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1.
Cell Rep ; 43(4): 113839, 2024 Apr 23.
Article in English | MEDLINE | ID: mdl-38507409

ABSTRACT

Homeostatic regulation of synapses is vital for nervous system function and key to understanding a range of neurological conditions. Synaptic homeostasis is proposed to operate over hours to counteract the destabilizing influence of long-term potentiation (LTP) and long-term depression (LTD). The prevailing view holds that synaptic scaling is a slow first-order process that regulates postsynaptic glutamate receptors and fundamentally differs from LTP or LTD. Surprisingly, we find that the dynamics of scaling induced by neuronal inactivity are not exponential or monotonic, and the mechanism requires calcineurin and CaMKII, molecules dominant in LTD and LTP. Our quantitative model of these enzymes reconstructs the unexpected dynamics of homeostatic scaling and reveals how synapses can efficiently safeguard future capacity for synaptic plasticity. This mechanism of synaptic adaptation supports a broader set of homeostatic changes, including action potential autoregulation, and invites further inquiry into how such a mechanism varies in health and disease.


Subject(s)
Calcineurin , Calcium-Calmodulin-Dependent Protein Kinase Type 2 , Homeostasis , Synapses , Animals , Synapses/metabolism , Synapses/physiology , Calcineurin/metabolism , Calcium-Calmodulin-Dependent Protein Kinase Type 2/metabolism , Long-Term Potentiation/physiology , Neuronal Plasticity/physiology , Long-Term Synaptic Depression/physiology , Neurons/metabolism , Neurons/physiology , Mice
2.
Nat Rev Neurosci ; 24(11): 672-692, 2023 11.
Article in English | MEDLINE | ID: mdl-37773070

ABSTRACT

Excitation-transcription coupling (E-TC) links synaptic and cellular activity to nuclear gene transcription. It is generally accepted that E-TC makes a crucial contribution to learning and memory through its role in underpinning long-lasting synaptic enhancement in late-phase long-term potentiation and has more recently been linked to late-phase long-term depression: both processes require de novo gene transcription, mRNA translation and protein synthesis. E-TC begins with the activation of glutamate-gated N-methyl-D-aspartate-type receptors and voltage-gated L-type Ca2+ channels at the membrane and culminates in the activation of transcription factors in the nucleus. These receptors and ion channels mediate E-TC through mechanisms that include long-range signalling from the synapse to the nucleus and local interactions within dendritic spines, among other possibilities. Growing experimental evidence links these E-TC mechanisms to late-phase long-term potentiation and learning and memory. These advances in our understanding of the molecular mechanisms of E-TC mean that future efforts can focus on understanding its mesoscale functions and how it regulates neuronal network activity and behaviour in physiological and pathological conditions.


Subject(s)
Neuronal Plasticity , Receptors, N-Methyl-D-Aspartate , Humans , Receptors, N-Methyl-D-Aspartate/metabolism , Neuronal Plasticity/physiology , Long-Term Potentiation/physiology , Neurons/metabolism , Synapses/metabolism , Gene Expression , Hippocampus/physiology
3.
Neurosurgery ; 93(6): 1228-1234, 2023 12 01.
Article in English | MEDLINE | ID: mdl-37345933

ABSTRACT

BACKGROUND AND OBJECTIVES: Clinical registries are critical for modern surgery and underpin outcomes research, device monitoring, and trial development. However, existing approaches to registry construction are labor-intensive, costly, and prone to manual error. Natural language processing techniques combined with electronic health record (EHR) data sets can theoretically automate the construction and maintenance of registries. Our aim was to automate the generation of a spine surgery registry at an academic medical center using regular expression (regex) classifiers developed by neurosurgeons to combine domain expertise with interpretable algorithms. METHODS: We used a Hadoop data lake consisting of all the information generated by an academic medical center. Using this database and structured query language queries, we retrieved every operative note written in the department of neurosurgery since our transition to EHR. Notes were parsed using regex classifiers and compared with a random subset of 100 manually reviewed notes. RESULTS: A total of 31 502 operative cases were downloaded and processed using regex classifiers. The codebase required 5 days of development, 3 weeks of validation, and less than 1 hour for the software to generate the autoregistry. Regex classifiers had an average accuracy of 98.86% at identifying both spinal procedures and the relevant vertebral levels, and it correctly identified the entire list of defined surgical procedures in 89% of patients. We were able to identify patients who required additional operations within 30 days to monitor outcomes and quality metrics. CONCLUSION: This study demonstrates the feasibility of automatically generating a spine registry using the EHR and an interpretable, customizable natural language processing algorithm which may reduce pitfalls associated with manual registry development and facilitate rapid clinical research.


