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: LAMB1

Gene summary for LAMB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LAMB1

Gene ID

3912

Gene namelaminin subunit beta 1
Gene AliasCLM
Cytomap7q31.1
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P07942


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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
3912LAMB1HTA11_3410_2000001011HumanColorectumAD8.97e-06-4.33e-010.0155
3912LAMB1HTA11_3361_2000001011HumanColorectumAD4.41e-04-5.59e-01-0.1207
3912LAMB1HTA11_696_2000001011HumanColorectumAD5.97e-03-3.00e-01-0.1464
3912LAMB1HTA11_866_2000001011HumanColorectumAD2.41e-07-4.43e-01-0.1001
3912LAMB1HTA11_5212_2000001011HumanColorectumAD1.51e-03-7.03e-01-0.2061
3912LAMB1HTA11_866_3004761011HumanColorectumAD2.82e-02-3.92e-010.096
3912LAMB1HTA11_99999973899_84307HumanColorectumMSS4.29e-08-7.31e-010.2585
3912LAMB1HTA11_99999974143_84620HumanColorectumMSS8.28e-16-5.38e-010.3005
3912LAMB1A001-C-207HumanColorectumFAP3.10e-05-2.43e-010.1278
3912LAMB1A015-C-203HumanColorectumFAP2.57e-28-5.18e-01-0.1294
3912LAMB1A015-C-204HumanColorectumFAP1.03e-05-2.32e-01-0.0228
3912LAMB1A002-C-201HumanColorectumFAP1.71e-14-3.77e-010.0324
3912LAMB1A002-C-203HumanColorectumFAP6.76e-042.59e-010.2786
3912LAMB1A001-C-119HumanColorectumFAP7.51e-06-2.74e-01-0.1557
3912LAMB1A001-C-108HumanColorectumFAP6.71e-12-5.28e-02-0.0272
3912LAMB1A002-C-205HumanColorectumFAP1.33e-235.64e-02-0.1236
3912LAMB1A001-C-104HumanColorectumFAP4.64e-02-1.79e-020.0184
3912LAMB1A015-C-005HumanColorectumFAP4.96e-02-3.92e-02-0.0336
3912LAMB1A015-C-006HumanColorectumFAP2.94e-161.02e-01-0.0994
3912LAMB1A015-C-106HumanColorectumFAP1.31e-083.55e-02-0.0511
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
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
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
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
GO:0031589ColorectumADcell-substrate adhesion116/3918363/187234.68e-071.76e-05116
GO:0034446ColorectumADsubstrate adhesion-dependent cell spreading40/3918108/187238.52e-051.32e-0340
GO:0050673ColorectumADepithelial cell proliferation119/3918437/187238.75e-048.51e-03119
GO:0007369ColorectumADgastrulation53/3918185/187237.60e-034.60e-0253
GO:00315892ColorectumMSScell-substrate adhesion104/3467363/187231.35e-064.51e-05104
GO:00344462ColorectumMSSsubstrate adhesion-dependent cell spreading39/3467108/187231.15e-052.71e-0439
GO:00506731ColorectumMSSepithelial cell proliferation108/3467437/187236.76e-047.30e-03108
GO:0050678ColorectumMSSregulation of epithelial cell proliferation90/3467381/187236.92e-034.45e-0290
GO:00315893ColorectumFAPcell-substrate adhesion93/2622363/187232.48e-094.61e-0793
GO:00344464ColorectumFAPsubstrate adhesion-dependent cell spreading30/2622108/187231.32e-042.12e-0330
GO:00073692ColorectumFAPgastrulation42/2622185/187238.97e-049.10e-0342
GO:00506732ColorectumFAPepithelial cell proliferation84/2622437/187231.39e-031.25e-0284
GO:0021987ColorectumFAPcerebral cortex development28/2622114/187231.80e-031.55e-0228
GO:0021543ColorectumFAPpallium development36/2622169/187236.06e-033.81e-0236
GO:00506781ColorectumFAPregulation of epithelial cell proliferation71/2622381/187236.67e-034.12e-0271
GO:0030900ColorectumFAPforebrain development70/2622379/187238.64e-034.98e-0270
GO:00315894ColorectumCRCcell-substrate adhesion78/2078363/187236.22e-091.49e-0678
GO:00344465ColorectumCRCsubstrate adhesion-dependent cell spreading27/2078108/187233.70e-059.18e-0427
GO:00309001ColorectumCRCforebrain development66/2078379/187231.36e-042.57e-0366
GO:00073693ColorectumCRCgastrulation36/2078185/187235.54e-047.70e-0336
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa052228Oral cavityOSCCSmall cell lung cancer66/370492/84654.43e-083.38e-071.72e-0766
hsa0514520Oral cavityOSCCToxoplasmosis75/3704112/84655.28e-073.16e-061.61e-0675
hsa041516Oral cavityOSCCPI3K-Akt signaling pathway185/3704354/84656.26e-041.86e-039.49e-04185
hsa051468Oral cavityOSCCAmoebiasis59/3704102/84652.78e-037.17e-033.65e-0359
hsa0516514Oral cavityOSCCHuman papillomavirus infection200/3704331/84653.83e-104.93e-092.51e-09200
hsa04510110Oral cavityOSCCFocal adhesion128/3704203/84651.71e-081.63e-078.31e-08128
hsa0522215Oral cavityOSCCSmall cell lung cancer66/370492/84654.43e-083.38e-071.72e-0766
