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: LAMA1

Gene summary for LAMA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LAMA1

Gene ID

284217

Gene namelaminin subunit alpha 1
Gene AliasLAMA
Cytomap18p11.31
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P25391


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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
284217LAMA1AEH-subject3HumanEndometriumAEH4.09e-185.42e-01-0.2576
284217LAMA1AEH-subject5HumanEndometriumAEH4.95e-155.41e-01-0.2953
284217LAMA1EEC-subject1HumanEndometriumEEC3.16e-093.86e-01-0.2682
284217LAMA1EEC-subject2HumanEndometriumEEC5.02e-123.82e-01-0.2607
284217LAMA1EEC-subject5HumanEndometriumEEC5.80e-083.72e-01-0.249
284217LAMA1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC6.26e-045.60e-03-0.1883
284217LAMA1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC4.00e-094.00e-01-0.1934
284217LAMA1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC4.14e-03-1.83e-03-0.1916
284217LAMA1P2T-EHumanEsophagusESCC1.53e-193.30e-010.1177
284217LAMA1P4T-EHumanEsophagusESCC2.45e-123.10e-010.1323
284217LAMA1P5T-EHumanEsophagusESCC2.28e-355.69e-010.1327
284217LAMA1P11T-EHumanEsophagusESCC1.20e-094.28e-010.1426
284217LAMA1P12T-EHumanEsophagusESCC3.87e-346.73e-010.1122
284217LAMA1P15T-EHumanEsophagusESCC1.67e-143.46e-010.1149
284217LAMA1P22T-EHumanEsophagusESCC1.13e-163.79e-010.1236
284217LAMA1P26T-EHumanEsophagusESCC2.39e-244.16e-010.1276
284217LAMA1P31T-EHumanEsophagusESCC1.23e-204.85e-010.1251
284217LAMA1P32T-EHumanEsophagusESCC2.06e-082.00e-010.1666
284217LAMA1P37T-EHumanEsophagusESCC3.50e-194.50e-010.1371
284217LAMA1P42T-EHumanEsophagusESCC2.79e-041.52e-010.1175
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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
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
GO:000716310EndometriumAEHestablishment or maintenance of cell polarity54/2100218/187231.30e-088.47e-0754
GO:00074098EndometriumAEHaxonogenesis81/2100418/187235.54e-072.12e-0581
GO:00615648EndometriumAEHaxon development88/2100467/187236.39e-072.38e-0588
GO:004873216EndometriumAEHgland development83/2100436/187238.62e-073.11e-0583
GO:00300109EndometriumAEHestablishment of cell polarity36/2100143/187232.19e-066.49e-0536
GO:00605627EndometriumAEHepithelial tube morphogenesis63/2100325/187239.63e-062.23e-0463
GO:00226129EndometriumAEHgland morphogenesis30/2100118/187231.21e-052.68e-0430
GO:00611384EndometriumAEHmorphogenesis of a branching epithelium40/2100182/187232.16e-054.20e-0440
GO:00017637EndometriumAEHmorphogenesis of a branching structure42/2100196/187232.58e-054.86e-0442
GO:00487542EndometriumAEHbranching morphogenesis of an epithelial tube33/2100151/187231.22e-041.68e-0333
GO:00459956EndometriumAEHregulation of embryonic development18/210064/187231.65e-042.15e-0318
GO:00350886EndometriumAEHestablishment or maintenance of apical/basal cell polarity14/210049/187237.19e-046.90e-0314
GO:00612456EndometriumAEHestablishment or maintenance of bipolar cell polarity14/210049/187237.19e-046.90e-0314
GO:00451976EndometriumAEHestablishment or maintenance of epithelial cell apical/basal polarity13/210044/187237.79e-047.36e-0313
GO:00901628EndometriumAEHestablishment of epithelial cell polarity10/210031/187231.48e-031.23e-0210
GO:00605414EndometriumAEHrespiratory system development37/2100203/187231.97e-031.54e-0237
GO:00303246EndometriumAEHlung development33/2100177/187232.30e-031.74e-0233
GO:00604254EndometriumAEHlung morphogenesis13/210050/187232.81e-032.02e-0213
GO:00303236EndometriumAEHrespiratory tube development33/2100181/187233.33e-032.32e-0233