Subject(s)
Electronic Health Records , Natural Language Processing , Humans , Registries , Software , Algorithms
4.
Neuromodulation ; 25(7): 1024-1032, 2022 Oct.
Article in English | MEDLINE | ID: mdl-35760751

ABSTRACT

INTRODUCTION: Spinal cord stimulation (SCS) can provide long-term pain relief for various chronic pain conditions, but some patients have no relief with trial stimulation or lose efficacy over time. To "salvage" relief in patients who do not respond or have lost efficacy, alternative stimulation paradigms or anatomical targets can be considered. Dorsal root ganglion stimulation (DRG-S) has a different mechanism of action and anatomical target than SCS. OBJECTIVES: We assessed DRG-S salvage therapy outcomes in patients who did not respond to SCS or had lost SCS efficacy. MATERIALS AND METHODS: We retrospectively included consecutive patients from 2016 to 2020 who were salvaged with DRG-S after failed SCS trials (<50% pain reduction) or who had lost efficacy after permanent SCS. We compared numerical rating scale (NRS) pain, Oswestry disability index (ODI), health-related quality of life (EuroQol five-dimensions five-level), and oral morphine equivalent (OME) opioid requirements before DRG-S salvage and at patients' last follow-up. RESULTS: A total of 60 patients who had failed SCS were salvaged with DRG-S. The mean age was 56 ± 12 years, and the most common diagnoses were complex regional pain syndrome (n = 24) and failed back surgery syndrome (n = 24). The most common failed modalities included tonic (n = 32), Burst (n = 18), and high-frequency (n = 10) SCS. The median follow-up duration of salvage DRG-S was 34 months. With DRG-S, NRS decreased (8.7 ± 1.2 to 3.8 ± 2.1), and OME declined (median 23 mg to median 15 mg), whereas EuroQol 5D scores increased (0.40 ± 0.15 to 0.71 ± 0.15), and ODI improved (64 ± 14% to 31 ± 18%) (all p < 0.05). CONCLUSIONS: DRG-S can be used in patients with chronic pain who have previously failed to receive persistent benefit from SCS.


Subject(s)
Chronic Pain , Spinal Cord Stimulation , Adult , Aged , Analgesics, Opioid , Chronic Pain/therapy , Ganglia, Spinal/physiology , Humans , Middle Aged , Morphine Derivatives , Quality of Life , Retrospective Studies , Salvage Therapy , Spinal Cord , Spinal Cord Stimulation/methods , Treatment Outcome
5.
Pain Pract ; 22(5): 522-531, 2022 06.
Article in English | MEDLINE | ID: mdl-35429364

