Identifying mechanisms of treatment effects and recovery in rehabilitation of schizophrenia: longitudinal analytic methods

The longitudinal dimension of schizophrenia and related severe mental illness is a key component of theoretical models of recovery. However, empirical longitudinal investigations have been underrepresented in the psychopathology of schizophrenia. Similarly, traditional approaches to longitudinal analysis of psychopathological data have had serious limitations. The utilization of modern longitudinal methods is necessary to capture the complexity of biopsychosocial models of treatment and recovery in schizophrenia. The present paper summarizes empirical data from traditional longitudinal research investigating recovery in symptoms, neurocognition, and social functioning. Studies conducted under treatment as usual conditions are compared to psychosocial intervention studies and potential treatment mechanisms of psychosocial interventions are discussed. Investigations of rehabilitation for schizophrenia using the longitudinal analytic strategies of growth curve and time series analysis are demonstrated. The respective advantages and disadvantages of these modern methods are highlighted. Their potential use for future research of treatment effects and recovery in schizophrenia is also discussed.

Biomechanical analysis of torsion and shear forces in lumbar and lumbosacral spine segments of nonchondrodystrophic dogs

OBJECTIVE: To determine stiffness and load-displacement curves as a biomechanical response to applied torsion and shear forces in cadaveric canine lumbar and lumbosacral specimens. STUDY DESIGN: Biomechanical study. ANIMALS: Caudal lumbar and lumbosacral functional spine units (FSU) of nonchondrodystrophic large-breed dogs (n=31) with radiographically normal spines. METHODS: FSU from dogs without musculoskeletal disease were tested in torsion in a custom-built spine loading simulator with 6 degrees of freedom, which uses orthogonally mounted electric motors to apply pure axial rotation. For shear tests, specimens were mounted to a custom-made shear-testing device, driven by a servo hydraulic testing machine. Load-displacement curves were recorded for torsion and shear. RESULTS: Left and right torsion stiffness was not different within each FSU level; however, torsional stiffness of L7-S1 was significantly smaller compared with lumbar FSU (L4-5-L6-7). Ventral/dorsal stiffness was significantly different from lateral stiffness within an individual FSU level for L5-6, L6-7, and L7-S1 but not for L4-5. When the data from 4 tested shear directions from the same specimen were pooled, level L5-6 was significantly stiffer than L7-S1. CONCLUSIONS: Increased range of motion of the lumbosacral joint is reflected by an overall decreased shear and rotational stiffness at the lumbosacral FSU. CLINICAL RELEVANCE: Data from dogs with disc degeneration have to be collected, analyzed, and compared with results from our chondrodystrophic large-breed dogs with radiographically normal spines.

