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: SLC35B1

Gene summary for SLC35B1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC35B1

Gene ID

10237

Gene namesolute carrier family 35 member B1
Gene AliasAXER
Cytomap17q21.33
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

D3DTX1


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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
10237SLC35B1HTA11_2487_2000001011HumanColorectumSER8.95e-083.96e-01-0.1808
10237SLC35B1HTA11_347_2000001011HumanColorectumAD1.22e-133.42e-01-0.1954
10237SLC35B1HTA11_696_2000001011HumanColorectumAD6.56e-073.12e-01-0.1464
10237SLC35B1HTA11_1391_2000001011HumanColorectumAD4.05e-114.51e-01-0.059
10237SLC35B1HTA11_5212_2000001011HumanColorectumAD2.67e-021.85e-01-0.2061
10237SLC35B1HTA11_866_3004761011HumanColorectumAD2.73e-063.12e-010.096
10237SLC35B1HTA11_4255_2000001011HumanColorectumSER2.50e-022.35e-010.0446
10237SLC35B1HTA11_7663_2000001011HumanColorectumSER1.67e-034.26e-010.0131
10237SLC35B1HTA11_7696_3000711011HumanColorectumAD1.79e-052.02e-010.0674
10237SLC35B1HTA11_7469_2000001011HumanColorectumAD2.90e-085.64e-01-0.0124
10237SLC35B1HTA11_99999970781_79442HumanColorectumMSS4.95e-143.99e-010.294
10237SLC35B1HTA11_99999965062_69753HumanColorectumMSI-H2.32e-058.53e-010.3487
10237SLC35B1HTA11_99999965104_69814HumanColorectumMSS3.05e-072.66e-010.281
10237SLC35B1HTA11_99999971662_82457HumanColorectumMSS1.50e-246.24e-010.3859
10237SLC35B1HTA11_99999973899_84307HumanColorectumMSS2.87e-033.38e-010.2585
10237SLC35B1HTA11_99999974143_84620HumanColorectumMSS3.62e-072.95e-010.3005
10237SLC35B1LZE4THumanEsophagusESCC4.44e-062.57e-010.0811
10237SLC35B1LZE7THumanEsophagusESCC9.32e-106.78e-010.0667
10237SLC35B1LZE8THumanEsophagusESCC1.65e-071.75e-010.067
10237SLC35B1LZE20THumanEsophagusESCC1.41e-031.08e-010.0662
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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:0015931ColorectumADnucleobase-containing compound transport73/3918222/187232.02e-054.10e-0473
GO:00159311ColorectumSERnucleobase-containing compound transport54/2897222/187233.65e-045.67e-0354
GO:00159312ColorectumMSSnucleobase-containing compound transport70/3467222/187231.92e-066.01e-0570
GO:00159313ColorectumMSI-Hnucleobase-containing compound transport30/1319222/187234.45e-049.50e-0330
GO:001593117EsophagusESCCnucleobase-containing compound transport162/8552222/187239.87e-177.93e-15162
GO:00159316LiverCirrhoticnucleobase-containing compound transport87/4634222/187231.25e-062.52e-0587
GO:001593111LiverHCCnucleobase-containing compound transport150/7958222/187233.17e-142.03e-12150
GO:1901264LiverHCCcarbohydrate derivative transport48/795880/187231.19e-036.62e-0348
GO:0008643LiverHCCcarbohydrate transport80/7958152/187237.34e-032.92e-0280
GO:001593114Oral cavityOSCCnucleobase-containing compound transport150/7305222/187234.86e-185.04e-16150
GO:19012642Oral cavityOSCCcarbohydrate derivative transport44/730580/187232.67e-031.16e-0244
GO:001593115Oral cavityLPnucleobase-containing compound transport95/4623222/187232.23e-099.98e-0895
GO:19012641Oral cavityLPcarbohydrate derivative transport31/462380/187233.69e-032.44e-0231
GO:001593119SkincSCCnucleobase-containing compound transport105/4864222/187235.49e-122.89e-10105
GO:0015931110ThyroidPTCnucleobase-containing compound transport120/5968222/187235.45e-122.35e-10120
GO:001593122ThyroidATCnucleobase-containing compound transport122/6293222/187234.30e-111.41e-09122
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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
SLC35B1SNVMissense_Mutationc.934N>Gp.Thr312Alap.T312AP78383protein_codingdeleterious(0)possibly_damaging(0.773)TCGA-BH-A0BJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SLC35B1SNVMissense_Mutationrs144458039c.358C>Tp.Arg120Trpp.R120WP78383protein_codingdeleterious(0.01)possibly_damaging(0.54)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
SLC35B1insertionNonsense_Mutationnovelc.640_641insACACTGGGGTTAATGGTGGAGGCTGCTGATGGCTGAAGGTGp.Leu214HisfsTer10p.L214Hfs*10P78383protein_codingTCGA-AN-A049-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC35B1insertionFrame_Shift_Insnovelc.365_366insTGTCAAGGGAGGTTGTGGTGCTCCTTGTCCCCATATCTp.Trp122CysfsTer58p.W122Cfs*58P78383protein_codingTCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
SLC35B1SNVMissense_Mutationnovelc.576N>Ap.Met192Ilep.M192IP78383protein_codingtolerated(0.07)benign(0.036)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
SLC35B1SNVMissense_Mutationc.49C>Tp.Pro17Serp.P17SP78383protein_codingdeleterious_low_confidence(0.04)possibly_damaging(0.81)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC35B1SNVMissense_Mutationc.905N>Ap.Gly302Aspp.G302DP78383protein_codingdeleterious(0)probably_damaging(0.954)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
SLC35B1SNVMissense_Mutationc.1076A>Tp.His359Leup.H359LP78383protein_codingdeleterious(0)benign(0.373)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SLC35B1SNVMissense_Mutationc.949N>Cp.Thr317Prop.T317PP78383protein_codingdeleterious(0)possibly_damaging(0.527)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC35B1SNVMissense_Mutationnovelc.215N>Gp.Ile72Argp.I72RP78383protein_codingdeleterious(0)possibly_damaging(0.897)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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