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Shibata Y, Victorino JN, Natsuyama T, Okamoto N, Yoshimura R, Shibata T. Estimation of subjective quality of life in schizophrenic patients using speech features. FRONTIERS IN REHABILITATION SCIENCES 2023; 4:1121034. [PMID: 36968213 PMCID: PMC10036834 DOI: 10.3389/fresc.2023.1121034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Accepted: 02/13/2023] [Indexed: 03/12/2023]
Abstract
IntroductionPatients with schizophrenia experience the most prolonged hospital stay in Japan. Also, the high re-hospitalization rate affects their quality of life (QoL). Despite being an effective predictor of treatment, QoL has not been widely utilized due to time constraints and lack of interest. As such, this study aimed to estimate the schizophrenic patients' subjective quality of life using speech features. Specifically, this study uses speech from patients with schizophrenia to estimate the subscale scores, which measure the subjective QoL of the patients. The objectives were to (1) estimate the subscale scores from different patients or cross-sectional measurements, and 2) estimate the subscale scores from the same patient in different periods or longitudinal measurements.MethodsA conversational agent was built to record the responses of 18 schizophrenic patients on the Japanese Schizophrenia Quality of Life Scale (JSQLS) with three subscales: “Psychosocial,” “Motivation and Energy,” and “Symptoms and Side-effects.” These three subscales were used as objective variables. On the other hand, the speech features during measurement (Chromagram, Mel spectrogram, Mel-Frequency Cepstrum Coefficient) were used as explanatory variables. For the first objective, a trained model estimated the subscale scores for the 18 subjects using the Nested Cross-validation (CV) method. For the second objective, six of the 18 subjects were measured twice. Then, another trained model estimated the subscale scores for the second time using the 18 subjects' data as training data. Ten different machine learning algorithms were used in this study, and the errors of the learned models were compared.Results and DiscussionThe results showed that the mean RMSE of the cross-sectional measurement was 13.433, with k-Nearest Neighbors as the best model. Meanwhile, the mean RMSE of the longitudinal measurement was 13.301, using Random Forest as the best. RMSE of less than 10 suggests that the estimated subscale scores using speech features were close to the actual JSQLS subscale scores. Ten out of 18 subjects were estimated with an RMSE of less than 10 for cross-sectional measurement. Meanwhile, five out of six had the same observation for longitudinal measurement. Future studies using a larger number of subjects and the development of more personalized models based on longitudinal measurements are needed to apply the results to telemedicine for continuous monitoring of QoL.
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Affiliation(s)
- Yuko Shibata
- Department of Life Science and System Engineering, Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology, Kitakyushu, Japan
- Correspondence: Yuko Shibata
| | - John Noel Victorino
- Department of Life Science and System Engineering, Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology, Kitakyushu, Japan
| | - Tomoya Natsuyama
- Department of Psychiatry, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Naomichi Okamoto
- Department of Psychiatry, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Reiji Yoshimura
- Department of Psychiatry, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Tomohiro Shibata
- Department of Life Science and System Engineering, Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology, Kitakyushu, Japan
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Kotzeva A, Mittal D, Desai S, Judge D, Samanta K. Socioeconomic burden of schizophrenia: a targeted literature review of types of costs and associated drivers across 10 countries. J Med Econ 2023; 26:70-83. [PMID: 36503357 DOI: 10.1080/13696998.2022.2157596] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
AIMS Schizophrenia has the highest median societal cost per patient of all mental disorders. This review summarizes the different costs/cost drivers (cost components) associated with schizophrenia in 10 countries, including all cost types and stakeholder perspectives, and highlights aspects of disease associated with greatest costs. MATERIALS AND METHODS Targeted literature review based on a search of published research from 2006 to 2021 in the United States (US), United Kingdom (UK), France, Germany, Italy, Spain, Canada, Japan, Brazil, and China. RESULTS Sixty-four published articles (primary studies and literature reviews) were included. Comprehensive data were available on costs in schizophrenia overall, with very limited data for individual countries except the US. Most data is related to direct and not indirect costs, with extremely scarce data for several key cost components (adverse events, suicide, long-term care). Total schizophrenia-related per person per year (PPPY) costs were $2,004-94,229, with considerable variability among countries. Indirect costs were the main cost driver (50-90% of all costs), ranging from $1,852 to $62,431 PPPY. However, indirect costs are not collected systematically or incorporated in health technology assessments. Total schizophrenia-related PPPY direct costs were $4,394-31,798, with inpatient cost as the main cost driver (∼20-99% of direct costs). Intangible costs were not reported. Despite limited evidence, total schizophrenia-related costs were higher in patients with than without negative symptoms, largely due to increased costs of medication and medical visits. LIMITATIONS As this was not a systematic review, prioritization of studies may have resulted in exclusion of potentially relevant data. All costs were converted to USD but not corrected for inflation or subjected to a gross domestic product deflator. CONCLUSIONS Direct costs are most commonly reported in schizophrenia. The substantial underreporting of indirect and intangible costs undervalues the true economic burden of schizophrenia from a payer, patient, and societal perspective.
