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: SLC33A1

Gene summary for SLC33A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC33A1

Gene ID

9197

Gene namesolute carrier family 33 member 1
Gene AliasACATN
Cytomap3q25.31
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

O00400


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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
9197SLC33A1LZE4THumanEsophagusESCC3.16e-133.74e-010.0811
9197SLC33A1LZE7THumanEsophagusESCC1.28e-021.36e-010.0667
9197SLC33A1LZE8THumanEsophagusESCC6.01e-061.71e-010.067
9197SLC33A1LZE21D1HumanEsophagusHGIN7.34e-042.56e-010.0632
9197SLC33A1LZE24THumanEsophagusESCC4.23e-154.32e-010.0596
9197SLC33A1LZE21THumanEsophagusESCC3.76e-054.09e-010.0655
9197SLC33A1LZE6THumanEsophagusESCC1.03e-042.40e-010.0845
9197SLC33A1P1T-EHumanEsophagusESCC1.71e-065.00e-010.0875
9197SLC33A1P2T-EHumanEsophagusESCC7.10e-609.99e-010.1177
9197SLC33A1P4T-EHumanEsophagusESCC3.13e-266.08e-010.1323
9197SLC33A1P5T-EHumanEsophagusESCC2.14e-112.29e-010.1327
9197SLC33A1P8T-EHumanEsophagusESCC2.53e-305.56e-010.0889
9197SLC33A1P9T-EHumanEsophagusESCC2.62e-102.80e-010.1131
9197SLC33A1P10T-EHumanEsophagusESCC4.43e-346.05e-010.116
9197SLC33A1P11T-EHumanEsophagusESCC2.19e-093.08e-010.1426
9197SLC33A1P12T-EHumanEsophagusESCC5.92e-153.34e-010.1122
9197SLC33A1P15T-EHumanEsophagusESCC5.85e-194.12e-010.1149
9197SLC33A1P16T-EHumanEsophagusESCC4.36e-285.82e-010.1153
9197SLC33A1P17T-EHumanEsophagusESCC2.92e-052.59e-010.1278
9197SLC33A1P20T-EHumanEsophagusESCC1.43e-173.81e-010.1124
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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
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:001593116EsophagusHGINnucleobase-containing compound transport57/2587222/187231.76e-066.52e-0557
GO:190260017EsophagusHGINproton transmembrane transport43/2587157/187235.51e-061.75e-0443
GO:001593117EsophagusESCCnucleobase-containing compound transport162/8552222/187239.87e-177.93e-15162
GO:000717810EsophagusESCCtransmembrane receptor protein serine/threonine kinase signaling pathway195/8552355/187232.58e-041.58e-03195
GO:190260018EsophagusESCCproton transmembrane transport88/8552157/187235.62e-032.10e-0288
GO:001593114Oral cavityOSCCnucleobase-containing compound transport150/7305222/187234.86e-185.04e-16150
GO:00071789Oral cavityOSCCtransmembrane receptor protein serine/threonine kinase signaling pathway165/7305355/187232.31e-031.02e-02165
GO:19012642Oral cavityOSCCcarbohydrate derivative transport44/730580/187232.67e-031.16e-0244
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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
SLC33A1SNVMissense_Mutationc.781N>Tp.Leu261Phep.L261FO00400protein_codingtolerated(0.08)benign(0.434)TCGA-AC-A3YI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
SLC33A1SNVMissense_Mutationnovelc.1283T>Gp.Met428Argp.M428RO00400protein_codingdeleterious(0)probably_damaging(0.989)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC33A1SNVMissense_Mutationc.1009N>Ap.Glu337Lysp.E337KO00400protein_codingdeleterious(0.01)possibly_damaging(0.78)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
SLC33A1SNVMissense_Mutationnovelc.1619N>Tp.Ser540Leup.S540LO00400protein_codingtolerated(0.34)benign(0)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
SLC33A1SNVMissense_Mutationc.559G>Ap.Glu187Lysp.E187KO00400protein_codingdeleterious(0.03)benign(0.038)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC33A1SNVMissense_Mutationnovelc.1475N>Gp.Ala492Glyp.A492GO00400protein_codingtolerated(0.31)benign(0.005)TCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SLC33A1SNVMissense_Mutationnovelc.65C>Tp.Ser22Phep.S22FO00400protein_codingtolerated_low_confidence(0.16)benign(0.031)TCGA-VS-A9UV-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownPD
SLC33A1SNVMissense_Mutationrs767960891c.1625N>Tp.Ser542Leup.S542LO00400protein_codingtolerated(0.14)benign(0.227)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC33A1SNVMissense_Mutationnovelc.151N>Ap.Ala51Thrp.A51TO00400protein_codingtolerated(0.58)benign(0.001)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC33A1SNVMissense_Mutationc.1565N>Gp.Phe522Cysp.F522CO00400protein_codingtolerated(0.08)benign(0.111)TCGA-G4-6315-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilSD
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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
9197SLC33A1TRANSPORTER178101262
9197SLC33A1TRANSPORTERUS8592431, 457
9197SLC33A1TRANSPORTERUS8592431, 181
9197SLC33A1TRANSPORTERUS8592431, 185
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