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: LSM8

Gene summary for LSM8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LSM8

Gene ID

51691

Gene nameLSM8 homolog, U6 small nuclear RNA associated
Gene AliasNAA38
Cytomap7q31.31
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

A4D0W0


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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
51691LSM8CA_HPV_1HumanCervixCC4.17e-08-1.60e-010.0264
51691LSM8CCI_1HumanCervixCC8.63e-06-5.72e-010.528
51691LSM8CCI_3HumanCervixCC1.30e-03-4.20e-010.516
51691LSM8CCII_1HumanCervixCC8.58e-10-5.46e-010.3249
51691LSM8AEH-subject1HumanEndometriumAEH3.20e-03-1.06e-01-0.3059
51691LSM8AEH-subject2HumanEndometriumAEH5.21e-03-1.60e-01-0.2525
51691LSM8AEH-subject3HumanEndometriumAEH4.17e-06-2.50e-01-0.2576
51691LSM8AEH-subject4HumanEndometriumAEH4.87e-05-2.49e-01-0.2657
51691LSM8EEC-subject1HumanEndometriumEEC1.73e-09-2.82e-01-0.2682
51691LSM8EEC-subject2HumanEndometriumEEC2.98e-08-2.60e-01-0.2607
51691LSM8EEC-subject3HumanEndometriumEEC9.47e-36-3.66e-01-0.2525
51691LSM8EEC-subject4HumanEndometriumEEC5.73e-05-2.25e-01-0.2571
51691LSM8GSM5276934HumanEndometriumEEC1.21e-07-2.56e-01-0.0913
51691LSM8GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC9.97e-25-1.81e-01-0.1869
51691LSM8GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.06e-32-5.50e-02-0.1875
51691LSM8GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC2.88e-364.27e-03-0.1883
51691LSM8GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC2.68e-36-3.35e-01-0.1934
51691LSM8GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.13e-46-2.78e-01-0.1917
51691LSM8GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC7.60e-38-3.25e-01-0.1916
51691LSM8GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC1.59e-091.42e-01-0.1269
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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:000838010CervixCCRNA splicing76/2311434/187239.79e-048.19e-0376
GO:000037710CervixCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile55/2311320/187236.71e-033.70e-0255
GO:000039810CervixCCmRNA splicing, via spliceosome55/2311320/187236.71e-033.70e-0255
GO:000037510CervixCCRNA splicing, via transesterification reactions55/2311324/187238.61e-034.44e-0255
GO:000838016EndometriumAEHRNA splicing111/2100434/187232.42e-171.12e-14111
GO:000037515EndometriumAEHRNA splicing, via transesterification reactions88/2100324/187231.11e-153.91e-1388
GO:000037715EndometriumAEHRNA splicing, via transesterification reactions with bulged adenosine as nucleophile87/2100320/187231.51e-154.78e-1387
GO:000039815EndometriumAEHmRNA splicing, via spliceosome87/2100320/187231.51e-154.78e-1387
GO:000838017EndometriumEECRNA splicing111/2168434/187232.45e-161.13e-13111
GO:000037516EndometriumEECRNA splicing, via transesterification reactions88/2168324/187237.46e-152.63e-1288
GO:000037716EndometriumEECRNA splicing, via transesterification reactions with bulged adenosine as nucleophile87/2168320/187239.97e-153.15e-1287
GO:000039816EndometriumEECmRNA splicing, via spliceosome87/2168320/187239.97e-153.15e-1287
GO:000838026EsophagusHGINRNA splicing160/2587434/187233.74e-341.12e-30160
GO:000037520EsophagusHGINRNA splicing, via transesterification reactions115/2587324/187233.16e-233.80e-20115
GO:000037720EsophagusHGINRNA splicing, via transesterification reactions with bulged adenosine as nucleophile113/2587320/187231.24e-229.26e-20113
GO:000039820EsophagusHGINmRNA splicing, via spliceosome113/2587320/187231.24e-229.26e-20113
