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: PRAC1

Gene summary for PRAC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PRAC1

Gene ID

84366

Gene namePRAC1 small nuclear protein
Gene AliasC17orf92
Cytomap17q21.32
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q96KF2


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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
84366PRAC1HTA11_347_2000001011HumanColorectumAD1.96e-501.40e+00-0.1954
84366PRAC1HTA11_411_2000001011HumanColorectumSER8.90e-111.60e+00-0.2602
84366PRAC1HTA11_2112_2000001011HumanColorectumSER1.47e-028.18e-01-0.2196
84366PRAC1HTA11_696_2000001011HumanColorectumAD4.44e-411.17e+00-0.1464
84366PRAC1HTA11_2992_2000001011HumanColorectumSER1.68e-111.11e+00-0.1706
84366PRAC1HTA11_5212_2000001011HumanColorectumAD2.79e-191.02e+00-0.2061
84366PRAC1HTA11_5216_2000001011HumanColorectumSER2.33e-109.56e-01-0.1462
84366PRAC1HTA11_7862_2000001011HumanColorectumAD2.10e-221.28e+00-0.0179
84366PRAC1HTA11_866_3004761011HumanColorectumAD8.91e-216.70e-010.096
84366PRAC1HTA11_7696_3000711011HumanColorectumAD8.62e-04-1.43e-010.0674
84366PRAC1HTA11_6818_2000001011HumanColorectumAD2.10e-055.98e-010.0112
84366PRAC1HTA11_11156_2000001011HumanColorectumAD1.06e-079.99e-010.0397
84366PRAC1HTA11_6818_2000001021HumanColorectumAD1.15e-023.16e-010.0588
84366PRAC1HTA11_99999970781_79442HumanColorectumMSS2.00e-05-1.43e-010.294
84366PRAC1HTA11_99999965104_69814HumanColorectumMSS8.35e-198.70e-010.281
84366PRAC1HTA11_99999971662_82457HumanColorectumMSS2.10e-611.66e+000.3859
84366PRAC1HTA11_99999974143_84620HumanColorectumMSS4.25e-05-1.43e-010.3005
84366PRAC1A015-C-203HumanColorectumFAP4.07e-04-1.43e-01-0.1294
84366PRAC1A002-C-201HumanColorectumFAP1.71e-02-1.43e-010.0324
84366PRAC1A002-C-203HumanColorectumFAP1.92e-04-1.43e-010.2786
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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
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
∗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
PRAC1SNVMissense_Mutationc.56N>Ap.Ser19Asnp.S19NQ96KF2protein_codingtolerated_low_confidence(0.11)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PRAC1SNVMissense_Mutationnovelc.18C>Ap.Phe6Leup.F6LQ96KF2protein_codingdeleterious_low_confidence(0)benign(0.143)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PRAC1SNVMissense_Mutationc.64C>Tp.Leu22Phep.L22FQ96KF2protein_codingdeleterious_low_confidence(0)probably_damaging(0.943)TCGA-EO-A3AY-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
PRAC1SNVMissense_Mutationnovelc.55N>Gp.Ser19Glyp.S19GQ96KF2protein_codingdeleterious_low_confidence(0.03)benign(0.009)TCGA-XR-A8TC-01Liverliver hepatocellular carcinomaFemale<65I/IIUnknownUnknownSD
PRAC1SNVMissense_Mutationc.64C>Tp.Leu22Phep.L22FQ96KF2protein_codingdeleterious_low_confidence(0)probably_damaging(0.943)TCGA-18-3409-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownPD
PRAC1SNVMissense_Mutationc.71N>Gp.Asn24Serp.N24SQ96KF2protein_codingtolerated_low_confidence(0.08)benign(0.001)TCGA-66-2754-01Lunglung squamous cell carcinomaMale>=65III/IVUnknownUnknownSD
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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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