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: IGJ

Gene summary for IGJ

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IGJ

Gene ID

3512

Gene namejoining chain of multimeric IgA and IgM
Gene AliasIGCJ
Cytomap4q13.3
Gene Typeprotein-coding
GO ID

GO:0001894

UniProtAcc

P01591


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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
3512IGJGSM5353216_PA_PB1A_Pool_1_3_S50_L002HumanProstateTumor1.91e-081.40e+000.159
3512IGJGSM5353217_PA_PB1A_Pool_2_S107_L004HumanProstateTumor3.83e-031.05e+000.156
3512IGJGSM5353218_PA_PB1B_Pool_1_2_S74_L003HumanProstateTumor2.30e-202.54e+000.1479
3512IGJGSM5353220_PA_PB1B_Pool_3_S51_L002HumanProstateTumor2.50e-182.26e+000.1531
3512IGJGSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor1.53e-037.84e-010.1633
3512IGJGSM5353225_PA_PR5196-1_Pool_1_2_3_S53_L002HumanProstateTumor3.27e-041.01e+000.1619
3512IGJGSM5353226_PA_PR5196-2_Pool_1_2_3_S54_L002HumanProstateTumor2.91e-041.15e+000.159
3512IGJNAG_1HumanStomachCSG1.27e-073.16e-01-0.3534
3512IGJNAG_2HumanStomachCSG1.43e-901.69e+00-0.3324
3512IGJNAG_3HumanStomachCSG1.88e-176.57e-01-0.2816
3512IGJCAG_1HumanStomachCAG1.24e-672.06e+00-0.3206
3512IGJCAG_2HumanStomachCAG1.01e-921.56e+00-0.2831
3512IGJCAG_3HumanStomachCAG1.01e-072.97e-01-0.2766
3512IGJWIM_2HumanStomachWIM2.97e-309.26e-010.1159
3512IGJSIM_1HumanStomachSIM3.75e-861.46e+000.3573
3512IGJSIM_2HumanStomachSIM6.64e-501.01e+000.3139
3512IGJSIM_4HumanStomachSIM3.26e-591.26e+000.2664
3512IGJPt1_SuperficialHumanStomachGC2.54e-381.21e+000.1036
3512IGJPt2_SuperficialHumanStomachGC1.51e-087.12e-010.2977
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
∗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
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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
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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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