69 results on '"Morgan KD"'
Search Results
2. Individualized prediction of illness course at the first psychotic episode: A support vector machine MRI study
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Mourao-Miranda, J, Reinders, AATS, Rocha-Rego, V, Lappin, J, Rondina, J, Morgan, C, Morgan, KD, Fearon, P, Jones, PB, Doody, GA, Murray, RM, Kapur, S, Dazzan, P, Mourao-Miranda, J, Reinders, AATS, Rocha-Rego, V, Lappin, J, Rondina, J, Morgan, C, Morgan, KD, Fearon, P, Jones, PB, Doody, GA, Murray, RM, Kapur, S, and Dazzan, P
- Abstract
Background To date, magnetic resonance imaging (MRI) has made little impact on the diagnosis and monitoring of psychoses in individual patients. In this study, we used a support vector machine (SVM) whole-brain classification approach to predict future illness course at the individual level from MRI data obtained at the first psychotic episode.Method One hundred patients at their first psychotic episode and 91 healthy controls had an MRI scan. Patients were re-evaluated 6.2 years (s.d.=2.3) later, and were classified as having a continuous, episodic or intermediate illness course. Twenty-eight subjects with a continuous course were compared with 28 patients with an episodic course and with 28 healthy controls. We trained each SVM classifier independently for the following contrasts: continuous versus episodic, continuous versus healthy controls, and episodic versus healthy controls.Results At baseline, patients with a continuous course were already distinguishable, with significance above chance level, from both patients with an episodic course (p=0.004, sensitivity=71, specificity=68) and healthy individuals (p=0.01, sensitivity=71, specificity=61). Patients with an episodic course could not be distinguished from healthy individuals. When patients with an intermediate outcome were classified according to the discriminating pattern episodic versus continuous, 74% of those who did not develop other episodes were classified as episodic, and 65% of those who did develop further episodes were classified as continuous (p=0.035).Conclusions We provide preliminary evidence of MRI application in the individualized prediction of future illness course, using a simple and automated SVM pipeline. When replicated and validated in larger groups, this could enable targeted clinical decisions based on imaging data. © Cambridge University Press 2011.
- Published
- 2012
3. Minor physical anomalies in patients with first-episode psychosis: their frequency and diagnostic specificity.
- Author
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Lloyd T, Dazzan P, Dean K, Park SB, Fearon P, Doody GA, Tarrant J, Morgan KD, Morgan C, Hutchinson G, Leff J, Harrison G, Murray RM, and Jones PB
- Abstract
BACKGROUND: An increased prevalence of minor physical anomalies (MPAs) has been extensively documented in schizophrenia but their specificity for the disorder remains unclear. We investigated the prevalence and the predictive power of MPAs in a large sample of first-episode psychotic patients across a range of diagnoses.MethodMPAs were examined in 242 subjects with first-episode psychosis (50% schizophrenia, 45% affective psychosis and 5% substance-induced psychosis) and 158 healthy controls. Categorical principal components analysis and analysis of variance were undertaken, and individual items with the highest loading were tested using the chi2 test. RESULTS: Overall facial asymmetry, assymetry of the orbital landmarks, and frankfurt horizontal significantly differentiated patients with schizophrenia and affective psychosis from controls, as did a 'V-shaped' palate, reduced palatal ridges, abnormality of the left ear surface and the shape of the left and right ears. Patients with affective psychosis had significantly lowered eye fissures compared with control subjects. CONCLUSIONS: MPAs are not specific to schizophrenia, suggesting a common developmental pathway for non-affective and affective psychoses. The topographical distribution of MPAs in this study is suggestive of an insult occurring during organogenesis in the first trimester of pregnancy. [ABSTRACT FROM AUTHOR]
- Published
- 2008
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4. Activation of astrocytic lysosomal proteinases by factors released by mononuclear leukocytes
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Arnold E. Postlethwaite, Morgan Kd, Robert O. Endres, John N. Whitaker, Bever Ct, and Snyder Ds
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Encephalomyelitis ,Palatine Tonsil ,Cathepsin D ,Lymphocyte Activation ,Biochemistry ,Cathepsin B ,Biological Factors ,Cellular and Molecular Neuroscience ,Lysosome ,Concanavalin A ,medicine ,Animals ,Humans ,Cells, Cultured ,Cathepsin ,biology ,Lymphokine ,General Medicine ,medicine.disease ,Cathepsins ,Molecular biology ,Rats ,medicine.anatomical_structure ,Astrocytes ,Leukocytes, Mononuclear ,biology.protein ,Lysosomes ,Astrocyte - Abstract
Lysosomal proteinases are increased in the tissue lesions of experimental allergic encephalomyelitis and have been implicated in the degradation of myelin proteins. The cellular origins of the increased proteinases are not known but reactive astrocytes found in areas of increased activity are candidate cells. To evaluate the potential of astrocytes as the source of these proteinases, cathepsin B (CB) and cathepsin D (CD) levels were measured in lysates of cultured astrocytes from neonatal rats. Because astrocytes are activated by inflammatory mediators in demyelinating lesions the effect of activation on proteinase levels was examined. Culture supernatants from mononuclear leukocytes stimulated with either concanavalin A or phytohemagglutinin (PHA) induced significant increases in the astrocytic proteinases. Neither PHA alone, interleukin-1, interleukin-2, nor gamma-interferon induced significant increases. Fractions of the supernatant from PHA stimulated mononuclear leukocytes were tested and activity was found in fractions corresponding to a molecular weight of 45-50,000. These studies demonstrate that astrocytes contain significant amounts of CB and CD activity which can be increased by a factor or factors released by activated mononuclear leukocytes.
- Published
- 1989
5. Piperazate-Guided Isolation of Caveamides A and B, Cyclohexenylalanine-Containing Nonribosomal Peptides from a Cave Actinomycete.
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Hagar M, Morgan KD, Stumpf SD, Tsingos M, Banuelos CA, Sadar MD, Blodgett JAV, Andersen RJ, and Ryan KS
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- Humans, Molecular Structure, Anti-Bacterial Agents pharmacology, Anti-Bacterial Agents chemistry, Anti-Bacterial Agents isolation & purification, Microbial Sensitivity Tests, Antineoplastic Agents pharmacology, Antineoplastic Agents chemistry, Antineoplastic Agents isolation & purification, Alanine chemistry, Alanine pharmacology, Alanine analogs & derivatives, Drug Screening Assays, Antitumor, Peptides chemistry, Peptides pharmacology, Peptides isolation & purification, Cell Line, Tumor, Pyridazines, Streptomyces chemistry, Escherichia coli drug effects, Methicillin-Resistant Staphylococcus aureus drug effects
- Abstract
Hybrid genome-mining/
15 N-NMR was used to target compounds containing piperazate (Piz) residues, leading to the discovery of caveamides A ( 1 ) and B ( 2 ) from Streptomyces sp. strain BE230, isolated from New Rankin Cave (Missouri). Caveamides are highly dynamic molecules containing an unprecedented β-ketoamide polyketide fragment, two Piz residues, and a new N -methyl-cyclohexenylalanine residue. Caveamide B ( 2 ) exhibited nanomolar cytotoxicity against several cancer cell lines and nanomolar antimicrobial activity against MRSA and E. coli .- Published
- 2024
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6. Poincaré analysis detects pathological limb loading rate variability in post-anterior cruciate ligament reconstruction individuals.
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Davidson N, Halkiadakis Y, and Morgan KD
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- Humans, Male, Female, Adult, Biomechanical Phenomena, Young Adult, Gait physiology, Case-Control Studies, Walking physiology, Gait Analysis, Anterior Cruciate Ligament Injuries surgery, Anterior Cruciate Ligament Injuries physiopathology, Osteoarthritis, Knee physiopathology, Anterior Cruciate Ligament Reconstruction, Weight-Bearing physiology
- Abstract
Background: Post-ACLR individuals can experience repeated exposure to variable limb loading, which contributes to development of knee osteoarthritis. Variable limb loading can present as loading rate variability (LRV) and is magnified during tasks like fast walking when the system is stressed. Nonlinear measures that evaluate temporal variability have successfully detected changes in gait variability associated with altered motor control, however, appropriately describing and uncovering the nature of gait variability has been challenging. Here, Poincaré analysis, a nonlinear method unique in its ability to capture different aspects of variability, served to uncover and quantify changes in limb LRV. It was hypothesized that post-ACLR individuals' overloaded limbs would quantitatively and graphically demonstrate greater short-term stride-to-stride and long-term limb LRV during fast walking compared to the underloaded and healthy control limbs., Methods: Fourteen post-ACLR individuals and fourteen healthy controls completed a walking protocol on an instrumented treadmill where they walked at 1.0 m/s and 1.5 m/s for 5-minutes each. A Welch's test was performed to compare differences in short-term and long-term LRV metrics for the post-ACLR individuals' overloaded and underloaded limbs and the healthy controls' right limbs., Results: Analyses revealed that the post-ACLR individuals' overloaded limb exhibited significantly greater short-term and long-term values compared to the underloaded and healthy control limbs at 1.5 m/s (p<0.05). Additionally, the loading rate data was widely scattered across the plots for the overloaded limb, indicating greater LRV., Significance: Poincaré analysis successfully identified that post-ACLR overloaded limbs exhibited impaired motor control during fast walking based on quantitative and graphical changes in variability. This highlights the clinical applications of Poincaré analysis, with the plots potentially serving as an easy-to-interpret diagnostic tool for pathological limb LRV., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier B.V. All rights reserved.)
- Published
- 2024
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7. Elevated Electron Temperature Coincident with Observed Fusion Reactions in a Sheared-Flow-Stabilized Z Pinch.
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Levitt B, Goyon C, Banasek JT, Bott-Suzuki SC, Liekhus-Schmaltz C, Meier ET, Morton LA, Taylor A, Young WC, Nelson BA, Sutherland DA, Quinley M, Stepanov AD, Barhydt JR, Tsai P, Morgan KD, van Rossum N, Hossack AC, Weber TR, McGehee WA, Nguyen P, Shah A, Kiddy S, Van Patten M, Youmans AE, Higginson DP, McLean HS, Wurden GA, and Shumlak U
- Abstract
The sheared-flow-stabilized Z pinch concept has been studied extensively and is able to produce fusion-relevant plasma parameters along with neutron production over several microseconds. We present here elevated electron temperature results spatially and temporally coincident with the plasma neutron source. An optical Thomson scattering apparatus designed for the FuZE device measures temperatures in the range of 1-3 keV on the axis of the device, 20 cm downstream of the nose cone. The 17-fiber system measures the radial profiles of the electron temperature. Scanning the laser time with respect to the neutron pulse time over a series of discharges allows the reconstruction of the T_{e} temporal response, confirming that the electron temperature peaks simultaneously with the neutron output, as well as the pinch current and inductive voltage generated within the plasma. Comparison to spectroscopic ion temperature measurements suggests a plasma in thermal equilibrium. The elevated T_{e} confirms the presence of a plasma assembled on axis, and indicates limited radiative losses, demonstrating a basis for scaling this device toward net gain fusion conditions.
