SARS-CoV-2 and HSV-1 Induce Amyloid Aggregation in Human CSF Resulting in Drastic Soluble Protein Depletion
The corona virus (SARS-CoV-2) pandemic and the resulting long-term neurological complications in patients, known as long COVID, have renewed interest in the correlation between viral infections and neurodegenerative brain disorders. While many viruses can reach the central nervous system (CNS) causing acute or chronic infections (such as herpes simplex virus 1, HSV-1), the lack of a clear mechanistic link between viruses and protein aggregation into amyloids, a characteristic of several neurodegenerative diseases, has rendered such a connection elusive. Recently, we showed that viruses can induce aggregation of purified amyloidogenic proteins via the direct physicochemical mechanism of heterogeneous nucleation (HEN). In the current study, we show that the incubation of HSV-1 and SARS-CoV-2 with human cerebrospinal fluid (CSF) leads to the amyloid aggregation of several proteins known to be involved in neurodegenerative diseases, such as APLP1 (amyloid β precursor like protein 1), ApoE, clusterin, α2-macroglobulin, PGK-1 (phosphoglycerate kinase 1), ceruloplasmin, nucleolin, 14-3-3, transthyretin, and vitronectin. Importantly, UV-inactivation of SARS-CoV-2 does not affect its ability to induce amyloid aggregation, as amyloid formation is dependent on viral surface catalysis via HEN and not its ability to replicate. Additionally, viral amyloid induction led to a dramatic drop in the soluble protein concentration in the CSF. Our results show that viruses can physically induce amyloid aggregation of proteins in human CSF and result in soluble protein depletion, thus providing a potential mechanism that may account for the association between persistent and latent/reactivating brain infections and neurodegenerative diseases.
L-DOPA Promotes Functional Proliferation Through GPR143, Specific L-DOPA Receptor of Astrocytes
l-3,4-Dihydroxyphenylalanine (levodopa and L-DOPA in this text), alongside dopamine, boasts high biocompatibility, prompting industrial demand for its use as a coating material. Indeed, the effectiveness of L-DOPA is steadily rising as it serves as an oral therapeutic agent for neurodegenerative brain diseases, particularly Parkinson's disease (PD). However, the effects of L-DOPA on the growth and function of astrocytes, the main glial cells, and the most numerous glial cells in the brain, are unknown. Here, we investigated whether L-DOPA is possible as a coating material on cover glass and polystyrene for rat primary astrocytes. The coating state of L-DOPA on the cover glass and polystyrene was characterized by X-ray photoelectron spectroscopy (XPS) and static water contact angle (WCA). Interestingly, L-DOPA coated on the cover glass promoted the proliferation of astrocytes but not neurons. Furthermore, L-DOPA coated on the cover glass, as opposed to polystyrene, facilitated the proliferation of the astrocytes. The astrocytes grown on L-DOPA-coated cover glasses exhibited functional receptor-activated Ca transients through the activation of protease-activated receptor subtype 1 (PAR-1), recognized as an astrocytic functional marker. However, cover glass coated with 0, 500, 1000, 2000, and 4000 μg/mL L-DOPA maintained astrocyte viability, while supplementation with 500 and 1000 μM L-DOPA significantly decreased astrocyte viability. This suggests that treatments with free 500 and 1000 μM L-DOPA significantly reduced the number of astrocytes. Both Pimozide, an inhibitor of G protein-coupled receptor 143 (GPR143), also known as Ocular albinism type 1 (OA1), and CCG2046, an inhibitor of regulator of G protein signaling 4 (RGS4), reduced the viability of astrocytes on cover glass coated with L-DOPA compared to astrocytes on cover glass coated with poly-d-lysine (PDL). This suggests that L-DOPA promotes astrocyte proliferation through activation of the GPR143 signaling pathway. These findings imply that L-DOPA proliferates functional astrocytes through the activation of GPR143. These results are the first report that L-DOPA coating cover glass proliferates rat primary astrocytes with the activation of GPR143. The discovery that levodopa enhances cell adhesion can significantly influence research in multiple ways. It provides insights into cell behavior, disease mechanisms, and potential therapeutic applications in tissue engineering and regenerative medicine. Additionally, it offers opportunities to explore novel approaches for improving cell-based therapies and tissue regeneration. Overall, this finding opens up new avenues for research, with broad implications across various scientific fields.