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Martin A, Bessonova L, Hughes R, Doane MJ, O'Sullivan AK, Snook K, Cichewicz A, Weiden PJ, Harvey PD. Systematic Review of Real-World Treatment Patterns of Oral Antipsychotics and Associated Economic Burden in Patients with Schizophrenia in the United States. Adv Ther 2022; 39:3933-3956. [PMID: 35844007 PMCID: PMC9402774 DOI: 10.1007/s12325-022-02232-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 06/17/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Schizophrenia is a chronic mental disorder associated with substantial morbidity and mortality affecting 0.25-1.6% of adults in the USA. Antipsychotic treatment is the standard of care for schizophrenia, but real-world treatment patterns and associated costs have not been systematically reviewed. OBJECTIVE We conducted a systematic review to summarize treatment patterns and associated costs related to oral antipsychotic treatment of patients with schizophrenia in the USA. DATA SOURCES We searched Medline (via PubMed) and Embase to identify relevant observational studies published from January 1, 2008, to June 1, 2018; costs were converted to 2018 US dollars. STUDY ELIGIBILITY Observational, real-world studies reporting on patterns of treatment and/or associated costs for adult patients with schizophrenia treated with oral antipsychotics in the USA were included. RESULTS Eighty-one studies were identified. Frequently prescribed oral second-generation antipsychotics were olanzapine (up to 50.9%), risperidone (up to 40.0%), and quetiapine (up to 30.7%). Suboptimal adherence was common across studies. Antipsychotic switching occurred in about half of patients, while antipsychotic combination therapy occurred in nearly 30%; all were associated with increased medication-related costs. Mean annual direct medical costs differed by treatment, with reported costs of $17,115 to $26,138 for patients treated with olanzapine, $18,395 for risperidone, and $17,656 to $28,101 for quetiapine. LIMITATIONS This systematic review is limited by the variations in definitions of schizophrenia-related clinical terms used between studies and by the inclusion of studies focused on only the US health care system. CONCLUSIONS In the treatment of schizophrenia, suboptimal adherence, antipsychotic switching, and antipsychotic augmentation were all associated with high costs of care in comparison to patients who were adherent and did not require antipsychotic switching or augmentation. These findings illustrate the need for the development of new treatments that address efficacy and adherence challenges of currently available therapies.
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Affiliation(s)
- Amber Martin
- Evidera, 500 Totten Pond Road, Waltham, MA, 02451, USA
| | - Leona Bessonova
- Alkermes, Inc, 852 Winter Street, Waltham, MA, 02451-1420, USA
| | - Rachel Hughes
- Evidera, 500 Totten Pond Road, Waltham, MA, 02451, USA
| | - Michael J Doane
- Alkermes, Inc, 852 Winter Street, Waltham, MA, 02451-1420, USA.
| | | | | | | | - Peter J Weiden
- Alkermes, Inc, 852 Winter Street, Waltham, MA, 02451-1420, USA
| | - Philip D Harvey
- University of Miami Miller School of Medicine, 1600 NW 10th Avenue, Miami, FL, 33136, USA
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Jiménez-López E, Villanueva-Romero CM, Sánchez-Morla EM, Martínez-Vizcaíno V, Ortiz M, Rodriguez-Jimenez R, Vieta E, Santos JL. Neurocognition, functional outcome, and quality of life in remitted and non-remitted schizophrenia: A comparison with euthymic bipolar I disorder and a control group. Schizophr Res 2022; 240:81-91. [PMID: 34991042 DOI: 10.1016/j.schres.2021.12.038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Revised: 12/20/2021] [Accepted: 12/24/2021] [Indexed: 11/28/2022]
Abstract
There are discrepancies about if the severity of the symptomatology in schizophrenia is related to neurocognitive performance, functional outcome, and quality of life (QoL). Also, there are controversial data about the comparison between euthymic bipolar patients and different subgroups of schizophrenia in neurocognition, functioning, and QoL level. The present study aimed to compare the neurocognitive performance, functional outcome, and QoL of remitted and non-remitted patients with SC with respect to a group of euthymic patients with BD, and a control group. It included 655 subjects: 98 patients with schizophrenia in remission (SC-R), 184 non-remitted patients with schizophrenia (SC-NR), 117 euthymic patients with bipolar I disorder (BD), and 256 healthy subjects. A comprehensive clinical, neurocognitive (six cognitive domains), functional, and QoL assessment was carried out. Remission criteria of Andreasen were used to classify schizophrenia patients as remitted or non-remitted. Compared with control subjects all groups of patients showed impaired neurocognitive performance, functioning and QoL. SC-R patients had an intermediate functioning between control subjects and SC-NR, all at a neurocognitive, functional, or QoL level. There were no significant differences between SC-R and BD. These results suggest that reaching clinical remission is essential to achieve a better level of psychosocial functioning, and QoL. Likewise, the results of this study suggest that euthymic patients with bipolar disorder and patients with schizophrenia in remission are comparable at the neurocognitive and functional levels, which might have implications in the pathophysiology of both disorders.