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- 2024
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8. Functional connectivity in Lewy body disease with visual hallucinations.
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Firbank MJ, Collerton D, Morgan KD, Schumacher J, Donaghy PC, O'Brien JT, Thomas A, and Taylor JP
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- Humans, Aged, Brain, Hallucinations etiology, Brain Mapping, Cognition, Magnetic Resonance Imaging, Lewy Body Disease complications, Lewy Body Disease diagnostic imaging
- Abstract
Background and Purpose: Visual hallucinations are a common, potentially distressing experience of people with Lewy body disease (LBD). The underlying brain changes giving rise to visual hallucinations are not fully understood, although previous models have posited that alterations in the connectivity between brain regions involved in attention and visual processing are critical., Methods: Data from 41 people with LBD and visual hallucinations, 48 with LBD without visual hallucinations and 60 similarly aged healthy comparator participants were used. Connections were investigated between regions in the visual cortex and ventral attention, dorsal attention and default mode networks., Results: Participants with visual hallucinations had worse cognition and motor function than those without visual hallucinations. In those with visual hallucinations, reduced functional connectivity within the ventral attention network and from the visual to default mode network was found. Connectivity strength between the visual and default mode network correlated with the number of correct responses on a pareidolia task, and connectivity within the ventral attention network with visuospatial performance., Conclusions: Our results add to evidence of dysfunctional connectivity in the visual and attentional networks in those with LBD and visual hallucinations., (© 2023 The Authors. European Journal of Neurology published by John Wiley & Sons Ltd on behalf of European Academy of Neurology.)
- Published
- 2024
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9. Time series modeling characterizes stride time variability to identify individuals with neurodegenerative disorders.
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Halkiadakis Y, Davidson N, and Morgan KD
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- Humans, Time Factors, Gait physiology, Walking physiology, Amyotrophic Lateral Sclerosis, Neurodegenerative Diseases diagnosis, Huntington Disease
- Abstract
The progressive death and dysfunction of neurons causes altered stride-to-stride variability in individuals with Amyotrophic Lateral Sclerosis (ALS) and Huntington's Disease (HD). Yet these altered gait dynamics can manifest differently in these populations based on how and where these neurodegenerative disorders attack the central nervous system. Time series analyses can quantify differences in stride time variability which can help contribute to the detection and identification of these disorders. Here, autoregressive modeling time series analysis was utilized to quantify differences in stride time variability amongst the Controls, the individuals with ALS, and the individuals with HD. For this study, fifteen Controls, 12 individuals with ALS and 15 individuals with HD walked up and down a hallway continuously for 5-min. Participants wore force sensitive resistors in their shoes to collect stride time data. A second order autoregressive (AR) model was fit to the time series created from the stride time data. The mean stride time and two AR model coefficients served as metrics to identify differences in stride time variability amongst the three groups. The individuals with HD walked with significantly greater stride time variability indicating a more chaotic gait while the individuals with ALS adopted more ordered, less variable stride time dynamics (p < 0.001). A plot of the stride time metrics illustrated how each group exhibited significantly different stride time dynamics. The stride time metrics successfully quantified differences in stride time variability amongst individuals with neurodegenerative disorders. This work provided valuable insight about how these neuromuscular disorders disrupt motor coordination leading to the adoption of new gait dynamics., (Copyright © 2023. Published by Elsevier B.V.)
- Published
- 2023
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10. Effect of Purposely Induced Asymmetric Walking Perturbations on Limb Loading After Anterior Cruciate Ligament Reconstruction.
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Halkiadakis Y, Davidson N, and Morgan KD
- Abstract
Background: Patients often sustain prolonged neuromuscular dysfunction after anterior cruciate ligament reconstruction (ACLR). This dysfunction can present as interlimb loading rate asymmetries linked to reinjury and knee osteoarthritis progression., Purpose/hypothesis: To evaluate how asymmetric walking protocols can reduce interlimb loading rate asymmetry in patients after ACLR. It was hypothesized that asymmetric walking perturbations would (1) produce a short-term adaptation of interlimb gait symmetry and (2) induce the temporary storage of these new gait patterns after the perturbations were removed., Study Design: Descriptive laboratory study., Methods: Fifteen patients who had undergone ACLR were asked to perform an asymmetric walking protocol during the study period (2022-2023). First, to classify each limb as overloaded or underloaded based on the vertical ground-reaction force loading rate for each limb, participants were asked to perform baseline symmetric walking trials. Participants then performed an asymmetric walking trial for 10 minutes, where one limb was moving 0.5 m/s faster than the other limb (1 vs 1.5 m/s), followed by a 2-minute 1 m/s symmetric deadaptation walking trial. This process was repeated with the limb speeds switched for a second asymmetric trial., Results: Participants adopted a new, symmetric interlimb loading rate gait pattern over time in response to the asymmetric trial, where the overloaded limb was set at 1 m/s. A linear mixed-effects model detected a significant change in gait dynamics ( P < .001). The participants exhibited negative aftereffects after this asymmetric perturbation, indicating the temporary storage of the new gait pattern. No positive short-term gait adaptation or storage was observed when the overloaded limb was set to a faster speed., Conclusion: Asymmetric walking successfully produced the short-term adaptation of interlimb loading rate symmetry in patients after ACLR and induced the temporary storage of these gait patterns in the initial period when the perturbation was removed., Clinical Relevance: These findings are promising, as they suggest that asymmetric walking could serve as an effective gait retraining protocol that has the potential to improve long-term outcomes in patients after ACLR., Competing Interests: The authors have declared that there are no conflicts of interest in the authorship and publication of this contribution. AOSSM checks author disclosures against the Open Payments Database (OPD). AOSSM has not conducted an independent investigation on the OPD and disclaims any liability or responsibility relating thereto., (© The Author(s) 2023.)
- Published
- 2023
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11. Classification Model for Differentiating Post-ACLR Individuals Using Loading Rate Variation.
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Davidson NA, Halkiadakis YK, and Morgan KD
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- Humans, Biomechanical Phenomena, Gait, Walking, Anterior Cruciate Ligament Injuries surgery, Anterior Cruciate Ligament Reconstruction methods
- Abstract
In post-ACLR individuals, gait variability often represents the presence of altered motor control. Quantifying variable limb loading is challenging, yet nonlinear analyses have been successful in detecting changes in gait variability due to altered motor control. Here, nonlinear metrics were derived and used to train multiple machine learning models to classify between healthy controls and post-ACLR individuals. The metrics were extracted from individuals' vertical ground reaction force data during a fast-walking trial as variable limb loading is exacerbated when the system is stressed and being challenged. It was hypothesized that effective differentiation between healthy control and post-ACLR individuals would be achieved using machine learning models derived from limb loading rate variability measures. Seventeen healthy control and fourteen post-ACLR participants with measured between-limb loading rate asymmetries completed the walking protocol. Ground reaction force data was collected on an instrumented treadmill where they performed walking trials at 1.5 m/s. Nonlinear limb loading rate measures extracted from the healthy controls and post-ACLR participants' data served as inputs to the models in order to train them to distinguish between the two states. A Decision Tree Classifier that utilized a bagging strategy was the best model for distinguishing between healthy control and post-ACLR participants. The model was successful in classifying participants, reporting an accuracy score of 73%, precision score of 100%, and an AUC score of 0.77, despite the smaller dataset. The ability to detect and classify post-ACLR loading rate variation has significant clinical implications, as these methods could be implemented in clinical settings to diagnose pathological limb loading dynamics and/or altered motor control.Clinical Relevance- This classification model can be easily integrated into the clinic to help diagnose pathological limb loading based solely on vertical ground reaction forces and can aid clinicians in providing data-driven metrics to help inform rehabilitation decisions.
- Published
- 2023
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12. The use of nitrogen-15 in microbial natural product discovery and biosynthetic characterization.
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Morgan KD
- Abstract
This mini-review covers the use of nitrogen-15 in bacterial and fungal natural product discovery and biosynthetic characterization from 1970 to 2022. Nitrogen is an important element in a number of bioactive and structurally intriguing natural products including alkaloids, non-ribosomal peptides, and hybrid natural products. Nitrogen-15 can be detected at natural abundance utilizing two-dimensional nuclear magnetic resonance and mass spectrometry. Additionally, it is a stable isotope that can be added to growth media for both filamentous fungi and bacteria. With stable isotope feeding, additional two-dimensional nuclear magnetic resonance and mass spectrometry strategies have become available, and there is a growing trend to use nitrogen-15 stable isotope feeding for the biosynthetic characterization of natural products. This mini-review will catalog the use of these strategies, analyze the strengths and weaknesses of the different approaches, and suggest future directions for the use of nitrogen-15 in natural product discovery and biosynthetic characterization., Competing Interests: The author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2023 Morgan.)
- Published
- 2023
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13. A new metric for characterizing limb loading dynamics in post anterior cruciate ligament reconstruction individuals.
- Author
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Alzakerin HM, Halkiadakis Y, and Morgan KD
- Subjects
- Humans, Lower Extremity surgery, Movement, Biomechanical Phenomena, Knee Joint surgery, Anterior Cruciate Ligament Injuries surgery, Anterior Cruciate Ligament Reconstruction methods, Running
- Abstract
Background: Unresolved neuromuscular deficits often persist in post-anterior cruciate ligament reconstruction (ACLR) individuals manifesting as altered impact and active peak force production during running that can contribute to detrimental limb loading. Elevated impact and active peaks are common in pathological populations indicating a stiffer limb loading strategy. Although impact and active peaks are sensitive to changes in limb loading, to our knowledge, there are no established, standardized measures or cutoff criteria to differentiate between healthy and pathological limb loading. However, prior studies have demonstrated that the ratio between traditional biomechanical measures can be used to successfully establish quantifiable and graphical ranges to delineate between healthy and pathological movement., Research Question: Therefore, this study sought to exploit the impact-to-active peak ratio to generate a new, standardized metric to quantify and characterize limb loading dynamics in healthy controls and post-ACLR individuals during running., Methods: Twenty-eight post-ACLR individuals and 18 healthy controls performed a running protocol. Impact peak and active peak data were extracted from their strides as they ran at a self-selected speed. A linear regression model was fit to the healthy control data and the models 95 % prediction intervals were used to define a boundary region of healthy limb loading dynamics., Results: The post-ACLR individuals produced a higher impact-to-active peak ratio than the healthy controls indicating that they adopted a stiffer limb loading strategy. The boundary regions derived from the impact and active peak model successfully classified the healthy controls and post-ACLR individual's limb loading dynamics with an accuracy, sensitivity, and specificity of 89 %, 100 %, and 75 %, respectively., Significance: The ability to effectively evaluate limb loading dynamics using impact and active peaks can provide clinicians with a new, non-invasive metric to quantify and characterize healthy and pathological movement in a clinical setting., Competing Interests: Conflict of interest We do not have any financial or personal relationships with other people or organizations that could inappropriately influence our manuscript titled “Post Anterior Cruciate Ligament Return-to-Sport Metric Derived from Peak Ground Reaction Forces” which is being submitted as a Full Length Article to the Gait & Posture., (Copyright © 2023 Elsevier B.V. All rights reserved.)
