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: HNRNPA1L2

Gene summary for HNRNPA1L2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HNRNPA1L2

Gene ID

144983

Gene nameheterogeneous nuclear ribonucleoprotein A1 like 2
Gene AliasHNRNPA1L2
Cytomap13q14.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A024QZ98


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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
144983HNRNPA1L2AEH-subject1HumanEndometriumAEH1.16e-39-6.04e-01-0.3059
144983HNRNPA1L2AEH-subject2HumanEndometriumAEH1.05e-32-6.00e-01-0.2525
144983HNRNPA1L2AEH-subject3HumanEndometriumAEH2.87e-42-6.03e-01-0.2576
144983HNRNPA1L2AEH-subject4HumanEndometriumAEH8.00e-27-6.02e-01-0.2657
144983HNRNPA1L2AEH-subject5HumanEndometriumAEH2.01e-45-6.13e-01-0.2953
144983HNRNPA1L2EEC-subject1HumanEndometriumEEC1.70e-41-6.05e-01-0.2682
144983HNRNPA1L2EEC-subject2HumanEndometriumEEC3.82e-47-6.10e-01-0.2607
144983HNRNPA1L2EEC-subject3HumanEndometriumEEC1.25e-47-6.14e-01-0.2525
144983HNRNPA1L2EEC-subject4HumanEndometriumEEC2.07e-43-6.00e-01-0.2571
144983HNRNPA1L2EEC-subject5HumanEndometriumEEC2.42e-46-6.07e-01-0.249
144983HNRNPA1L2GSM5276934HumanEndometriumEEC1.01e-44-6.00e-01-0.0913
144983HNRNPA1L2GSM5276935HumanEndometriumEEC4.83e-40-6.06e-01-0.123
144983HNRNPA1L2GSM5276937HumanEndometriumEEC4.70e-38-6.23e-01-0.0897
144983HNRNPA1L2GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.51e-33-6.23e-01-0.1869
144983HNRNPA1L2GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC8.55e-27-6.10e-01-0.1875
144983HNRNPA1L2GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.93e-34-6.23e-01-0.1883
144983HNRNPA1L2GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC2.00e-47-6.08e-01-0.1934
144983HNRNPA1L2GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.09e-51-6.12e-01-0.1917
144983HNRNPA1L2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC5.68e-44-6.23e-01-0.1916
144983HNRNPA1L2GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC3.39e-37-5.75e-01-0.1269
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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
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
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:000838016EndometriumAEHRNA splicing111/2100434/187232.42e-171.12e-14111
GO:000640314EndometriumAEHRNA localization51/2100201/187231.39e-088.98e-0751
GO:00506579EndometriumAEHnucleic acid transport37/2100163/187232.04e-054.09e-0437
GO:00506589EndometriumAEHRNA transport37/2100163/187232.04e-054.09e-0437
GO:00512369EndometriumAEHestablishment of RNA localization37/2100166/187233.13e-055.66e-0437
GO:00159319EndometriumAEHnucleobase-containing compound transport44/2100222/187231.19e-041.66e-0344
GO:00510285EndometriumAEHmRNA transport28/2100130/187234.94e-045.06e-0328
GO:000838017EndometriumEECRNA splicing111/2168434/187232.45e-161.13e-13111
GO:000640315EndometriumEECRNA localization53/2168201/187235.20e-093.47e-0753
GO:005065712EndometriumEECnucleic acid transport39/2168163/187237.00e-061.63e-0439
GO:005065812EndometriumEECRNA transport39/2168163/187237.00e-061.63e-0439
GO:005123612EndometriumEECestablishment of RNA localization39/2168166/187231.11e-052.33e-0439
GO:001593112EndometriumEECnucleobase-containing compound transport46/2168222/187235.91e-059.13e-0446
GO:005102812EndometriumEECmRNA transport29/2168130/187233.63e-043.95e-0329
GO:000838020Oral cavityOSCCRNA splicing308/7305434/187232.43e-427.70e-39308
GO:000640318Oral cavityOSCCRNA localization150/7305201/187236.90e-251.98e-22150
GO:00510287Oral cavityOSCCmRNA transport101/7305130/187232.19e-193.15e-17101
GO:005065714Oral cavityOSCCnucleic acid transport120/7305163/187232.31e-193.18e-17120
GO:005065814Oral cavityOSCCRNA transport120/7305163/187232.31e-193.18e-17120
