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1.
PLoS One ; 10(3): e0120352, 2015.
Article in English | MEDLINE | ID: mdl-25781952

ABSTRACT

Alzheimer's disease (AD) is a complex multifactorial disorder with poorly characterized pathogenesis. Our understanding of this disease would thus benefit from an approach that addresses this complexity by elucidating the regulatory networks that are dysregulated in the neural compartment of AD patients, across distinct brain regions. Here, we use a Systems Biology (SB) approach, which has been highly successful in the dissection of cancer related phenotypes, to reverse engineer the transcriptional regulation layer of human neuronal cells and interrogate it to infer candidate Master Regulators (MRs) responsible for disease progression. Analysis of gene expression profiles from laser-captured neurons from AD and controls subjects, using the Algorithm for the Reconstruction of Accurate Cellular Networks (ARACNe), yielded an interactome consisting of 488,353 transcription-factor/target interactions. Interrogation of this interactome, using the Master Regulator INference algorithm (MARINa), identified an unbiased set of candidate MRs causally responsible for regulating the transcriptional signature of AD progression. Experimental assays in autopsy-derived human brain tissue showed that three of the top candidate MRs (YY1, p300 and ZMYM3) are indeed biochemically and histopathologically dysregulated in AD brains compared to controls. Our results additionally implicate p53 and loss of acetylation homeostasis in the neurodegenerative process. This study suggests that an integrative, SB approach can be applied to AD and other neurodegenerative diseases, and provide significant novel insight on the disease progression.


Subject(s)
Alzheimer Disease/metabolism , Gene Expression Regulation , Gene Regulatory Networks , Nerve Tissue Proteins/metabolism , Alzheimer Disease/genetics , Alzheimer Disease/pathology , Animals , Humans , Nerve Tissue Proteins/genetics , Rats
2.
Neurotherapeutics ; 12(1): 126-31, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25608936

ABSTRACT

In the articles included in this volume, one feels a strong frustration among the writers with the slow course of therapeutics development for Alzheimer's disease and with the clinical failure of targeted therapeutic agents despite substantial progress in our understanding of the biology and biochemistry of the disease.


Subject(s)
Alzheimer Disease/drug therapy , Drug Discovery/methods , Systems Analysis , Animals , Humans
3.
PLoS One ; 9(1): e84547, 2014.
Article in English | MEDLINE | ID: mdl-24416243

ABSTRACT

Presenilin 1 (PSEN1) encodes the catalytic subunit of γ-secretase, and PSEN1 mutations are the most common cause of early onset familial Alzheimer's disease (FAD). In order to elucidate pathways downstream of PSEN1, we characterized neural progenitor cells (NPCs) derived from FAD mutant PSEN1 subjects. Thus, we generated induced pluripotent stem cells (iPSCs) from affected and unaffected individuals from two families carrying PSEN1 mutations. PSEN1 mutant fibroblasts, and NPCs produced greater ratios of Aß42 to Aß40 relative to their control counterparts, with the elevated ratio even more apparent in PSEN1 NPCs than in fibroblasts. Molecular profiling identified 14 genes differentially-regulated in PSEN1 NPCs relative to control NPCs. Five of these targets showed differential expression in late onset AD/Intermediate AD pathology brains. Therefore, in our PSEN1 iPSC model, we have reconstituted an essential feature in the molecular pathogenesis of FAD, increased generation of Aß42/40, and have characterized novel expression changes.


