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: SLC8A1

Gene summary for SLC8A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC8A1

Gene ID

6546

Gene namesolute carrier family 8 member A1
Gene AliasNCX1
Cytomap2p22.1
Gene Typeprotein-coding
GO ID

GO:0000302

UniProtAcc

P32418


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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
6546SLC8A1HTA12-15-2HumanPancreasPDAC2.08e-138.43e-010.2315
6546SLC8A1HTA12-23-1HumanPancreasPDAC1.74e-141.13e+000.3405
6546SLC8A1HTA12-25-1HumanPancreasPDAC3.64e-055.43e-010.313
6546SLC8A1HTA12-26-1HumanPancreasPDAC2.45e-251.19e+000.3728
6546SLC8A1HTA12-29-1HumanPancreasPDAC1.30e-631.36e+000.3722
6546SLC8A1HTA12-30-1HumanPancreasPDAC3.91e-061.25e+000.3671
6546SLC8A1HTA12-32-1HumanPancreasPDAC1.46e-037.79e-010.3624
6546SLC8A1HTA12-9-2HumanPancreasPDAC2.67e-043.31e-010.0835
6546SLC8A1ATC11HumanThyroidATC5.35e-044.03e-010.3386
6546SLC8A1ATC12HumanThyroidATC2.74e-061.66e-010.34
6546SLC8A1ATC13HumanThyroidATC2.71e-092.08e-010.34
6546SLC8A1ATC2HumanThyroidATC2.49e-065.69e-010.34
6546SLC8A1ATC3HumanThyroidATC4.97e-105.41e-010.338
6546SLC8A1ATC4HumanThyroidATC1.33e-072.03e-010.34
6546SLC8A1ATC5HumanThyroidATC5.88e-092.25e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:000697934ThyroidATCresponse to oxidative stress246/6293446/187232.98e-216.09e-19246
GO:007048228ThyroidATCresponse to oxygen levels193/6293347/187231.83e-171.93e-15193
GO:001056334ThyroidATCnegative regulation of phosphorus metabolic process234/6293442/187232.30e-172.31e-15234
GO:004593634ThyroidATCnegative regulation of phosphate metabolic process233/6293441/187233.68e-173.47e-15233
GO:000193333ThyroidATCnegative regulation of protein phosphorylation186/6293342/187231.43e-151.08e-13186
GO:003629328ThyroidATCresponse to decreased oxygen levels177/6293322/187231.81e-151.32e-13177
GO:004232634ThyroidATCnegative regulation of phosphorylation203/6293385/187235.30e-153.53e-13203
GO:000166628ThyroidATCresponse to hypoxia169/6293307/187236.58e-154.12e-13169
GO:000030234ThyroidATCresponse to reactive oxygen species128/6293222/187231.38e-137.00e-12128
GO:004254233ThyroidATCresponse to hydrogen peroxide92/6293146/187233.12e-131.46e-1192
GO:000150332ThyroidATCossification206/6293408/187239.23e-133.95e-11206
GO:005134834ThyroidATCnegative regulation of transferase activity144/6293268/187237.63e-122.91e-10144
GO:000166731ThyroidATCameboidal-type cell migration228/6293475/187233.72e-111.22e-09228
GO:007190025ThyroidATCregulation of protein serine/threonine kinase activity176/6293359/187238.35e-102.17e-08176
GO:000646925ThyroidATCnegative regulation of protein kinase activity114/6293212/187231.06e-092.69e-08114
GO:003367325ThyroidATCnegative regulation of kinase activity122/6293237/187239.19e-091.94e-07122
GO:007145325ThyroidATCcellular response to oxygen levels94/6293177/187236.62e-081.17e-0694
GO:0031667210ThyroidATCresponse to nutrient levels212/6293474/187232.37e-073.70e-06212
GO:003629425ThyroidATCcellular response to decreased oxygen levels85/6293161/187233.86e-075.65e-0685
GO:005123532ThyroidATCmaintenance of location152/6293327/187237.84e-071.04e-05152
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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
SLC8A1SNVMissense_Mutationrs760569632c.2287G>Ap.Asp763Asnp.D763NP32418protein_codingtolerated(0.1)benign(0.177)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
SLC8A1SNVMissense_Mutationc.1936N>Ap.Gly646Serp.G646SP32418protein_codingtolerated(0.53)benign(0.031)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC8A1SNVMissense_Mutationc.1936N>Cp.Gly646Argp.G646RP32418protein_codingtolerated(0.34)benign(0.062)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SLC8A1SNVMissense_Mutationnovelc.292N>Tp.Arg98Trpp.R98WP32418protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC8A1SNVMissense_Mutationc.1437C>Gp.Ile479Metp.I479MP32418protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC8A1SNVMissense_Mutationc.1671N>Tp.Glu557Aspp.E557DP32418protein_codingtolerated(0.2)benign(0.039)TCGA-AR-A251-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
SLC8A1SNVMissense_Mutationc.128N>Ap.Gly43Glup.G43EP32418protein_codingtolerated(0.26)benign(0.346)TCGA-B6-A40C-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapycyclophosphamideSD
SLC8A1SNVMissense_Mutationc.1818A>Gp.Ile606Metp.I606MP32418protein_codingdeleterious(0)probably_damaging(0.917)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC8A1SNVMissense_Mutationnovelc.1111N>Tp.Leu371Phep.L371FP32418protein_codingdeleterious(0.04)possibly_damaging(0.628)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC8A1SNVMissense_Mutationc.1352N>Ap.Ala451Glup.A451EP32418protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1X5-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
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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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