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: MPP1

Gene summary for MPP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MPP1

Gene ID

4354

Gene namemembrane palmitoylated protein 1
Gene AliasAAG12
CytomapXq28
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

B4E325


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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
4354MPP1LZE4THumanEsophagusESCC4.39e-031.71e-010.0811
4354MPP1LZE7THumanEsophagusESCC1.67e-022.02e-010.0667
4354MPP1P2T-EHumanEsophagusESCC1.64e-152.62e-010.1177
4354MPP1P9T-EHumanEsophagusESCC1.80e-021.37e-010.1131
4354MPP1P10T-EHumanEsophagusESCC1.19e-091.78e-010.116
4354MPP1P11T-EHumanEsophagusESCC1.09e-052.40e-010.1426
4354MPP1P22T-EHumanEsophagusESCC5.10e-578.91e-010.1236
4354MPP1P23T-EHumanEsophagusESCC1.37e-031.30e-010.108
4354MPP1P24T-EHumanEsophagusESCC1.34e-024.59e-020.1287
4354MPP1P26T-EHumanEsophagusESCC2.37e-021.27e-010.1276
4354MPP1P28T-EHumanEsophagusESCC1.07e-029.66e-020.1149
4354MPP1P32T-EHumanEsophagusESCC6.02e-041.39e-010.1666
4354MPP1P47T-EHumanEsophagusESCC2.73e-027.80e-020.1067
4354MPP1P52T-EHumanEsophagusESCC9.38e-092.09e-010.1555
4354MPP1P76T-EHumanEsophagusESCC7.96e-082.26e-010.1207
4354MPP1P80T-EHumanEsophagusESCC6.58e-092.70e-010.155
4354MPP1P89T-EHumanEsophagusESCC4.23e-042.86e-010.1752
4354MPP1P91T-EHumanEsophagusESCC1.43e-057.05e-010.1828
4354MPP1P107T-EHumanEsophagusESCC1.06e-082.11e-010.171
4354MPP1cirrhotic1HumanLiverCirrhotic2.44e-029.63e-020.0202
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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
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
∗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:0006753110EsophagusESCCnucleoside phosphate metabolic process288/8552497/187231.80e-083.50e-07288
GO:0019693111EsophagusESCCribose phosphate metabolic process234/8552396/187234.24e-087.76e-07234
GO:0009117111EsophagusESCCnucleotide metabolic process282/8552489/187234.70e-088.50e-07282
GO:0009259111EsophagusESCCribonucleotide metabolic process224/8552385/187234.41e-076.00e-06224
GO:0072521111EsophagusESCCpurine-containing compound metabolic process238/8552416/187231.20e-061.49e-05238
GO:0009150111EsophagusESCCpurine ribonucleotide metabolic process213/8552368/187231.40e-061.69e-05213
GO:0006163111EsophagusESCCpurine nucleotide metabolic process226/8552396/187232.81e-063.21e-05226
GO:000913219EsophagusESCCnucleoside diphosphate metabolic process77/8552124/187231.65e-041.09e-0377
GO:000918520EsophagusESCCribonucleoside diphosphate metabolic process66/8552106/187234.21e-042.39e-0366
GO:00091234EsophagusESCCnucleoside monophosphate metabolic process49/855276/187237.30e-043.80e-0349
GO:000913520EsophagusESCCpurine nucleoside diphosphate metabolic process63/8552103/187231.10e-035.52e-0363
GO:000917920EsophagusESCCpurine ribonucleoside diphosphate metabolic process63/8552103/187231.10e-035.52e-0363
GO:00091615EsophagusESCCribonucleoside monophosphate metabolic process38/855258/187231.81e-038.32e-0338
GO:00091269EsophagusESCCpurine nucleoside monophosphate metabolic process30/855244/187232.14e-039.54e-0330
GO:000268515EsophagusESCCregulation of leukocyte migration114/8552210/187237.26e-032.63e-02114
GO:00091678EsophagusESCCpurine ribonucleoside monophosphate metabolic process27/855241/187237.31e-032.63e-0227
GO:000675312LiverCirrhoticnucleoside phosphate metabolic process190/4634497/187231.10e-116.96e-10190
GO:000911712LiverCirrhoticnucleotide metabolic process187/4634489/187231.55e-119.63e-10187
GO:001969312LiverCirrhoticribose phosphate metabolic process156/4634396/187235.83e-113.23e-09156
GO:000925912LiverCirrhoticribonucleotide metabolic process151/4634385/187231.72e-108.70e-09151
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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
MPP1SNVMissense_Mutationc.39N>Ap.Ser13Argp.S13RQ00013protein_codingdeleterious_low_confidence(0)benign(0.134)TCGA-A2-A3XT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamidePR
MPP1SNVMissense_Mutationc.1061N>Gp.Tyr354Cysp.Y354CQ00013protein_codingdeleterious(0)probably_damaging(0.919)TCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MPP1SNVMissense_Mutationnovelc.617N>Tp.Arg206Leup.R206LQ00013protein_codingtolerated(0.05)benign(0.05)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MPP1SNVMissense_Mutationrs782458500c.1364N>Ap.Ser455Asnp.S455NQ00013protein_codingtolerated(0.1)benign(0.012)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
MPP1SNVMissense_Mutationnovelc.1238N>Gp.Gln413Argp.Q413RQ00013protein_codingtolerated(0.31)benign(0.021)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
MPP1SNVMissense_Mutationc.843N>Cp.Lys281Asnp.K281NQ00013protein_codingtolerated(0.1)benign(0.071)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MPP1insertionNonsense_Mutationnovelc.331_332insCTTTCCTCAATGGAGAACATAGTGACGACAGGAGTAGAGAATGAATp.Leu111ProfsTer15p.L111Pfs*15Q00013protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
MPP1SNVMissense_Mutationnovelc.1079N>Ap.Gly360Aspp.G360DQ00013protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MPP1SNVMissense_Mutationnovelc.146N>Tp.Thr49Ilep.T49IQ00013protein_codingtolerated(0.12)benign(0.313)TCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
MPP1SNVMissense_Mutationrs782396777c.1198A>Gp.Ile400Valp.I400VQ00013protein_codingtolerated(0.09)benign(0.024)TCGA-VS-A8QM-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
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