Subject(s)
Alzheimer Disease/pathology , Induced Pluripotent Stem Cells/metabolism , Neural Stem Cells/metabolism , Presenilin-1/metabolism , Adaptor Proteins, Signal Transducing/genetics , Amyloid beta-Peptides/biosynthesis , Animals , Apolipoproteins E/genetics , Apoptosis Regulatory Proteins , Base Sequence , Brain/cytology , Brain/pathology , Cell Differentiation , Cell Line , Eye Proteins/genetics , Gene Expression Profiling , Gene Expression Regulation , Genotype , Humans , Mutation , Nerve Tissue Proteins/genetics , Neurons/cytology , Neurons/pathology , Peptide Fragments/biosynthesis , Presenilin-1/genetics , Rats , Suppressor of Cytokine Signaling Proteins/genetics
4.
Biochim Biophys Acta ; 1798(12): 2231-9, 2010 Dec.
Article in English | MEDLINE | ID: mdl-20152795

ABSTRACT

Although cell-penetrating peptides are widely used as molecular devices to cross membranes and transport molecules or nanoparticles inside cells, the underlying internalization mechanism for such behavior is still studied and discussed. One of the reasons for such a debate is the wide panel of chemically different cell-penetrating peptides or cargo that is used. Indeed the intrinsic physico-chemical properties of CPP and conjugates strongly affect the cell membrane recognition and therefore the internalization pathways. Altogether, the mechanisms described so far should be shared between two general pathways: endocytosis and direct translocation. As it is established now that one cell-penetrating peptide can internalize at the same time by these two different pathways, the balance between the two pathways relies on the binding of the cell-penetrating peptide or conjugate to specific cell membrane components (carbohydrates, lipids). Like endocytosis which includes clathrin- and caveolae-dependent processes and macropinocytosis, different translocation mechanisms could co-exist, an idea that emerges from recent studies. In this review, we will focus solely on penetratin membrane interactions and internalization mechanisms.


Subject(s)
Carrier Proteins/chemistry , Cell Membrane/chemistry , Cell-Penetrating Peptides/chemistry , Animals , Carrier Proteins/metabolism , Carrier Proteins/pharmacology , Cell Membrane/metabolism , Cell-Penetrating Peptides/metabolism , Cell-Penetrating Peptides/pharmacology , Endocytosis/drug effects , Humans , Protein Transport/drug effects
5.
Biochim Biophys Acta ; 1798(12): 2182-9, 2010 Dec.
Article in English | MEDLINE | ID: mdl-19932680

ABSTRACT

This review summarizes the contribution of MALDI-TOF mass spectrometry in the study of cell-penetrating peptide (CPP) internalization in eukaryote cells. This technique was used to measure the efficiency of cell-penetrating peptide cellular uptake and cargo delivery and to analyze carrier and cargo intracellular degradation. The impact of thiol-containing membrane proteins on the internalization of CPP-cargo disulfide conjugates was also evaluated by combining MALDI-TOF MS with simple thiol-specific reactions. This highlighted the formation of cross-linked species to cell-surface proteins that either remained trapped in the cell membrane or led to intracellular delivery. MALDI-TOF MS is thus a powerful tool to dissect CPP internalization mechanisms.


Subject(s)
Cell Membrane/chemistry , Cell-Penetrating Peptides/analysis , Membrane Proteins/analysis , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Animals , Cell Membrane/metabolism , Cell-Penetrating Peptides/chemistry , Cell-Penetrating Peptides/metabolism , Cell-Penetrating Peptides/pharmacology , Cross-Linking Reagents/analysis , Cross-Linking Reagents/chemistry , Humans , Membrane Proteins/chemistry , Membrane Proteins/metabolism , Sulfhydryl Compounds/metabolism
6.
FASEB J ; 23(9): 2956-67, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19403512

ABSTRACT

Cell-penetrating peptides (CPPs) can cross the cell membrane and are widely used to deliver bioactive cargoes inside cells. The cargo and the CPP are often conjugated through a disulfide bridge with the common acceptation that this linker is stable in the extracellular biological medium and should not perturb the internalization process. However, with the use of thiol-specific reagents combined with mass spectrometry (as a quantitative method to measure intracellular concentrations of peptides) and confocal microscopy (as a qualitative method to visualize internalized peptides) analyses, we could show that, depending on the peptide sequence, thiol/disulfide exchange reactions could happen at the cell surface. These exchange reactions lead to the reduction of disulfide conjugates. In addition, it was observed that not only disulfide- but also thiol-containing peptides could cross-react with cell-surface thiols. The peptides cross-linked by thiol-containing membrane proteins were either trapped in the membrane or further internalized. Therefore, a new route of cellular uptake was unveiled that is not restricted to CPPs: a protein kinase C peptide inhibitor that is not cell permeant could cross cell membranes when an activated cysteine (with a 3-nitro-2-pyridinesulfenyl moiety) was introduced in its sequence.