Aromatic Amino Acid Hydroxylases as Off-Targets of Histone Deacetylase Inhibitors
The aromatic amino acid hydroxylases (AAAHs) phenylalanine hydroxylase, tyrosine hydroxylase, and tryptophan hydroxylases 1 and 2 are structurally related enzymes that contain an active site iron atom and depend on tetrahydrobiopterin (BH) as cosubstrate. Due to their important roles in synthesis of serotonin, dopamine, noradrenaline, and adrenaline and their involvement in cardiovascular, neurological, and endocrine disorders, AAAHs have been targeted by substrate analogs, iron chelators, and allosteric ligands. Phenylalanine hydroxylase is also off-target of the histone deacetylase (HDAC) inhibitor panobinostat. To systematically explore the binding of HDAC inhibitors to AAAHs, we screened a library of 307 HDAC inhibitors and structural analogs against tryptophan hydroxylase 1 using a fluorescence-based thermal stability assay, followed by activity assays. Selected hits were enzymatically tested against all four purified human AAAHs. Cellular thermal shift assay was performed for phenylalanine hydroxylase. We show that panobinostat and structurally related compounds such as TB57, which similarly to panobinostat also contains a cinnamoyl hydroxamate, bind to human AAAHs and inhibit these enzymes with high selectivity within the class (panobinostat inhibition (IC): phenylalanine hydroxylase (18 nM) > tyrosine hydroxylase (450 nM) > tryptophan hydroxylase 1 (1960 nM). This study shows that panobinostat and related hydroxamic acid type HDAC inhibitors inhibit all AAAHs at therapeutically relevant concentrations. Our results warrant further investigations of the off-target relevance of HDAC inhibitors intended for clinical use and provide directions for new dual HDAC/AAAH and selective AAAH inhibitors. These findings may also provide a new mechanistic link between regulation of histone modification, AAAH function, and monoaminergic neurotransmission.
Dexmedetomidine Attenuates Neuroinflammation-Mediated Hippocampal Neurogenesis Impairment in Sepsis-Associated Encephalopathy Mice through Central α2A-Adrenoceptor
Sepsis-associated encephalopathy (SAE), one of the common complications of sepsis, is associated with higher ICU mortality, prolonged hospitalization, and long-term cognitive decline. Sepsis can induce neuroinflammation, which negatively affects hippocampal neurogenesis. Dexmedetomidine has been shown to protect against SAE. However, the potential mechanism remains unclear. In this study, we added lipopolysaccharide (LPS)-stimulated astrocytes-conditioned media (LPS-CM) to neural stem cells (NSCs) culture, which were pretreated with dexmedetomidine in the presence or absence of the α2-adrenoceptor antagonist yohimbine or the α2A-adrenoceptor antagonist BRL-44408. LPS-CM impaired the neurogenesis of NSCs, characterized by decreased proliferation, enhanced gliogenesis, and declined viability. Dexmedetomidine alleviated LPS-CM-induced impairment of neurogenesis in a dose-dependent manner. Yohimbine, as well as BRL-44408, reversed the effects of dexmedetomidine. We established a mouse model of SAE via cecal ligation and perforation (CLP). CLP-induced astrocyte-related neuroinflammation and hippocampal neurogenesis deficits, accompanied by learning and memory decline, which were reversed by dexmedetomidine. The effect of dexmedetomidine was blocked by BRL-44408. Collectively, our findings support the conclusion that dexmedetomidine can protect against SAE, likely mediated by the combination of inhibiting neuroinflammation via the astrocytic α2A-adrenoceptor with attenuating neuroinflammation-induced hippocampal neurogenesis deficits via NSCs α2A-adrenoceptor.