ABSTRACT

INTRODUCTION: Dorsal root ganglion stimulation (DRG-S) is a relatively new neuromodulation modality. Therefore, data on long-term device explantation rates is limited. This investigation aimed to assess DRG-S device explantation rates at long-term follow-up. METHODS: We retrospectively reviewed individuals implanted with DRG-S in four pain centers from different continuous periods between April 2016 to September 2020. We recorded patient demographics, diagnoses, duration to explantation or last follow-up, treatment complications, and failure etiologies. RESULTS: A total of 249 patients with 756 leads and a mean 27-month follow-up were included. The mean age was 55 ± 15 years; 148 (63%) were female. Leading diagnoses were CRPS (n = 106, 43%), followed by FBSS (n = 64, 26%), and non-surgical low back pain (n = 23, 9%). The explantation rate was ~2% per year (n = 10 total). At explantation, the average time from implantation was 13 ± 10 months. Six patients were explanted for inadequate pain relief. Two patients were explanted due to device-related complications. One patient was explanted secondary to infection and subsequently reimplanted. Five explanted patients experienced a therapy-related complication before eventual explantation: one transient post-procedural neuritis and pocket site pain, one lead fracture, two lead migrations, and one experienced a fracture, a migration, and pocket site pain. DISCUSSION: This large retrospective study of DRG-S revealed a low therapy-termination rate. The rate of infection leading to explantation was objectively very low at 0.4%. The leading cause of explantation was inadequate pain relief. Explanted patients often had a therapy-related complication. Therefore, minimizing adverse treatment events may reduce ultimate explantation rates.


Subject(s)
Low Back Pain , Spinal Cord Stimulation , Adult , Aged , Data Analysis , Device Removal , Female , Ganglia, Spinal/physiology , Humans , Low Back Pain/etiology , Male , Middle Aged , Retrospective Studies , Spinal Cord Stimulation/adverse effects
6.
Neuromodulation ; 24(8): 1307-1316, 2021 Dec.
Article in English | MEDLINE | ID: mdl-33428821

ABSTRACT

OBJECTIVES: Allergic reactions are rare and poorly understood complications of neuromodulation device implantation. There are currently no guidelines for management of allergic reactions to these devices and their components. Here we review the published cases of allergic reactions to implanted neuromodulatory devices and leverage the experiences of other specialties that deal with similar complications to formulate recommendations for prevention and management. MATERIALS AND METHODS: A review and assessment of the literature. RESULTS: Allergic reactions to a number of implantable devices have been observed and published. In dentistry and orthopedics, metals such as nickel are the most frequent cause of allergic reactions. In interventional cardiology, where devices closely resemble neuromodulatory devices, titanium, silicone, and polyurethanes are the most common causes of allergic reactions. In neurosurgery, allergic reactions to implantable neuromodulatory devices are rare, and we summarize 13 cases published to date. Such allergic reactions generally present as local dermatitis, erythema, and pruritus, which can be difficult to distinguish from surgical site infection. In one published case, symptoms resolved with corticosteroid treatment, but all other cases required explantation. The successful reimplantation with a modified device was reported in some cases. CONCLUSIONS: Patients should be screened for a personal history of contact allergy before implantation procedures. A multidisciplinary approach to suspected cases of postoperative allergic reactions involving collaboration between neurosurgeons and other implanting physicians, dermatologists or allergists, and device manufacturers is recommended. In cases where an allergic reaction is suspected, an infectious etiology should be ruled out first. Clinical suspicion can then be supported with the use of patch testing, interpreted by an experienced dermatologist or allergist. If patch testing supports an allergic etiology, the implanting physician and the device manufacturer can work together to modify the device for safe reimplantation.


Subject(s)
Dermatitis, Allergic Contact , Device Removal , Erythema , Humans , Patch Tests , Prostheses and Implants
7.
Cell ; 181(7): 1547-1565.e15, 2020 06 25.
Article in English | MEDLINE | ID: mdl-32492405

ABSTRACT

Homeostasis of neural firing properties is important in stabilizing neuronal circuitry, but how such plasticity might depend on alternative splicing is not known. Here we report that chronic inactivity homeostatically increases action potential duration by changing alternative splicing of BK channels; this requires nuclear export of the splicing factor Nova-2. Inactivity and Nova-2 relocation were connected by a novel synapto-nuclear signaling pathway that surprisingly invoked mechanisms akin to Hebbian plasticity: Ca2+-permeable AMPA receptor upregulation, L-type Ca2+ channel activation, enhanced spine Ca2+ transients, nuclear translocation of a CaM shuttle, and nuclear CaMKIV activation. These findings not only uncover commonalities between homeostatic and Hebbian plasticity but also connect homeostatic regulation of synaptic transmission and neuronal excitability. The signaling cascade provides a full-loop mechanism for a classic autoregulatory feedback loop proposed ∼25 years ago. Each element of the loop has been implicated previously in neuropsychiatric disease.