Subject(s)
Cell Membrane Permeability , Cell Membrane/metabolism , Peptides/pharmacokinetics , Sulfhydryl Compounds/metabolism , Amino Acid Sequence , Animals , CHO Cells , Cell Membrane/chemistry , Cricetinae , Cricetulus , Disulfides/chemistry , Disulfides/pharmacokinetics , Drug Carriers , Mass Spectrometry , Microscopy, Confocal , Peptides/chemical synthesis , Sulfhydryl Compounds/chemistry
7.
Biochim Biophys Acta ; 1780(7-8): 948-59, 2008.
Article in English | MEDLINE | ID: mdl-18498774

ABSTRACT

Independently from the cell penetrating peptide uptake mechanism (endocytic or not), the interaction of the peptide with the lipid bilayer remains a common issue that needs further investigation. The cell penetrating or antimicrobial properties of exogenous peptides require probably different preliminary interactions with the plasma membrane. Herein, we have employed (31)P NMR, differential scanning calorimetry and CD to study the membrane interaction and perturbation mechanisms of two basic peptides with similar length but distinct charge distribution, penetratin (non-amphipathic) and RL16, a secondary amphipathic peptide. The peptide effects on the thermotropic phase behavior of large multilamellar vesicles of dimyristoylphosphatidylcholine (DMPC), dimyristoylphosphatidylglycerol (DMPG) and dipalmitoleoyl phosphatidylethanolamine (DiPoPE) were investigated. We have found that, even though both peptides are cationic, their interaction with zwitterionic versus anionic lipids is markedly distinct. Penetratin greatly affects the temperature, enthalpy and cooperativity of DMPG main phase transition but does not affect those of DMPC while RL16 presents opposite effects. Additionally, it was found that penetratin induces a negative curvature whereas RL16 induces a positive one, since a decrease in the fluid lamellar to inverted hexagonal phase transition temperature of DiPoPE (T(H)) was observed for penetratin and an increase for RL16. Contrary to penetratin, (31)P NMR of samples containing DMPC MLVs and RL16 shows an isotropic signal indicative of the formation of small vesicles, concomitant with a great decrease in sample turbidity both below and at the phase transition temperature. Opposite effects were also observed on DMPG where both peptides provoke strong aggregation and precipitation. Both CPPs adopt helical structures when contacting with anionic lipids, and possess a dual behavior by either presenting their cationic or hydrophobic domains towards the phospholipid face, depending on the lipid nature (anionic vs zwitterionic, respectively). Surprisingly, the increase of electrostatic interactions at the water membrane interface prevents the insertion of RL16 hydrophobic region in the bilayer, but is essential for the interaction of penetratin. Modulation of amphipathic profiles and charge distribution of CPPs can alter the balance of hydrophobic and electrostatic membrane interaction leading to translocation or and membrane permeabilisation. Penetratin has a relative pure CPP behavior whereas RL16 presents mixed CPP/AMP properties. A better understanding of those processes is essential to unveil their cell translocation mechanism.


