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: SLC27A6

Gene summary for SLC27A6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC27A6

Gene ID

28965

Gene namesolute carrier family 27 member 6
Gene AliasACSVL2
Cytomap5q23.3
Gene Typeprotein-coding
GO ID

GO:0000038

UniProtAcc

Q9Y2P4


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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
28965SLC27A6HTA11_99999970781_79442HumanColorectumMSS3.61e-02-1.26e-010.294
28965SLC27A6A015-C-203HumanColorectumFAP4.63e-481.26e+00-0.1294
28965SLC27A6A015-C-204HumanColorectumFAP3.53e-218.66e-01-0.0228
28965SLC27A6A014-C-040HumanColorectumFAP3.09e-131.06e+00-0.1184
28965SLC27A6A002-C-201HumanColorectumFAP6.69e-319.98e-010.0324
28965SLC27A6A002-C-203HumanColorectumFAP1.96e-023.42e-010.2786
28965SLC27A6A001-C-119HumanColorectumFAP1.87e-096.71e-01-0.1557
28965SLC27A6A002-C-205HumanColorectumFAP4.14e-023.35e-01-0.1236
28965SLC27A6A014-C-108HumanColorectumFAP2.43e-054.52e-01-0.124
28965SLC27A6A001-C-104HumanColorectumFAP1.36e-054.26e-010.0184
28965SLC27A6A015-C-006HumanColorectumFAP6.99e-065.30e-01-0.0994
28965SLC27A6A002-C-116HumanColorectumFAP6.50e-311.01e+00-0.0452
28965SLC27A6CRC-1-8810HumanColorectumCRC1.20e-094.90e-010.6257
28965SLC27A6CRC-3-11773HumanColorectumCRC4.70e-491.24e+000.2564
28965SLC27A6male-WTAHumanThyroidPTC9.64e-455.35e-010.1037
28965SLC27A6PTC01HumanThyroidPTC1.46e-184.57e-010.1899
28965SLC27A6PTC04HumanThyroidPTC1.68e-102.03e-010.1927
28965SLC27A6PTC05HumanThyroidPTC8.06e-157.82e-010.2065
28965SLC27A6PTC06HumanThyroidPTC7.25e-329.12e-010.2057
28965SLC27A6PTC07HumanThyroidPTC1.04e-307.61e-010.2044
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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
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:00066312ColorectumMSSfatty acid metabolic process95/3467390/187232.20e-031.84e-0295
GO:00108761ColorectumMSSlipid localization104/3467448/187236.76e-034.38e-02104
GO:00066313ColorectumFAPfatty acid metabolic process81/2622390/187231.43e-042.24e-0381
GO:00068691ColorectumFAPlipid transport81/2622398/187232.84e-043.76e-0381
GO:00108762ColorectumFAPlipid localization85/2622448/187231.92e-031.63e-0285
GO:0015908ColorectumFAPfatty acid transport21/262286/187236.79e-034.17e-0221
GO:00066314ColorectumCRCfatty acid metabolic process65/2078390/187235.30e-047.42e-0365
GO:00068692ColorectumCRClipid transport63/2078398/187232.36e-032.26e-0263
GO:00108763ColorectumCRClipid localization68/2078448/187234.60e-033.58e-0268
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04931ColorectumMSSInsulin resistance36/1875108/84654.74e-032.01e-021.23e-0236
hsa049311ColorectumMSSInsulin resistance36/1875108/84654.74e-032.01e-021.23e-0236
hsa049312ColorectumFAPInsulin resistance32/1404108/84654.90e-043.56e-032.16e-0332
hsa049313ColorectumFAPInsulin resistance32/1404108/84654.90e-043.56e-032.16e-0332
hsa049314ColorectumCRCInsulin resistance28/1091108/84651.78e-042.37e-031.61e-0328
hsa049315ColorectumCRCInsulin resistance28/1091108/84651.78e-042.37e-031.61e-0328
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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
SLC27A6SNVMissense_Mutationc.151N>Ap.Gly51Argp.G51RQ9Y2P4protein_codingtolerated(0.81)benign(0.007)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SLC27A6SNVMissense_Mutationrs778742697c.1582A>Cp.Ile528Leup.I528LQ9Y2P4protein_codingtolerated(0.28)benign(0.011)TCGA-E2-A1LL-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydocetaxelPD
SLC27A6SNVMissense_Mutationc.391G>Ap.Val131Metp.V131MQ9Y2P4protein_codingtolerated(0.08)possibly_damaging(0.879)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC27A6SNVMissense_Mutationc.1573A>Gp.Met525Valp.M525VQ9Y2P4protein_codingdeleterious(0)probably_damaging(0.967)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC27A6SNVMissense_Mutationrs760437774c.1544C>Tp.Ala515Valp.A515VQ9Y2P4protein_codingtolerated(0.09)benign(0.003)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC27A6SNVMissense_Mutationc.1685A>Gp.Glu562Glyp.E562GQ9Y2P4protein_codingdeleterious(0.03)benign(0.014)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC27A6SNVMissense_Mutationnovelc.312N>Tp.Lys104Asnp.K104NQ9Y2P4protein_codingdeleterious(0.04)benign(0.288)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SLC27A6SNVMissense_Mutationrs201193988c.1093N>Ap.Glu365Lysp.E365KQ9Y2P4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC27A6SNVMissense_Mutationc.1408N>Ap.Gln470Lysp.Q470KQ9Y2P4protein_codingtolerated(0.27)benign(0.012)TCGA-AA-3660-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC27A6SNVMissense_Mutationnovelc.655N>Cp.Cys219Argp.C219RQ9Y2P4protein_codingdeleterious(0.04)benign(0.222)TCGA-AA-3947-01Colorectumcolon 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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