- Published
- 2023
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14. Differing hypertrophy patterns from open and closed kinetic chain training affect quadriceps femoris center of mass and moment of inertia.
- Author
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Earp JE, Angelino D, Hatfield DL, Colantuono V, Jackson ER, Morgan KD, Adami A, Melanson KJ, and Blazevich AJ
- Abstract
Purpose: To determine whether kinetic chain pattern during knee extensor strength training influences quadriceps femoris center of mass and moment of inertia about the hip in a predictable manner as such changes can affect running economy. Methods: Twelve participants completed 8 weeks of both unilateral open (OKC) and closed (CKC) kinetic chain resistance training on opposing legs. Changes in quadriceps femoris muscle volume (VOL
QF ), center of mass location (CoMQF ), and moment of inertia ( IQF ) about the hip were determined from magnetic resonance images scans. Regional hemodynamics of the vastus lateralis taken at 30% and 70% of muscle length during OKC and CKC bouts early in the training program were measured using near-infrared spectroscopy (NIRS) and used post hoc to predict changes in CoMQF . Results: While increases in VOLQF were similar between OKC (Δ79.5 ± 87.9 cm3 ) and CKC (Δ60.2 ± 110.5 cm3 , p = 0.29), the patterns of hypertrophy differed; a distal shift in CoMQF (Δ2.4 ± 0.4 cm, p < 0.001) and increase in IQF (Δ0.017 ± 0.014 kg m2 , p < 0.001) occurred in OKC but not in CKC (CoMQF : Δ-2.2 ± 2.0 cm, IQF : Δ-0.022 ± 0.020 kg m2 , p > 0.05). Regional hemodynamics assessed by NIRS during a single training session displayed similar exercise and regional differences and predicted 39.6% of observed changes in CoMQF . Conclusions: Exercise selection influences muscle shape sufficiently to affect CoMQF and IQF , and these changes may be predicted in part from NIRS measurements during a single workout. Given IQF is inversely related to running economy and since CKC exercise provides a more proximal pattern of hypertrophy than OKC, it may be more preferential for running. The results from the present study also highlight the potential of NIRS as a tool for predicting patterns of hypertrophy between different exercises and exercise conditions., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2023 Earp, Angelino, Hatfield, Colantuono, Jackson, Morgan, Adami, Melanson and Blazevich.)- Published
- 2023
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15. Balance effects of tactile stimulation at the foot.
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Park JH, Benson RF, Morgan KD, Matharu R, and Block HJ
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- Young Adult, Humans, Aged, Lower Extremity, Foot physiology, Proprioception physiology, Shoes, Postural Balance physiology, Touch, Sports
- Abstract
Balance relies on several types of sensory information, including somatosensory senses such as touch and position sense (proprioception). As these senses decline in older adults, there is a question of whether shoes limit somatosensory feedback from the floor. Textured insoles are designed to stimulate the soles of the feet to enhance tactile feedback. Textured insoles have shown balance benefits in some populations, but it is unclear if such tactile stimulation improves a person's balance even in cushioned athletic shoes, which dampen proprioceptive signals. Here we ask whether tactile vs. proprioceptive cues contribute differently to balance control in the healthy somatosensory system. We assessed balance in 20 healthy young adults under four footwear conditions: cushioned shoes with regular insoles, cushioned shoes with textured insoles, barefoot, and minimalist shoes. Each condition was evaluated using the Y-Balance Test (YBT) and the Balance Error Scoring System (BESS), validated tests of dynamic and static balance, respectively. YBT is a dynamic reaching test performed on one leg. The BESS includes various stance conditions with eyes closed. The results showed that footwear influenced dynamic balance only, with textured insoles leading to significantly better performance than barefoot and minimalist shoes did in the YBT. These results suggest that at least for dynamic balance, balance benefits of tactile stimulation from the textured insoles offset any dampening of proprioception caused by the athletic shoes' cushioning. Future research on how these conditions compare in older adults may lead to improved footwear recommendations to reduce fall risk and injuries for that population., (Copyright © 2022 Elsevier B.V. All rights reserved.)
- Published
- 2023
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16. A multi-chord, two-color interferometer using Hilbert transform phase detection for measuring electron density in spheromak plasmas.
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Hossack AC, Morgan KD, Hansen CJ, and Sutherland DA
- Abstract
A new, four-chord, CO
2 /He-Ne heterodyne interferometer has been designed and built for measuring line-averaged plasma density in the HIT-SI3 and subsequent HIT-SIU sustained spheromak devices. The two-color system successfully eliminates vibration-induced errors caused by mirrors that are secured to the vacuum chamber and is able to resolve electron densities ne in the full operating range of 1018 -1020 m-3 in both experiments with an integrated error of 4.7 × 1017 m-2 . Data are presented from high toroidal current plasma discharges, showing the time evolution of electron densities ne and jϕ /ne along multiple chords.- Published
- 2022
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17. Free Piperazic Acid as a Precursor to Nonribosomal Peptides.
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Wei ZW, Niikura H, Morgan KD, Vacariu CM, Andersen RJ, and Ryan KS
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- Nitrogen, Peptides chemistry, Substrate Specificity, Peptide Synthases metabolism, Pyridazines chemistry
- Abstract
Piperazic acid (Piz) is a nonproteinogenic amino acid possessing a rare nitrogen-nitrogen bond. However, little is known about how Piz is incorporated into nonribosomal peptides, including whether adenylation domains specific to Piz exist. In this study, we show that free piperazic acid is directly adenylated and then incorporated into the incarnatapeptin nonribosomal peptides through isotopic incorporation studies. We also use in vitro reconstitution to demonstrate adenylation of free piperazic acid with a three-domain nonribosomal peptide synthetase from the incarnatapeptin gene cluster. We furthermore use bioinformatics and site-directed mutagenesis to outline consensus sequences for the adenylation of piperazic acid, which can now be used for the prediction of gene clusters linked to piperazic-acid-containing peptides. Finally, we discover a fusion protein of a piperazate synthase and an adenylation domain, highlighting the close biosynthetic relationship of piperazic acid formation and its adenylation. Altogether, our work demonstrates the evolution of biosynthetic systems for the activation of free piperazic acid through adenylation, a pathway we suggest is likely to be employed in the majority of pathways to piperazic-acid-containing peptides.
- Published
- 2022
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18. Natural Products Produced in Culture by Biosynthetically Talented Salinispora arenicola Strains Isolated from Northeastern and South Pacific Marine Sediments.
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Williams DE, Morgan KD, Dalisay DS, Matainaho T, Perrachon E, Viller N, Delcroix M, Gauchot J, Niikura H, Patrick BO, Ryan KS, and Andersen RJ
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- Geologic Sediments microbiology, Actinomycetales, Biological Products metabolism, Micromonosporaceae genetics
- Abstract
Laboratory cultures of two 'biosynthetically talented' bacterial strains harvested from tropical and temperate Pacific Ocean sediment habitats were examined for the production of new natural products. Cultures of the tropical Salinispora arenicola strain RJA3005, harvested from a PNG marine sediment, produced salinorcinol ( 3 ) and salinacetamide ( 4 ), which had previously been reported as products of engineered and mutated strains of Amycolatopsis mediterranei , but had not been found before as natural products. An S . arenicola strain RJA4486, harvested from marine sediment collected in the temperate ocean waters off British Columbia, produced the new aminoquinone polyketide salinisporamine ( 5 ). Natural products 3 , 4 , and 5 are putative shunt products of the widely distributed rifamycin biosynthetic pathway.
- Published
- 2022
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19. COVID-19 vaccine hesitancy among rural Oklahomans.
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Hubach RD, Shannon B, Morgan KD, Alexander C, O'Neil AM, Ernst C, and Giano Z
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- COVID-19 Vaccines, Cross-Sectional Studies, Humans, Rural Population, SARS-CoV-2, Vaccination, Vaccination Hesitancy, COVID-19 prevention & control, Vaccines
- Abstract
Introduction: COVID-19 vaccination is widely recommended as a prevention strategy; however, vaccine uptake is disproportionately lower among rural Americans compared to their urban counterparts. Development of public health activities to address the rural-urban vaccine gap requires an understanding of determinants of vaccine hesitation. The present study explores perceptions of and barriers to COVID-19 vaccination among rural Oklahomans., Methods: Between March and May 2021, 222 residents, unvaccinated for COVID-19, within rural Oklahoma counties completed a cross-sectional, online questionnaire to qualitatively assess perceptions, benefits, and concerns regarding getting vaccinated for COVID-19., Results: Approximately two-fifths of rural respondents in the present study were hesitant to get vaccinated, even when a vaccine was made available to them. Major factors included limited knowledge and understanding about the vaccine, including potential side-effects and long-term complications, as well as skepticism surrounding COVID-19 vaccine development and efficacy. Among the potential perceived benefits of vaccination were protecting the health of vulnerable individuals and the ability to return to normal day-to-day activities., Conclusion: Increases in COVID-19 cases and deaths in rural areas are expected to continue as new variants are introduced within communities. The present findings highlight the need for the development of culturally tailored vaccine information, to be disseminated by local leaders within rural communities.
- Published
- 2022
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20. Classification Model for Discriminating Trunk Fatigue During Running.