GO:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:0000375111EsophagusESCCRNA splicing, via transesterification reactions248/8552324/187233.05e-301.49e-27248
GO:0000377111EsophagusESCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile244/8552320/187232.52e-291.07e-26244
GO:0000398111EsophagusESCCmRNA splicing, via spliceosome244/8552320/187232.52e-291.07e-26244
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa030409EndometriumAEHSpliceosome54/1197217/84651.47e-051.65e-041.21e-0454
hsa0304014EndometriumAEHSpliceosome54/1197217/84651.47e-051.65e-041.21e-0454
hsa0304024EndometriumEECSpliceosome54/1237217/84653.78e-053.88e-042.89e-0454
hsa030187EndometriumEECRNA degradation20/123779/84658.36e-033.88e-022.89e-0220
hsa0304034EndometriumEECSpliceosome54/1237217/84653.78e-053.88e-042.89e-0454
hsa0301812EndometriumEECRNA degradation20/123779/84658.36e-033.88e-022.89e-0220
hsa0304018EsophagusHGINSpliceosome79/1383217/84653.22e-137.00e-125.56e-1279
hsa0301810EsophagusHGINRNA degradation27/138379/84657.73e-059.00e-047.15e-0427
hsa0304019EsophagusHGINSpliceosome79/1383217/84653.22e-137.00e-125.56e-1279
hsa0301815EsophagusHGINRNA degradation27/138379/84657.73e-059.00e-047.15e-0427
hsa0301824EsophagusESCCRNA degradation62/420579/84651.18e-079.39e-074.81e-0762
hsa0304027EsophagusESCCSpliceosome128/4205217/84653.31e-038.79e-034.50e-03128
hsa0301834EsophagusESCCRNA degradation62/420579/84651.18e-079.39e-074.81e-0762
hsa0304037EsophagusESCCSpliceosome128/4205217/84653.31e-038.79e-034.50e-03128
hsa030407LiverCirrhoticSpliceosome102/2530217/84655.69e-089.47e-075.84e-07102
hsa03018LiverCirrhoticRNA degradation44/253079/84651.43e-061.65e-051.02e-0544
hsa0304012LiverCirrhoticSpliceosome102/2530217/84655.69e-089.47e-075.84e-07102
hsa030181LiverCirrhoticRNA degradation44/253079/84651.43e-061.65e-051.02e-0544
hsa030182LiverHCCRNA degradation58/402079/84652.29e-062.19e-051.22e-0558
hsa0304022LiverHCCSpliceosome122/4020217/84655.55e-031.60e-028.91e-03122
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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
LSM8deletionFrame_Shift_Delc.139delNp.Ser47AlafsTer6p.S47Afs*6O95777protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
LSM8SNVMissense_Mutationc.250G>Ap.Gly84Argp.G84RO95777protein_codingdeleterious(0.05)benign(0.045)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LSM8SNVMissense_Mutationc.114N>Tp.Leu38Phep.L38FO95777protein_codingdeleterious(0)probably_damaging(0.997)TCGA-BC-A10T-01Liverliver hepatocellular carcinomaMale>=65III/IVUnknownUnknownPD
LSM8SNVMissense_Mutationc.139N>Tp.Ser47Cysp.S47CO95777protein_codingdeleterious(0)probably_damaging(0.994)TCGA-21-5787-01Lunglung squamous cell carcinomaMale>=65III/IVUnknownUnknownPD
LSM8SNVMissense_Mutationc.114N>Tp.Leu38Phep.L38FO95777protein_codingdeleterious(0)probably_damaging(0.997)TCGA-21-A5DI-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
LSM8SNVMissense_Mutationc.184N>Tp.Val62Leup.V62LO95777protein_codingtolerated(0.15)benign(0.052)TCGA-22-5480-01Lunglung squamous cell carcinomaFemale>=65I/IIChemotherapygemzarPD
LSM8SNVMissense_Mutationnovelc.125N>Gp.His42Argp.H42RO95777protein_codingtolerated(0.15)benign(0.06)TCGA-77-8130-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownPD
LSM8SNVMissense_Mutationrs201785919c.220N>Ap.Asp74Asnp.D74NO95777protein_codingdeleterious(0.03)benign(0.147)TCGA-VQ-A8P2-01Stomachstomach adenocarcinomaMale>=65III/IVUnspecificComplete Response
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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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