LRRK2 Inhibitors as Promising Treatment for Parkinson's Disease
Parkinson's disease (PD) is one of the most prevalent neurodegenerative disorders, with current treatments offering only temporary symptomatic relief. There is an urgent need for the development of novel therapeutic approaches. Abnormal increases in LRRK2 kinase activity have been identified in both sporadic and familial PD patients, suggesting that inhibiting LRRK2 kinase activity presents a promising avenue for the pursuit of effective PD treatment strategies. In this Viewpoint, we discuss the exciting new insights regarding the development of LRRK2 kinase inhibitors as a treatment for Parkinson's disease.
Stereospecific Properties and Intracellular Transport of Novel Intrinsically Fluorescent Neurosteroids
Allopregnanolone (AlloP) is an example of neuroactive steroids (NAS), which is a potent allosteric activator of the γ-aminobutyric acid A (GABA) receptor. The mechanisms underlying the biological activity of AlloP and other NAS are only partially understood. Here, we present intrinsically fluorescent analogs of AlloP (MQ-323) and its 3β-epimer, epi-allopregnanolone (E-AlloP) (YX-11), and show, by a combination of spectroscopic and computational studies, that these analogs mimic the membrane properties of AlloP and E-AlloP very well. We found stereospecific differences in the orientation and dynamics of the NAS as well as in their impact on membrane permeability. However, all NAS are unable to condense the lipid bilayer, in stark contrast to cholesterol. Using Förster resonance energy transfer (FRET) and electrophysiological measurements, we show that MQ-323 but not YX-11 binds at the intersubunit site of the ELICαGABA receptor and potentiates GABA-induced receptor currents. In aqueous solvents, YX-11 forms aggregates at much lower concentrations than MQ-323, and loading both analogs onto cyclodextrin allows for their uptake by human astrocytes, where they become enriched in lipid droplets (LDs), as shown by quantitative fluorescence microscopy. Trafficking of the NAS analogs is stereospecific, as uptake and lipid droplet targeting is more pronounced for YX-11 compared to MQ-323. In summary, we present novel minimally modified analogs of AlloP and E-AlloP, which enable us to reveal stereospecific membrane properties, allosteric receptor activation, and intracellular transport of these neurosteroids. Our fluorescence design strategy will be very useful for the analysis of other NAS in the future.
Rimota-Gd: Paramagnetic Probe for In Vivo MRI Studies of the Cannabinoid 1 Receptor Distribution in the Mouse Brain
The cannabinoid 1 receptor (CB1) is highly expressed in the central nervous system, where its physiological functions include the regulation of energy balance, pain, and addiction. Herein, we develop and validate a technique to use magnetic resonance imaging (MRI) to investigate the distribution of CB1 across mouse brains with high spatial resolution, expanding previously described in vitro studies and in vivo studies with positron emission tomography (PET). To support the MRI investigations, we developed a ligand that is specific for in vivo neuroimaging of CB1. By chemically conjugating the CB1 antagonist rimonabant acid to a gadolinium chelator, we obtained the paramagnetic probe Rimota-Gd. The specificity of binding of rimonabant acid to CB1 and the relaxation enhancement by the paramagnetic gadolinium permit MRI-based localization of CB1. We used Rimota-Gd to investigate the spatial distribution of CB1 across the mouse brain and compared the results with an investigation using the PET radioligand [F]MK-9470. Rimota-Gd opens the door for in vivo MRI imaging of CB1 and provides a roadmap for the study of other receptors by whole-brain images with high spatial and temporal resolution.