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Halkiadakis Y, Alzakerin HM, and Morgan KD
- Subjects
- Biomechanical Phenomena, Fatigue diagnosis, Gait, Humans, Torso, Running
- Abstract
Purpose: Fatigue is often associated with increased injury risk. Many studies have focused on fatigue in the lower extremity muscles brought on by running, yet few have examined the relationship between fatigue of the core musculature and associated changes in running gait. To investigate the relationship between trunk fatigue and running dynamics, this study had two goals: (1) to use machine learning to determine which gait parameters are most associated with trunk fatigue; and (2) to develop a machine learning algorithm that uses those parameters to classify individuals with trunk fatigue. We hypothesized that we could effectively differentiate between the non-fatigued and fatigued states using machine learning models derived from running gait parameters., Methods: Seventy-two individuals performed a trunk fatigue protocol. Lower extremity running biomechanics were collected pre- and post- the trunk fatigue protocol using an instrumented treadmill and 10-camera motion capture system.The fatiguing protocol involved executing a series of trunk fatiguing exercises until established fatigue criteria were reached. Gait variables extracted from the non-fatigued and fatigued states served as model inputs to aid in the development of the machine learning model that would distinguish between non-fatigued and fatigued running., Results: The machine learning protocol determined three variables - stance time, maximum propulsive GRF and maximum braking GRF - to be the best discriminators between non-fatigued and fatigued running. The SVM with Bagging was the best performing model that discriminated between non-fatigued and fatigued running with an accuracy of 82%, precision of 77%, recall of 90%, and area under the receiver operating curve of 0.91., Conclusion: The machine learning model was effective in classifying between non-fatigued and fatigued running using three gait parameters extracted from GRF waveforms. The ability to classify fatigue using these easy to measure GRF derived parameters enhances the ability for the model to be integrated into wearable technology and the clinical setting to aid in the detection of fatigue and potentially injury, as fatigue is often a precursor to injury.Clinical Relevance- This model has the potential to be implemented in a clinical setting to determine the onset of trunk fatigue through basic gait analysis, involving only the ground reaction forces. This model would be aimed toward injury prevention since fatigue is linked to increased risk of injury.
- Published
- 2021
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21. A Metric for Identifying Stress Fractures in Runners.
- Author
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Halkiadakis Y, Alzakerin HM, and Morgan KD
- Subjects
- Biomechanical Phenomena, Humans, Fractures, Stress diagnosis, Fractures, Stress epidemiology, Running
- Abstract
Purpose: Stress fractures are common overuse running injuries. Individuals with stress fractures exhibit running biomechanics characterized by elevated impact peak and loading rate. While elevated impact peak and loading rate are associated with stress fractures, there are few established metrics used to identify the presence of stress fractures in individuals. Here this study aims to exploit the linear relationship between the impact peak and loading rate to establish a metric to help identify individuals with stress fractures. We hypothesize that the ratio between the impact peak and loading rate will serve as a metric to delineate between healthy controls and those with stress fractures., Methods: Fifteen healthy controls and 11 individuals with stress fractures performed a running protocol. A linear regression model fit to the stress fracture impact peak and loading rate data produced a lower 95% confidence limit boundary that served as the demarcation line between the two groups., Results: Individuals with stress fractures tended to reside above the line with the line accurately classifying 82% of the individuals with stress fractures., Conclusion: The analysis supported the hypothesis and demonstrated how the relationship between impact peak and loading rate can help identify the presence of stress fractures in individuals.Clinical Relevance- The relationship between impact peak and loading rate has the potential to serve as clinically useful metric to identify stress fractures during running.
- Published
- 2021
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22. Physics-constrained, low-dimensional models for magnetohydrodynamics: First-principles and data-driven approaches.
- Author
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Kaptanoglu AA, Morgan KD, Hansen CJ, and Brunton SL
- Abstract
Plasmas are highly nonlinear and multiscale, motivating a hierarchy of models to understand and describe their behavior. However, there is a scarcity of plasma models of lower fidelity than magnetohydrodynamics (MHD), although these reduced models hold promise for understanding key physical mechanisms, efficient computation, and real-time optimization and control. Galerkin models, obtained by projection of the MHD equations onto a truncated modal basis, and data-driven models, obtained by modern machine learning and system identification, can furnish this gap in the lower levels of the model hierarchy. This work develops a reduced-order modeling framework for compressible plasmas, leveraging decades of progress in projection-based and data-driven modeling of fluids. We begin by formalizing projection-based model reduction for nonlinear MHD systems. To avoid separate modal decompositions for the magnetic, velocity, and pressure fields, we introduce an energy inner product to synthesize all of the fields into a dimensionally consistent, reduced-order basis. Next, we obtain an analytic model by Galerkin projection of the Hall-MHD equations onto these modes. We illustrate how global conservation laws constrain the model parameters, revealing symmetries that can be enforced in data-driven models, directly connecting these models to the underlying physics. We demonstrate the effectiveness of this approach on data from high-fidelity numerical simulations of a three-dimensional spheromak experiment. This manuscript builds a bridge to the extensive Galerkin literature in fluid mechanics and facilitates future principled development of projection-based and data-driven models for plasmas.
- Published
- 2021
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23. High-speed feedback control of an oscillating magnetic helicity injector using a graphics processing unit.
- Author
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Morgan KD, Hossack AC, Hansen CJ, Nelson BA, and Sutherland DA
- Abstract
A real-time control system has been developed to control the amplitude, phase, and offset of bulk plasma parameters inside an oscillating magnetic helicity injector. Control software running entirely on an Nvidia Tesla P40 graphical processing unit is able to receive digitizer inputs and send response patterns to a Pulse Width Modulation (PWM) controller with a minimum control loop period of 12.8 µs. With an input digitization rate of 10 MS/s, a three-parameter proportional integral differential controller is shown to be sufficient to inform the PWM controller to drive the desired oscillating plasma waveform with a frequency of 16.6 kHz that is located near the resonance of a coupled RLC circuit. In particular, the temporal phase of the injector waveform is held within 10° of the target value. Control is demonstrated over the toroidal modal structure of the imposed magnetic perturbations of the helicity injection system, allowing a new class of discharges to be studied.
- Published
- 2021
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24. Force and Rate Metrics Provide Return-to-Sport Criterion after ACL Reconstruction.
- Author
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Alzakerin HM, Halkiadakis Y, and Morgan KD
- Subjects
- Adolescent, Adult, Anterior Cruciate Ligament Injuries physiopathology, Biomechanical Phenomena, Humans, Regression Analysis, Running physiology, Young Adult, Anterior Cruciate Ligament Injuries surgery, Anterior Cruciate Ligament Reconstruction rehabilitation, Exercise Test methods, Lower Extremity physiology, Return to Sport
- Abstract
Purpose: Peak vertical ground reaction force and linear loading rate can be valuable metrics for return-to-sport assessment because they represent limb loading dynamics; yet, there is no defined cutoff criterion to differentiate between healthy and altered limb loading. Studies have shown that healthy individuals exhibit strong first-order relationships between gait variables whereas individuals with pathological conditions did not. Thus, this study sought to explore and exploit this first-order relationship to define a region of healthy limb dynamics, which individuals with pathological conditions would reside outside of, to rapidly assess individuals with altered limb loading dynamics for return to sport. We hypothesized that there would be a strong first-order linear relationship between vertical ground reaction force peak force and linear loading rate in healthy controls' limbs, which could be exploited to identify abnormal limb loading dynamics in post-anterior cruciate ligament reconstruction (ACLR) individuals., Methods: Thirty-one post-ACLR individuals and 31 healthy controls performed a running protocol. A first-order regression analysis modeled the relationship between peak vertical ground reaction forces and linear vertical ground reaction force loading rate in the healthy control limbs to define a region of healthy dynamics to evaluate post-ACLR reconstructed limb dynamics., Results: A first-order regression model aided in the determination of cutoff criteria to define a region of healthy limb dynamics. Ninety percent of the post-ACLR reconstructed limbs exhibited abnormal limb dynamics based on their location outside of the region of healthy dynamics., Conclusion: This approach successfully delineated between healthy and abnormal limb loadings dynamics in controls and post-ACLR individuals. The findings demonstrate how force and loading rate-dependent metrics can help develop criteria for individualized post-ACLR return-to-sport assessment., (Copyright © 2020 by the American College of Sports Medicine.)
- Published
- 2021
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25. Simultaneous Use of Alcohol and Electronic Nicotine Delivery Systems among College Students: Vaping History, Motivations for Use, and Outcome Expectancies.
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Samuolis J, Morgan KD, Greer AE, Diaz G, and Elimanco K
- Subjects
- Female, Humans, Male, Motivation, Students, Universities, Electronic Nicotine Delivery Systems, Vaping
- Abstract
Introduction: Simultaneous polydrug use of electronic nicotine delivery systems (ENDS) and alcohol among college students is not well understood despite high rates of vaping and alcohol use among this population. The current study examined rates of simultaneous use and compared demographic characteristics, vaping history, motivations for initiating use, and outcome expectancies based on polydrug use status. Methods: An online and paper-and pencil questionnaire was administered to undergraduate students at a university in the northeast of the U.S. Purposive sampling strategies were used and a raffle was offered to incentivize participation. Results: Simultaneous polydrug use was prevalent in the sample of 670 college students, with 55.6% reporting simultaneous and non-simultaneous use, 34.0% reporting simultaneous use only, and 10.4% reporting non-simultaneous use only. An examination of differences based on polydrug use status indicated that students who reported simultaneous and non-simultaneous use were more likely to be males, report vaping daily, and endorse a wide range of motivations for use. Students who engaged in simultaneous use only were more likely to be females, indicate a social contextual-related motivation for initiating use, and had higher scores on appetite control, emotion regulation, and taste sensation outcome expectancies. Students who engaged in non-simultaneous use only were more likely to be nonwhite students and report the lowest expectation of health risks. Conclusions: The findings reveal differences based on simultaneous polydrug use status that can be informative in the development of contextually relevant prevention programming. Future research is needed to further explore simultaneous use of ENDS and alcohol.
- Published
- 2021
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26. Characterizing gait pattern dynamics during symmetric and asymmetric walking using autoregressive modeling.
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Mahzoun Alzakerin H, Halkiadakis Y, and Morgan KD
- Subjects
- Adult, Biomechanical Phenomena, Exercise Test, Female, Healthy Volunteers, Humans, Male, Models, Theoretical, Gait physiology, Gait Analysis methods, Walking physiology
- Abstract
Gait asymmetry is often observed in populations with varying degrees of neuromuscular control. While changes in vertical ground reaction force (vGRF) peak magnitude are associated with altered limb loading that can be observed during asymmetric gait, the challenge is identifying techniques with the sensitivity to detect these altered movement patterns. Autoregressive (AR) modeling has successfully delineated between healthy and pathological gait during running; but has been little explored in walking. Thus, AR modeling was implemented to assess differences in vGRF pattern dynamics during symmetric and asymmetric walking. We hypothesized that the AR model coefficients would better detect differences amongst the symmetric and asymmetric walking conditions than the vGRF peak magnitude mean. Seventeen healthy individuals performed a protocol that involved walking on a split-belt instrumented treadmill at different symmetric (0.75m/s, 1.0 m/s, 1.5 m/s) and asymmetric (Side 1: 0.75m/s-Side 2:1.0 m/s; Side 1:1.0m/s-Side 2:1.5 m/s) gait conditions. Vertical ground reaction force peaks extracted during the weight-acceptance and propulsive phase of each step were used to construct a vGRF peak time series. Then, a second order AR model was fit to the vGRF peak waveform data to determine the AR model coefficients. The resulting AR coefficients were plotted on a stationarity triangle and their distance from the triangle centroid was computed. Significant differences in vGRF patterns were detected amongst the symmetric and asymmetric conditions using the AR modeling coefficients (p = 0.01); however, no differences were found when comparing vGRF peak magnitude means. These findings suggest that AR modeling has the sensitivity to identify differences in gait asymmetry that could aid in monitoring rehabilitation progression., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2020
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27. Classification of Post-Anterior Cruciate Ligament Reconstruction Running Dynamics using Non-Traditional Features.