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Affiliation(s)
- Estela Jiménez-López
- Department of Psychiatry, Hospital Virgen de La Luz, Cuenca, Spain; Universidad de Castilla-La Mancha. Health and Social Research Center, Cuenca, Spain; Neurobiological Research Group. Institute of Technology, Universidad de Castilla-La Mancha, Cuenca, Spain; CIBERSAM (Biomedical Research Networking Centre in Mental Health), Spain
| | | | - Eva María Sánchez-Morla
- CIBERSAM (Biomedical Research Networking Centre in Mental Health), Spain; Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain; School of Medicine, Universidad Complutense de Madrid (UCM), Madrid, Spain; CogPsy-Group, Universidad Complutense de Madrid (UCM), Spain.
| | - Vicente Martínez-Vizcaíno
- Universidad de Castilla-La Mancha. Health and Social Research Center, Cuenca, Spain; Universidad Autónoma de Chile. Facultad de Ciencias de la Salud, Talca, Chile
| | - M Ortiz
- Interdisciplinary Center for Security, Reliability and Trust (SnT), University of Luxembourg, 1855 Luxembourg, Luxembourg
| | - Roberto Rodriguez-Jimenez
- CIBERSAM (Biomedical Research Networking Centre in Mental Health), Spain; Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain; School of Medicine, Universidad Complutense de Madrid (UCM), Madrid, Spain; CogPsy-Group, Universidad Complutense de Madrid (UCM), Spain
| | - Eduard Vieta
- CIBERSAM (Biomedical Research Networking Centre in Mental Health), Spain; Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic, University of Barcelona, IDIBAPS, Barcelona, Spain
| | - José Luis Santos
- Department of Psychiatry, Hospital Virgen de La Luz, Cuenca, Spain; Neurobiological Research Group. Institute of Technology, Universidad de Castilla-La Mancha, Cuenca, Spain; CIBERSAM (Biomedical Research Networking Centre in Mental Health), Spain
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Pruessner M, King S, Veru F, Schalinski I, Vracotas N, Abadi S, Jordan G, Lepage M, Iyer S, Malla AK, Shah J, Joober R. Impact of childhood trauma on positive and negative symptom remission in first episode psychosis. Schizophr Res 2021; 231:82-89. [PMID: 33812301 DOI: 10.1016/j.schres.2021.02.023] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 12/10/2020] [Accepted: 02/08/2021] [Indexed: 01/09/2023]
Abstract
OBJECTIVE Early life adversity is suspected to play an important role for onset and course of psychosis, but its relationship with longer-term clinical outcome is not entirely clear. In this longitudinal study, we investigated the impact of childhood trauma (CT) on positive and negative symptom remission in first episode psychosis (FEP) patients over two years. METHODS A total of 210 FEP patients were assessed with the Childhood Trauma Questionnaire. Patients reporting moderate to severe trauma (CT; N = 114; 54.3%) were compared to those without trauma (N-CT; N = 96; 45.7%). Positive (PSR) and negative symptom remission (NSR) were determined monthly over 24 months following established criteria using the Scale for Assessment of Positive Symptoms and the Scale for Assessment of Negative Symptoms. Global Functioning was evaluated at baseline and 24 months of follow-up. RESULTS Compared to N-CT patients, CT patients had achieved significantly lower rates of PSR at 12 months and significantly lower rates of NSR at 24 months. A dose-response relationship was observed between the number of trauma categories fulfilled and the number of patients not achieving PSR and NSR at these time points. Higher trauma scores were significantly associated with poor functioning and higher positive and negative symptom severity at 24 months, but not at baseline and 12 months of follow-up. CONCLUSION Differential effects of CT on clinical outcome may not be apparent at psychosis onset, but only become evident through poor symptomatic remission and general functioning over time. Targeted diagnostic and therapeutic efforts after illness onset might limit these detrimental consequences.
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Affiliation(s)
- Marita Pruessner
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Québec, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada; University of Konstanz, Department of Psychology, Konstanz, Germany.