Rational Design, Synthesis, and Evaluation of Rofecoxib-Based Photosensitizers for the NIR Imaging and Photo-Oxidization of Aβ Aggregates
The photo-oxidation of amyloid-β (Aβ) protein catalyzed by Aβ-targeting photosensitizers shows high potential in treating Alzheimer's disease (AD). Herein, we report the first example of photosensitizers based on the rofecoxib scaffold, in which rational introduction of the electron-absorbing pyridinium/quinolinium moiety to the skeleton of rofecoxib could not only extend the absorption and emission wavelengths but also increase the efficiency of singlet oxygen (O) production. The emission wavelengths of , , and are red-shifted to 860 nm, which might benefit the NIR imaging of Aβ aggregates with low photoscattering and autofluorescence. In addition, can identify Aβ plaques in brain sections of AD mice and detect abnormal viscosity environments, facilitating the pathological study of Alzheimer's disease. Most importantly, upon complexation with Aβ plaques, and could produce high singlet oxygen (O) under light irradiation, which can achieve the specific photo-oxidation of Aβ protein. Our optimized photosensitizers could change the conformation of β-rich Aβ protein and enhance its clearance through the lysosomal pathway, leading to the reduction of the Aβ-mediated neurotoxicity. All these excellent characteristics of our dual-functional photosensitizers for simultaneous imaging and photo-oxidation of Aβ aggregates suggest their promising prospects in pathological research in AD.
Deciphering the Monomeric and Dimeric Conformational Landscapes of the Full-Length TDP-43 and the Impact of the C-Terminal Domain
The aberrant aggregation of TAR DNA-binding protein 43 kDa (TDP-43) in cells leads to the pathogenesis of multiple fatal neurodegenerative diseases. Decoding the proposed initial transition between its functional dimeric and aggregation-prone monomeric states can potentially design a viable therapeutic strategy, which is presently limited by the lack of structural detail of the full-length TDP-43. To achieve a complete understanding of such a delicate phase space, we employed a multiscale simulation approach that unearths numerous crucial features, broadly summarized in two categories: (1) state-independent features that involve inherent chain collapsibility, rugged polymorphic landscape dictated by the terminal domains, high β-sheet propensity, structural integrity preserved by backbone-based intrachain hydrogen bonds and electrostatic forces, the prominence of the C-terminal domain in the intrachain cross-domain interfaces, and equal participation of hydrophobic and hydrophilic (charged and polar) residues in cross-domain interfaces; and (2) dimerization-modulated characteristics that encompass slower collapsing dynamics, restricted polymorphic landscape, the dominance of side chains in interchain hydrogen bonds, the appearance of the N-terminal domain in the dimer interface, and the prominence of hydrophilic (specifically polar) residues in interchain homo- and cross-domain interfaces. In our work, the ill-known C-terminal domain appears as the most crucial structure-dictating domain, which preferably populates a compact conformation with a high β-sheet propensity in its isolated state stabilized by intrabackbone hydrogen bonds, and these signatures are comparatively faded in its integrated form. Validation of our simulated observables by a complementary spectroscopic approach on multiple counts ensures the robustness of the computationally predicted features of the TDP-43 aggregation landscape.
Discovery of the First-in-Class Dual TSPO/Carbonic Anhydrase Modulators with Promising Neurotrophic Activity
In searching for putative new therapeutic strategies to treat neurodegenerative diseases, the mitochondrial 18 kDa translocator protein (TSPO) and cerebral isoforms of carbonic anhydrase (CA) were exploited as potential targets. Based on the structures of a class of highly affine and selective TSPO ligands and a class of CA activators, both developed by us in recent years, a small library of 2-phenylindole-based dual TSPO/CA modulators was developed, able to bind TSPO and activate CA VII in the low micromolar/submicromolar range. The interaction with the two targets was corroborated by computational studies. Biological investigation on human microglia C20 cells identified derivative as a promising lead compound worthy of future optimization due to its (i) lack of cytotoxicity, (ii) ability to stimulate TSPO steroidogenic function and activate CA VII, and (iii) ability to effectively upregulate gene expression of the brain-derived neurotrophic factor.
Emerging Frontiers in Conformational Exploration of Disordered Proteins: Integrating Autoencoder and Molecular Simulations
Intrinsically disordered proteins (IDPs) are closely associated with a number of neurodegenerative diseases, such as Alzheimer's disease and Parkinson's disease. Due to the highly dynamic nature of IDPs, their structural determination and conformational exploration pose significant challenges for both experimental and computational research. Recently, the integration of machine learning with molecular dynamics (MD) simulations has emerged as a promising methodology for efficiently exploring the conformation spaces of IDPs. In this viewpoint, we briefly review recently developed autoencoder-based models designed to enhance the conformational exploration of IDPs through embedding and latent sampling. We highlight the capability of autoencoders in expanding the conformations sampled by MD simulations and discuss their limitations due to the non-Gaussian latent space distribution and the limited conformational diversity of training conformations. Potential strategies to overcome these limitations are also discussed.