- Author
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Alzakerin HM, Halkiadakis Y, and Morgan KD
- Subjects
- Biomechanical Phenomena, Humans, Anterior Cruciate Ligament Injuries surgery, Anterior Cruciate Ligament Reconstruction, Running
- Abstract
Despite extensive rehabilitation, nearly half of all post-anterior cruciate ligament reconstruction (ACLR) individuals are unable to perform dynamic tasks at the level they did prior to their injury. This inability can be attributed to unresolved neuromuscular deficits that manifest as altered limb dynamics. While traditional discrete metrics; such as peak vertical ground reaction force (vGRF) and peak knee flexion angle, have been used to successfully differentiate between healthy and pathological running dynamics, recent studies have shown that non-traditional metrics derived from autoregressive (AR) modeling and Smoothed Pseudo Wigner-Ville (SPWV) analysis techniques can also successfully delineate between healthy and pathological populations and could potentially possess greater sensitivity than the traditional metrics. Thus, the objective of this study was to compare the performance of classification models generated from traditional and nontraditional metrics collected from healthy controls and post-ACLR individuals during a running protocol. We hypothesized that the non-traditional metric-based classification model would outperform the traditional metric based model. Thirty-one controls and 31 post-ACLR individuals performed a running protocol from which the traditional metrics - peak vGRF, linear vGRF loading rate and peak knee flexion angle - and nontraditional metrics - dynamic vGRF ratio, AR model coefficients, and a SPWV derived low frequency-high frequency ratio - were extracted from vGRF and knee flexion running waveforms. The results indicated that a fine Gaussian SVM classification model derived from the non-traditional metrics had an accuracy of 87%, specificity of 83% and sensitivity of 61% and it outperformed the classification model derived from traditional metrics. These findings indicate that additional, valuable information can be ascertained from non-traditional metrics that evaluate waveform dynamics. Additionally, it suggests that this or similar models can be used to track the restoration of healthy running dynamics in post-ACLR individuals during rehabilitation.
- Published
- 2020
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28. Incarnatapeptins A and B, Nonribosomal Peptides Discovered Using Genome Mining and 1 H/ 15 N HSQC-TOCSY.
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Morgan KD, Williams DE, Patrick BO, Remigy M, Banuelos CA, Sadar MD, Ryan KS, and Andersen RJ
- Subjects
- Antineoplastic Agents chemistry, Antineoplastic Agents isolation & purification, Biological Products chemistry, Biological Products isolation & purification, Cell Line, Tumor, Cell Proliferation drug effects, Cell Survival drug effects, Drug Screening Assays, Antitumor, Humans, Magnetic Resonance Spectroscopy, Nitrogen Isotopes, Protons, Streptomyces genetics, Antineoplastic Agents pharmacology, Biological Products pharmacology, Streptomyces chemistry
- Abstract
Methods for the focused isolation of low-abundance natural products with specific chemical substructures could expand known bioactive chemical diversity for drug discovery. Here we report the combined use of genome mining and an
15 N NMR-based screening method for the targeted isolation of the low-abundance piperazic-acid-containing peptides incarnatapeptins A ( 1 ) and B ( 3 ). Incarnatapeptin B ( 3 ) shows in vitro cytotoxicity to LNCaP prostate cancer cells.- Published
- 2020
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29. Piperazic acid-containing natural products: structures and biosynthesis.
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Morgan KD, Andersen RJ, and Ryan KS
- Subjects
- Biological Products pharmacology, Molecular Structure, Multigene Family, Peptides chemistry, Peptides metabolism, Peptides, Cyclic biosynthesis, Peptides, Cyclic chemistry, Pyridazines metabolism, Biological Products chemistry, Biological Products metabolism, Pyridazines chemistry
- Abstract
Covering: up to the end of 2018 Piperazic acid is a cyclic hydrazine and a non-proteinogenic amino acid found in diverse non-ribosomal peptide (NRP) and hybrid NRP-polyketide (PK) structures. Piperazic acid was first identified as a residue in the monamycins in 1959. Since then, the piperazic acid residue has been found in >30 families of natural products, representing >140 compounds. Many of these compounds have potent biological activity, ranging from anti-malarial to anti-apoptotic to anti-bacterial activity, although high toxicity often accompanies this potent biological activity. Recently, we identified a piperazate synthase, responsible for N-N bond formation to give piperazic acid. Here, we review piperazic acid-containing natural products discovered from 1959 to 2018, with an emphasis on the biosynthetic routes to these natural products.
- Published
- 2019
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30. Autoregressive modeling to assess stride time pattern stability in individuals with Huntington's disease.
- Author
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Alzakerin HM, Halkiadakis Y, and Morgan KD
- Subjects
- Adult, Case-Control Studies, Female, Humans, Male, Middle Aged, Walking physiology, Young Adult, Gait physiology, Gait Disorders, Neurologic physiopathology, Huntington Disease physiopathology, Models, Statistical
- Abstract
Background: Huntington's disease (HD) is a progressive, neurological disorder that results in both cognitive and physical impairments. These impairments affect an individual's gait and, as the disease progresses, it significantly alters one's stability. Previous research found that changes in stride time patterns can help delineate between healthy and pathological gait. Autoregressive (AR) modeling is a statistical technique that models the underlying temporal patterns in data. Here the AR models assessed differences in gait stride time pattern stability between the controls and individuals with HD. Differences in stride time pattern stability were determined based on the AR model coefficients and their placement on a stationarity triangle that provides a visual representation of how the patterns mean, variance and autocorrelation change with time. Thus, individuals who exhibit similar stride time pattern stability will reside in the same region of the stationarity triangle. It was hypothesized that individuals with HD would exhibit a more altered stride time pattern stability than the controls based on the AR model coefficients and their location in the stationarity triangle., Methods: Sixteen control and twenty individuals with HD performed a five-minute walking protocol. Time series' were constructed from consecutive stride times extracted during the protocol and a second order AR model was fit to the stride time series data. A two-sample t-test was performed on the stride time pattern data to identify differences between the control and HD groups., Results: The individuals with HD exhibited significantly altered stride time pattern stability than the controls based on their AR model coefficients (AR1 p < 0.001; AR2 p < 0.001)., Conclusions: The AR coefficients successfully delineated between the controls and individuals with HD. Individuals with HD resided closer to and within the oscillatory region of the stationarity triangle, which could be reflective of the oscillatory neuronal activity commonly observed in this population. The ability to quantitatively and visually detect differences in stride time behavior highlights the potential of this approach for identifying gait impairment in individuals with HD.
- Published
- 2019
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31. Autoregressive Modeling as Diagnostic Tool to Identify Postanterior Cruciate Ligament Reconstruction Limb Asymmetry.
- Author
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Morgan KD
- Abstract
Between-limb deficits in vertical ground reaction force (vGRF) production continue to remain years after anterior cruciate ligament rehabilitation, resulting in altered dynamic stability. However, the challenge is in identifying ways to assess this between-limb stability. This study implemented second-order autoregressive [AR(2)] modeling and its stationarity triangle to both quantitatively and visually delineate differences in dynamic stability from peak vGRF data in controls and post-anterior cruciate ligament reconstruction (ACLR) individuals during running. It was hypothesized that post-ACLR individuals would exhibit less dynamic stability than the controls, and that they would reside in a different location on the stationarity triangle, thus denoting differences in stability. The results presented supported the hypothesis that post-ACLR individuals exhibited significantly less dynamic stability than their control counterparts based on their model coefficients (AR1 P < .01; AR2 P = .02). These findings suggested that the post-ACLR individuals adopted a similar running pattern, possibly due to muscle weakness asymmetry, which was less dynamically stable and potentially places them at greater risk for injury. The ability of this approach to both quantitatively and visually delineate differences between these 2 groups indicates its potential as a return-to-sport decision tool.
- Published
- 2019
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32. Altered movement strategy of chronic ankle instability individuals with postural instability classified based on Nyquist and Bode analyses.
- Author
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Terada M, Morgan KD, and Gribble PA
- Subjects
- Adult, Biomechanical Phenomena, Case-Control Studies, Exercise Test, Female, Humans, Male, Young Adult, Ankle Injuries physiopathology, Ankle Joint physiopathology, Joint Instability physiopathology, Postural Balance physiology
- Abstract
Background: The aim of the current study was to assess movement strategies during a single leg balance in chronic ankle instability individuals with unstable postural control strategy identified by Nyquist and Bode analyses in conjunction with sample entropy., Methods: Thirty-three participants with self-reported chronic ankle instability and 22 healthy controls performed single-leg eyes closed static balance trials. The sagittal and frontal plane kinematics in the lower extremity and trunk as well as center of pressure trajectories were recorded during three, 20-second trials. The Nyquist and Bode stability analyses, which classify center of pressure waveforms as stable based on the resulting gain and phase margins, were performed to identify the presence of postural control deficits. Sample entropy was implemented to analyze movement strategies during the task., Findings: Based on the Nyquist and Bode stability analyses, we included 19 out of 33 chronic ankle instability participants with unstable postural control strategy and 16 out of 22 controls with stable postural control strategy in the final analyses. Chronic ankle instability participants demonstrated a significantly lower sample entropy value in sagittal and frontal plane trunk kinematics and sagittal plane hip kinematics compared to the controls. No between-group differences existed in other kinematic measures., Interpretation: The lower sample entropy values in participants with chronic ankle instability indicates that those with postural control deficits may increase reliance on the trunk and hip joint contributions to the maintenance of postural control, reflecting changes in the sensorimotor constraints on movement patterns during the task., (Copyright © 2019 Elsevier Ltd. All rights reserved.)
- Published
- 2019
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33. Using Time-Frequency Analysis to Characterize Altered Knee Dynamics in Post ACL Reconstruction Individuals.