| | - Suzanne King
- McGill University, Department of Psychiatry, Montréal, Québec, Canada
| | - Franz Veru
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Québec, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada
| | - Inga Schalinski
- University of Konstanz, Department of Psychology, Konstanz, Germany
| | - Nadia Vracotas
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Québec, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada
| | - Sherezad Abadi
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Québec, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada
| | - Gerald Jordan
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Québec, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada
| | - Martin Lepage
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Québec, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada
| | - Srividya Iyer
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Québec, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada
| | - Ashok K Malla
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Québec, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada
| | - Jai Shah
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Québec, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada
| | - Ridha Joober
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Québec, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada
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Ross EL, Becker JE, Linnoila JJ, Soeteman DI. Cost-Effectiveness of Routine Screening for Autoimmune Encephalitis in Patients With First-Episode Psychosis in the United States. J Clin Psychiatry 2020; 82:19m13168. [PMID: 33211912 PMCID: PMC7919384 DOI: 10.4088/jcp.19m13168] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 05/18/2020] [Indexed: 12/22/2022]
Abstract
OBJECTIVE Autoimmune encephalitis (AE) is a highly treatable neurologic condition that can cause psychosis. Screening for AE is not currently recommended in routine workup for first-episode psychosis (FEP), owing partly to the high cost of testing for AE-associated neuronal autoantibodies. METHODS This study used a decision-analytic model to estimate the cost-effectiveness of routine serum screening for AE compared with clinically targeted screening in patients with FEP. Model parameters drawn from prior published literature included the prevalence of neuronal autoantibodies in FEP (4.5%), serum autoantibody panel cost (US $291), remission probability with antipsychotics (0.58), and remission probability with immunotherapy for patients diagnosed with AE (0.85). Outcomes included quality-adjusted life-years (QALYs), costs, and incremental cost-effectiveness ratios (ICERs), assessed over a 5-year horizon from the US health care sector and societal perspectives. ICER thresholds of $50,000/QALY to $150,000/QALY were used to define cost-effectiveness. The analysis was conducted between June 2018 and January 2020. RESULTS Routine screening led to mean QALY gains of 0.008 among all patients and 0.174 among the subgroup of patients with neuronal autoantibodies. Mean costs increased by $780 from a societal perspective and $1,150 from a health care sector perspective, resulting in ICERs of $99,330/QALY and $147,460/QALY, respectively. Incorporating joint input data uncertainty, the likelihood routine screening has an ICER ≤ $150,000/QALY was 55% from a societal perspective and 37% from a health care sector perspective. The model parameter with the greatest contribution to overall uncertainty was the effectiveness of immunotherapy relative to antipsychotics. CONCLUSIONS Routine screening for AE in patients with FEP may be cost-effective in the United States. As further immunotherapy effectiveness data become available, a more definitive recommendation to perform routine screening could be warranted.
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Affiliation(s)
- Eric L. Ross
- Department of Psychiatry, McLean Hospital, Belmont, MA,Department of Psychiatry, Massachusetts General Hospital, Boston, MA,Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Jessica E. Becker
- Department of Psychiatry, McLean Hospital, Belmont, MA,Department of Psychiatry, Massachusetts General Hospital, Boston, MA,Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Jenny J. Linnoila
- Department of Neurology, Massachusetts General Hospital, Boston, MA,Department of Neurology, Harvard Medical School, Boston, MA
| | - Djøra I. Soeteman
- Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, MA
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Wang SP, Wang JD, Chang JH, Wu BJ, Chern JS, Wang TJ. Frailty affects employment outcomes in patients with schizophrenia in noncompetitive employment: A 4-year longitudinal study. Schizophr Res 2020; 222:375-381. [PMID: 32402607 DOI: 10.1016/j.schres.2020.04.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Revised: 01/13/2020] [Accepted: 04/19/2020] [Indexed: 01/11/2023]
Abstract
OBJECTIVES Employment status is considered a crucial predictor of improved functioning for patients with psychotic disorders. Frailty affects not only physical well-being but also employment outcomes, but few studies have explored the association between frailty and employment outcomes in patients with schizophrenia. This study is a longitudinal follow-up study that aimed to determine whether frailty is associated with employment outcomes in schizophrenia. METHODS All 561 stable patients with schizophrenia in a therapeutic community in Taiwan were recruited. Employment outcomes, defined as the cumulative annual work duration (months per year) and income (USD per year), were investigated repeatedly at the end of 1-, 2-, 3-, and 4-year follow-ups after enrollment. Generalized estimating equation models were constructed to determine the association between frailty and employment outcomes after controlling for variables, including age, sex, education, antipsychotic medication and daily dose, cognitive function, instrumental activities of daily living, medical comorbidity, and initial employment state at the beginning year. RESULTS The average age was 53.78 years, and 64.7% were men. Among them, 57 patients (10.2%) met the frailty criteria at the baseline. After controlling for other factors, we found that patients with frailty were employed 1.01 month less (p = 0.004) and earned 17.2 USD less (p = 0.029) per year than those without frailty. CONCLUSIONS Frailty may reduce duration of employment and income for patients with schizophrenia. The biopsychosocial care model for these patients should include development of strategies to prevent or reverse preexisting frailty to improve and preserve employment outcomes.
