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: HNRNPLL

Gene summary for HNRNPLL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HNRNPLL

Gene ID

92906

Gene nameheterogeneous nuclear ribonucleoprotein L like
Gene AliasHNRPLL
Cytomap2p22.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A8K894


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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
92906HNRNPLLLZE2THumanEsophagusESCC1.18e-025.25e-010.082
92906HNRNPLLLZE4THumanEsophagusESCC6.83e-121.81e-010.0811
92906HNRNPLLLZE20THumanEsophagusESCC1.70e-051.02e-010.0662
92906HNRNPLLLZE24THumanEsophagusESCC3.56e-156.15e-010.0596
92906HNRNPLLP1T-EHumanEsophagusESCC1.68e-023.52e-010.0875
92906HNRNPLLP2T-EHumanEsophagusESCC1.01e-498.54e-010.1177
92906HNRNPLLP4T-EHumanEsophagusESCC3.22e-317.43e-010.1323
92906HNRNPLLP5T-EHumanEsophagusESCC2.12e-081.40e-010.1327
92906HNRNPLLP8T-EHumanEsophagusESCC2.26e-194.32e-010.0889
92906HNRNPLLP9T-EHumanEsophagusESCC4.54e-152.92e-010.1131
92906HNRNPLLP10T-EHumanEsophagusESCC3.06e-276.11e-010.116
92906HNRNPLLP11T-EHumanEsophagusESCC1.07e-105.89e-010.1426
92906HNRNPLLP12T-EHumanEsophagusESCC1.10e-276.62e-010.1122
92906HNRNPLLP15T-EHumanEsophagusESCC7.37e-327.21e-010.1149
92906HNRNPLLP16T-EHumanEsophagusESCC8.81e-458.27e-010.1153
92906HNRNPLLP17T-EHumanEsophagusESCC1.02e-034.46e-010.1278
92906HNRNPLLP19T-EHumanEsophagusESCC6.45e-045.46e-010.1662
92906HNRNPLLP20T-EHumanEsophagusESCC5.29e-215.17e-010.1124
92906HNRNPLLP21T-EHumanEsophagusESCC1.63e-255.88e-010.1617
92906HNRNPLLP22T-EHumanEsophagusESCC9.70e-275.57e-010.1236
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:0043484111EsophagusESCCregulation of RNA splicing116/8552148/187233.18e-162.38e-14116
GO:0033120110EsophagusESCCpositive regulation of RNA splicing29/855237/187234.97e-053.86e-0429
GO:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
GO:004348422LiverHCCregulation of RNA splicing113/7958148/187234.32e-174.15e-15113
GO:003312012LiverHCCpositive regulation of RNA splicing29/795837/187239.37e-061.09e-0429
GO:000838020Oral cavityOSCCRNA splicing308/7305434/187232.43e-427.70e-39308
GO:004348420Oral cavityOSCCregulation of RNA splicing108/7305148/187234.25e-173.69e-15108
GO:003312018Oral cavityOSCCpositive regulation of RNA splicing29/730537/187231.21e-061.61e-0529
GO:0008380112SkincSCCRNA splicing263/4864434/187232.45e-535.13e-50263
GO:004348429SkincSCCregulation of RNA splicing97/4864148/187234.66e-241.08e-2197
GO:0033120111SkincSCCpositive regulation of RNA splicing27/486437/187232.95e-091.03e-0727
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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
HNRNPLLSNVMissense_Mutationc.1177N>Gp.Asn393Aspp.N393DQ8WVV9protein_codingdeleterious(0.01)possibly_damaging(0.885)TCGA-A8-A08S-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
HNRNPLLSNVMissense_Mutationnovelc.1092G>Tp.Lys364Asnp.K364NQ8WVV9protein_codingdeleterious(0)probably_damaging(0.963)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HNRNPLLSNVMissense_Mutationnovelc.170N>Ap.Gly57Aspp.G57DQ8WVV9protein_codingtolerated(0.29)benign(0.234)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HNRNPLLSNVMissense_Mutationnovelc.362T>Cp.Ile121Thrp.I121TQ8WVV9protein_codingdeleterious(0.01)possibly_damaging(0.593)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
HNRNPLLSNVMissense_Mutationc.295N>Ap.Phe99Ilep.F99IQ8WVV9protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HNRNPLLSNVMissense_Mutationnovelc.802N>Tp.Asp268Tyrp.D268YQ8WVV9protein_codingdeleterious(0)possibly_damaging(0.454)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HNRNPLLSNVMissense_Mutationnovelc.1283N>Gp.Lys428Argp.K428RQ8WVV9protein_codingtolerated(0.09)benign(0.019)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
HNRNPLLSNVMissense_Mutationrs779130914c.527N>Tp.Pro176Leup.P176LQ8WVV9protein_codingdeleterious(0.02)possibly_damaging(0.778)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HNRNPLLSNVMissense_Mutationc.736N>Tp.Arg246Cysp.R246CQ8WVV9protein_codingdeleterious(0)possibly_damaging(0.531)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
HNRNPLLSNVMissense_Mutationc.1337N>Cp.Lys446Thrp.K446TQ8WVV9protein_codingdeleterious(0)possibly_damaging(0.794)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
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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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