- Author
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Morgan KD
- Subjects
- Case-Control Studies, Humans, Knee Joint, Movement, Running, Weight-Bearing, Anterior Cruciate Ligament Injuries surgery, Anterior Cruciate Ligament Reconstruction, Biomechanical Phenomena, Knee surgery
- Abstract
More than 250,000 individuals suffer an anterior cruciate ligament (ACL) injury in the United States each year requiring surgery and rehabilitation. However, despite exhaustive rehabilitation individuals are often plagued by neuromuscular deficits that lead to detrimental knee loading and knee osteoarthritis. Traditionally, time domain-based metrics like peak sagittal plane knee angle are used to quantify differences in knee mechanics; however, additional information can potentially be elucidated from time-frequency analyses. Here Smoothed Pseudo Wigner-Ville (SPWV), a time-frequency analysis technique, was used to investigate differences in knee loading dynamics between healthy controls and post ACL reconstruction individuals during running. The results indicated that post ACL reconstruction individuals adopt significantly different loading strategies in their injured limb than their non-injured limb. Individuals adopt a stiffer, more restrictive movement strategy delineated by a stronger low frequency to high frequency (LF/HF) ratio while the non-injured limb exhibit a more oscillatory motion (p<; 0.001). The time domain metrics were unable to identify differences between the ACL injured and non-injured limbs. The ability of SPWV to provide both quantitative and visual means to detect these differences supports its use as a clinical tool to track and monitor joint health.
- Published
- 2019
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34. Identification of knee gait waveform pattern alterations in individuals with patellofemoral pain using fast Fourier transform.
- Author
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Morgan KD and Noehren B
- Subjects
- Adult, Biomechanical Phenomena, Female, Humans, Male, Patellofemoral Pain Syndrome diagnosis, Young Adult, Fourier Analysis, Gait Analysis, Knee physiopathology, Patellofemoral Pain Syndrome physiopathology
- Abstract
Patellofemoral pain (PFP) is one of the most common overuse injuries of the knee. Previous research has found that individuals with PFP exhibit differences in peak hip kinematics; however, differences in peak knee kinematics, where the pain originates, are difficult to elucidate. To better understand the mechanism behind PFP, we sought to characterize differences in knee gait kinematic waveform patterns in individuals with PFP compared to healthy individuals using fast Fourier transform (FFT). Sixteen control and sixteen individuals with PFP participated in a fast walk protocol. FFT was used to decompose the sagittal, frontal and transverse plane knee gait waveforms into sinusoidal signals. A two-way ANOVA and Bonferroni post hoc analysis compared group, limb and interaction effects on sagittal, frontal and transverse amplitude, frequency and phase components between control and PFP individuals gait waveforms. Differences in frequency and phase values were found in the sagittal and frontal plane knee waveforms between the control and PFP groups. The signal-to-noise ratio also reported significant differences between the PFP and control limbs in the sagittal (p<0.01) and frontal planes (p = 0.04). The findings indicate that differences in gait patterns in the individuals with PFP were not the result of amplitude differences, but differences attributed to temporal changes in gait patterns detected by the frequency and phase metrics. These changes suggest that individuals with PFP adopted a more deliberate, stiffer gait and exhibit altered joint coordination. And the FFT technique could serve as a fast, quantifiable tool for clinicians to detect PFP., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2018
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35. A reassessment of the higher-order factor structure of the German Schizotypal Personality Questionnaire (SPQ-G) in German-speaking adults.
- Author
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Barron D, Voracek M, Tran US, Ong HS, Morgan KD, Towell T, and Swami V
- Subjects
- Adult, Cross-Cultural Comparison, Europe, Factor Analysis, Statistical, Female, Humans, Language, Male, Psychometrics, Reproducibility of Results, Schizotypal Personality Disorder ethnology, Schizotypal Personality Disorder psychology, Transients and Migrants psychology, Translations, United Kingdom, Personality Assessment standards, Schizotypal Personality Disorder diagnosis, Surveys and Questionnaires standards
- Abstract
The Schizotypal Personality Questionnaire (SPQ) is a widely-used self-report instrument for the assessment of schizotypal personality traits. However, the factor structure of scores on English and non-English translations of the SPQ has been a matter of debate. With little previous factorial evaluation of the German version of the SPQ (SPQ-G), we re-assessed the higher-order factor structure of the measure. A total of 2,428 German-speaking adults from Central Europe (CE) and the United Kingdom (UK) completed the SPQ-G. Confirmatory factor analysis - testing proposed 2-, 3-, and 4-factor models of SPQ-G scores - indicated that the 4-factor solution had best fit. Partial measurement invariance across cultural group (CE and UK) and sex was obtained for the 4-factor model. Further analyses showed CE participants had significantly higher scores than UK participants on one schizotypal facet. These results suggest that scores on the SPQ-G are best explained in terms of a higher-order, 4-factor solution in German migrant and non-migrant adults., (Copyright © 2018. Published by Elsevier B.V.)
- Published
- 2018
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36. Empirical Based Modeling for the Assessment of Dynamic Knee Stability: Implications for Anterior Cruciate Ligament Injury Risk.
- Author
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Morgan KD, Donnelly CJ, and Reinbolt JA
- Subjects
- Anterior Cruciate Ligament Injuries prevention & control, Athletes, Australia, Biomechanical Phenomena, Humans, Knee, Male, Young Adult, Anterior Cruciate Ligament Injuries diagnosis, Joint Instability diagnosis, Knee Joint physiology, Models, Biological
- Abstract
Anterior cruciate ligament (ACL) injuries are common sports injuries, costing the U.S. roughly $1 billion annually. To better understand the underlying injury mechanism, Nyquist and Bode stability criteria were applied to assess frontal plane dynamic knee stability among male Australian Football players during the weight-acceptance phase of single-leg jump landing. Out of 30 landings, 19 were classified as stable and 11 as unstable. Medial and lateral vasti, hamstring and gastrocnemii muscle activation waveforms were analyzed in parallel to determine if individuals with stable and unstable frontal plane joint biomechanics possessed different lower limb neuromuscular strategies. The total quadriceps muscle activation during the stable landings were significantly higher (p=0.02) than during the unstable landings. Additionally, the vasti exhibited a medial dominance during the stable landings compared to the unstable (p=0.06). These results suggest that individuals with unstable frontal plane knee landing mechanics may have reduced recruitment of the muscles crossing the knee; specifically, the medial muscles, which could limit their ability to compress and support the joint. The stability criteria were able to classify stable and unstable knee mechanics. And the differences in muscle activation during these stable and unstable landings provided new insights towards the ACL injury mechanism and possible injury prevention countermeasures.
- Published
- 2018
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37. Psychometric properties of the Malay Schizotypal Personality Questionnaire: Measurement invariance and latent mean comparisons in Malaysian adults.
- Author
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Barron D, Morgan KD, Towell T, Jaafar JL, and Swami V
- Subjects
- Adult, Female, Humans, Malaysia ethnology, Male, Psychometrics instrumentation, Reproducibility of Results, Schizotypal Personality Disorder ethnology, Young Adult, Psychiatric Status Rating Scales standards, Psychometrics standards, Schizotypal Personality Disorder diagnosis
- Abstract
Introduction: The Schizotypal Personality Questionnaire (SPQ) is a widely used self-report measurement instrument for the assessment of schizotypal personality traits. However, the factor structure of the SPQ has been a matter of some debate. As a contribution to this debate, we examined the factor structure of the SPQ in Malaysian adults., Method: A total of 382 Malaysian adults completed a Malay translation of the SPQ. Confirmatory factory analysis was used to examine the fit of 3- and 4-factor solutions for the higher-order dimensionality of the SPQ. Ethnic invariance for the best-fitting model was tested at the configural, metric, and scalar levels, and a multivariate analysis of variance was used to examine sex and ethnicity differences in domain scores., Results: The 4-factor model provided a better fit to the data than did the 3-factor model. The 4-factor model also demonstrated partial measurement invariance across ethnic groups. Latent mean comparisons for sex and ethnicity revealed a number of significant differences for both factors, but effect sizes were small., Discussion: The 4-factor structure of the SPQ received confirmatory support and can be used in Malay-speaking populations., (© 2017 John Wiley & Sons Australia, Ltd.)
- Published
- 2018
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38. The relationship between schizotypal facets and conspiracist beliefs via cognitive processes.
- Author
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Barron D, Furnham A, Weis L, Morgan KD, Towell T, and Swami V
- Subjects
- Adult, Female, Humans, Male, Cognition, Culture, Magic, Schizotypal Personality Disorder psychology, Thinking
- Abstract
This study sought to replicate previous work showing relationships between components of schizotypy and conspiracist beliefs, and extend it by examining the mediating role of cognitive processes. An international online sample of 411 women and men (mean age = 35.41 years) completed measures of the schizotypal facets of Odd Beliefs or Magical Thinking and Ideas of Reference, conspiracist beliefs, and cognitive processes related to need for cognition, analytic thinking, and cognitive insight. Path analysis confirmed the associations between both schizotypal facets and conspiracist beliefs in the present sample. Confirmatory evidence was found for the association between analytic thinking and conspiracist beliefs, and results also suggested an association between cognitive insight and conspiracist beliefs. Cognitive insight also mediated the link between Odd Beliefs or Magical Thinking and Ideas of Reference with conspiracist beliefs. However, analytic thinking provided a mediating link to conspiracy ideation for Odd Beliefs or Magical Thinking and not Ideas of Reference. Finally, there was an association between Odd Beliefs or Magical Thinking and need for cognition, but this path did not extend to conspiracist beliefs. These results suggest possible mediating roles for analytic thinking and self-certainty between schizotypy and conspiracist beliefs., (Copyright © 2017 Elsevier B.V. All rights reserved.)
- Published
- 2018
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39. Authors' reply.
- Author
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Falkenberg I, Benetti S, Raffin M, Wuyts P, Pettersson-Yeo W, Dazzan P, Morgan KD, Murray RM, Marques TR, David AS, Jarosz J, Simmons A, Williams S, and McGuire P
- Subjects
- Humans, Magnetic Resonance Imaging, Psychotic Disorders
- Published
- 2017
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40. Clinical utility of magnetic resonance imaging in first-episode psychosis.
