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: SLC35A5

Gene summary for SLC35A5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC35A5

Gene ID

55032

Gene namesolute carrier family 35 member A5
Gene AliasSLC35A5
Cytomap3q13.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9BS91


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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
55032SLC35A5LZE4THumanEsophagusESCC7.77e-031.32e-010.0811
55032SLC35A5LZE8THumanEsophagusESCC1.49e-021.15e-010.067
55032SLC35A5LZE20THumanEsophagusESCC3.26e-031.23e-010.0662
55032SLC35A5LZE24THumanEsophagusESCC4.42e-163.80e-010.0596
55032SLC35A5P1T-EHumanEsophagusESCC1.47e-021.63e-010.0875
55032SLC35A5P2T-EHumanEsophagusESCC1.65e-051.42e-010.1177
55032SLC35A5P4T-EHumanEsophagusESCC5.33e-071.62e-010.1323
55032SLC35A5P5T-EHumanEsophagusESCC1.93e-068.25e-020.1327
55032SLC35A5P8T-EHumanEsophagusESCC4.87e-223.67e-010.0889
55032SLC35A5P9T-EHumanEsophagusESCC2.87e-071.48e-010.1131
55032SLC35A5P10T-EHumanEsophagusESCC3.45e-264.88e-010.116
55032SLC35A5P11T-EHumanEsophagusESCC5.46e-052.67e-010.1426
55032SLC35A5P12T-EHumanEsophagusESCC3.20e-071.32e-010.1122
55032SLC35A5P15T-EHumanEsophagusESCC6.27e-061.34e-010.1149
55032SLC35A5P16T-EHumanEsophagusESCC7.84e-304.70e-010.1153
55032SLC35A5P19T-EHumanEsophagusESCC1.75e-023.35e-010.1662
55032SLC35A5P20T-EHumanEsophagusESCC6.00e-071.91e-010.1124
55032SLC35A5P21T-EHumanEsophagusESCC5.85e-062.01e-010.1617
55032SLC35A5P22T-EHumanEsophagusESCC1.41e-081.77e-010.1236
55032SLC35A5P23T-EHumanEsophagusESCC4.51e-102.83e-010.108
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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
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:001593117EsophagusESCCnucleobase-containing compound transport162/8552222/187239.87e-177.93e-15162
GO:001593114Oral cavityOSCCnucleobase-containing compound transport150/7305222/187234.86e-185.04e-16150
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
SLC35A5SNVMissense_Mutationrs372446123c.1142C>Tp.Pro381Leup.P381LQ9BS91protein_codingtolerated(0.77)benign(0)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
SLC35A5SNVMissense_Mutationc.1030N>Gp.Thr344Alap.T344AQ9BS91protein_codingtolerated(0.34)benign(0.171)TCGA-EW-A1PD-01Breastbreast invasive carcinomaMale<65I/IIChemotherapydocetaxelSD
SLC35A5SNVMissense_Mutationnovelc.1238A>Gp.Lys413Argp.K413RQ9BS91protein_codingdeleterious_low_confidence(0.04)benign(0.056)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC35A5SNVMissense_Mutationnovelc.784G>Ap.Glu262Lysp.E262KQ9BS91protein_codingdeleterious(0.01)benign(0.379)TCGA-VS-A8QA-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC35A5SNVMissense_Mutationc.244N>Cp.Asn82Hisp.N82HQ9BS91protein_codingtolerated(0.13)benign(0)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC35A5SNVMissense_Mutationc.457T>Cp.Ser153Prop.S153PQ9BS91protein_codingdeleterious(0.01)probably_damaging(0.981)TCGA-AY-A8YK-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuCR
SLC35A5SNVMissense_Mutationc.926N>Gp.Leu309Argp.L309RQ9BS91protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AZ-4682-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapycamptosarPD
SLC35A5SNVMissense_Mutationc.1048N>Ap.Val350Ilep.V350IQ9BS91protein_codingtolerated(0.28)benign(0.007)TCGA-G4-6303-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fuPD
SLC35A5SNVMissense_Mutationnovelc.126T>Gp.Asn42Lysp.N42KQ9BS91protein_codingtolerated(0.32)probably_damaging(0.999)TCGA-AG-3878-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC35A5SNVMissense_Mutationc.665N>Tp.Arg222Ilep.R222IQ9BS91protein_codingtolerated(0.15)benign(0.023)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<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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