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Xiang Y, Naik S, Zhao L, Shi J, Ke H. Emerging phosphodiesterase inhibitors for treatment of neurodegenerative diseases. Med Res Rev 2024. [PMID: 38279990 DOI: 10.1002/med.22017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 12/13/2023] [Accepted: 01/09/2024] [Indexed: 01/29/2024]
Abstract
Neurodegenerative diseases (NDs) cause progressive loss of neuron structure and ultimately lead to neuronal cell death. Since the available drugs show only limited symptomatic relief, NDs are currently considered as incurable. This review will illustrate the principal roles of the signaling systems of cyclic adenosine and guanosine 3',5'-monophosphates (cAMP and cGMP) in the neuronal functions, and summarize expression/activity changes of the associated enzymes in the ND patients, including cyclases, protein kinases, and phosphodiesterases (PDEs). As the sole enzymes hydrolyzing cAMP and cGMP, PDEs are logical targets for modification of neurodegeneration. We will focus on PDE inhibitors and their potentials as disease-modifying therapeutics for the treatment of Alzheimer's disease, Parkinson's disease, and Huntington's disease. For the overlapped but distinct contributions of cAMP and cGMP to NDs, we hypothesize that dual PDE inhibitors, which simultaneously regulate both cAMP and cGMP signaling pathways, may have complementary and synergistic effects on modifying neurodegeneration and thus represent a new direction on the discovery of ND drugs.
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Affiliation(s)
- Yu Xiang
- Department of Pharmacy, Personalized Drug Therapy Key Laboratory of Sichuan Province, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Swapna Naik
- Department of Pharmacology, Yale Cancer Biology Institute, Yale University, West Haven, Connecticut, USA
| | - Liyun Zhao
- Department of Pharmacy, Personalized Drug Therapy Key Laboratory of Sichuan Province, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Jianyou Shi
- Department of Pharmacy, Personalized Drug Therapy Key Laboratory of Sichuan Province, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Hengming Ke
- Department of Biochemistry and Biophysics, The University of North Carolina, Chapel Hill, North Carolina, USA
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Lai Y, Lin C, Lin X, Wu L, Zhao Y, Lin F. Identification and immunological characterization of cuproptosis-related molecular clusters in Alzheimer's disease. Front Aging Neurosci 2022; 14:932676. [PMID: 35966780 PMCID: PMC9366224 DOI: 10.3389/fnagi.2022.932676] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 06/28/2022] [Indexed: 11/23/2022] Open
Abstract
Introduction Alzheimer's disease is the most common dementia with clinical and pathological heterogeneity. Cuproptosis is a recently reported form of cell death, which appears to result in the progression of various diseases. Therefore, our study aimed to explore cuproptosis-related molecular clusters in Alzheimer's disease and construct a prediction model. Methods Based on the GSE33000 dataset, we analyzed the expression profiles of cuproptosis regulators and immune characteristics in Alzheimer's disease. Using 310 Alzheimer's disease samples, we explored the molecular clusters based on cuproptosis-related genes, along with the related immune cell infiltration. Cluster-specific differentially expressed genes were identified using the WGCNA algorithm. Subsequently, the optimal machine model was chosen by comparing the performance of the random forest model, support vector machine model, generalized linear model, and eXtreme Gradient Boosting. Nomogram, calibration curve, decision curve analysis, and three external datasets were applied for validating the predictive efficiency. Results The dysregulated cuproptosis-related genes and activated immune responses were determined between Alzheimer's disease and non-Alzheimer's disease controls. Two cuproptosis-related molecular clusters were defined in Alzheimer's disease. Analysis of immune infiltration suggested the significant heterogeneity of immunity between distinct clusters. Cluster2 was characterized by elevated immune scores and relatively higher levels of immune infiltration. Functional analysis showed that cluster-specific differentially expressed genes in Cluster2 were closely related to various immune responses. The Random forest machine model presented the best discriminative performance with relatively lower residual and root mean square error, and a higher area under the curve (AUC = 0.9829). A final 5-gene-based random forest model was constructed, exhibiting satisfactory performance in two external validation datasets (AUC = 0.8529 and 0.8333). The nomogram, calibration curve, and decision curve analysis also demonstrated the accuracy to predict Alzheimer's disease subtypes. Further analysis revealed that these five model-related genes were significantly associated with the Aβ-42 levels and β-secretase activity. Conclusion Our study systematically illustrated the complicated relationship between cuproptosis and Alzheimer's disease, and developed a promising prediction model to evaluate the risk of cuproptosis subtypes and the pathological outcome of Alzheimer's disease patients.