GO:005123614Oral cavityOSCCestablishment of RNA localization121/7305166/187236.38e-198.24e-17121
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501420EndometriumAEHAmyotrophic lateral sclerosis123/1197364/84652.17e-227.82e-215.72e-21123
hsa030409EndometriumAEHSpliceosome54/1197217/84651.47e-051.65e-041.21e-0454
hsa05014110EndometriumAEHAmyotrophic lateral sclerosis123/1197364/84652.17e-227.82e-215.72e-21123
hsa0304014EndometriumAEHSpliceosome54/1197217/84651.47e-051.65e-041.21e-0454
hsa0501425EndometriumEECAmyotrophic lateral sclerosis128/1237364/84659.83e-244.04e-223.01e-22128
hsa0304024EndometriumEECSpliceosome54/1237217/84653.78e-053.88e-042.89e-0454
hsa0501435EndometriumEECAmyotrophic lateral sclerosis128/1237364/84659.83e-244.04e-223.01e-22128
hsa0304034EndometriumEECSpliceosome54/1237217/84653.78e-053.88e-042.89e-0454
hsa0501428Oral cavityOSCCAmyotrophic lateral sclerosis246/3704364/84656.65e-211.11e-185.67e-19246
hsa0304016Oral cavityOSCCSpliceosome123/3704217/84657.21e-052.74e-041.40e-04123
hsa05014112Oral cavityOSCCAmyotrophic lateral sclerosis246/3704364/84656.65e-211.11e-185.67e-19246
hsa0304017Oral cavityOSCCSpliceosome123/3704217/84657.21e-052.74e-041.40e-04123
hsa0501429Oral cavityLPAmyotrophic lateral sclerosis197/2418364/84651.25e-251.39e-238.93e-24197
hsa0304026Oral cavityLPSpliceosome106/2418217/84651.30e-102.40e-091.55e-09106
hsa0501437Oral cavityLPAmyotrophic lateral sclerosis197/2418364/84651.25e-251.39e-238.93e-24197
hsa0304036Oral cavityLPSpliceosome106/2418217/84651.30e-102.40e-091.55e-09106
hsa0501427ProstateTumorAmyotrophic lateral sclerosis155/1791364/84653.41e-211.13e-196.99e-20155
hsa0304025ProstateTumorSpliceosome66/1791217/84657.53e-043.59e-032.23e-0366
hsa0501436ProstateTumorAmyotrophic lateral sclerosis155/1791364/84653.41e-211.13e-196.99e-20155
hsa0304035ProstateTumorSpliceosome66/1791217/84657.53e-043.59e-032.23e-0366
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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
HNRNPA1L2SNVMissense_Mutationnovelc.386G>Ap.Gly129Glup.G129EQ32P51protein_codingdeleterious(0.04)probably_damaging(0.959)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HNRNPA1L2SNVMissense_Mutationrs757332292c.245N>Ap.Arg82Lysp.R82KQ32P51protein_codingtolerated(0.06)benign(0.409)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
HNRNPA1L2SNVMissense_Mutationnovelc.95N>Tp.Ser32Ilep.S32IQ32P51protein_codingdeleterious(0.02)probably_damaging(0.989)TCGA-EK-A2RB-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HNRNPA1L2SNVMissense_Mutationc.460G>Cp.Asp154Hisp.D154HQ32P51protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-MU-A51Y-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HNRNPA1L2SNVMissense_Mutationnovelc.953G>Tp.Arg318Ilep.R318IQ32P51protein_codingdeleterious(0)benign(0.078)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HNRNPA1L2SNVMissense_Mutationrs766473221c.445G>Ap.Ala149Thrp.A149TQ32P51protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HNRNPA1L2SNVMissense_Mutationnovelc.77N>Ap.Thr26Asnp.T26NQ32P51protein_codingdeleterious(0.04)probably_damaging(0.996)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HNRNPA1L2SNVMissense_Mutationnovelc.482N>Cp.Lys161Thrp.K161TQ32P51protein_codingdeleterious(0.02)probably_damaging(0.975)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
HNRNPA1L2SNVMissense_Mutationrs768647313c.944N>Ap.Gly315Aspp.G315DQ32P51protein_codingtolerated(0.06)probably_damaging(0.988)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
HNRNPA1L2SNVMissense_Mutationrs758275368c.587N>Ap.Arg196Glnp.R196QQ32P51protein_codingtolerated(0.49)benign(0.001)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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