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: SLC39A3

Gene summary for SLC39A3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC39A3

Gene ID

29985

Gene namesolute carrier family 39 member 3
Gene AliasZIP-3
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

Q9BRY0


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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
29985SLC39A3LZE4THumanEsophagusESCC1.10e-062.68e-010.0811
29985SLC39A3LZE5THumanEsophagusESCC3.61e-033.58e-010.0514
29985SLC39A3LZE20THumanEsophagusESCC2.51e-031.66e-010.0662
29985SLC39A3LZE22THumanEsophagusESCC1.84e-054.83e-010.068
29985SLC39A3LZE24THumanEsophagusESCC2.27e-153.90e-010.0596
29985SLC39A3LZE21THumanEsophagusESCC3.85e-033.98e-010.0655
29985SLC39A3P4T-EHumanEsophagusESCC2.63e-061.45e-010.1323
29985SLC39A3P5T-EHumanEsophagusESCC7.24e-051.22e-010.1327
29985SLC39A3P8T-EHumanEsophagusESCC2.06e-081.06e-010.0889
29985SLC39A3P9T-EHumanEsophagusESCC5.41e-082.71e-010.1131
29985SLC39A3P10T-EHumanEsophagusESCC1.84e-132.51e-010.116
29985SLC39A3P11T-EHumanEsophagusESCC3.10e-105.07e-010.1426
29985SLC39A3P12T-EHumanEsophagusESCC1.39e-081.59e-010.1122
29985SLC39A3P15T-EHumanEsophagusESCC3.64e-061.61e-010.1149
29985SLC39A3P16T-EHumanEsophagusESCC6.33e-051.28e-010.1153
29985SLC39A3P17T-EHumanEsophagusESCC2.65e-063.27e-010.1278
29985SLC39A3P19T-EHumanEsophagusESCC7.61e-054.03e-010.1662
29985SLC39A3P20T-EHumanEsophagusESCC1.94e-061.59e-010.1124
29985SLC39A3P21T-EHumanEsophagusESCC3.63e-153.23e-010.1617
29985SLC39A3P22T-EHumanEsophagusESCC3.94e-112.10e-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
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:000170119EsophagusESCCin utero embryonic development243/8552367/187231.00e-156.86e-14243
GO:0048872111EsophagusESCChomeostasis of number of cells163/8552272/187231.40e-061.69e-05163
GO:00485687EsophagusESCCembryonic organ development228/8552427/187237.28e-043.79e-03228
GO:00487367EsophagusESCCappendage development98/8552172/187231.83e-038.37e-0398
GO:00601737EsophagusESCClimb development98/8552172/187231.83e-038.37e-0398
GO:00487052EsophagusESCCskeletal system morphogenesis120/8552220/187234.90e-031.89e-02120
GO:19048881EsophagusESCCcranial skeletal system development41/855268/187231.07e-023.66e-0241
GO:000170116Oral cavityOSCCin utero embryonic development207/7305367/187237.92e-122.95e-10207
GO:004887220Oral cavityOSCChomeostasis of number of cells152/7305272/187231.08e-082.23e-07152
GO:0001776Oral cavityOSCCleukocyte homeostasis48/730587/187231.60e-037.62e-0348
GO:1904888Oral cavityOSCCcranial skeletal system development36/730568/187231.36e-024.50e-0236
GO:000170117Oral cavityLPin utero embryonic development142/4623367/187231.48e-096.75e-08142
GO:0048872110Oral cavityLPhomeostasis of number of cells87/4623272/187233.75e-032.47e-0287
GO:000170124SkincSCCin utero embryonic development150/4864367/187232.47e-101.04e-08150
GO:004887229SkincSCChomeostasis of number of cells104/4864272/187235.34e-067.71e-05104
GO:0001701111ThyroidPTCin utero embryonic development175/5968367/187231.40e-104.73e-09175
GO:0048872113ThyroidPTChomeostasis of number of cells125/5968272/187237.25e-071.14e-05125
GO:000170126ThyroidATCin utero embryonic development183/6293367/187236.62e-112.11e-09183
GO:0048872210ThyroidATChomeostasis of number of cells135/6293272/187232.92e-085.50e-07135
GO:00487053ThyroidATCskeletal system morphogenesis101/6293220/187239.48e-056.93e-04101
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05012211EsophagusESCCParkinson disease201/4205266/84651.56e-188.72e-174.46e-17201
hsa05010210EsophagusESCCAlzheimer disease263/4205384/84651.80e-145.47e-132.80e-13263
hsa05012310EsophagusESCCParkinson disease201/4205266/84651.56e-188.72e-174.46e-17201
hsa0501038EsophagusESCCAlzheimer disease263/4205384/84651.80e-145.47e-132.80e-13263
hsa0501230Oral cavityOSCCParkinson disease188/3704266/84651.82e-191.52e-177.75e-18188
hsa0501028Oral cavityOSCCAlzheimer disease244/3704384/84651.18e-153.60e-141.83e-14244
hsa05012113Oral cavityOSCCParkinson disease188/3704266/84651.82e-191.52e-177.75e-18188
hsa05010112Oral cavityOSCCAlzheimer disease244/3704384/84651.18e-153.60e-141.83e-14244
hsa05012210Oral cavityLPParkinson disease166/2418266/84652.02e-313.36e-292.17e-29166
hsa0501029Oral cavityLPAlzheimer disease197/2418384/84656.66e-223.69e-202.38e-20197
hsa0501238Oral cavityLPParkinson disease166/2418266/84652.02e-313.36e-292.17e-29166
hsa0501037Oral cavityLPAlzheimer disease197/2418384/84656.66e-223.69e-202.38e-20197
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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
SLC39A3SNVMissense_Mutationc.136N>Tp.Leu46Phep.L46FQ9BRY0protein_codingtolerated(0.26)benign(0.053)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SLC39A3SNVMissense_Mutationrs200442678c.913G>Ap.Val305Ilep.V305IQ9BRY0protein_codingtolerated(0.2)benign(0.058)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC39A3SNVMissense_Mutationrs775552929c.370N>Ap.Gly124Argp.G124RQ9BRY0protein_codingdeleterious(0.01)possibly_damaging(0.903)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
SLC39A3SNVMissense_Mutationrs770897898c.434N>Tp.Ala145Valp.A145VQ9BRY0protein_codingtolerated(0.21)benign(0.005)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC39A3SNVMissense_Mutationnovelc.97G>Tp.Asp33Tyrp.D33YQ9BRY0protein_codingdeleterious(0)probably_damaging(0.979)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SLC39A3SNVMissense_Mutationrs35127617c.116N>Ap.Arg39Hisp.R39HQ9BRY0protein_codingdeleterious(0.04)benign(0.044)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SLC39A3SNVMissense_Mutationnovelc.40N>Tp.Gly14Cysp.G14CQ9BRY0protein_codingdeleterious(0)probably_damaging(0.977)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
SLC39A3SNVMissense_Mutationnovelc.386N>Ap.Ser129Asnp.S129NQ9BRY0protein_codingtolerated(0.12)probably_damaging(0.986)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SLC39A3SNVMissense_Mutationrs762866145c.232G>Ap.Gly78Serp.G78SQ9BRY0protein_codingtolerated(0.73)benign(0.01)TCGA-BS-A0TA-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapytaxolPD
SLC39A3SNVMissense_Mutationrs775797366c.184N>Ap.Ala62Thrp.A62TQ9BRY0protein_codingtolerated(0.09)probably_damaging(0.978)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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