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: MPHOSPH8

Gene summary for MPHOSPH8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MPHOSPH8

Gene ID

54737

Gene nameM-phase phosphoprotein 8
Gene AliasHSMPP8
Cytomap13q12.11
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q99549


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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
54737MPHOSPH8EEC-subject1HumanEndometriumEEC6.37e-13-2.11e-01-0.2682
54737MPHOSPH8EEC-subject2HumanEndometriumEEC3.07e-105.21e-02-0.2607
54737MPHOSPH8EEC-subject3HumanEndometriumEEC1.05e-31-4.58e-01-0.2525
54737MPHOSPH8EEC-subject4HumanEndometriumEEC2.47e-04-5.81e-02-0.2571
54737MPHOSPH8EEC-subject5HumanEndometriumEEC3.15e-03-1.80e-01-0.249
54737MPHOSPH8GSM5276934HumanEndometriumEEC1.50e-17-4.18e-01-0.0913
54737MPHOSPH8GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.42e-27-3.92e-01-0.1869
54737MPHOSPH8GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC5.84e-26-4.05e-01-0.1875
54737MPHOSPH8GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC2.49e-33-4.10e-01-0.1883
54737MPHOSPH8GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC9.14e-31-2.11e-01-0.1934
54737MPHOSPH8GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC5.04e-48-3.67e-01-0.1917
54737MPHOSPH8GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC3.36e-44-4.19e-01-0.1916
54737MPHOSPH8GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC8.08e-20-4.30e-01-0.1269
54737MPHOSPH8LZE2DHumanEsophagusHGIN2.29e-032.57e-010.0642
54737MPHOSPH8LZE4THumanEsophagusESCC5.75e-155.78e-010.0811
54737MPHOSPH8LZE7THumanEsophagusESCC7.60e-033.05e-010.0667
54737MPHOSPH8LZE8THumanEsophagusESCC2.70e-081.97e-010.067
54737MPHOSPH8LZE20THumanEsophagusESCC1.75e-062.37e-020.0662
54737MPHOSPH8LZE22D1HumanEsophagusHGIN8.58e-091.14e-010.0595
54737MPHOSPH8LZE22THumanEsophagusESCC1.12e-058.72e-020.068
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
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:001603210CervixCCviral process109/2311415/187235.40e-156.46e-12109
GO:001905810CervixCCviral life cycle87/2311317/187232.20e-131.20e-1087
GO:001907910CervixCCviral genome replication35/2311131/187236.11e-061.49e-0435
GO:00063257CervixCCchromatin organization78/2311409/187235.40e-058.02e-0478
GO:005079210CervixCCregulation of viral process38/2311164/187238.12e-051.10e-0338
GO:190390010CervixCCregulation of viral life cycle33/2311148/187234.86e-044.76e-0333
GO:00485256CervixCCnegative regulation of viral process23/231192/187236.39e-045.97e-0323
GO:00510528CervixCCregulation of DNA metabolic process65/2311359/187239.25e-047.84e-0365
GO:00450698CervixCCregulation of viral genome replication21/231185/187231.27e-031.01e-0221
GO:00450714CervixCCnegative regulation of viral genome replication15/231156/187232.60e-031.80e-0215
GO:0016032ColorectumADviral process168/3918415/187234.67e-203.66e-17168
GO:0019058ColorectumADviral life cycle119/3918317/187236.18e-128.23e-10119
GO:0051052ColorectumADregulation of DNA metabolic process116/3918359/187232.47e-071.00e-05116
GO:0019079ColorectumADviral genome replication51/3918131/187231.83e-065.51e-0551
GO:0050792ColorectumADregulation of viral process59/3918164/187235.95e-061.52e-0459
GO:2001252ColorectumADpositive regulation of chromosome organization35/391882/187236.90e-061.72e-0435
GO:0006325ColorectumADchromatin organization119/3918409/187234.85e-058.33e-04119
GO:1903900ColorectumADregulation of viral life cycle51/3918148/187239.01e-051.38e-0351
GO:0033044ColorectumADregulation of chromosome organization60/3918187/187232.25e-042.94e-0360
GO:0045069ColorectumADregulation of viral genome replication32/391885/187232.97e-043.60e-0332
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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
MPHOSPH8SNVMissense_Mutationc.1802N>Tp.Gly601Valp.G601VQ99549protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
MPHOSPH8SNVMissense_Mutationc.718N>Tp.Thr240Serp.T240SQ99549protein_codingtolerated_low_confidence(0.17)benign(0.057)TCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MPHOSPH8SNVMissense_Mutationc.1691N>Ap.Ala564Glup.A564EQ99549protein_codingtolerated(0.44)benign(0.015)TCGA-BH-A0AW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
MPHOSPH8SNVMissense_Mutationnovelc.742N>Ap.Glu248Lysp.E248KQ99549protein_codingdeleterious_low_confidence(0)benign(0.033)TCGA-C8-A3M7-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
MPHOSPH8SNVMissense_Mutationc.1973C>Tp.Ala658Valp.A658VQ99549protein_codingdeleterious(0.05)probably_damaging(0.984)TCGA-D8-A1JT-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MPHOSPH8SNVMissense_Mutationrs745974518c.1567N>Ap.Glu523Lysp.E523KQ99549protein_codingtolerated(0.13)benign(0.046)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MPHOSPH8SNVMissense_Mutationc.2062G>Cp.Glu688Glnp.E688QQ99549protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MPHOSPH8SNVMissense_Mutationnovelc.625N>Ap.Glu209Lysp.E209KQ99549protein_codingdeleterious_low_confidence(0)benign(0.03)TCGA-VS-A950-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
MPHOSPH8SNVMissense_Mutationnovelc.2281N>Cp.Asp761Hisp.D761HQ99549protein_codingdeleterious(0)probably_damaging(0.999)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
MPHOSPH8SNVMissense_Mutationnovelc.1927G>Cp.Glu643Glnp.E643QQ99549protein_codingtolerated(0.06)probably_damaging(0.994)TCGA-VS-A9V3-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
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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
54737MPHOSPH8NASB-224289SB-224289
54737MPHOSPH8NABAY-11-7085BAY-11-7085
54737MPHOSPH8NAPROCHLORPERAZINEPROCHLORPERAZINE
54737MPHOSPH8NANORDIHYDROGUAIARETIC ACIDNORDIHYDROGUAIARETIC ACID
54737MPHOSPH8NATYRPHOSTIN AG 879TYRPHOSTIN AG 879
54737MPHOSPH8NAEBSELENEBSELEN
54737MPHOSPH8NAINDIRUBIN SULFATESU-9516
54737MPHOSPH8NABENSERAZIDE HYDROCHLORIDEBENSERAZIDE HYDROCHLORIDE
54737MPHOSPH8NATAMOXIFEN CITRATETAMOXIFEN CITRATE
54737MPHOSPH8NAPICEATANNOLPICEATANNOL
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