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: PLAC1

Gene summary for PLAC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLAC1

Gene ID

10761

Gene nameplacenta enriched 1
Gene AliasCT92
CytomapXq26.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9HBJ0


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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
10761PLAC1LZE24THumanEsophagusESCC2.58e-185.12e-010.0596
10761PLAC1P8T-EHumanEsophagusESCC2.05e-072.53e-010.0889
10761PLAC1P12T-EHumanEsophagusESCC1.15e-458.05e-010.1122
10761PLAC1P23T-EHumanEsophagusESCC2.89e-029.57e-020.108
10761PLAC1P26T-EHumanEsophagusESCC5.88e-355.98e-010.1276
10761PLAC1P27T-EHumanEsophagusESCC7.98e-132.55e-010.1055
10761PLAC1P37T-EHumanEsophagusESCC2.88e-041.24e-010.1371
10761PLAC1P38T-EHumanEsophagusESCC3.67e-052.63e-010.127
10761PLAC1P49T-EHumanEsophagusESCC5.23e-147.68e-010.1768
10761PLAC1P54T-EHumanEsophagusESCC7.31e-072.04e-010.0975
10761PLAC1P65T-EHumanEsophagusESCC1.06e-021.05e-010.0978
10761PLAC1P74T-EHumanEsophagusESCC1.08e-194.35e-010.1479
10761PLAC1P80T-EHumanEsophagusESCC7.90e-041.42e-010.155
10761PLAC1P89T-EHumanEsophagusESCC5.72e-074.15e-010.1752
10761PLAC1P127T-EHumanEsophagusESCC1.65e-031.12e-010.0826
10761PLAC1P128T-EHumanEsophagusESCC1.04e-072.59e-010.1241
10761PLAC1P130T-EHumanEsophagusESCC1.66e-029.25e-020.1676
10761PLAC1C04HumanOral cavityOSCC9.09e-261.01e+000.2633
10761PLAC1C21HumanOral cavityOSCC7.87e-132.98e-010.2678
10761PLAC1C30HumanOral cavityOSCC8.42e-145.71e-010.3055
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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
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
∗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:0001890110EsophagusESCCplacenta development98/8552144/187234.46e-088.11e-0798
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:000189017Oral cavityOSCCplacenta development87/7305144/187231.54e-072.56e-0687
GO:006145817Oral cavityOSCCreproductive system development217/7305427/187233.75e-075.63e-06217
GO:004860816Oral cavityOSCCreproductive structure development214/7305424/187238.58e-071.18e-05214
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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
PLAC1SNVMissense_Mutationnovelc.265N>Gp.Gln89Glup.Q89EQ9HBJ0protein_codingtolerated(0.74)benign(0.005)TCGA-AR-A2LH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
PLAC1SNVMissense_Mutationrs151135038c.58N>Ap.Gly20Serp.G20SQ9HBJ0protein_codingtolerated(0.18)benign(0)TCGA-LL-A50Y-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexCR
PLAC1SNVMissense_Mutationnovelc.367N>Cp.Trp123Argp.W123RQ9HBJ0protein_codingdeleterious(0)probably_damaging(0.932)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PLAC1SNVMissense_Mutationnovelc.390G>Ap.Met130Ilep.M130IQ9HBJ0protein_codingtolerated(0.32)benign(0.005)TCGA-VS-A8EH-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
PLAC1SNVMissense_Mutationnovelc.586N>Cp.Asp196Hisp.D196HQ9HBJ0protein_codingtolerated(0.08)possibly_damaging(0.661)TCGA-ZJ-AAXJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PLAC1SNVMissense_Mutationc.124N>Gp.Phe42Valp.F42VQ9HBJ0protein_codingtolerated(0.05)benign(0.23)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
PLAC1SNVMissense_Mutationrs201999132c.146N>Ap.Cys49Tyrp.C49YQ9HBJ0protein_codingtolerated(1)benign(0)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PLAC1SNVMissense_Mutationnovelc.467N>Cp.Ser156Thrp.S156TQ9HBJ0protein_codingtolerated(0.14)benign(0.013)TCGA-AP-A0L9-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PLAC1SNVMissense_Mutationnovelc.494N>Ap.Pro165Hisp.P165HQ9HBJ0protein_codingdeleterious(0)probably_damaging(0.976)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PLAC1SNVMissense_Mutationnovelc.205N>Tp.His69Tyrp.H69YQ9HBJ0protein_codingtolerated(0.67)benign(0.015)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
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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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