Pathological Mutations D169G and P112H Electrostatically Aggravate the Amyloidogenicity of the Functional Domain of TDP-43
Aggregation of TDP-43 is linked to the pathogenesis of many neurodegenerative diseases, including amyotrophic lateral sclerosis (ALS). Notably, electrostatic point mutations such as D169G and P112H, located within the highly conserved functional tandem RNA recognition motif (RRM) domains of the TDP-43 protein (TDP-43), have been identified in diseased patients as well. In this study, we address how the electrostatic mutations alter both the native state stability and aggregation propensity of TDP-43. The mutants D169G and P112H show increased chemical stability compared to the TDP-43 at physiological pH. However, at low pH, both the mutants undergo a conformational change to form amyloid-like fibrils, though with variable rates─the P112H mutant being substantially faster than the other two sequences (TDP-43 and D169G mutant) showing comparable rates. Moreover, among the three sequences, only the P112H mutant undergoes a strong ionic strength-dependent aggregability trend. These observations signify the substantial contribution of the excess charge of the P112H mutant to its unique aggregation process. Complementary simulated observables with atomistic resolution assign the experimentally observed sequence-, pH-, and ionic strength-dependent aggregability pattern to the degree of thermal lability of the mutation site-containing RRM1 domain and its extent of dynamical anticorrelation with the RRM2 domain whose combination eventually dictate the extent of generation of aggregation-prone partially unfolded conformational ensembles. Our choice of a specific charge-modulated pathogenic mutation-based experiment-simulation-combination approach unravels the otherwise hidden residue-wise contribution to the individual steps of this extremely complicated multistep aggregation process.
Cross-Interactions of Aβ Peptides Implicated in Alzheimer's Disease Shape Amyloid Oligomer Structures and Aggregation
A defining hallmark of Alzheimer's disease (AD) is the synaptic aggregation of the amyloid β (Aβ) peptide. , Aβ production results in a diverse mixture of variants, of which Aβ40, Aβ42, and Aβ43 are profusely present in the AD brain, and their relative abundance is recognized to play a role in disease onset and progression. Nonetheless, the occurrence of Aβ40, Aβ42, and Aβ43 hetero-oligomerization and the subsequent effects on Aβ aggregation remain elusive and were investigated here. Using thioflavin-T (ThT)-monitored aggregation assays and native mass spectrometry coupled to ion mobility analysis (IM-MS), we first show that all Aβ peptides are aggregation-competent and self-assemble into homo-oligomers with distinct conformational populations, which are more pronounced between Aβ40 than the longer variants. ThT assays were then conducted on binary mixtures of Aβ variants, revealing that Aβ42 and Aβ43 aggregate independently from Aβ40 but significantly speed up Aβ40 fibrillation. Aβ42 and Aβ43 were observed to aggregate concurrently and mutually accelerate fibril formation, which likely involves hetero-oligomerization. Accordingly, native MS analysis revealed pairwise oligomerization between all variants, with the formation of heterodimers and heterotrimers. Interestingly, IM-MS indicates that hetero-oligomers containing longer Aβ variants are enriched in conformers with lower collision cross-sections when compared to their homo-oligomer counterparts. This suggests that Aβ42 and Aβ43 are capable of remodeling the oligomer structure toward a higher compaction level. Altogether, our findings provide a mechanistic description for the hetero-oligomerization of Aβ variants implicated in AD, contributing to rationalizing their proteotoxic interplay.