Mechano-Biologie von bovinen Bandscheiben belastet unter Kompression und Torsion

Einleitung: Bandscheiben wirken als Schockabsorbierer in der Wirbelsäule und auf diese wirken meistens komplexe Kräfte, zusammengesetzt aus Kompression, Torsion und Flexion. Die biomechanishe Umgebung einer Bandscheibe ist denn auch geprägt von komplexen Belastungen. Die Forschung über die in vitro Bandscheibenbiologie hat sich bisher um die axiale Kompression konzentriert, wobei die Bedeutung von Torsion und insbesondere dem Zusammenspiel von Kompression und Torsion (="Twisting") praktisch noch nie untersucht wurde an lebenden Organkultur-Explantaten. Wir präsentieren neue mechanobiologische Daten über die Überlebenswahrscheinlichkeit von Bandscheibenzellen kultiviert in einem neuartigen, kompakten Design eines bi-axialen Bioreaktors, um die Bedeutung von Kompression und Torsion zu verstehen. Material/Methode: Bovine Schwanzbandscheiben mit den Endplatten wurden isoliert wie bereits beschrieben [2] und mechanische Belastung wurde angewendet mit einem 2 DoF Bioreaktor für 14 Tage [3]. Die Bandscheiben wurden in verschiedene Belastungsgruppen eingeteilt: 1) Keine Belastung (NL), 2) zyklische Kompression (CC) [8h: axiale Kompression mit 0.6 ± 0.2 MPa, 0.2 Hz], 3) zyklische Torsion (CT) [8h: ± 2° torsion, 0.2 Hz, 0.2 MPa compression], 4) zyklische Kompression und Torsion (CCT) [8h: 0.6 ± 0.2 MPa, 0.2 Hz & ± 2° torsion, 0.2 Hz]. Das Bandscheibengewebe wurde mit LIVE/DEAD gefärbt und miteinem konfokalen Mikroskop visualisiert um die Überlebensrate zu bestimmen. Zell Apoptosis wurde quantifiziert mit einem Caspase 3/7 Kit normalisiert zum totalen Proteingehalt (Bradford). Relative Gen-Expression von wichtigen Genen für die Bandscheibe wurde bestimmt von anabolischen, katabolischen und inflammatorischen Genen mittels real-time RT-PCR. Die Morphologie der Bandscheibenzellen wurde mittels Histologie bestimmt. Ergebnisse: Die Resultate zeigten einen starken Abfall der Zellüberlebenswahrscheinlichkeit im Zentrum der Bandscheiben, dem Nulceus Pulposus (NP), i.e. 10%, in der Gruppe mit CCT. Hingegen die Überlebenswahrscheinlichkeit im Annulus fibrosus (AF) war stabilisiert bei über 60% im NP und im AF in allen anderen Gruppen (Fig 1). Apoptotische Aktivität war statistisch signifikant erhöht in der CC-Gruppe, aber nicht in der CCT-Gruppe, was die Vermutung nahe legt, dass der erhöhte Zellverlust im NP nicht mit Apoptose sondern mit Nekrose erklärt werden kann. Die Gen Expression der anabolischen Gene COL1, COL2 und Biglycan war signifikant erhöht im AF in der CCT Gruppe, ebenfalls waren Remodeling-Gene angeschaltet wie ADAMTS4 und MMP-13 in der CCT Gruppe (Fig. 2). Der Glykosaminoglykan (GAG) Gehalt war generell im AF erhöht in den Gruppen unter mechanischer Belastung, jedoch nicht statistisch signifikant. Schlussfolgerung: Zyklische Torsion kombiniert mit zyklischer Kompression waren in dieser Studie erfolgreich und nach unserem besten Wissen zum ersten Mal an Bandscheibenexplantaten in einer 14- tägigen Organkultur angewendet worden in einem dafür speziell konzipierten Bioreaktor. Die Resultezeigten überraschend einen negativen Effekt bei physiologischen Parametern, was die Belastung (0.6MPa ± 0.2MPa) und die Torsion (± 2°) angeht. Dieser negative Effekt des "Twistings" auf die Überlebenswahrscheinlichkeit der Zellen war jedoch nur regional im NP von Bedeutung, wohingegen im AF keine Effekte zu detektieren waren.

Region Specific Response of Intervertebral Disc Cells to Complex Dynamic Loading: An Organ Culture Study Using a Dynamic Torsion-Compression Bioreactor

The spine is routinely subjected to repetitive complex loading consisting of axial compression, torsion, flexion and extension. Mechanical loading is one of the important causes of spinal diseases, including disc herniation and disc degeneration. It is known that static and dynamic compression can lead to progressive disc degeneration, but little is known about the mechanobiology of the disc subjected to combined dynamic compression and torsion. Therefore, the purpose of this study was to compare the mechanobiology of the intervertebral disc when subjected to combined dynamic compression and axial torsion or pure dynamic compression or axial torsion using organ culture. We applied four different loading modalities 1. control: no loading (NL), 2. cyclic compression (CC), 3. cyclic torsion (CT), and 4. combined cyclic compression and torsion (CCT) on bovine caudal disc explants using our custom made dynamic loading bioreactor for disc organ culture. Loads were applied for 8 h/day and continued for 14 days, all at a physiological magnitude and frequency. Our results provided strong evidence that complex loading induced a stronger degree of disc degeneration compared to one degree of freedom loading. In the CCT group, less than 10\% nucleus pulposus (NP) cells survived the 14 days of loading, while cell viabilities were maintained above 70\% in the NP of all the other three groups and in the annulus fibrosus (AF) of all the groups. Gene expression analysis revealed a strong up-regulation in matrix genes and matrix remodeling genes in the AF of the CCT group. Cell apoptotic activity and glycosaminoglycan content were also quantified but there were no statistically significant differences found. Cell morphology in the NP of the CCT was changed, as shown by histological evaluation. Our results stress the importance of complex loading on the initiation and progression of disc degeneration.