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Affiliation(s)
- Yongxing Lai
- Department of Geriatric Medicine, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, China
- Fujian Provincial Center for Geriatrics, Fujian Provincial Hospital, Fuzhou, China
| | - Chunjin Lin
- Department of Geriatric Medicine, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, China
- Fujian Provincial Center for Geriatrics, Fujian Provincial Hospital, Fuzhou, China
| | - Xing Lin
- Department of Geriatric Medicine, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, China
- Fujian Provincial Center for Geriatrics, Fujian Provincial Hospital, Fuzhou, China
| | - Lijuan Wu
- Department of Geriatric Medicine, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, China
- Fujian Provincial Center for Geriatrics, Fujian Provincial Hospital, Fuzhou, China
| | - Yinan Zhao
- Department of Geriatric Medicine, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, China
- Fujian Provincial Center for Geriatrics, Fujian Provincial Hospital, Fuzhou, China
| | - Fan Lin
- Department of Geriatric Medicine, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, China
- Fujian Provincial Center for Geriatrics, Fujian Provincial Hospital, Fuzhou, China
- *Correspondence: Fan Lin
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Shi J, Li Y, Zhang Y, Chen J, Gao J, Zhang T, Shang X, Zhang X. Baicalein Ameliorates Aβ-Induced Memory Deficits and Neuronal Atrophy via Inhibition of PDE2 and PDE4. Front Pharmacol 2021; 12:794458. [PMID: 34966284 PMCID: PMC8711762 DOI: 10.3389/fphar.2021.794458] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 11/23/2021] [Indexed: 12/23/2022] Open
Abstract
Inhibition of phosphodiesterase 2 and 4 (PDE2A and PDE4) increases the intracellular cAMP and/or cGMP levels, which may prevent Amyloid β 42 oligomers (Aβ) related cognitive impairment and dementias. Baicalein, one of natural flavones found in the root of Scutellaria baicalensis Georgi, has a wide range of pharmacological activities including antioxidant and anti-inflammatory effects. However, no studies suggest whether baicalein mediated anti-Alzheimer’s disease (AD) events involve PDEs subtypes-mediated neuroprotective pathways. The present study examined whether memory enhancing effects of baicalein on Aβ- induced cognitive impairment are related to regulating neuroplasticity via PDE2 and PDE4 subtypes dependent cAMP/cGMP neuroprotective pathway. The results suggested that microinjected of Aβ into CA1 of hippocampus induced cognitive and memory impairment in mice, as evidenced by decreased recognition index in the novel object recognition (NOR) task, impaired memory acquisition, retention and retrieval in the Morris water maze (MWM) and shuttle box tests. These effects were reversed by treatment with baicalein for 14 days. Moreover, Aβ-induced neuronal atrophy and decreased expression of two synaptic proteins, synaptophysin and PSD 95, were prevented by baicalein. The increased expression of PDE2A and PDE4 subtypes (PDE4A, PDE4B and PDE4D), and decreased levels of cAMP/cGMP, pCREB/CREB and BDNF induced by Aβ were also blocked by chronic treatment of baicalein for 14 days. These findings suggest that baicalein’s reversal of Aβ-induced memory and cognitive disorder may involve the regulation of neuronal remodeling via regulation of PDE2/PDE4 subtypes related cAMP/cGMP -pCREB-BDNF pathway.