Novel Piperazine Based Compounds Target Alzheimer's Disease Relevant Amyloid β42 and Tau Derived Peptide AcPHF6, and the Lead Molecule Increases Viability in the Flies Expressing Human Tau Protein
Alzheimer's disease (AD) is the leading form of dementia in the United States and the world. The pathophysiology of AD is complex and multifaceted. Accumulation of senile plaques and neurofibrillary tangles (NFTs) are hallmarks of AD. The aggregation of amyloid β (senile plaques) and tau tangles (NFTs) results in the death of neurons in the cortex and hippocampus, which manifests itself in cognitive decline and memory loss. Current therapies rely on conventional approaches that have only treated the underlying symptoms without disease modification. Data from clinical studies point to a complex role of amyloid β (Aβ) in a way that enhances the tau phenotype throughout the disease process. To address the co-pathogenic role of Aβ and tau, we undertook development of multitarget compounds aiming at both tau and Aβ to slow or stop disease progression and provide neuroprotection. Here, we demonstrate a dose-dependent effect of the novel test compounds that inhibit aggregation of AcPHF6 (a shorter version of tau protein) and Aβ peptides in thioflavin T fluorescent assays. The compounds were also shown to disaggregate preformed aggregates dose dependently. To further validate these findings, circular dichroism experiments were carried out to examine the nature of inhibition. Additionally, transmission electron microscopy experiments were carried out to gain insights into the morphologies of aggregates obtained from dose-dependent inhibition of AcPHF6 and Aβ as well as dissociation of preformed aggregates from these peptides. Compounds and reversed Aβ induced toxicity in SH-SH5Y cells, significantly demonstrating neuroprotective properties. Finally, in a study with expressing human tau protein isoform (2N4R) in all the neurons, compound significantly increased the survival of flies compared to vehicle treated controls. Future studies will further examine the neuroprotective properties of these lead compounds in various animal models.
Unlocking the Potential of Oxymatrine: A Comprehensive Review of Its Neuroprotective Mechanisms and Therapeutic Prospects in Neurological Disorders
, the source of oxymatrine, is gaining popularity due to its potential in neuroprotection and treatment of various neurological conditions like epilepsy, depression, Parkinson's, Alzheimer's and multiple sclerosis. Its natural occurrence and promising preliminary research highlight its ability to reduce nerve cell damage and inflammation, attributed to its antiapoptotic, antioxidant and anti-inflammatory properties. However, challenges like solubility, potential adverse effects and limited bioavailability hinder its full therapeutic utilization. Current strategies, including formulation optimization and innovative drug delivery systems, aim to enhance its efficacy and safety. Despite its potential, further research is necessary to overcome these obstacles and maximize its clinical effectiveness. Conclusively, oxymatrine demonstrates distinct neuroprotective properties, offering unique advantages over other agents currently being studied or used in clinical practice for neurological disorders. nevertheless, additional study is necessary to surmount current obstacles and maximize its effectiveness for clinical settings. This study provides a comprehensive overview of oxymatrine's neuroprotective mechanisms and therapeutic potential while emphasizing the need for continued investigation and development for practical clinical application.
Fluorescence Detection and Inhibition Mechanisms of DNTPH on Aβ42 Oligomers Characterized as Products in the Four Stages of Aggregation
Aβ42 aggregation was implicated in the pathogenesis of Alzheimer's disease (AD) without effective treatment available currently. Future efforts in clinical trials should instead focus on applying those antiamyloid treatment strategies to the preclinical stage and "the earlier, the better". How to identify and inhibit Aβ42 oligomers in the different stages of aggregation is therefore becoming the key to controlling primary aggregation and consequent AD development. Aggregation-induced emission probe DNTPH was demonstrated recently, enabling detection of amyloid at wavelengths up to 710 nm and exhibiting strong inhibitory effects on Aβ fibrosis at low dose. However, the detection and inhibition mechanisms of Aβ oligomers at various early stages of aggregation remain unknown. To this end, we built four different morphologies of Aβ42 pentamers characterized by products in monomeric aggregate (P), primary nucleation (P), secondary nucleation (P), and fibril stages (P) to explore the distinguishable ability and inhibition mechanisms of DNTPH with different concentrations upon binding. The results showcased that DNTPH does detect the four different Aβ42 oligomers with conspicuous fluorescence (λ = 657 nm, λ = 639 nm, λ = 630 nm, and λ = 648 nm) but fails to distinguish them, indicating that additional improvements are required further for the probe to achieve it. The inhibition mechanisms of DNTPH on the four Aβ42 aggregation are however of amazing differences. For P and P, aggregation was inhibited by altering the secondary structural composition, i.e., by decreasing the β-sheet and toxic turn (residues 22-23) probabilities, respectively. For P, inhibition was achieved by segregating and keeping the two disordered monomeric species (P) away from the ordered secondary seed species (P) and consequently blocking further growth of the P seed. The inhibition mechanism for P is first probed and proposed so far, as far as we know, and the corresponding aggregation stage of P is the most important one among the four stages. The inhibition of P was triggered by distorting the fibril chains, disrupting the ordered fibril surface for the contact of monomers. In addition, the optimal inhibitory concentrations of DNTPH for P, P, and P were determined to be 1:3, while for P, it was 1:5. This outcome offers a novel perspective for designing drugs targeting Aβ42 oligomers at different aggregation stages.