Left ventricular torsion abnormalities in septic shock and corrective effect of volume loading: a pilot study

BACKGROUND Ventricular torsion is an important component of cardiac function. The effect of septic shock on left ventricular torsion is not known. Because torsion is influenced by changes in preload, we compared the effect of fluid loading on left ventricular torsion in septic shock with the response in matched healthy control subjects. METHODS We assessed left ventricular torsion parameters using transthoracic echocardiography in 11 patients during early septic shock and in 11 age- and sex-matched healthy volunteers before and after rapid volume loading with 250 mL of a Ringer's lactate solution. RESULTS Peak torsion and peak apical rotation were reduced in septic shock (10.2 ± 5.2° and 5.6 ± 5.4°) compared with healthy volunteers (16.3 ± 4.5° and 9.6 ± 1.5°; P = 0.009 and P = 0.006 respectively). Basal rotation was delayed and diastolic untwisting velocity reached its maximum later during diastole in septic shock patients than in healthy volunteers (104 ± 16% vs 111 ± 14% and 13 ± 5% vs 21 ± 10%; P = 0.03 and P = 0.034, respectively). Fluid challenge increased peak torsion in both groups (septic shock, 10.2 ± 5.3° vs 12.6 ± 3.9°; healthy volunteers, 16.3 ± 4.5° vs 18.1 ± 6°; P = 0.01). Fluid challenge increased left ventricular stroke volume in septic shock patients (P = 0.003). CONCLUSIONS Compared with healthy volunteers, left ventricular torsion is impaired in septic shock patients. Fluid loading attenuates torsion abnormalities in parallel with increasing stroke volume. Reduced torsional motion might constitute a relevant component of septic cardiomyopathy, a notion that merits further testing in larger populations.

Crossing borders: Ethnic minorities matter? A meta analytic examionation of the alliance-outcome relationship

Objectives: The purpose of this meta analysis was to examine the moderating impact of substance use disorder as inclusion/exclusion criterion as well as the percentage of racial/ethnic minorities on the strength of the alliance-outcome relationship in psychotherapy. It was hypothesized that the presence of a dsm axis i substance use disorders as a criterion and the presence of racial/ethnic minority as a psychosocial indicator are confounded client factors reducing the relationship between alliance and outcome. Methods: A random effects restricted maximum-likelihood estimator was used for omnibus and moderator models (k = 94). results: the presence of (a) substance use disorder and, (b) racial/ethnic minorities (overall and specific to african americans) partially moderated the alliance-outcome correlation. The percentage of substance use disorders and racial/ethnic minority status was highly correlated. Conclusions: Socio-cultural contextual variables should be considered along with dsm axis i diagnosis of substance use disorders in analyzing and interpreting mechanisms of change.

Robust meta-analytic-predictive priors in clinical trials with historical control information.

Historical information is always relevant for clinical trial design. Additionally, if incorporated in the analysis of a new trial, historical data allow to reduce the number of subjects. This decreases costs and trial duration, facilitates recruitment, and may be more ethical. Yet, under prior-data conflict, a too optimistic use of historical data may be inappropriate. We address this challenge by deriving a Bayesian meta-analytic-predictive prior from historical data, which is then combined with the new data. This prospective approach is equivalent to a meta-analytic-combined analysis of historical and new data if parameters are exchangeable across trials. The prospective Bayesian version requires a good approximation of the meta-analytic-predictive prior, which is not available analytically. We propose two- or three-component mixtures of standard priors, which allow for good approximations and, for the one-parameter exponential family, straightforward posterior calculations. Moreover, since one of the mixture components is usually vague, mixture priors will often be heavy-tailed and therefore robust. Further robustness and a more rapid reaction to prior-data conflicts can be achieved by adding an extra weakly-informative mixture component. Use of historical prior information is particularly attractive for adaptive trials, as the randomization ratio can then be changed in case of prior-data conflict. Both frequentist operating characteristics and posterior summaries for various data scenarios show that these designs have desirable properties. We illustrate the methodology for a phase II proof-of-concept trial with historical controls from four studies. Robust meta-analytic-predictive priors alleviate prior-data conflicts ' they should encourage better and more frequent use of historical data in clinical trials.