Subject(s)
Large-Conductance Calcium-Activated Potassium Channels/metabolism , Long-Term Potentiation/physiology , Nerve Tissue Proteins/metabolism , RNA-Binding Proteins/metabolism , Action Potentials/physiology , Alternative Splicing/genetics , Alternative Splicing/physiology , Animals , Calcium-Calmodulin-Dependent Protein Kinase Type 1/metabolism , Calcium-Calmodulin-Dependent Protein Kinases/metabolism , Female , HEK293 Cells , Homeostasis/physiology , Humans , Large-Conductance Calcium-Activated Potassium Channels/genetics , Male , Mice , Mice, Inbred C57BL , Nerve Tissue Proteins/physiology , Neuro-Oncological Ventral Antigen , Neuronal Plasticity/physiology , Neurons/metabolism , RNA-Binding Proteins/physiology , Rats , Rats, Sprague-Dawley , Signal Transduction , Synapses/metabolism , Synaptic Transmission/physiology
8.
Science ; 363(6422): 31-32, 2019 01 04.
Article in English | MEDLINE | ID: mdl-30606833
9.
Nat Commun ; 9(1): 2451, 2018 06 22.
Article in English | MEDLINE | ID: mdl-29934532

ABSTRACT

Learning and memory depend on neuronal plasticity originating at the synapse and requiring nuclear gene expression to persist. However, how synapse-to-nucleus communication supports long-term plasticity and behavior has remained elusive. Among cytonuclear signaling proteins, γCaMKII stands out in its ability to rapidly shuttle Ca2+/CaM to the nucleus and thus activate CREB-dependent transcription. Here we show that elimination of γCaMKII prevents activity-dependent expression of key genes (BDNF, c-Fos, Arc), inhibits persistent synaptic strengthening, and impairs spatial memory in vivo. Deletion of γCaMKII in adult excitatory neurons exerts similar effects. A point mutation in γCaMKII, previously uncovered in a case of intellectual disability, selectively disrupts CaM sequestration and CaM shuttling. Remarkably, this mutation is sufficient to disrupt gene expression and spatial learning in vivo. Thus, this specific form of cytonuclear signaling plays a key role in learning and memory and contributes to neuropsychiatric disease.


Subject(s)
Calcium Signaling , Calcium-Calmodulin-Dependent Protein Kinase Type 2/metabolism , Calmodulin/metabolism , Long-Term Potentiation , Memory/physiology , Animals , Calcium-Calmodulin-Dependent Protein Kinase Type 2/genetics , Gene Expression , Humans , Male , Mice, Inbred C57BL , Mice, Knockout , Point Mutation , Primary Cell Culture , Rats, Sprague-Dawley , Spatial Learning/physiology
10.
Mol Cell Probes ; 25(2-3): 134-6, 2011.
Article in English | MEDLINE | ID: mdl-21281710

ABSTRACT

New ELISA assays were developed to measure immunoreactivity for XMRV. Antibody titers were measured in a cohort of prostate cancer cases and cancer free controls from the central United States. No statistically significant differences were observed in immunoreactivity between cases and controls for either the XMRV-env or the XMRV-gag antigen.


Subject(s)
Antibodies, Viral/immunology , Prostatic Neoplasms/immunology , Retroviridae Infections/immunology , Xenotropic murine leukemia virus-related virus/immunology , Cohort Studies , Enzyme-Linked Immunosorbent Assay/methods , Gene Products, env/immunology , Humans , Male , Prostatic Neoplasms/virology , Reproducibility of Results , Retroviridae Infections/diagnosis , Retroviridae Infections/virology , Sensitivity and Specificity
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