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Affiliation(s)
- Jing Shi
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China.,School of Pharmaceutical Sciences, Institute of Materia Medica, Hangzhou Medical College, Hangzhou, China
| | - Yuanyuan Li
- School of Pharmaceutical Sciences, Institute of Materia Medica, Hangzhou Medical College, Hangzhou, China
| | - Yi Zhang
- School of Pharmaceutical Sciences, Institute of Materia Medica, Hangzhou Medical College, Hangzhou, China
| | - Jie Chen
- School of Pharmaceutical Sciences, Institute of Materia Medica, Hangzhou Medical College, Hangzhou, China
| | - Jianqing Gao
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
| | - Tianyuan Zhang
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
| | - Xiaoguang Shang
- School of Pharmaceutical Sciences, Institute of Materia Medica, Hangzhou Medical College, Hangzhou, China
| | - Xiangnan Zhang
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, China
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Datta D, Leslie SN, Woo E, Amancharla N, Elmansy A, Lepe M, Mecca AP, Slusher BS, Nairn AC, Arnsten AFT. Glutamate Carboxypeptidase II in Aging Rat Prefrontal Cortex Impairs Working Memory Performance. Front Aging Neurosci 2021; 13:760270. [PMID: 34867287 PMCID: PMC8634091 DOI: 10.3389/fnagi.2021.760270] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 09/28/2021] [Indexed: 11/29/2022] Open
Abstract
Glutamate carboxypeptidase II (GCPII) expression in brain is increased by inflammation, and reduces NAAG (N-acetyl aspartyl glutamate) stimulation of mGluR3 signaling. Genetic insults in this signaling cascade are increasingly linked to cognitive disorders in humans, where increased GCPII and or decreased NAAG-mGluR3 are associated with impaired prefrontal cortical (PFC) activation and cognitive impairment. As aging is associated with increased inflammation and PFC cognitive deficits, the current study examined GCPII and mGluR3 expression in the aging rat medial PFC, and tested whether GCPII inhibition with 2-(3-mercaptopropyl) pentanedioic acid (2-MPPA) would improve working memory performance. We found that GCPII protein was expressed on astrocytes and some microglia as expected from previous studies, but was also prominently expressed on neurons, and showed increased levels with advancing age. Systemic administration of the GCPII inhibitor, 2-MPPA, improved working memory performance in young and aged rats, and also improved performance after local infusion into the medial PFC. As GCPII inhibitors are well-tolerated, they may provide an important new direction for treatment of cognitive disorders associated with aging and/or inflammation.
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Affiliation(s)
- Dibyadeep Datta
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT, United States
| | - Shannon N Leslie
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Elizabeth Woo
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT, United States
| | - Nishita Amancharla
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT, United States
| | - Ayah Elmansy
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT, United States
| | - Miguel Lepe
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT, United States
| | - Adam P Mecca
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Barbara S Slusher
- Department of Neurology and Johns Hopkins Drug Discovery, Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Angus C Nairn
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
| | - Amy F T Arnsten
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT, United States
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Leslie SN, Kanyo J, Datta D, Wilson RS, Zeiss C, Duque A, Lam TT, Arnsten AFT, Nairn AC. Simple, Single-Shot Phosphoproteomic Analysis of Heat-Stable Tau Identifies Age-Related Changes in pS235- and pS396-Tau Levels in Non-human Primates. Front Aging Neurosci 2021; 13:767322. [PMID: 34867294 PMCID: PMC8637411 DOI: 10.3389/fnagi.2021.767322] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 10/18/2021] [Indexed: 11/13/2022] Open
Abstract
Age is the most significant risk factor for Alzheimer's disease (AD), and understanding its role in specific aspects of AD pathology will be critical for therapeutic development. Neurofibrillary tangles composed of hyperphosphorylated tau are a quintessential hallmark of AD. To study age-related changes in tau phosphorylation, we developed a simple, antibody-free approach for single shot analysis of tau phosphorylation across the entire protein by liquid-chromatography tandem mass spectrometry. This methodology is species independent; thus, while initially developed in a rodent model, we utilized this technique to analyze 36 phosphorylation sites on rhesus monkey tau from the prefrontal cortex (PFC), a region vulnerable to AD-linked degeneration. Data are available via ProteomeXchange with identifier PXD027971. We identified novel, age-related changes in tau phosphorylation in the rhesus monkey PFC and analyzed patterns of phosphorylation change across domains of the protein. We confirmed a significant increase and positive correlation with age of phosphorylated serine 235 tau and phosphorylated serine 396 tau levels in an expanded cohort of 14 monkeys. Histology showed robust labeling for tau phosphorylated at these sites in vulnerable layer III pyramidal cells in the PFC. The results presented in this study suggest an important role of the natural aging process in tau phosphorylation in rhesus monkey.