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Affiliation(s)
- San-Ping Wang
- Institute of Allied Health Science, College of Medicine, National Cheng-Kung University, Tainan, Taiwan; Yuli Hospital, Ministry of Health and Welfare, Hualien, Taiwan
| | - Jung-Der Wang
- Department of Public Health, College of Medicine, National Cheng-Kung University, Tainan, Taiwan; Department of Occupational Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Jer-Hao Chang
- Institute of Allied Health Science, College of Medicine, National Cheng-Kung University, Tainan, Taiwan; Department of Occupational Therapy, College of Medicine, National Cheng-Kung University, Tainan, Taiwan.
| | - Bo-Jian Wu
- Yuli Hospital, Ministry of Health and Welfare, Hualien, Taiwan
| | - Jen-Suh Chern
- Graduate Institute of Rehabilitation Counseling, National Taiwan Normal University, Taipei, Taiwan
| | - Tso-Jen Wang
- Yuli Hospital, Ministry of Health and Welfare, Hualien, Taiwan
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The association between childhood trauma and treatment outcomes in schizophrenia spectrum disorders. Psychiatry Res 2020; 289:113004. [PMID: 32387789 DOI: 10.1016/j.psychres.2020.113004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 04/11/2020] [Accepted: 04/11/2020] [Indexed: 11/22/2022]
Abstract
Childhood trauma exposure has been associated with poorer treatment outcomes in schizophrenia. Most studies to date have been conducted in naturalistic settings in which the outcome may have been mediated by factors such as poor adherence and substance abuse. We compared the effects of high vs low childhood trauma exposure on the treatment response over 24 months in 78 patients with first-episode schizophrenia spectrum disorders who received standardised treatment with a long acting injectable antipsychotic. Compared to the low childhood trauma group (n = 37), the high childhood trauma group (n = 41) received higher doses of antipsychotic medication and were less likely to achieve remission. When age, sex and cannabis use were controlled for, patients with high levels of childhood trauma had a slower treatment response for positive and disorganized symptom domains, although differences did not differ significantly at 24 months. While there were no differences in functional outcomes, self-rated quality of life was the domain that most clearly differentiated the high and low childhood trauma groups. High childhood trauma exposure was associated with lower quality of life scores at baseline, a lesser degree of improvement with treatment, and lower quality of life scores at 24 months.
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Wang SP, Wang JD, Chang JH, Wu BJ, Wang TJ, Sun HJ. Symptomatic remission affects employment outcomes in schizophrenia patients. BMC Psychiatry 2020; 20:219. [PMID: 32398138 PMCID: PMC7216656 DOI: 10.1186/s12888-020-02630-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Accepted: 04/28/2020] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Remission criteria were proposed by Andreasen et al. for classifying patients with schizophrenia according to the severity of psychopathology. Up to the present time, there have been no cohort studies exploring the association between remission status and employment outcomes in patients with schizophrenia. The study explored whether symptomatic remission is significantly associated with employment outcomes in a two-year longitudinal study. METHODS All 525 stable patients with schizophrenia in the therapeutic community of a public mental hospital in Taiwan were recruited between 2013 and 2015. Employment outcomes, defined as the cumulative on-the-job duration (months/per year) and income (new Taiwan dollars, NT$/per year), were investigated at the end of 1- and 2-year follow-up periods after enrollment. For repeated measurements, linear mixed models were constructed to examine the association between symptomatic remission and employment outcomes after controlling for potential confounding variables including age, sex, education, type and daily dose of antipsychotics, cognitive function, psychosocial functioning and initial employment type. RESULTS The average age of patients was 51.8 years, and 65.3% were males. Among them, 124 patients (23.6%, 124/525) met the remission criteria at baseline. The linear mixed-model analysis showed that patients who had symptomatic remission were employed 0.8 of a month longer (p = 0.029) and earned NT$3250 more (p = 0.001) within 1 year than those who did not show symptomatic remission. CONCLUSION Our study suggests that assessing symptomatic remission is a useful part of monitoring treatment effectiveness for schizophrenia, and all strategies targeting the bio-psycho-social domains to attain symptomatic remission are paramount to maintaining favorable employment outcomes.
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Affiliation(s)
- San-Ping Wang
- grid.64523.360000 0004 0532 3255Institute of Allied Health Science, College of Medicine, National Cheng-Kung University, Tainan, Taiwan ,grid.490600.bYuli Hospital, Ministry of Health and Welfare, Hualien, Taiwan
| | - Jung-Der Wang
- grid.64523.360000 0004 0532 3255Department of Public Health, College of Medicine, National Cheng-Kung University , Tainan, Taiwan ,grid.412040.30000 0004 0639 0054Department of Occupational Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Jer-Hao Chang
- Institute of Allied Health Science, College of Medicine, National Cheng-Kung University, Tainan, Taiwan. .,Department of Occupational Therapy, College of Medicine, National Cheng-Kung University, No. 1, University Road, Tainan, Taiwan.