Ultrasensitive Detection of Blood-Based Alzheimer's Disease Biomarkers: A Comprehensive SERS-Immunoassay Platform Enhanced by Machine Learning
Accurate and early disease detection is crucial for improving patient care, but traditional diagnostic methods often fail to identify diseases in their early stages, leading to delayed treatment outcomes. Early diagnosis using blood derivatives as a source for biomarkers is particularly important for managing Alzheimer's disease (AD). This study introduces a novel approach for the precise and ultrasensitive detection of multiple core AD biomarkers (Aβ, Aβ, p-tau, and t-tau) using surface-enhanced Raman spectroscopy (SERS) combined with machine-learning algorithms. Our method employs an antibody-immobilized aluminum SERS substrate, which offers high precision, sensitivity, and accuracy. The platform achieves an impressive detection limit in the attomolar (aM) range and spans a wide dynamic range from aM to micromolar (μM) concentrations. This ultrasensitive and specific SERS immunoassay platform shows promise for identifying mild cognitive impairment (MCI), a potential precursor to AD, from blood plasma. Machine-learning algorithms applied to the spectral data enhance the differentiation of MCI from AD and healthy controls, yielding excellent sensitivity and specificity. Our integrated SERS-machine-learning approach, with its interpretability, advances AD research and underscores the effectiveness of a cost-efficient, easy-to-prepare Al-SERS substrate for clinical AD detection.
AI-Enabled Ultra-large Virtual Screening Identifies Potential Inhibitors of Choline Acetyltransferase for Theranostic Purposes
Alzheimer's disease (AD) and related dementias are among the primary neurological disorders and call for the urgent need for early-stage diagnosis to gain an upper edge in therapeutic intervention and increase the overall success rate. Choline acetyltransferase (ChAT) is the key acetylcholine (ACh) biosynthesizing enzyme and a legitimate target for the development of biomarkers for early-stage diagnosis and monitoring of therapeutic responses. It is also a theranostic target for tackling colon and lung cancers, where overexpression of non-neuronal ChAT leads to the production of acetylcholine, which acts as an autocrine growth factor for cancer cells. Theranostics is a hybrid of diagnostics and therapeutics that can be used to locate cancer cells using radiotracers and kill them without affecting other healthy tissues. Traditional virtual screening protocols have a lot of limitations; given the current rate of chemical database expansion exceeding billions, much faster screening protocols are required. Deep docking (DD) is one such platform that leverages the power of deep neural network (DNN)-based virtual screening, empowering researchers to dock billions of molecules in a speedy, yet explicit manner. Here, we have screened 1.3 billion compounds library from the ZINC20 database, identifying the best-performing hits. With each iteration run where the first iteration gave ∼116 million hits, the second iteration gave ∼3.7 million hits, and the final third iteration gave 168,447 hits from which further refinement gave us the top 5 compounds as potential ChAT inhibitors. The discovery of novel ChAT inhibitors will enable researchers to develop new probes that can be used as novel theranostic agents against cancer and as early-stage diagnostics for the onset of AD, for timely therapeutic intervention to halt the further progression of AD.