Subject(s)
Antimicrobial Cationic Peptides/pharmacology , Carrier Proteins/chemistry , Cell Membrane/chemistry , Peptides/chemistry , Animals , Bacillus megaterium/drug effects , CHO Cells , Calorimetry, Differential Scanning , Carrier Proteins/metabolism , Cell Membrane/metabolism , Cell-Penetrating Peptides , Circular Dichroism , Cricetinae , Cricetulus , Dimyristoylphosphatidylcholine/chemistry , Dose-Response Relationship, Drug , Erythrocytes/drug effects , Ethanolamines/chemistry , Fatty Acids, Unsaturated/chemistry , Humans , Klebsiella pneumoniae/drug effects , Liposomes , Microbial Sensitivity Tests , Models, Chemical , Nuclear Magnetic Resonance, Biomolecular , Peptides/metabolism , Phosphatidylglycerols/chemistry , Phosphorus Isotopes/metabolism , Staphylococcus aureus/drug effects , Temperature , Thermodynamics
8.
Anal Chem ; 79(5): 1932-8, 2007 Mar 01.
Article in English | MEDLINE | ID: mdl-17260976

ABSTRACT

We have designed a mass stable reporter (msr) tag with m/z over 500, trifluoroacetyl(alpha,alpha-diethyl)Gly-Lys(Nepsilonbiotin)-(D)Lys-Cys, for the quantification of the uptake and study of the degradation processes of cell-penetrating peptides (CPP), by matrix assisted laser desorption/ionization time-of-flight (MALDI-TOF) mass spectrometry. This tag was found stable in cell lysis conditions. Using a quantitative MALDI-TOF mass spectrometry analysis based method, an accurate tracking of a new CPP and of its degradation products could be done. (1) The new msr(W/R) nonapeptide (H-RRWWRRWRR-NH2) enters chinese hamster ovary (CHO) K1 cells with a kinetic reaching a steady state after 30-60 min of incubation. This plateau was stable for 4 h and decreased slowly afterward. (2) The peptide msr(W/R) nonapeptide was not cytotoxic over 48 h incubation with CHO cells. (3) After 1 h incubation, the msr(W/R) nonapeptide accumulated with a 3-fold higher concentration than the extracellularly added concentration (7.5 microM). (4) The intracellular quantification was accurate with less than 3% of the quantified peptide being potentially membrane-bound. (5) There was no leakage of the full-length CPP outside the cells. And, finally, (6) analysis of the degradation process of this new CPP suggests that the peptide did not traffick to lysosomes.


Subject(s)
Biotin/analogs & derivatives , Oligopeptides/chemistry , Oligopeptides/metabolism , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Animals , Biotin/chemistry , Biotin/metabolism , CHO Cells , Cell Membrane/chemistry , Cell Membrane/drug effects , Cell Membrane/metabolism , Cells, Cultured , Cricetinae , Cricetulus , Lysosomes/enzymology , Oligopeptides/analysis , Potassium/pharmacology , Protein Transport
9.
J Soc Biol ; 200(3): 213-9, 2006.
Article in French | MEDLINE | ID: mdl-17417135

ABSTRACT

Trojan peptides or cell-penetrating peptides (CPP) are natural or designed peptides identified as cellular membrane-crossing molecules, in particular through their potency to vehiculate various kinds of compounds to the cytoplasm and nucleus of living cells. The indirect methods used so far to detect these peptides in cells led to controversial hypotheses on the mechanism of their cell entry. Therefore, we have developed a MALDI-TOF mass spectrometry-based quantification method to track these peptides inside cells. This new method is presented in this review.


Subject(s)
Peptides/metabolism , Protein Transport , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Active Transport, Cell Nucleus , Amino Acid Sequence , Animals , CHO Cells/chemistry , Carrier Proteins/analysis , Cell Membrane/metabolism , Cell Membrane Permeability , Cell Nucleus/metabolism , Cell-Penetrating Peptides , Cricetinae , Cricetulus , Cytoplasm/metabolism , Gene Products, tat/analysis , Gene Products, tat/metabolism , Gene Products, tat/pharmacology , Molecular Sequence Data , Peptide Fragments/analysis , Peptide Fragments/metabolism , Peptide Fragments/pharmacology , Peptide Hydrolases/metabolism , Peptides/analysis , tat Gene Products, Human Immunodeficiency Virus
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