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: SLC35F6

Gene summary for SLC35F6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC35F6

Gene ID

54978

Gene namesolute carrier family 35 member F6
Gene AliasANT2BP
Cytomap2p23.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q8N357


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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
54978SLC35F6LZE4THumanEsophagusESCC8.74e-051.49e-010.0811
54978SLC35F6LZE8THumanEsophagusESCC1.38e-021.09e-010.067
54978SLC35F6LZE20THumanEsophagusESCC1.29e-028.41e-020.0662
54978SLC35F6LZE22THumanEsophagusESCC8.40e-063.39e-010.068
54978SLC35F6LZE24THumanEsophagusESCC1.17e-071.95e-010.0596
54978SLC35F6P2T-EHumanEsophagusESCC1.53e-163.15e-010.1177
54978SLC35F6P4T-EHumanEsophagusESCC3.73e-122.49e-010.1323
54978SLC35F6P5T-EHumanEsophagusESCC1.09e-142.43e-010.1327
54978SLC35F6P8T-EHumanEsophagusESCC1.19e-102.04e-010.0889
54978SLC35F6P9T-EHumanEsophagusESCC2.81e-071.98e-010.1131
54978SLC35F6P10T-EHumanEsophagusESCC7.21e-131.33e-010.116
54978SLC35F6P11T-EHumanEsophagusESCC5.45e-093.78e-010.1426
54978SLC35F6P12T-EHumanEsophagusESCC2.35e-111.68e-010.1122
54978SLC35F6P15T-EHumanEsophagusESCC3.00e-132.71e-010.1149
54978SLC35F6P16T-EHumanEsophagusESCC4.89e-051.34e-010.1153
54978SLC35F6P17T-EHumanEsophagusESCC4.89e-082.61e-010.1278
54978SLC35F6P19T-EHumanEsophagusESCC8.50e-044.39e-010.1662
54978SLC35F6P20T-EHumanEsophagusESCC3.95e-112.44e-010.1124
54978SLC35F6P21T-EHumanEsophagusESCC2.38e-224.93e-010.1617
54978SLC35F6P22T-EHumanEsophagusESCC6.18e-274.51e-010.1236
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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
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:2001233111EsophagusESCCregulation of apoptotic signaling pathway256/8552356/187234.11e-241.04e-21256
GO:0006839110EsophagusESCCmitochondrial transport187/8552254/187238.35e-209.81e-18187
GO:2001234111EsophagusESCCnegative regulation of apoptotic signaling pathway161/8552224/187231.24e-158.09e-14161
GO:000700619EsophagusESCCmitochondrial membrane organization93/8552116/187232.16e-141.11e-1293
GO:0010821110EsophagusESCCregulation of mitochondrion organization107/8552144/187232.31e-129.41e-11107
GO:0008637110EsophagusESCCapoptotic mitochondrial changes83/8552107/187231.43e-115.08e-1083
GO:0010639110EsophagusESCCnegative regulation of organelle organization215/8552348/187238.20e-102.01e-08215
GO:004690217EsophagusESCCregulation of mitochondrial membrane permeability49/855263/187231.91e-072.97e-0649
GO:00905599EsophagusESCCregulation of membrane permeability58/855278/187232.38e-073.61e-0658
GO:00357948EsophagusESCCpositive regulation of mitochondrial membrane permeability36/855243/187232.90e-074.20e-0636
GO:009734510EsophagusESCCmitochondrial outer membrane permeabilization28/855232/187231.02e-061.29e-0528
GO:190268614EsophagusESCCmitochondrial outer membrane permeabilization involved in programmed cell death33/855240/187231.80e-062.11e-0533
GO:19021108EsophagusESCCpositive regulation of mitochondrial membrane permeability involved in apoptotic process31/855238/187235.93e-066.10e-0531
GO:19057108EsophagusESCCpositive regulation of membrane permeability37/855248/187238.99e-068.65e-0537
GO:19010289EsophagusESCCregulation of mitochondrial outer membrane permeabilization involved in apoptotic signaling pathway19/855221/187232.28e-051.96e-0419
GO:19021086EsophagusESCCregulation of mitochondrial membrane permeability involved in apoptotic process34/855245/187234.37e-053.49e-0434
GO:001082315EsophagusESCCnegative regulation of mitochondrion organization36/855249/187237.24e-055.45e-0436
GO:200123312LiverCirrhoticregulation of apoptotic signaling pathway163/4634356/187232.62e-184.43e-16163
GO:20012347LiverCirrhoticnegative regulation of apoptotic signaling pathway102/4634224/187238.40e-125.60e-10102
GO:00068397LiverCirrhoticmitochondrial transport112/4634254/187231.03e-116.66e-10112
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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
SLC35F6insertionFrame_Shift_Insnovelc.336_337insCACCTCAGCCTCCCAAp.Ser113HisfsTer55p.S113Hfs*55Q8N357protein_codingTCGA-A2-A0T2-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyxelodaPD
SLC35F6SNVMissense_Mutationrs764960262c.412C>Tp.Arg138Trpp.R138WQ8N357protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-3667-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC35F6SNVMissense_Mutationrs762124888c.895C>Tp.Arg299Cysp.R299CQ8N357protein_codingdeleterious(0)probably_damaging(1)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC35F6SNVMissense_Mutationnovelc.638G>Ap.Gly213Aspp.G213DQ8N357protein_codingdeleterious(0)probably_damaging(0.959)TCGA-AY-4070-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fuPD
SLC35F6SNVMissense_Mutationrs760556570c.284N>Tp.Ala95Valp.A95VQ8N357protein_codingdeleterious(0)probably_damaging(0.966)TCGA-DC-4745-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
SLC35F6SNVMissense_Mutationnovelc.308N>Ap.Ser103Asnp.S103NQ8N357protein_codingdeleterious(0)probably_damaging(0.987)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SLC35F6SNVMissense_Mutationrs201991218c.568G>Ap.Val190Ilep.V190IQ8N357protein_codingtolerated(0.18)benign(0.006)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SLC35F6SNVMissense_Mutationnovelc.506N>Tp.Ser169Ilep.S169IQ8N357protein_codingtolerated(0.06)benign(0.069)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
SLC35F6SNVMissense_Mutationc.9G>Tp.Trp3Cysp.W3CQ8N357protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SLC35F6SNVMissense_Mutationnovelc.273C>Ap.Phe91Leup.F91LQ8N357protein_codingtolerated(0.37)benign(0.036)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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