GO:00017385EndometriumAEHmorphogenesis of a polarized epithelium20/210094/187233.44e-032.38e-0220
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0541625EndometriumAEHViral myocarditis27/119760/84656.98e-091.13e-078.30e-0827
hsa0451015EndometriumAEHFocal adhesion58/1197203/84654.99e-087.37e-075.39e-0758
hsa051466EndometriumAEHAmoebiasis29/1197102/84651.22e-041.10e-038.06e-0429
hsa05416111EndometriumAEHViral myocarditis27/119760/84656.98e-091.13e-078.30e-0827
hsa0451016EndometriumAEHFocal adhesion58/1197203/84654.99e-087.37e-075.39e-0758
hsa0514613EndometriumAEHAmoebiasis29/1197102/84651.22e-041.10e-038.06e-0429
hsa0541626EndometriumEECViral myocarditis28/123760/84652.81e-095.77e-084.30e-0828
hsa0451024EndometriumEECFocal adhesion58/1237203/84651.61e-072.30e-061.71e-0658
hsa0514622EndometriumEECAmoebiasis28/1237102/84655.23e-043.83e-032.85e-0328
hsa0514516EndometriumEECToxoplasmosis28/1237112/84652.48e-031.48e-021.11e-0228
hsa0541635EndometriumEECViral myocarditis28/123760/84652.81e-095.77e-084.30e-0828
hsa0451034EndometriumEECFocal adhesion58/1237203/84651.61e-072.30e-061.71e-0658
hsa0514632EndometriumEECAmoebiasis28/1237102/84655.23e-043.83e-032.85e-0328
hsa0514517EndometriumEECToxoplasmosis28/1237112/84652.48e-031.48e-021.11e-0228
hsa0516510EsophagusESCCHuman papillomavirus infection215/4205331/84657.86e-097.12e-083.65e-08215
hsa052229EsophagusESCCSmall cell lung cancer69/420592/84655.40e-073.85e-061.97e-0669
hsa0451020EsophagusESCCFocal adhesion127/4205203/84651.25e-044.99e-042.56e-04127
hsa041517EsophagusESCCPI3K-Akt signaling pathway197/4205354/84651.24e-022.83e-021.45e-02197
hsa0516515EsophagusESCCHuman papillomavirus infection215/4205331/84657.86e-097.12e-083.65e-08215
hsa0522216EsophagusESCCSmall cell lung cancer69/420592/84655.40e-073.85e-061.97e-0669
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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
LAMA1SNVMissense_Mutationnovelc.1082N>Ap.Cys361Tyrp.C361YP25391protein_codingdeleterious(0)probably_damaging(1)TCGA-3C-AALK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
LAMA1SNVMissense_Mutationnovelc.1870N>Ap.Glu624Lysp.E624KP25391protein_codingtolerated(0.21)possibly_damaging(0.516)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
LAMA1SNVMissense_Mutationc.1211N>Tp.Ser404Phep.S404FP25391protein_codingdeleterious(0.02)probably_damaging(1)TCGA-A2-A25D-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
LAMA1SNVMissense_Mutationnovelc.3229T>Gp.Cys1077Glyp.C1077GP25391protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A4S3-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LAMA1SNVMissense_Mutationc.3025N>Tp.Pro1009Serp.P1009SP25391protein_codingtolerated(0.09)possibly_damaging(0.671)TCGA-A8-A07O-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
LAMA1SNVMissense_Mutationnovelc.8473N>Ap.Gly2825Argp.G2825RP25391protein_codingdeleterious(0.01)probably_damaging(0.973)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
LAMA1SNVMissense_Mutationc.484C>Gp.Arg162Glyp.R162GP25391protein_codingdeleterious(0)probably_damaging(0.962)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LAMA1SNVMissense_Mutationnovelc.8971C>Gp.Leu2991Valp.L2991VP25391protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
LAMA1SNVMissense_Mutationrs756248044c.7609N>Tp.Arg2537Cysp.R2537CP25391protein_codingdeleterious(0)possibly_damaging(0.765)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LAMA1SNVMissense_Mutationrs777131128c.6383N>Ap.Arg2128Glnp.R2128QP25391protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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
284217LAMA1DRUGGABLE GENOMECHEMBL2095222OCRIPLASMIN
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