Identification and In Vitro and In Vivo Characterization of KAC-50.1 as a Potential α-Synuclein PET Radioligand
The accumulation of aggregated α-synuclein (α-syn) is a pathological hallmark of Parkinson's disease (PD) and other synucleinopathies. Here within, we report the in vitro characterization targeting site 2 of α-syn fibrils and in vivo evaluation of NHPs of KAC-50.1 as a potential α-syn positron emission tomography (PET) radioligand. Preclinical studies were performed using a multidimensional approach of post-mortem brain imaging techniques, radioligand binding, and biochemical studies. These experiments were followed by PET imaging in cynomolgus monkeys using [C]KAC-50.1. [3H]KAC-50.1 displayed a KD of 35 nM toward site 2 in recombinant α-syn fibrils. Specific binding of [3H]KAC-50.1 was observed in brain tissues with abundant α-syn pathology but also in AD, PSP, and CBD cases, indicating binding to amyloid β (Aβ) and tau pathology. PET studies showed a rapid entrance of [C]KAC-50.1 into the brain and relatively rapid washout from cortical brain regions, with slower washout in subcortical regions. [3H]KAC-50.1 is a ligand that binds to fibrillar α-syn but shows limited selectivity for α-syn versus Aβ and tau fibrils. PET studies in NHPs indicate that [C]KAC-50.1, despite reversible kinetic properties, displays retention in white matter. Altogether, the in vitro and in vivo properties do not support further development of [C]KAC-50.1 as a PET imaging agent.
Structural Insights into Dopamine Receptor-Ligand Interactions: From Agonists to Antagonists
This study explores the intricacies of dopamine receptor-ligand interactions, focusing on the D1R and D5R subtypes. Using molecular modeling techniques, we investigated the binding of the pan-agonist rotigotine, revealing a universal binding mode at the orthosteric binding pocket. Additionally, we analyze the stability of antagonist-receptor complexes with SKF83566 and SCH23390. By examining the impact of specific mutations on ligand-receptor interactions through computational simulations and thermostability assays, we gain insights into binding stability. Our research also delves into the structural and energetic aspects of antagonist binding to D1R and D5R in their inactive states. These findings enhance our understanding of dopamine receptor pharmacology and hold promise for drug development in central nervous system disorders, opening doors to future research and innovation in this field.
Damage of the Phospholipid Bilayer by Aβ42 at Physiologically Relevant Peptide Concentrations
Amyloid β (Aβ) aggregates are implicated in the pathology of several neurodegenerative diseases such as Alzheimer's disease, Huntington's disease, and Parkinson's disease, and damage to membranes is considered one of the pathology-related effects of Aβ. Experiments in vitro indicate that Aβ can damage these membranes; however, such experiments were performed at Aβ concentrations in the micromolar range, several orders above the physiologically relevant conditions. Our studies with Aβ42 in the low nanomolar concentrations did not reveal any damage to the supported lipid bilayer, questioning this membrane damage mechanism of Aβ. However, the phospholipid composition can be a factor contributing to the interaction of Aβ with the membrane. Therefore, in this study, we investigated the interaction of 50 nM Aβ42 with supported lipid bilayers composed of equimolar ratios of POPS and POPC at phospholipid concentrations of 0.1 and 0.25 mg/mL. Using atomic force microscopy (AFM), we observed that Aβ42 induced damage to bilayers at 0.1 mg/mL, characterized by forming defects that grew in size and number over time. The defects penetrate only the upper leaflet of the bilayer, but no such defects were observed at 0.25 mg/mL phospholipid concentrations. We additionally determined Young's modulus of these bilayers as a measure of stiffness, and these values were 6.9 ± 3.6 MPa and 16.6 ± 5.3 MPa for the 0.1 mg/mL and the 0.25 mg/mL bilayers, respectively. These findings suggest that Aβ42's ability to induce bilayer damage depends on membrane stiffness, with softer bilayers (0.1 mg/mL) being more susceptible to Aβ42-induced damage. The results are discussed and compared with models in which Aβ42 oligomers create localized membrane damage. The implication of the results to the mechanisms of the Aβ42 oligomer pathology is discussed.