-MCP
Cytomap1p36.22
Gene Typeprotein-coding
GO ID

GO:0000002

UniProtAcc

Q9BSK2


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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
84275SLC25A33LZE20THumanEsophagusESCC8.45e-091.54e-010.0662
84275SLC25A33LZE24THumanEsophagusESCC1.33e-241.00e+000.0596
84275SLC25A33LZE21THumanEsophagusESCC3.20e-022.91e-010.0655
84275SLC25A33P1T-EHumanEsophagusESCC1.54e-107.55e-010.0875
84275SLC25A33P2T-EHumanEsophagusESCC2.77e-631.12e+000.1177
84275SLC25A33P4T-EHumanEsophagusESCC4.05e-401.21e+000.1323
84275SLC25A33P5T-EHumanEsophagusESCC5.33e-378.80e-010.1327
84275SLC25A33P8T-EHumanEsophagusESCC1.61e-204.26e-010.0889
84275SLC25A33P9T-EHumanEsophagusESCC7.49e-174.82e-010.1131
84275SLC25A33P10T-EHumanEsophagusESCC3.18e-489.15e-010.116
84275SLC25A33P11T-EHumanEsophagusESCC2.05e-149.69e-010.1426
84275SLC25A33P12T-EHumanEsophagusESCC2.63e-479.88e-010.1122
84275SLC25A33P15T-EHumanEsophagusESCC1.58e-318.31e-010.1149
84275SLC25A33P16T-EHumanEsophagusESCC7.27e-345.80e-010.1153
84275SLC25A33P17T-EHumanEsophagusESCC2.88e-053.31e-010.1278
84275SLC25A33P19T-EHumanEsophagusESCC3.08e-053.94e-010.1662
84275SLC25A33P20T-EHumanEsophagusESCC5.41e-369.93e-010.1124
84275SLC25A33P21T-EHumanEsophagusESCC7.36e-286.15e-010.1617
84275SLC25A33P22T-EHumanEsophagusESCC3.53e-204.02e-010.1236
84275SLC25A33P23T-EHumanEsophagusESCC2.68e-361.07e+000.108
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:003286915ProstateTumorcellular response to insulin stimulus63/3246203/187231.15e-062.18e-0563
GO:003286815ProstateTumorresponse to insulin75/3246264/187234.94e-067.68e-0575
GO:004346715ProstateTumorregulation of generation of precursor metabolites and energy43/3246130/187239.55e-061.39e-0443
GO:199054217ProstateTumormitochondrial transmembrane transport36/3246102/187239.84e-061.43e-0436
GO:003030714ProstateTumorpositive regulation of cell growth50/3246166/187233.42e-054.01e-0450
GO:190357818ProstateTumorregulation of ATP metabolic process30/324687/187238.61e-058.53e-0430
GO:007259315ProstateTumorreactive oxygen species metabolic process63/3246239/187232.87e-042.32e-0363
GO:001593113ProstateTumornucleobase-containing compound transport59/3246222/187233.49e-042.75e-0359
GO:005188115ProstateTumorregulation of mitochondrial membrane potential25/324674/187234.62e-043.47e-0325
GO:004592715ProstateTumorpositive regulation of growth66/3246259/187235.73e-044.13e-0366
GO:001700411ProstateTumorcytochrome complex assembly14/324636/187231.79e-031.05e-0214
GO:200037715ProstateTumorregulation of reactive oxygen species metabolic process42/3246157/187232.02e-031.16e-0242
GO:014005311ProstateTumormitochondrial gene expression31/3246108/187232.31e-031.30e-0231
GO:190371514ProstateTumorregulation of aerobic respiration12/324633/187237.03e-033.16e-0212
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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
SLC25A33SNVMissense_Mutationnovelc.578C>Tp.Ser193Leup.S193LQ9BSK2protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC25A33SNVMissense_Mutationc.847G>Cp.Gly283Argp.G283RQ9BSK2protein_codingdeleterious(0.01)probably_damaging(0.967)TCGA-A6-5659-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC25A33SNVMissense_Mutationrs750582662c.112C>Tp.Arg38Trpp.R38WQ9BSK2protein_codingdeleterious(0)probably_damaging(1)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC25A33insertionFrame_Shift_Insnovelc.695_696insTp.Gly235TrpfsTer10p.G235Wfs*10Q9BSK2protein_codingTCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
SLC25A33SNVMissense_Mutationrs138525926c.956N>Ap.Arg319Hisp.R319HQ9BSK2protein_codingtolerated(0.38)benign(0.005)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SLC25A33SNVMissense_Mutationc.775N>Gp.Thr259Alap.T259AQ9BSK2protein_codingdeleterious(0)probably_damaging(0.983)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SLC25A33SNVMissense_Mutationnovelc.641N>Cp.Leu214Prop.L214PQ9BSK2protein_codingdeleterious(0)probably_damaging(0.969)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SLC25A33SNVMissense_Mutationrs750582662c.112C>Tp.Arg38Trpp.R38WQ9BSK2protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
SLC25A33SNVMissense_Mutationrs750582662c.112N>Tp.Arg38Trpp.R38WQ9BSK2protein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SLC25A33SNVMissense_Mutationc.100N>Tp.Val34Phep.V34FQ9BSK2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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