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: A1BG

Gene summary for A1BG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

A1BG

Gene ID

1

Gene namealpha-1-B glycoprotein
Gene AliasA1B
Cytomap19q13.43
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

P04217


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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
1A1BGLZE4THumanEsophagusESCC3.08e-236.00e-010.0811
1A1BGLZE5THumanEsophagusESCC1.57e-033.08e-010.0514
1A1BGLZE7THumanEsophagusESCC1.62e-042.13e-010.0667
1A1BGLZE24THumanEsophagusESCC6.29e-041.71e-010.0596
1A1BGP2T-EHumanEsophagusESCC6.56e-152.72e-010.1177
1A1BGP4T-EHumanEsophagusESCC1.78e-102.98e-010.1323
1A1BGP8T-EHumanEsophagusESCC4.31e-061.44e-010.0889
1A1BGP9T-EHumanEsophagusESCC4.01e-041.56e-010.1131
1A1BGP10T-EHumanEsophagusESCC2.27e-901.24e+000.116
1A1BGP11T-EHumanEsophagusESCC7.73e-165.15e-010.1426
1A1BGP12T-EHumanEsophagusESCC6.31e-487.81e-010.1122
1A1BGP16T-EHumanEsophagusESCC1.23e-203.24e-010.1153
1A1BGP17T-EHumanEsophagusESCC1.45e-124.56e-010.1278
1A1BGP19T-EHumanEsophagusESCC5.57e-053.45e-010.1662
1A1BGP20T-EHumanEsophagusESCC4.04e-163.63e-010.1124
1A1BGP21T-EHumanEsophagusESCC4.17e-051.06e-010.1617
1A1BGP22T-EHumanEsophagusESCC2.08e-405.96e-010.1236
1A1BGP24T-EHumanEsophagusESCC1.78e-031.02e-010.1287
1A1BGP26T-EHumanEsophagusESCC3.02e-264.37e-010.1276
1A1BGP27T-EHumanEsophagusESCC1.25e-264.30e-010.1055
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
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
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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
A1BGSNVMissense_Mutationnovelc.327N>Tp.Glu109Aspp.E109DP04217protein_codingtolerated(0.06)probably_damaging(0.999)TCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
A1BGSNVMissense_Mutationrs151098196c.268C>Tp.Arg90Cysp.R90CP04217protein_codingdeleterious(0)probably_damaging(0.924)TCGA-E9-A1NH-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
A1BGinsertionIn_Frame_Insnovelc.423_424insACCGGCTGCATGACAp.Gly141_Val142insThrGlyCysMetThrp.G141_V142insTGCMTP04217protein_codingTCGA-BH-A0BM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
A1BGSNVMissense_Mutationrs533605370c.281G>Ap.Arg94Hisp.R94HP04217protein_codingdeleterious(0.03)possibly_damaging(0.793)TCGA-BI-A0VS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
A1BGSNVMissense_Mutationc.1354N>Ap.Ala452Thrp.A452TP04217protein_codingtolerated(0.15)benign(0.028)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
A1BGSNVMissense_Mutationrs375725715c.365N>Tp.Ser122Leup.S122LP04217protein_codingdeleterious(0.03)benign(0.267)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
A1BGSNVMissense_Mutationrs540868706c.571N>Ap.Ala191Thrp.A191TP04217protein_codingtolerated(0.64)benign(0.011)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
A1BGSNVMissense_Mutationrs770480372c.781C>Tp.Arg261Cysp.R261CP04217protein_codingdeleterious(0.01)probably_damaging(0.982)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
A1BGSNVMissense_Mutationc.545N>Ap.Cys182Tyrp.C182YP04217protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
A1BGSNVMissense_Mutationrs540868706c.571N>Ap.Ala191Thrp.A191TP04217protein_codingtolerated(0.64)benign(0.011)TCGA-D5-6531-01Colorectumcolon adenocarcinomaMale>=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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