| | - Bo-Jian Wu
- grid.490600.bYuli Hospital, Ministry of Health and Welfare, Hualien, Taiwan
| | - Tso-Jen Wang
- grid.490600.bYuli Hospital, Ministry of Health and Welfare, Hualien, Taiwan
| | - Hsiao-Ju Sun
- grid.454740.6Taoyuan Psychiatric Center, Ministry of Health and Welfare, Taoyuan, Taiwan
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Peritogiannis V, Nikolaou P. Functioning in community-dwelling patients with schizophrenia spectrum disorders in rural Greece. Int J Soc Psychiatry 2020; 66:111-117. [PMID: 31692402 DOI: 10.1177/0020764019882709] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND There is a dearth of studies on functioning in patients with psychotic disorders in rural areas. AIM The objective of this study was to assess functioning in a population-based sample of patients with psychotic disorders who live in rural, remote and deprived areas in Greece, and to explore the differences in functioning across ages. METHODS The sample consisted of 61 patients with psychotic disorders that were engaged to treatment with a community mental health service. The mean age of patients was 54.2 years, and the mean illness duration was 26.5 years. RESULTS A total of 23 patients (37.7%) had score in the Global Assessment of Functioning scale >60, and were rated as adequately functioning, and 18 patients (29.5%) had score in Clinical Global Impression scale-Schizophrenia ⩽3 and could be rated as mildly or minimally ill. Functioning was found to be inversely related to the patients' symptomatology. No correlation with age was found. CONCLUSION This study suggests that a large proportion of patients with psychotic disorders in rural Greece may achieve a satisfactory level of functioning in the long-term, across the whole age range despite the not completely remitted symptomatology. More research is needed to clarify the factors associated with rural residency that may account for patients' functioning.
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Affiliation(s)
- Vaios Peritogiannis
- Mobile Mental Health Unit of the Prefectures of Ioannina and Thesprotia, Society for the Promotion of Mental Health in Epirus, Ioannina, Greece
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Phahladira L, Luckhoff HK, Asmal L, Kilian S, Scheffler F, Plessis SD, Chiliza B, Emsley R. Early recovery in the first 24 months of treatment in first-episode schizophrenia-spectrum disorders. NPJ SCHIZOPHRENIA 2020; 6:2. [PMID: 31913311 PMCID: PMC6949247 DOI: 10.1038/s41537-019-0091-y] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 12/06/2019] [Indexed: 11/14/2022]
Abstract
Studies assessing the treatment outcomes in first-episode schizophrenia have reported mixed results. While symptom improvement is frequently robust, when other domains are considered outcomes are generally poorer. We explored response trajectories, rates and predictors of recovery in the domains of core psychopathology, clinician-rated social and occupational functioning and patient-rated quality of life over 24 months of treatment in 98 patients with first-episode schizophrenia spectrum disorders who were treated with a long-acting antipsychotic medication. There was robust improvement in core psychopathology (effect size d = 3.36) and functionality (d = 1.78), with most improvement occurring within the first six months of treatment. In contrast, improvement in subjective quality of life was less marked (d = 0.37) and slower, only reaching significance after 12 months of treatment. Symptom remission was achieved by 70% of patients and over half met our criteria for functional remission and good quality of life. However, only 29% met the full criteria for recovery. Patients who met the recovery criteria had better premorbid adjustment, were less likely to be of mixed ethnicity and substance use emerged as the only modifiable predictor of recovery. Only 9% of our sample achieved both functional remission and good quality of life despite not being in symptom remission. We found high rates of symptom remission, functional remission and good quality of life in patients, although relatively few achieved recovery by meeting all three of the outcome criteria. Symptom remission is not a necessary prerequisite for functional remission and good quality of life, although few non-remitters achieve other recovery criteria.
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Affiliation(s)
- Lebogang Phahladira
- Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa.
| | - Hilmar K Luckhoff
- Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Laila Asmal
- Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Sanja Kilian
- Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Frederika Scheffler
- Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Stefan du Plessis
- Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
| | - Bonginkosi Chiliza
- Department of Psychiatry, Nelson R Mandela School of Medicine, University of Kwazulu-Natal, Kwazulu-Natal, South Africa
| | - Robin Emsley
- Department of Psychiatry, Stellenbosch University, Stellenbosch, South Africa
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Garcia-Portilla MP, Llorca PM, Maina G, Bozikas VP, Devrimci-Ozguven H, Kim SW, Bergmans P, Usankova I, Pungor K. Symptomatic and functional outcomes after treatment with paliperidone palmitate 3-month formulation for 52 weeks in patients with clinically stable schizophrenia. Ther Adv Psychopharmacol 2020; 10:2045125320926347. [PMID: 32518617 PMCID: PMC7252374 DOI: 10.1177/2045125320926347] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Accepted: 04/08/2020] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Paliperidone palmitate 3-monthly (PP3M) formulation is a long-acting, injectable antipsychotic treatment approved in many countries worldwide for the maintenance treatment of adult patients with schizophrenia. This single-arm, open-label, phase IIIb study evaluated the efficacy and safety of converting patients with schizophrenia stabilized with paliperidone palmitate 1-month (PP1M) to PP3M in a naturalistic clinical setting. METHODS After screening (days -7 to 1), patients were converted from PP1M (50-150 mg eq.) to PP3M (175-525 mg eq.), and entered a 52-week, flexible-dose PP3M treatment period. The primary efficacy endpoint was symptomatic remission (SR) (Andreasen criteria) at last observation carried forward (LOCF) endpoint. RESULTS Patients (n = 305) received PP3M, of whom 291 (95.4%) completed the study. Doses of PP3M remained stable during the 12-month treatment period, and changes in dose were uncommon. Overall, 56.8% of patients [95% confidence interval (CI): 51.0, 62.4] achieved SR, and 31.8% achieved both symptomatic and functional remission (Personal and Social Performance scale total score > 70) at LOCF endpoint. Secondary endpoint results were generally consistent with primary endpoint results. There were improvements in Positive and Negative Syndrome Scale total, subscale and Marder factor scores, and also Clinical Global Impression-Severity and -Change scores from baseline to LOCF endpoint. Carer burden was reduced, and the proportion of patients requiring hospitalization for psychiatric reasons decreased from 13.5% in the 12 months prior to baseline to 4.6% during the treatment period. No new safety signals were identified. CONCLUSION Results from this naturalistic study were similar to those observed in previous randomized clinical trials of PP3M and underline the importance of continuous maintenance treatment in patients with schizophrenia.
