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: IGHMBP2

Gene summary for IGHMBP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IGHMBP2

Gene ID

3508

Gene nameimmunoglobulin mu DNA binding protein 2
Gene AliasCATF1
Cytomap11q13.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P38935


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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
3508IGHMBP2LZE4THumanEsophagusESCC4.99e-204.82e-010.0811
3508IGHMBP2LZE8THumanEsophagusESCC3.86e-318.91e-010.067
3508IGHMBP2LZE20THumanEsophagusESCC3.65e-154.75e-010.0662
3508IGHMBP2LZE22D1HumanEsophagusHGIN4.79e-021.95e-010.0595
3508IGHMBP2LZE22THumanEsophagusESCC1.39e-043.91e-010.068
3508IGHMBP2LZE24THumanEsophagusESCC3.56e-061.67e-010.0596
3508IGHMBP2P1T-EHumanEsophagusESCC1.12e-229.87e-010.0875
3508IGHMBP2P2T-EHumanEsophagusESCC1.04e-132.36e-010.1177
3508IGHMBP2P4T-EHumanEsophagusESCC9.81e-102.55e-010.1323
3508IGHMBP2P5T-EHumanEsophagusESCC5.62e-081.82e-010.1327
3508IGHMBP2P8T-EHumanEsophagusESCC2.97e-071.38e-010.0889
3508IGHMBP2P10T-EHumanEsophagusESCC2.10e-111.37e-010.116
3508IGHMBP2P11T-EHumanEsophagusESCC1.18e-021.83e-010.1426
3508IGHMBP2P12T-EHumanEsophagusESCC1.84e-101.84e-010.1122
3508IGHMBP2P15T-EHumanEsophagusESCC2.09e-143.52e-010.1149
3508IGHMBP2P16T-EHumanEsophagusESCC1.12e-172.60e-010.1153
3508IGHMBP2P17T-EHumanEsophagusESCC5.59e-124.05e-010.1278
3508IGHMBP2P19T-EHumanEsophagusESCC4.38e-044.10e-010.1662
3508IGHMBP2P20T-EHumanEsophagusESCC1.29e-133.17e-010.1124
3508IGHMBP2P21T-EHumanEsophagusESCC2.06e-081.68e-010.1617
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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
∗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:00323926EsophagusHGINDNA geometric change25/258790/187233.77e-045.85e-0325
GO:00325084EsophagusHGINDNA duplex unwinding22/258784/187231.91e-032.03e-0222
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:003239214EsophagusESCCDNA geometric change62/855290/187237.02e-067.04e-0562
GO:003250813EsophagusESCCDNA duplex unwinding58/855284/187231.23e-051.14e-0458
GO:00063101EsophagusESCCDNA recombination168/8552305/187235.58e-043.05e-03168
GO:00062603Oral cavityOSCCDNA replication159/7305260/187233.25e-131.59e-11159
GO:00323925Oral cavityOSCCDNA geometric change59/730590/187233.03e-074.63e-0659
GO:00325083Oral cavityOSCCDNA duplex unwinding55/730584/187238.05e-071.12e-0555
GO:0006310Oral cavityOSCCDNA recombination147/7305305/187236.33e-043.56e-03147
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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
IGHMBP2SNVMissense_Mutationnovelc.1441N>Cp.Thr481Prop.T481PP38935protein_codingdeleterious(0)possibly_damaging(0.516)TCGA-A2-A0CS-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
IGHMBP2SNVMissense_Mutationrs751725316c.1439C>Gp.Ala480Glyp.A480GP38935protein_codingtolerated(0.16)benign(0.158)TCGA-A2-A0YE-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificTaxotereSD
IGHMBP2SNVMissense_Mutationrs751725316c.1439C>Gp.Ala480Glyp.A480GP38935protein_codingtolerated(0.16)benign(0.158)TCGA-A2-A1FW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
IGHMBP2SNVMissense_Mutationrs763336691c.2812N>Ap.Ala938Thrp.A938TP38935protein_codingdeleterious(0.04)possibly_damaging(0.59)TCGA-A7-A13G-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexPD
IGHMBP2SNVMissense_Mutationnovelc.2179N>Ap.Asp727Asnp.D727NP38935protein_codingtolerated(0.3)benign(0.001)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IGHMBP2SNVMissense_Mutationrs373012350c.608N>Tp.Ala203Valp.A203VP38935protein_codingdeleterious(0)probably_damaging(0.966)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
IGHMBP2SNVMissense_Mutationrs751725316c.1439N>Gp.Ala480Glyp.A480GP38935protein_codingtolerated(0.16)benign(0.158)TCGA-BH-A0C3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinPD
IGHMBP2SNVMissense_Mutationrs751725316c.1439C>Gp.Ala480Glyp.A480GP38935protein_codingtolerated(0.16)benign(0.158)TCGA-BH-A0HL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
IGHMBP2SNVMissense_Mutationrs751725316c.1439C>Gp.Ala480Glyp.A480GP38935protein_codingtolerated(0.16)benign(0.158)TCGA-BH-A0HU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
IGHMBP2SNVMissense_Mutationrs751725316c.1439C>Gp.Ala480Glyp.A480GP38935protein_codingtolerated(0.16)benign(0.158)TCGA-E2-A14V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
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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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