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: SP140L

Gene summary for SP140L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SP140L

Gene ID

93349

Gene nameSP140 nuclear body protein like
Gene AliasSP140L
Cytomap2q37.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

U5Y3L1


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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
93349SP140LLZE4THumanEsophagusESCC6.72e-173.40e-010.0811
93349SP140LLZE5THumanEsophagusESCC9.01e-083.40e-010.0514
93349SP140LLZE8THumanEsophagusESCC9.14e-143.18e-010.067
93349SP140LLZE20THumanEsophagusESCC9.42e-133.41e-010.0662
93349SP140LLZE22D1HumanEsophagusHGIN1.80e-029.44e-020.0595
93349SP140LLZE22THumanEsophagusESCC6.42e-063.40e-010.068
93349SP140LLZE24THumanEsophagusESCC7.25e-296.05e-010.0596
93349SP140LLZE21THumanEsophagusESCC1.78e-042.51e-010.0655
93349SP140LLZE6THumanEsophagusESCC6.96e-103.61e-010.0845
93349SP140LP1T-EHumanEsophagusESCC5.28e-267.65e-010.0875
93349SP140LP2T-EHumanEsophagusESCC5.20e-142.57e-010.1177
93349SP140LP4T-EHumanEsophagusESCC7.22e-132.55e-010.1323
93349SP140LP5T-EHumanEsophagusESCC3.76e-029.73e-020.1327
93349SP140LP8T-EHumanEsophagusESCC6.48e-345.79e-010.0889
93349SP140LP9T-EHumanEsophagusESCC1.67e-075.21e-020.1131
93349SP140LP11T-EHumanEsophagusESCC5.77e-176.25e-010.1426
93349SP140LP12T-EHumanEsophagusESCC1.80e-143.05e-010.1122
93349SP140LP15T-EHumanEsophagusESCC5.69e-244.32e-010.1149
93349SP140LP17T-EHumanEsophagusESCC1.30e-113.66e-010.1278
93349SP140LP19T-EHumanEsophagusESCC3.40e-133.85e-010.1662
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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
SP140LSNVMissense_Mutationnovelc.1408N>Tp.Pro470Serp.P470SQ9H930protein_codingdeleterious(0.03)possibly_damaging(0.661)TCGA-BH-A0H3-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SP140LinsertionFrame_Shift_Insnovelc.515_516insCACTCTGTTGCCCAGGTTAGATGGCAGGCTAGTGAGCTATCTCp.Lys173ThrfsTer15p.K173Tfs*15Q9H930protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
SP140LinsertionFrame_Shift_Insnovelc.812_813insATATp.His271GlnfsTer7p.H271Qfs*7Q9H930protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
SP140LinsertionFrame_Shift_Insnovelc.814_815insCCCAATTTCCAGTACAGAATATTATCCAp.Phe272SerfsTer14p.F272Sfs*14Q9H930protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
SP140LinsertionNonsense_Mutationnovelc.1486_1487insTCTAAp.Pro496LeufsTer2p.P496Lfs*2Q9H930protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SP140LSNVMissense_Mutationrs561322588c.165G>Tp.Lys55Asnp.K55NQ9H930protein_codingtolerated(0.12)benign(0.095)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SP140LSNVMissense_Mutationnovelc.176N>Ap.Arg59Lysp.R59KQ9H930protein_codingtolerated(0.56)benign(0.007)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
SP140LSNVMissense_Mutationrs756373352c.43N>Ap.Gly15Argp.G15RQ9H930protein_codingtolerated_low_confidence(0.17)benign(0.248)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SP140LSNVMissense_Mutationrs766920483c.281N>Tp.Asp94Valp.D94VQ9H930protein_codingdeleterious(0)possibly_damaging(0.907)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SP140LSNVMissense_Mutationnovelc.754N>Gp.Met252Valp.M252VQ9H930protein_codingtolerated(0.87)benign(0)TCGA-AA-3870-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
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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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