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Affiliation(s)
| | - Pierre-Michel Llorca
- CMP B, CHU Clermont-Ferrand, Clermont Auvergne University, Clermont-Ferrand, France
| | - Giuseppe Maina
- SCDU Psichiatria, AOU San Luigi Gonzaga, Università degli Studi di Torino, Torino, Piemonte, Italy
| | - Vasilis P Bozikas
- Second Department of Psychiatry, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | | | - Sung-Wan Kim
- Department of Psychiatry, Chonnam National University Medical School, Gwangju, South Korea
| | - Paul Bergmans
- Janssen Cilag, Biostatistics, Breda, The Netherlands
| | - Irina Usankova
- Johnson & Johnson, EMEA Medical Affairs Organization, Moscow, Russia
| | - Katalin Pungor
- EMEA Medical Affairs, Janssen Cilag GmbH, Johnson & Johnson Platz 1, Neuss, 41470, Germany
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13
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Pungor K, Bozikas VP, Emsley R, Llorca PM, Gopal S, Mathews M, Wooller A, Bergmans P. Stable patients with schizophrenia switched to paliperidone palmitate 3-monthly formulation in a naturalistic setting: impact of patient age and disease duration on outcomes. Ther Adv Psychopharmacol 2020; 10:2045125320981500. [PMID: 35186258 PMCID: PMC8851108 DOI: 10.1177/2045125320981500] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Accepted: 11/13/2020] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Paliperidone palmitate 3-monthly (PP3M) is a second-generation, long-acting injectable antipsychotic formulation indicated for the maintenance treatment of adults with schizophrenia first stabilized with paliperidone palmitate 1-monthly (PP1M). This exploratory post hoc subgroup analysis of the 52-week, phase 3b REMISSIO study analysed outcomes according to patient age and disease duration in a naturalistic clinical setting. METHODS Outcomes of patients with schizophrenia were analysed according to age [<35 years (n = 123) versus ⩾35 years (n = 182)] and disease duration [⩽3 years (n = 72) versus >3 years (n = 233)]. The primary efficacy outcome was the proportion of patients achieving symptomatic remission according to the Andreasen criteria. Adverse events were monitored throughout the study. RESULTS At endpoint (last observation carried forward), 60.7% (95% CI: 51.4%, 69.4%) of younger patients and 54.1% of older patients (95% CI: 46.6%, 61.6%) achieved symptomatic remission. The proportions for patients with disease duration ⩽3 years and >3 years were similar: 57.8% (45.4%, 69.4%) versus 56.5% (49.8%, 62.9%). Functional remission was reached by 45.4% (36.2%, 54.8%) of patients aged <35 years and 36% (28.9%, 43.6%) of patients aged ⩾35 years with a similar pattern when analysed by disease duration. PP3M had a favourable safety profile and was generally well tolerated in both age groups. CONCLUSION Patients with schizophrenia, previously stabilized on PP1M, may benefit from PP3M treatment with some additional potential improvements if started early in the disease course. CLINICAL TRIALSGOV NCT02713282.
