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: CD83

Gene summary for CD83

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CD83

Gene ID

9308

Gene nameCD83 molecule
Gene AliasBL11
Cytomap6p23
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q01151


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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
9308CD83AEH-subject1HumanEndometriumAEH6.38e-144.13e-01-0.3059
9308CD83AEH-subject4HumanEndometriumAEH2.29e-023.38e-01-0.2657
9308CD83EEC-subject1HumanEndometriumEEC1.09e-154.84e-01-0.2682
9308CD83EEC-subject4HumanEndometriumEEC6.60e-094.44e-01-0.2571
9308CD83GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.24e-03-1.61e-01-0.1869
9308CD83GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.72e-04-1.95e-01-0.1875
9308CD83GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC2.08e-03-1.64e-01-0.1883
9308CD83GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC4.11e-05-1.51e-01-0.1916
9308CD83LZE7THumanEsophagusESCC7.02e-046.57e-010.0667
9308CD83LZE8THumanEsophagusESCC1.09e-05-1.42e-020.067
9308CD83LZE24THumanEsophagusESCC9.61e-041.78e-010.0596
9308CD83P2T-EHumanEsophagusESCC2.73e-391.16e+000.1177
9308CD83P4T-EHumanEsophagusESCC1.24e-065.62e-010.1323
9308CD83P9T-EHumanEsophagusESCC3.68e-061.42e-020.1131
9308CD83P11T-EHumanEsophagusESCC8.25e-142.00e+000.1426
9308CD83P16T-EHumanEsophagusESCC3.15e-133.68e-010.1153
9308CD83P21T-EHumanEsophagusESCC2.41e-085.69e-010.1617
9308CD83P23T-EHumanEsophagusESCC5.44e-121.67e+000.108
9308CD83P26T-EHumanEsophagusESCC1.29e-083.14e-010.1276
9308CD83P30T-EHumanEsophagusESCC2.16e-061.61e-010.137
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:004578516EndometriumAEHpositive regulation of cell adhesion96/2100437/187235.50e-117.18e-0996
GO:002240714EndometriumAEHregulation of cell-cell adhesion79/2100448/187232.90e-055.40e-0479
GO:002240910EndometriumAEHpositive regulation of cell-cell adhesion54/2100284/187236.94e-051.07e-0354
GO:19030398EndometriumAEHpositive regulation of leukocyte cell-cell adhesion46/2100239/187231.72e-042.24e-0346
GO:00421109EndometriumAEHT cell activation81/2100487/187231.78e-042.30e-0381
GO:190370614EndometriumAEHregulation of hemopoiesis63/2100367/187233.81e-044.10e-0363
GO:00508709EndometriumAEHpositive regulation of T cell activation41/2100216/187235.08e-045.18e-0341
GO:00071599EndometriumAEHleukocyte cell-cell adhesion63/2100371/187235.11e-045.21e-0363
GO:00508639EndometriumAEHregulation of T cell activation57/2100329/187235.58e-045.59e-0357
GO:19030379EndometriumAEHregulation of leukocyte cell-cell adhesion57/2100336/187239.42e-048.57e-0357
GO:00018198EndometriumAEHpositive regulation of cytokine production71/2100467/187234.76e-033.02e-0271
GO:004578517EndometriumEECpositive regulation of cell adhesion98/2168437/187236.15e-118.38e-0998
GO:002240715EndometriumEECregulation of cell-cell adhesion84/2168448/187234.98e-061.24e-0484
GO:002240914EndometriumEECpositive regulation of cell-cell adhesion56/2168284/187234.36e-057.15e-0456
GO:004211014EndometriumEECT cell activation85/2168487/187236.81e-051.01e-0385
GO:190370615EndometriumEECregulation of hemopoiesis67/2168367/187231.01e-041.40e-0367
GO:000715914EndometriumEECleukocyte cell-cell adhesion67/2168371/187231.41e-041.82e-0367
GO:190303913EndometriumEECpositive regulation of leukocyte cell-cell adhesion47/2168239/187231.84e-042.26e-0347
GO:005086313EndometriumEECregulation of T cell activation60/2168329/187232.33e-042.75e-0360
GO:190303713EndometriumEECregulation of leukocyte cell-cell adhesion60/2168336/187234.13e-044.36e-0360
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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
CD83SNVMissense_Mutationc.101C>Tp.Pro34Leup.P34LQ01151protein_codingdeleterious(0)possibly_damaging(0.874)TCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CD83SNVMissense_Mutationc.251C>Tp.Ala84Valp.A84VQ01151protein_codingtolerated(0.52)benign(0.022)TCGA-C8-A12Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
CD83SNVMissense_Mutationc.425N>Ap.Arg142Lysp.R142KQ01151protein_codingtolerated(0.57)benign(0.007)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
CD83SNVMissense_Mutationnovelc.538A>Cp.Met180Leup.M180LQ01151protein_codingtolerated(0.25)benign(0)TCGA-AA-A029-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CD83SNVMissense_Mutationc.405A>Tp.Glu135Aspp.E135DQ01151protein_codingtolerated(0.45)benign(0.012)TCGA-DY-A1DG-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
CD83deletionFrame_Shift_Delc.549delNp.Leu185SerfsTer10p.L185Sfs*10Q01151protein_codingTCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CD83insertionFrame_Shift_Insnovelc.594_595insGp.Pro199AlafsTer18p.P199Afs*18Q01151protein_codingTCGA-AA-A02J-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
CD83SNVMissense_Mutationc.213N>Tp.Gln71Hisp.Q71HQ01151protein_codingtolerated(0.06)benign(0.009)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
CD83SNVMissense_Mutationnovelc.473N>Cp.Leu158Prop.L158PQ01151protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AX-A3FT-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CD83SNVMissense_Mutationrs542953972c.500G>Ap.Arg167Glnp.R167QQ01151protein_codingtolerated(0.08)benign(0.022)TCGA-BG-A0MS-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
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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
9308CD83DRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANESULFASALAZINESULFASALAZINE11471196
9308CD83DRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANECD40L11093145
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