- Author
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Falkenberg I, Benetti S, Raffin M, Wuyts P, Pettersson-Yeo W, Dazzan P, Morgan KD, Murray RM, Marques TR, David AS, Jarosz J, Simmons A, Williams S, and McGuire P
- Subjects
- Adolescent, Adult, Case-Control Studies, Feasibility Studies, Female, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Neuroimaging, Young Adult, Brain pathology, Psychotic Disorders diagnostic imaging
- Abstract
Background There is no consensus as to whether magnetic resonance imaging (MRI) should be used as part of the initial clinical evaluation of patients with first-episode psychosis (FEP). Aims (a) To assess the logistical feasibility of routine MRI; (b) to define the clinical significance of radiological abnormalities in patients with FEP. Method Radiological reports from MRI scans of two FEP samples were reviewed; one comprised 108 patients and 98 healthy controls recruited to a research study and the other comprised 241 patients scanned at initial clinical presentation plus 66 healthy controls. Results In the great majority of patients, MRI was logistically feasible. Radiological abnormalities were reported in 6% of the research sample and in 15% of the clinical sample (odds ratio (OR)=3.1, 95% CI 1.26-7.57, χ
2 (1) = 6.63, P = 0.01). None of the findings necessitated a change in clinical management. Conclusions Rates of neuroradiological abnormalities in FEP are likely to be underestimated in research samples that often exclude patients with organic abnormalities. However, the majority of findings do not require intervention., Competing Interests: Declaration of interestNone., (© The Royal College of Psychiatrists 2017.)- Published
- 2017
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41. Nyquist and Bode stability criteria to assess changes in dynamic knee stability in healthy and anterior cruciate ligament reconstructed individuals during walking.
- Author
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Morgan KD, Zheng Y, Bush H, and Noehren B
- Subjects
- Adolescent, Adult, Anterior Cruciate Ligament surgery, Biomechanical Phenomena, Humans, Knee Joint surgery, Young Adult, Anterior Cruciate Ligament physiology, Anterior Cruciate Ligament Reconstruction, Knee Joint physiology, Walking physiology
- Abstract
Anterior cruciate ligament (ACL) injuries are one of the most frequently injured knee ligaments. Despite reconstruction, many individuals report difficulty returning to high level activities that require greater dynamic stability. Since few methods have been tested to assess dynamic stability post ACL reconstruction (ACLR), the purpose of this study was to evaluate between and within dynamic knee stability in control and ACLR individuals using Nyquist and Bode stability criteria. Sixteen control and sixteen post ACLR individuals performed a walking protocol. Nyquist and Bode stability criteria were implemented to classify and quantify individual step-to-step sagittal plane dynamic knee stability from the gait waveforms at initial contact, 15% and 30% of stance based on the resulting gain and phase margins. An ANOVA compared differences in phase margins between the control and ACLR limbs and found that the ACLR limbs were overall significantly more unstable than the non-reconstructed and control limbs (p=0.001). The results indicated that the ACLR individuals who exhibited stable steps adopted a more compensatory strategy aimed to stabilize the knee. These methods of evaluating dynamic knee stability may help clinicians to assess dynamic knee stability progression throughout rehabilitation and help assess return-to-sport with minimal risk to the individual., (Copyright © 2016 Elsevier Ltd. All rights reserved.)
- Published
- 2016
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42. Impaired Quadriceps Rate of Torque Development and Knee Mechanics After Anterior Cruciate Ligament Reconstruction With Patellar Tendon Autograft.
- Author
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Kline PW, Morgan KD, Johnson DL, Ireland ML, and Noehren B
- Subjects
- Adolescent, Anterior Cruciate Ligament surgery, Cross-Sectional Studies, Female, Humans, Knee Injuries physiopathology, Male, Transplantation, Autologous, Young Adult, Anterior Cruciate Ligament Injuries, Anterior Cruciate Ligament Reconstruction methods, Knee Injuries surgery, Quadriceps Muscle physiopathology, Range of Motion, Articular physiology, Tendons transplantation
- Abstract
Background: Rate of torque development (RTD) measures the ability of a muscle to produce torque quickly. Decreased quadriceps RTD may impair performance of sporting tasks after surgery. Currently, little is known about variations in quadriceps RTD between anterior cruciate ligament (ACL)-reconstructed and noninjured limbs., Purpose: To determine the differences in RTD of the quadriceps, the rate and timing of knee extensor moment (KEM) development, and knee flexion excursion during running after ACL reconstruction with patellar tendon autograft., Study Design: Cross-sectional study; Level of evidence, 3., Methods: This study involved 21 patients (11 female) 6 months after ACL reconstruction with patellar tendon autograft (median [IQR]: age, 18 [16-20] years; mass, 68.18 [61.34-75] kg; height, 1.74 [1.66-1.78] m). Patients performed four 5-second maximal voluntary isometric strength trials of both limbs on an isokinetic dynamometer. RTD was calculated as the mean slope of the torque-time curve between 20% and 80% of total time to peak torque. Then, patients underwent 3-dimensional motion analysis while running on an instrumented treadmill at a self-selected running speed (mean ± SD, 2.68 ± 0.28 m/s). The rate of knee extensor moment (RKEM) was calculated as the mean slope of the moment curve between 10% and 30% of stance phase. Between-limb comparisons were determined with a paired t test for peak KEM, RKEM, knee flexion excursion during 10% to 30% of stance, and time to generate KEM., Results: In the reconstructed limb, deficits in the peak rate of quadriceps torque development compared with the noninjured limb existed both isometrically (RTD, 257.56 vs 569.11 Nm/s; P < .001) and dynamically (RKEM, 16.47 vs 22.38 Nm/kg·m·s; P < .001). The reconstructed limb also generated a KEM later in the stance phase compared with the noninjured limb (11.37% vs 9.61% stance; P < .001) and underwent less knee flexion excursion (15.5° vs 19.8°; P < .001)., Conclusion: After ACL reconstruction with patellar tendon autograft, patients have lower RTD and RKEM in the reconstructed limb. Deviations in RTD and the timing of the KEM can change the way the knee is loaded and can potentially increase injury risk and future development of posttraumatic osteoarthritis. Rehabilitation should consider exercises designed to improve RTD and prepare the limb for the demands of sport performance., (© 2015 The Author(s).)
- Published
- 2015
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43. Examination of the factor structure of the Schizotypal Personality Questionnaire among British and Trinidadian adults.
- Author
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Barron D, Swami V, Towell T, Hutchinson G, and Morgan KD
- Subjects
- Adult, Analysis of Variance, Cross-Cultural Comparison, Ethnicity, Factor Analysis, Statistical, Female, Humans, Male, Psychometrics methods, Reproducibility of Results, Risk Factors, Surveys and Questionnaires, Trinidad and Tobago, United Kingdom, Personality physiology, Schizotypal Personality Disorder psychology
- Abstract
Much debate in schizotypal research has centred on the factor structure of the Schizotypal Personality Questionnaire (SPQ), with research variously showing higher-order dimensionality consisting of two to seven dimensions. In addition, cross-cultural support for the stability of those factors remains limited. Here, we examined the factor structure of the SPQ among British and Trinidadian adults. Participants from a White British subsample (n = 351) resident in the UK and from an African Caribbean subsample (n = 284) resident in Trinidad completed the SPQ. The higher-order factor structure of the SPQ was analysed through confirmatory factor analysis, followed by multiple-group analysis for the model of best fit. Between-group differences for sex and ethnicity were investigated using multivariate analysis of variance in relation to the higher-order domains. The model of best-fit was the four-factor structure, which demonstrated measurement invariance across groups. Additionally, these data had an adequate fit for two alternative models: (a) 3-factor and (b) modified 4-factor model. The British subsample had significantly higher scores across all domains than the Trinidadian group, and men scored significantly higher on the disorganised domain than women. The four-factor structure received confirmatory support and, importantly, support for use with populations varying in ethnicity and culture.
- Published
- 2015
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44. Elevated gastrocnemius forces compensate for decreased hamstrings forces during the weight-acceptance phase of single-leg jump landing: implications for anterior cruciate ligament injury risk.
- Author
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Morgan KD, Donnelly CJ, and Reinbolt JA
- Subjects
- Biomechanical Phenomena, Humans, Knee Injuries physiopathology, Knee Joint physiology, Male, Muscle Strength, Quadriceps Muscle physiology, Risk, Soccer, Young Adult, Anterior Cruciate Ligament Injuries, Leg physiology, Movement physiology, Muscle, Skeletal physiology, Tendons physiology, Weight-Bearing
- Abstract
Approximately 320,000 anterior cruciate ligament (ACL) injuries in the United States each year are non-contact injuries, with many occurring during a single-leg jump landing. To reduce ACL injury risk, one option is to improve muscle strength and/or the activation of muscles crossing the knee under elevated external loading. This study's purpose was to characterize the relative force production of the muscles supporting the knee during the weight-acceptance (WA) phase of single-leg jump landing and investigate the gastrocnemii forces compared to the hamstrings forces. Amateur male Western Australian Rules Football players completed a single-leg jump landing protocol and six participants were randomly chosen for further modeling and simulation. A three-dimensional, 14-segment, 37 degree-of-freedom, 92 muscle-tendon actuated model was created for each participant in OpenSim. Computed muscle control was used to generate 12 muscle-driven simulations, 2 trials per participant, of the WA phase of single-leg jump landing. A one-way ANOVA and Tukey post-hoc analysis showed both the quadriceps and gastrocnemii muscle force estimates were significantly greater than the hamstrings (p<0.001). Elevated gastrocnemii forces corresponded with increased joint compression and lower ACL forces. The elevated quadriceps and gastrocnemii forces during landing may represent a generalized muscle strategy to increase knee joint stiffness, protecting the knee and ACL from external knee loading and injury risk. These results contribute to our understanding of how muscle's function during single-leg jump landing and should serve as the foundation for novel muscle-targeted training intervention programs aimed to reduce ACL injuries in sport., (Copyright © 2014 Elsevier Ltd. All rights reserved.)
- Published
- 2014
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45. Bilateral hippocampal increase following first-episode psychosis is associated with good clinical, functional and cognitive outcomes.
- Author
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Lappin JM, Morgan C, Chalavi S, Morgan KD, Reinders AA, Fearon P, Heslin M, Zanelli J, Jones PB, Murray RM, and Dazzan P
- Subjects
- Adolescent, Adult, Female, Follow-Up Studies, Functional Laterality physiology, Hippocampus physiopathology, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Prognosis, Psychotic Disorders diagnosis, Psychotic Disorders physiopathology, Young Adult, Hippocampus pathology, Neuronal Plasticity physiology, Psychotic Disorders pathology
- Abstract
Background: Hippocampal pathology has been proposed to underlie clinical, functional and cognitive impairments in schizophrenia. The hippocampus is a highly plastic brain region; examining change in volume, or change bilaterally, over time, can advance understanding of the substrate of recovery in psychosis., Method: Magnetic resonance imaging and outcome data were collected at baseline and 6-year follow-up in 42 first-episode psychosis subjects and 32 matched controls, to investigate whether poorer outcomes are associated with loss of global matter and hippocampal volumes. Bilateral hippocampal increase (BHI) over time, as a marker of hippocampal plasticity was hypothesized to be associated with better outcomes. Regression analyses were performed on: (i) clinical and functional outcomes with grey matter volume change and BHI as predictor variables; and (ii) cognitive outcome with BHI as predictor., Results: BHI was present in 29% of psychosis participants. There was no significant grey matter loss over time in either patient or control groups. Less severe illness course and lesser symptom severity were associated with BHI, but not with grey matter change. Employment and global function were associated with BHI and with less grey matter loss. Superior delayed verbal recall was also associated with BHI., Conclusions: BHI occurs in a minority of patients following their first psychotic episode and is associated with good outcome across clinical, functional and cognitive domains.
