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: SLC35E1

Gene summary for SLC35E1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC35E1

Gene ID

79939

Gene namesolute carrier family 35 member E1
Gene AliasSLC35E1
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A024R7G7


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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
79939SLC35E1HCC1_MengHumanLiverHCC2.73e-539.92e-020.0246
79939SLC35E1HCC2_MengHumanLiverHCC3.20e-251.32e-010.0107
79939SLC35E1HCC1HumanLiverHCC7.57e-174.29e+000.5336
79939SLC35E1HCC2HumanLiverHCC2.92e-293.83e+000.5341
79939SLC35E1HCC5HumanLiverHCC8.54e-211.84e+000.4932
79939SLC35E1Pt13.bHumanLiverHCC3.51e-023.25e-020.0251
79939SLC35E1Pt14.bHumanLiverHCC2.76e-021.66e-010.018
79939SLC35E1S014HumanLiverHCC3.66e-031.76e-010.2254
79939SLC35E1S016HumanLiverHCC3.89e-032.02e-010.2243
79939SLC35E1S027HumanLiverHCC6.62e-107.55e-010.2446
79939SLC35E1S028HumanLiverHCC8.95e-238.90e-010.2503
79939SLC35E1S029HumanLiverHCC1.37e-198.88e-010.2581
79939SLC35E1C04HumanOral cavityOSCC6.42e-155.38e-010.2633
79939SLC35E1C21HumanOral cavityOSCC1.72e-083.04e-010.2678
79939SLC35E1C30HumanOral cavityOSCC3.79e-301.08e+000.3055
79939SLC35E1C38HumanOral cavityOSCC8.12e-036.13e-010.172
79939SLC35E1C43HumanOral cavityOSCC5.74e-183.79e-010.1704
79939SLC35E1C46HumanOral cavityOSCC3.90e-132.62e-010.1673
79939SLC35E1C51HumanOral cavityOSCC5.24e-103.32e-010.2674
79939SLC35E1C57HumanOral cavityOSCC5.76e-163.44e-010.1679
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
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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
SLC35E1SNVMissense_Mutationnovelc.527N>Gp.Val176Glyp.V176GQ96K37protein_codingdeleterious(0.03)benign(0.04)TCGA-A2-A3XV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
SLC35E1SNVMissense_Mutationc.738N>Gp.Phe246Leup.F246LQ96K37protein_codingtolerated(0.35)possibly_damaging(0.621)TCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SLC35E1SNVMissense_Mutationrs753256934c.497N>Gp.Tyr166Cysp.Y166CQ96K37protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
SLC35E1SNVMissense_Mutationnovelc.581N>Tp.Ala194Valp.A194VQ96K37protein_codingdeleterious(0.03)possibly_damaging(0.666)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC35E1SNVMissense_Mutationnovelc.76G>Ap.Glu26Lysp.E26KQ96K37protein_codingtolerated(0.13)benign(0.007)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC35E1SNVMissense_Mutationrs765255227c.646N>Tp.Arg216Trpp.R216WQ96K37protein_codingdeleterious(0.02)possibly_damaging(0.877)TCGA-EK-A2RE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC35E1SNVMissense_Mutationc.640G>Cp.Asp214Hisp.D214HQ96K37protein_codingdeleterious(0)probably_damaging(0.995)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC35E1SNVMissense_Mutationrs200335570c.1079N>Ap.Arg360Hisp.R360HQ96K37protein_codingtolerated(1)benign(0)TCGA-AA-3695-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
SLC35E1SNVMissense_Mutationc.547N>Ap.Glu183Lysp.E183KQ96K37protein_codingdeleterious(0.02)benign(0.068)TCGA-AA-3695-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
SLC35E1SNVMissense_Mutationrs765255227c.646C>Tp.Arg216Trpp.R216WQ96K37protein_codingdeleterious(0.02)possibly_damaging(0.877)TCGA-AA-3984-01Colorectumcolon 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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