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Affiliation(s)
- Shannon N. Leslie
- Department of Psychiatry, Yale School of Medicine, Yale University, New Haven, CT, United States
- Interdepartmental Neuroscience Program, Yale School of Medicine, Yale University, New Haven, CT, United States
| | - Jean Kanyo
- Keck MS & Proteomics Resource, Yale School of Medicine, Yale University, New Haven, CT, United States
| | - Dibyadeep Datta
- Department of Neuroscience, Yale School of Medicine, Yale University, New Haven, CT, United States
| | - Rashaun S. Wilson
- Keck MS & Proteomics Resource, Yale School of Medicine, Yale University, New Haven, CT, United States
| | - Caroline Zeiss
- Department of Comparative Medicine, Yale School of Medicine, Yale University, New Haven, CT, United States
| | - Alvaro Duque
- Department of Neuroscience, Yale School of Medicine, Yale University, New Haven, CT, United States
| | - TuKiet T. Lam
- Keck MS & Proteomics Resource, Yale School of Medicine, Yale University, New Haven, CT, United States
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, United States
| | - Amy F. T. Arnsten
- Department of Neuroscience, Yale School of Medicine, Yale University, New Haven, CT, United States
| | - Angus C. Nairn
- Department of Psychiatry, Yale School of Medicine, Yale University, New Haven, CT, United States
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Datta D, Leslie SN, Wang M, Morozov YM, Yang S, Mentone S, Zeiss C, Duque A, Rakic P, Horvath TL, van Dyck CH, Nairn AC, Arnsten AFT. Age-related calcium dysregulation linked with tau pathology and impaired cognition in non-human primates. Alzheimers Dement 2021; 17:920-932. [PMID: 33829643 PMCID: PMC8195842 DOI: 10.1002/alz.12325] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 02/04/2021] [Accepted: 02/11/2021] [Indexed: 12/18/2022]
Abstract
Introduction The etiology of sporadic Alzheimer's disease (AD) requires non‐genetically modified animal models. Methods The relationship of tau phosphorylation to calcium‐cyclic adenosine monophosphate (cAMP)‐protein kinase A (PKA) dysregulation was analyzed in aging rhesus macaque dorsolateral prefrontal cortex (dlPFC) and rat primary cortical neurons using biochemistry and immuno‐electron microscopy. The influence of calcium leak from ryanodine receptors (RyRs) on neuronal firing and cognitive performance was examined in aged macaques. Results Aged monkeys naturally develop hyperphosphorylated tau, including AD biomarkers (AT8 (pS202/pT205) and pT217) and early tau pathology markers (pS214 and pS356) that correlated with evidence of increased calcium leak (pS2808‐RyR2). Calcium also regulated early tau phosphorylation in vitro. Age‐related reductions in the calcium‐binding protein, calbindin, and in phosphodiesterase PDE4D were seen within dlPFC pyramidal cell dendrites. Blocking RyRs with S107 improved neuronal firing and cognitive performance in aged macaques. Discussion Dysregulated calcium signaling confers risk for tau pathology and provides a potential therapeutic target.
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Affiliation(s)
- Dibyadeep Datta
- Departments of Neuroscience, School of Medicine, Yale University, Connecticut, USA
| | - Shannon N Leslie
- Department of Psychiatry, School of Medicine, Yale University, Connecticut, USA.,Interdepartmental Neuroscience Program, School of Medicine, Yale University, Connecticut, USA
| | - Min Wang
- Departments of Neuroscience, School of Medicine, Yale University, Connecticut, USA
| | - Yury M Morozov
- Departments of Neuroscience, School of Medicine, Yale University, Connecticut, USA
| | - Shengtao Yang
- Departments of Neuroscience, School of Medicine, Yale University, Connecticut, USA
| | - SueAnn Mentone
- Departments of Neuroscience, School of Medicine, Yale University, Connecticut, USA
| | - Caroline Zeiss
- Department of Comparative Medicine, School of Medicine, Yale University, Connecticut, USA
| | - Alvaro Duque
- Departments of Neuroscience, School of Medicine, Yale University, Connecticut, USA
| | - Pasko Rakic
- Departments of Neuroscience, School of Medicine, Yale University, Connecticut, USA
| | - Tamas L Horvath
- Department of Comparative Medicine, School of Medicine, Yale University, Connecticut, USA
| | - Christopher H van Dyck
- Departments of Neuroscience, School of Medicine, Yale University, Connecticut, USA.,Department of Psychiatry, School of Medicine, Yale University, Connecticut, USA
| | - Angus C Nairn
- Department of Psychiatry, School of Medicine, Yale University, Connecticut, USA
| | - Amy F T Arnsten
- Departments of Neuroscience, School of Medicine, Yale University, Connecticut, USA
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