- Published
- 2014
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46. Differential relationship between neurological and cognitive dysfunction in first episode psychosis patients and in healthy individuals.
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Mellacqua Z, Eyeson J, Orr KD, Morgan KD, Zanelli J, Lloyd T, Morgan C, Fearon P, Hutchinson G, Doody GA, Chan RC, Harrison G, Jones PB, Murray RM, Reichenberg A, and Dazzan P
- Subjects
- Adolescent, Adult, Analysis of Variance, Executive Function, Female, Humans, Male, Middle Aged, Neurologic Examination, Neuropsychological Tests, Psychomotor Performance physiology, Regression Analysis, Young Adult, Cognition Disorders diagnosis, Cognition Disorders etiology, Nervous System Diseases diagnosis, Nervous System Diseases etiology, Psychotic Disorders complications
- Abstract
The minor neurological and cognitive deficits consistently reported in psychoses may reflect the same underlying brain dysfunction. Still, even in healthy individuals minor neurological abnormalities are associated with worse cognitive function. Therefore, establishing which neurological and cognitive deficits are specific to psychosis is essential to inform the pathophysiology of this disorder. We evaluated a large epidemiological sample of patients with first episode psychosis (n=242) and a population-based sample of healthy individuals (n=155), as part of the AESOP study. We examined neurological soft signs using the Neurological Evaluation Scale (Buchanan and Heinrichs, 1989), and generalized and specific cognitive deficits (memory; verbal abilities; attention, concentration and mental speed; executive functions and working memory; language; visual constructual/perceptual abilities). In patients, more neurological signs across all subscales were associated with worse general cognitive function, while in controls this was only present for sensory integration and sequencing signs. Furthermore, in patients, but not in healthy individuals, more sensory integrative signs were associated with deficits in specific cognitive domains, such as memory, verbal abilities, language, visual/perceptual, executive function (p ranging <0.001-0.002); sequencing signs with language, executive function, and attention (p<0.001-0.004); and motor signs with poorer verbal abilities (p=0.001). These findings indicate the presence of specific associations between neurological and cognitive deficits in psychosis that are distinct from those of healthy individuals., (Copyright © 2012 Elsevier B.V. All rights reserved.)
- Published
- 2012
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47. Individualized prediction of illness course at the first psychotic episode: a support vector machine MRI study.
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Mourao-Miranda J, Reinders AA, Rocha-Rego V, Lappin J, Rondina J, Morgan C, Morgan KD, Fearon P, Jones PB, Doody GA, Murray RM, Kapur S, and Dazzan P
- Subjects
- Adult, Brain physiopathology, Brain Mapping methods, Cohort Studies, Disease Progression, Female, Follow-Up Studies, Humans, Image Processing, Computer-Assisted methods, Male, Observer Variation, Predictive Value of Tests, Reproducibility of Results, Individuality, Magnetic Resonance Imaging methods, Psychotic Disorders diagnosis, Psychotic Disorders physiopathology, Support Vector Machine
- Abstract
Background: To date, magnetic resonance imaging (MRI) has made little impact on the diagnosis and monitoring of psychoses in individual patients. In this study, we used a support vector machine (SVM) whole-brain classification approach to predict future illness course at the individual level from MRI data obtained at the first psychotic episode., Method: One hundred patients at their first psychotic episode and 91 healthy controls had an MRI scan. Patients were re-evaluated 6.2 years (s.d.=2.3) later, and were classified as having a continuous, episodic or intermediate illness course. Twenty-eight subjects with a continuous course were compared with 28 patients with an episodic course and with 28 healthy controls. We trained each SVM classifier independently for the following contrasts: continuous versus episodic, continuous versus healthy controls, and episodic versus healthy controls., Results: At baseline, patients with a continuous course were already distinguishable, with significance above chance level, from both patients with an episodic course (p=0.004, sensitivity=71, specificity=68) and healthy individuals (p=0.01, sensitivity=71, specificity=61). Patients with an episodic course could not be distinguished from healthy individuals. When patients with an intermediate outcome were classified according to the discriminating pattern episodic versus continuous, 74% of those who did not develop other episodes were classified as episodic, and 65% of those who did develop further episodes were classified as continuous (p=0.035)., Conclusions: We provide preliminary evidence of MRI application in the individualized prediction of future illness course, using a simple and automated SVM pipeline. When replicated and validated in larger groups, this could enable targeted clinical decisions based on imaging data.
- Published
- 2012
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48. The differential effect of illicit drug use on cognitive function in first-episode psychosis and healthy controls.
- Author
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Donoghue K, Mazzoncini R, Hart J, Zanelli J, Morgan C, Dazzan P, Morgan KD, Murray RM, Jones PB, and Doody GA
- Subjects
- Adolescent, Adult, Case-Control Studies, Cognition Disorders complications, Female, Humans, Male, Middle Aged, Neuropsychological Tests, Psychotic Disorders complications, Cognition Disorders chemically induced, Executive Function, Illicit Drugs adverse effects, Memory, Short-Term, Psychotic Disorders physiopathology
- Abstract
Objective: Illicit drug use can result in impairment in cognitive function in healthy individuals. Individuals with a psychotic disorder also show a deficit in cognitive function. Drug use may simply contribute to the characteristic cognitive deficit found in psychosis or alternatively result in a 'double deficit'. This study aims to investigate the association between drug use and cognitive function at the first-episode of psychosis and in community-matched controls., Method: One hundred and seventy-seven patients at the first episode of psychosis completed a battery of neuropsychological tests. Those that had used drugs in the previous year (n = 80) were compared with those who had not used drugs in the previous year (n = 97). A subsample of the first-episode psychosis patients were compared with community-matched controls (n = 110) according to drug-use status., Results: Patients with a first episode of psychosis who had used drugs performed equally to those who had not used drugs on neuropsychological tests. In contrast, healthy controls who had used drugs in the previous year performed worse on tests of executive function and working memory compared with those controls that had not used drugs., Conclusion: There are differential associations of illicit drug misuse with cognitive function for first-episode psychosis patients and healthy controls., (© 2011 John Wiley & Sons A/S.)
- Published
- 2012
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49. Insight, grey matter and cognitive function in first-onset psychosis.
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Morgan KD, Dazzan P, Morgan C, Lappin J, Hutchinson G, Suckling J, Fearon P, Jones PB, Leff J, Murray RM, and David AS
- Subjects
- Adolescent, Adult, Aged, Brain Mapping methods, Case-Control Studies, Cerebral Ventricles pathology, Female, Gyrus Cinguli pathology, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Male, Middle Aged, Neuropsychological Tests, Young Adult, Brain pathology, Cognition, Schizophrenia pathology, Schizophrenia physiopathology, Schizophrenic Psychology
- Abstract
Background: Several studies have suggested that neuropsychological and structural brain deficits are implicated in poor insight. Few insight studies however have combined neurocognitive and structural neuroanatomical measures., Aims: Focusing on the ability to relabel psychotic symptoms as pathological, we examined insight, brain structure and neurocognition in first-onset psychosis., Method: Voxel-based magnetic resonance imaging data were acquired from 82 individuals with psychosis and 91 controls assessed with a brief neuropsychological test battery. Insight was measured using the Schedule for the Assessment of Insight., Results: The principal analysis showed reduced general neuropsychological function was linked to poor symptom relabelling ability. A subsequent between-psychosis group analysis found those with no symptom relabelling ability had significant global and regional grey matter deficits primarily located at the posterior cingulate gyrus and right precuneus/cuneus., Conclusions: The cingulate gyrus (as part of a midline cortical system) along with right hemisphere regions may be involved in illness and symptom self-appraisal in first-onset psychosis.
- Published
- 2010
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50. Differing patterns of brain structural abnormalities between black and white patients with their first episode of psychosis.
- Author
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Morgan KD, Dazzan P, Morgan C, Lappin J, Hutchinson G, Chitnis X, Suckling J, Fearon P, Jones PB, Leff J, and Murray RM
- Subjects
- Adult, Black People statistics & numerical data, Caribbean Region ethnology, Cerebral Ventricles anatomy & histology, Corpus Striatum anatomy & histology, Corpus Striatum physiopathology, Female, Humans, Incidence, International Classification of Diseases, Magnetic Resonance Imaging, Male, Prevalence, Psychotic Disorders ethnology, Psychotic Disorders psychology, Substance-Related Disorders ethnology, United Kingdom epidemiology, White People statistics & numerical data, Black People psychology, Brain anatomy & histology, Brain physiopathology, Psychotic Disorders physiopathology, White People psychology
- Abstract
Background: African-Caribbean and black African people living in the UK are reported to have a higher incidence of diagnosed psychosis compared with white British people. It has been argued that this may be a consequence of misdiagnosis. If this is true they might be less likely to show the patterns of structural brain abnormalities reported in white British patients. The aim of this study therefore was to investigate whether there are differences in the prevalence of structural brain abnormalities in white and black first-episode psychosis patients., Method: We obtained dual-echo (proton density/T2-weighted) images from a sample of 75 first-episode psychosis patients and 68 healthy controls. We used high resolution magnetic resonance imaging and voxel-based methods of image analysis. Two separate analyses were conducted: (1) 34 white British patients were compared with 33 white British controls; (2) 41 African-Caribbean and black African patients were compared with 35 African-Caribbean and black African controls., Results: White British patients and African-Caribbean/black African patients had ventricular enlargement and increased lenticular nucleus volume compared with their respective ethnic controls. The African-Caribbean/black African patients also showed reduced global grey matter and increased lingual gyrus grey-matter volume. The white British patients had no regional or global grey-matter loss compared with their normal ethnic counterparts but showed increased grey matter in the left superior temporal lobe and right parahippocampal gyrus., Conclusions: We found no evidence in support of our hypothesis. Indeed, the finding of reduced global grey-matter volume in the African-Caribbean/black African patients but not in the white British patients was contrary to our prediction.
- Published
- 2010
- Full Text
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