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: PRELID1

Gene summary for PRELID1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PRELID1

Gene ID

27166

Gene namePRELI domain containing 1
Gene AliasCGI-106
Cytomap5q35.3
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q9Y255


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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
27166PRELID1GSM4909281HumanBreastIDC9.70e-05-2.05e-010.21
27166PRELID1GSM4909285HumanBreastIDC2.17e-042.54e-020.21
27166PRELID1GSM4909286HumanBreastIDC1.04e-23-4.97e-010.1081
27166PRELID1GSM4909293HumanBreastIDC3.82e-13-2.20e-010.1581
27166PRELID1GSM4909296HumanBreastIDC2.31e-13-4.17e-010.1524
27166PRELID1GSM4909297HumanBreastIDC5.74e-24-5.27e-010.1517
27166PRELID1GSM4909298HumanBreastIDC5.27e-047.77e-020.1551
27166PRELID1GSM4909308HumanBreastIDC6.15e-068.85e-020.158
27166PRELID1GSM4909311HumanBreastIDC3.09e-42-5.16e-010.1534
27166PRELID1GSM4909312HumanBreastIDC3.51e-09-2.26e-010.1552
27166PRELID1GSM4909317HumanBreastIDC3.50e-02-9.36e-020.1355
27166PRELID1GSM4909319HumanBreastIDC1.55e-52-3.95e-010.1563
27166PRELID1GSM4909321HumanBreastIDC5.01e-10-7.32e-020.1559
27166PRELID1ctrl6HumanBreastPrecancer5.50e-03-3.97e-01-0.0061
27166PRELID1brca1HumanBreastPrecancer4.47e-305.94e-01-0.0338
27166PRELID1brca3HumanBreastPrecancer3.08e-022.33e-01-0.0263
27166PRELID1M1HumanBreastIDC8.37e-03-2.33e-010.1577
27166PRELID1NCCBC14HumanBreastDCIS8.62e-06-2.67e-010.2021
27166PRELID1NCCBC5HumanBreastDCIS5.49e-12-1.44e-010.2046
27166PRELID1P1HumanBreastIDC3.63e-29-7.52e-010.1527
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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
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:004586212LiverCirrhoticpositive regulation of proteolysis163/4634372/187234.18e-165.14e-14163
GO:005254712LiverCirrhoticregulation of peptidase activity185/4634461/187231.32e-131.09e-11185
GO:005254812LiverCirrhoticregulation of endopeptidase activity172/4634432/187232.12e-121.58e-10172
GO:20012347LiverCirrhoticnegative regulation of apoptotic signaling pathway102/4634224/187238.40e-125.60e-10102
GO:00109527LiverCirrhoticpositive regulation of peptidase activity81/4634197/187232.89e-077.03e-0681
GO:004346712LiverCirrhoticregulation of generation of precursor metabolites and energy58/4634130/187235.81e-071.28e-0558
GO:00108216LiverCirrhoticregulation of mitochondrion organization62/4634144/187231.09e-062.22e-0562
GO:00106397LiverCirrhoticnegative regulation of organelle organization124/4634348/187233.20e-065.60e-05124
GO:00086377LiverCirrhoticapoptotic mitochondrial changes47/4634107/187231.10e-051.57e-0447
GO:00109507LiverCirrhoticpositive regulation of endopeptidase activity70/4634179/187231.42e-051.97e-0470
GO:001087611LiverCirrhoticlipid localization147/4634448/187236.24e-057.12e-04147
GO:000686911LiverCirrhoticlipid transport128/4634398/187234.54e-043.69e-03128
GO:00434574LiverCirrhoticregulation of cellular respiration23/463449/187236.06e-044.67e-0323
GO:00108236LiverCirrhoticnegative regulation of mitochondrion organization22/463449/187231.64e-031.05e-0222
GO:00518815LiverCirrhoticregulation of mitochondrial membrane potential30/463474/187231.97e-031.23e-0230
GO:19059521LiverCirrhoticregulation of lipid localization62/4634181/187232.53e-031.51e-0262
GO:01200091LiverCirrhoticintermembrane lipid transfer21/463448/187233.06e-031.73e-0221
GO:00018366LiverCirrhoticrelease of cytochrome c from mitochondria24/463459/187235.06e-032.62e-0224
GO:00323681LiverCirrhoticregulation of lipid transport51/4634149/187235.85e-032.93e-0251
GO:19059541LiverCirrhoticpositive regulation of lipid localization39/4634110/187237.76e-033.65e-0239
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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
PRELID1SNVMissense_Mutationrs758980479c.514N>Ap.Glu172Lysp.E172KQ9Y255protein_codingtolerated(0.25)benign(0.013)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PRELID1SNVMissense_Mutationc.197C>Tp.Ala66Valp.A66VQ9Y255protein_codingdeleterious(0.01)possibly_damaging(0.733)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PRELID1SNVMissense_Mutationc.610N>Ap.Ala204Thrp.A204TQ9Y255protein_codingdeleterious(0.03)benign(0.001)TCGA-A5-A0VP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PRELID1SNVMissense_Mutationc.436N>Gp.Phe146Valp.F146VQ9Y255protein_codingdeleterious(0)possibly_damaging(0.781)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PRELID1SNVMissense_Mutationrs758358635c.383G>Ap.Arg128Glnp.R128QQ9Y255protein_codingtolerated(0.08)probably_damaging(0.989)TCGA-KR-A7K0-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownSD
PRELID1SNVMissense_Mutationnovelc.413G>Cp.Gly138Alap.G138AQ9Y255protein_codingdeleterious(0)probably_damaging(0.992)TCGA-ZS-A9CE-01Liverliver hepatocellular carcinomaFemale>=65I/IIUnknownUnknownPD
PRELID1SNVMissense_Mutationc.125G>Tp.Arg42Leup.R42LQ9Y255protein_codingtolerated(0.07)benign(0.396)TCGA-05-4396-01Lunglung adenocarcinomaMale>=65III/IVUnknownUnknownSD
PRELID1SNVMissense_Mutationnovelc.481G>Tp.Gly161Cysp.G161CQ9Y255protein_codingdeleterious(0)probably_damaging(1)TCGA-21-1080-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
PRELID1SNVMissense_Mutationc.594G>Cp.Glu198Aspp.E198DQ9Y255protein_codingdeleterious(0.03)probably_damaging(0.935)TCGA-34-5929-01Lunglung squamous cell carcinomaFemale>=65I/IIUnknownUnknownSD
PRELID1SNVMissense_Mutationnovelc.380G>Tp.Arg127Leup.R127LQ9Y255protein_codingtolerated(0.1)benign(0.049)TCGA-CQ-6228-01Oral cavityhead & neck squamous cell carcinomaFemale>=65I/IIUnknownUnknownPD
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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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