hsa05145110Oral cavityOSCCToxoplasmosis75/3704112/84655.28e-073.16e-061.61e-0675
hsa0415113Oral cavityOSCCPI3K-Akt signaling pathway185/3704354/84656.26e-041.86e-039.49e-04185
hsa0514615Oral cavityOSCCAmoebiasis59/3704102/84652.78e-037.17e-033.65e-0359
hsa0451017ProstateBPHFocal adhesion85/1718203/84651.17e-122.28e-111.41e-1185
hsa051658ProstateBPHHuman papillomavirus infection111/1718331/84656.15e-097.81e-084.83e-08111
hsa052227ProstateBPHSmall cell lung cancer38/171892/84653.15e-062.74e-051.69e-0538
hsa041515ProstateBPHPI3K-Akt signaling pathway104/1718354/84652.07e-051.55e-049.61e-05104
hsa0514518ProstateBPHToxoplasmosis40/1718112/84651.00e-046.00e-043.71e-0440
hsa051467ProstateBPHAmoebiasis33/1718102/84652.70e-031.05e-026.49e-0333
hsa045125ProstateBPHECM-receptor interaction28/171889/84658.33e-032.64e-021.64e-0228
hsa0451018ProstateBPHFocal adhesion85/1718203/84651.17e-122.28e-111.41e-1185
hsa0516513ProstateBPHHuman papillomavirus infection111/1718331/84656.15e-097.81e-084.83e-08111
hsa0522214ProstateBPHSmall cell lung cancer38/171892/84653.15e-062.74e-051.69e-0538
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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
LAMB1ITGA1_ITGB1LAMB1_ITGA1_ITGB1LAMININBreastDCIS
LAMB1ITGA2_ITGB1LAMB1_ITGA2_ITGB1LAMININBreastDCIS
LAMB1ITGA6_ITGB1LAMB1_ITGA6_ITGB1LAMININBreastDCIS
LAMB1ITGA7_ITGB1LAMB1_ITGA7_ITGB1LAMININBreastDCIS
LAMB1ITGA6_ITGB4LAMB1_ITGA6_ITGB4LAMININBreastDCIS
LAMB1CD44LAMB1_CD44LAMININBreastDCIS
LAMB1DAG1LAMB1_DAG1LAMININBreastDCIS
LAMB1ITGA1_ITGB1LAMB1_ITGA1_ITGB1LAMININBreastHealthy
LAMB1ITGA2_ITGB1LAMB1_ITGA2_ITGB1LAMININBreastHealthy
LAMB1ITGA6_ITGB1LAMB1_ITGA6_ITGB1LAMININBreastHealthy
LAMB1ITGA7_ITGB1LAMB1_ITGA7_ITGB1LAMININBreastHealthy
LAMB1ITGAV_ITGB8LAMB1_ITGAV_ITGB8LAMININBreastHealthy
LAMB1CD44LAMB1_CD44LAMININBreastHealthy
LAMB1ITGA1_ITGB1LAMB1_ITGA1_ITGB1LAMININBreastIDC
LAMB1ITGA6_ITGB1LAMB1_ITGA6_ITGB1LAMININBreastIDC
LAMB1CD44LAMB1_CD44LAMININBreastIDC
LAMB1ITGA1_ITGB1LAMB1_ITGA1_ITGB1LAMININCervixADJ
LAMB1ITGA2_ITGB1LAMB1_ITGA2_ITGB1LAMININCervixADJ
LAMB1ITGA3_ITGB1LAMB1_ITGA3_ITGB1LAMININCervixADJ
LAMB1ITGA6_ITGB1LAMB1_ITGA6_ITGB1LAMININCervixADJ
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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
LAMB1SNVMissense_Mutationc.214N>Ap.Glu72Lysp.E72KP07942protein_codingdeleterious(0.04)possibly_damaging(0.733)TCGA-A7-A0CD-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
LAMB1SNVMissense_Mutationrs193010498c.3077G>Ap.Arg1026Glnp.R1026QP07942protein_codingdeleterious(0.04)probably_damaging(0.997)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LAMB1SNVMissense_Mutationc.3503N>Cp.Gly1168Alap.G1168AP07942protein_codingdeleterious(0)probably_damaging(0.996)TCGA-BH-A18T-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LAMB1SNVMissense_Mutationc.2203N>Ap.Gln735Lysp.Q735KP07942protein_codingdeleterious(0.03)possibly_damaging(0.459)TCGA-C8-A12P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LAMB1SNVMissense_Mutationc.3860N>Tp.Ser1287Phep.S1287FP07942protein_codingdeleterious(0.04)benign(0.057)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
LAMB1SNVMissense_Mutationc.5288G>Cp.Arg1763Thrp.R1763TP07942protein_codingtolerated(0.21)benign(0.003)TCGA-EW-A3U0-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycisplatinCR
LAMB1SNVMissense_Mutationrs774611936c.4280N>Ap.Gly1427Glup.G1427EP07942protein_codingdeleterious(0)probably_damaging(1)TCGA-GI-A2C8-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificAdriamycinSD
LAMB1SNVMissense_Mutationrs373152146c.2036C>Tp.Thr679Metp.T679MP07942protein_codingdeleterious(0)possibly_damaging(0.506)TCGA-OL-A5D8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LAMB1insertionFrame_Shift_Insnovelc.3422_3423insAAGTGTGTGTTTTAAAATGCAGTTTTGGCTTCCAACACTGCGTGp.Pro1142SerfsTer62p.P1142Sfs*62P07942protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
LAMB1insertionNonsense_Mutationnovelc.2860_2861insATGAAACCCCTTTGGGGGCAGAACTATAAATTGTAGTGCAGGTTTTp.Arg954AsnfsTer10p.R954Nfs*10P07942protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=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
3912LAMB1DRUGGABLE GENOMECHEMBL2095222OCRIPLASMIN
3912LAMB1DRUGGABLE GENOMEHEPARAN SULFATE8873769
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