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: AMBP

Gene summary for AMBP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AMBP

Gene ID

259

Gene namealpha-1-microglobulin/bikunin precursor
Gene AliasA1M
Cytomap9q32
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P02760


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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
259AMBPNAFLD1HumanLiverNAFLD5.03e-04-4.31e-01-0.04
259AMBPS43HumanLiverCirrhotic1.42e-21-3.41e-01-0.0187
259AMBPHCC1_MengHumanLiverHCC1.40e-154.01e-010.0246
259AMBPHCC2_MengHumanLiverHCC1.16e-68-1.44e+000.0107
259AMBPcirrhotic1HumanLiverCirrhotic6.98e-063.83e-010.0202
259AMBPcirrhotic2HumanLiverCirrhotic1.02e-043.41e-010.0201
259AMBPHCC1HumanLiverHCC8.17e-276.71e+000.5336
259AMBPHCC2HumanLiverHCC1.56e-317.53e+000.5341
259AMBPHCC5HumanLiverHCC5.04e-084.52e+000.4932
259AMBPPt13.aHumanLiverHCC7.52e-193.64e-010.021
259AMBPPt13.bHumanLiverHCC2.64e-311.47e-010.0251
259AMBPPt13.cHumanLiverHCC1.46e-084.87e-010.0076
259AMBPPt14.bHumanLiverHCC2.66e-052.77e-010.018
259AMBPS014HumanLiverHCC3.21e-273.61e+000.2254
259AMBPS015HumanLiverHCC1.62e-324.43e+000.2375
259AMBPS016HumanLiverHCC4.40e-233.79e+000.2243
259AMBPS027HumanLiverHCC8.75e-294.30e+000.2446
259AMBPS028HumanLiverHCC8.67e-394.26e+000.2503
259AMBPS029HumanLiverHCC5.67e-415.19e+000.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:003109822LiverHCCstress-activated protein kinase signaling cascade138/7958247/187231.43e-051.57e-04138
GO:005140322LiverHCCstress-activated MAPK cascade134/7958239/187231.50e-051.64e-04134
GO:000091011LiverHCCcytokinesis100/7958173/187233.38e-053.39e-04100
GO:004586122LiverHCCnegative regulation of proteolysis186/7958351/187234.19e-054.11e-04186
GO:00706461LiverHCCprotein modification by small protein removal91/7958157/187236.50e-055.92e-0491
GO:0042168LiverHCCheme metabolic process30/795842/187231.40e-041.13e-0330
GO:00330131LiverHCCtetrapyrrole metabolic process39/795859/187232.14e-041.63e-0339
GO:005134622LiverHCCnegative regulation of hydrolase activity195/7958379/187232.44e-041.82e-03195
GO:006164011LiverHCCcytoskeleton-dependent cytokinesis60/7958100/187233.09e-042.20e-0360
GO:00067781LiverHCCporphyrin-containing compound metabolic process33/795849/187233.86e-042.62e-0333
GO:0042440LiverHCCpigment metabolic process51/795884/187235.74e-043.65e-0351
GO:00434097LiverHCCnegative regulation of MAPK cascade98/7958180/187237.88e-044.74e-0398
GO:00165791LiverHCCprotein deubiquitination78/7958139/187238.13e-044.87e-0378
GO:007030222LiverHCCregulation of stress-activated protein kinase signaling cascade105/7958195/187238.79e-045.20e-03105
GO:003287312LiverHCCnegative regulation of stress-activated MAPK cascade33/795851/187231.13e-036.44e-0333
GO:007030312LiverHCCnegative regulation of stress-activated protein kinase signaling cascade33/795851/187231.13e-036.44e-0333
GO:00705361LiverHCCprotein K63-linked deubiquitination24/795835/187231.64e-038.61e-0324
GO:003287222LiverHCCregulation of stress-activated MAPK cascade102/7958192/187231.86e-039.49e-03102
GO:004657811LiverHCCregulation of Ras protein signal transduction100/7958189/187232.42e-031.18e-02100
GO:000725412LiverHCCJNK cascade89/7958167/187233.09e-031.44e-0289
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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
AMBPSNVMissense_Mutationc.629A>Tp.Gln210Leup.Q210LP02760protein_codingtolerated(0.38)benign(0)TCGA-AR-A1AH-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPD
AMBPSNVMissense_Mutationc.76N>Gp.Pro26Alap.P26AP02760protein_codingtolerated(0.15)benign(0.024)TCGA-D8-A13Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
AMBPSNVMissense_Mutationc.477N>Cp.Glu159Aspp.E159DP02760protein_codingtolerated(0.8)benign(0.015)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
AMBPSNVMissense_Mutationrs369822351c.610C>Tp.Arg204Trpp.R204WP02760protein_codingdeleterious(0)possibly_damaging(0.877)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
AMBPSNVMissense_Mutationc.438N>Gp.Ile146Metp.I146MP02760protein_codingtolerated(0.09)possibly_damaging(0.564)TCGA-AZ-4681-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
AMBPSNVMissense_Mutationnovelc.973A>Gp.Asn325Aspp.N325DP02760protein_codingdeleterious(0)possibly_damaging(0.788)TCGA-A5-A0GW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
AMBPSNVMissense_Mutationnovelc.828N>Tp.Glu276Aspp.E276DP02760protein_codingtolerated(0.15)benign(0.01)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
AMBPSNVMissense_Mutationc.782A>Gp.Tyr261Cysp.Y261CP02760protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
AMBPSNVMissense_Mutationc.205N>Ap.Val69Metp.V69MP02760protein_codingdeleterious(0.03)benign(0.357)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
AMBPSNVMissense_Mutationrs748722080c.281N>Tp.Thr94Metp.T94MP02760protein_codingtolerated(0.28)benign(0.017)TCGA-AX-A06F-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
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