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Affiliation(s)
- Katalin Pungor
- Janssen, EMEA Medical Affairs, Johnson & Johnson Platz 1, Neuss, 41470, Germany
| | - Vasilis P Bozikas
- Second Department of Psychiatry, School of Medicine, Aristotle University of Thessaloniki, Greece
| | - Robin Emsley
- Stellenbosch University, Cape Town, South Africa
| | | | - Srihari Gopal
- Department of Neuroscience, Janssen Research and Development, LLC, NJ, USA
| | - Maju Mathews
- Department of Neuroscience, Janssen Research and Development, LLC, NJ, USA
| | | | - Paul Bergmans
- Janssen Cilag, Biostatistics, Breda, The Netherlands
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14
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Pruessner M, King S, Vracotas N, Abadi S, Iyer S, Malla AK, Shah J, Joober R. Gender differences in childhood trauma in first episode psychosis: Association with symptom severity over two years. Schizophr Res 2019; 205:30-37. [PMID: 29935881 DOI: 10.1016/j.schres.2018.06.043] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 06/11/2018] [Accepted: 06/14/2018] [Indexed: 01/12/2023]
Abstract
Early life adversity is associated with increased risk for psychosis onset and poor clinical outcome. Male compared to female patients often show a more severe course of psychotic illness. The aim of the present study was to investigate gender differences in childhood trauma (CT) and their impact on symptomatic and functional outcome following psychosis onset. The study included 210 patients (144 men, 66 women) diagnosed with a first-episode of psychosis (FEP). Early adversity was assessed with the Childhood Trauma Questionnaire. Psychotic symptoms and general functioning were rated with the Brief Psychiatric Rating Scale and Global Assessment of Functioning scale at baseline, 12 and 24 months of follow-up in an established early intervention service. Male patients reported higher rates of physical or emotional neglect, whereas female patients indicated significantly higher rates of emotional abuse. More severe CT was related to higher levels of depression in women and to negative symptoms in men. Distinct CT effects were observed on positive and negative symptom severity and global functioning in male patients at 24 months. Emotional abuse was the strongest predictor of depression in both genders. In male patients only, emotional abuse predicted positive symptom severity and impaired global functioning, whereas emotional neglect predicted more severe negative symptoms. Our results suggest differences in CT experiences in male and female FEP patients, with a more pronounced impact on longer-term outcome in male patients. The findings support the notion that sex differences in stress vulnerability account for the relatively poor illness course in male psychosis patients.
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Affiliation(s)
- Marita Pruessner
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada; University of Konstanz, Department of Clinical Psychology, Konstanz, Germany.
| | - Suzanne King
- McGill University, Department of Psychiatry, Montréal, Québec, Canada
| | - Nadia Vracotas
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada
| | - Sherezad Abadi
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Canada
| | - Srividya Iyer
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada
| | - Ashok K Malla
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada
| | - Jai Shah
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada
| | - Ridha Joober
- Prevention and Early Intervention Program for Psychosis (PEPP-Montréal), Douglas Mental Health University Institute, Verdun, Canada; McGill University, Department of Psychiatry, Montréal, Québec, Canada
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15
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Gozlan G, Lecardeur L, Monfort AS, Doz M, Ortiz I, Larroumets P, Lafuma A. [Cost-effectiveness analysis of aripiprazole once-monthly versus paliperidone palmitate once-monthly in the treatment of schizophrenia in France]. Encephale 2018; 44:496-503. [PMID: 30482480 DOI: 10.1016/j.encep.2018.10.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Accepted: 09/17/2018] [Indexed: 10/28/2022]
Abstract
OBJECTIVE The aim of the study was to estimate the cost-effectiveness ratio of aripiprazole once-monthly compared to once-monthly injectable paliperidone palmitate in the treatment of schizophrenia in France on the basis of results and data from the QUALIFY study. METHODS Consumed resources data measured with a dedicated questionnaire and results on the quality of life scales from the QUALIFY study were combined with French standard unit costs of each collected consumed resources during QUALIFY to estimate the cost-effectiveness ratios of the two products. Multivariate sensitivity analyses were performed to test the combined impact of the different assumptions. RESULTS Findings of the study showed greater efficacy on the quality of life (QLS) and psychiatric evaluation scales (CGI-S and CGI-I) observed in QUALIFY of aripiprazole compared with paliperidone palmitate. Findings also suggest a trend (P=0.0733) in the reduction of total costs linked to a statistical decrease (P<0,0001) in drug costs in the aripiprazole group. These findings are reinforced by the probabilistic sensitivity analyses. CONCLUSION Aripiprazole appeared to be more cost-effective than paliperidone palmitate in the French context. Limits of this study are mainly related with the duration of the clinical trial and to assumptions on the transposability of measured consumed resources in the international clinical trial to the French healthcare system.
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Affiliation(s)
- G Gozlan
- 32, boulevard de Courcelles, 75017 Paris, France
| | - L Lecardeur
- UMR 6232 CNRS, centre Esquirol, centre hospitalier universitaire de Caen, avenue Côte de Nacre, 14033 Caen cedex, France
| | - A-S Monfort
- GHT Paris psychiatrie et neurosciences, centre hospitalier Sainte-Anne, 75674 Paris cedex 14, France
| | - M Doz
- Cemka-Eval, 43, boulevard Maréchal Joffre, 92340 Bourg-la-Reine, France
| | - I Ortiz
- Lundbeck SAS, Tour W, 102 terrasse Boieldieu, La Défense, 92085 Paris cedex, France
| | - P Larroumets
- Otsuka pharmaceutical France, 1 avenue Edouard-Belin 92566 CS, 40066 Rueil-Malmaison cedex, France
| | - A Lafuma
- Cemka-Eval, 43, boulevard Maréchal Joffre, 92340 Bourg-la-Reine, France.
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Baseline brain structural and functional predictors of clinical outcome in the early course of schizophrenia. Mol Psychiatry 2018; 25:863-872. [PMID: 30283030 PMCID: PMC6447492 DOI: 10.1038/s41380-018-0269-0] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 07/30/2018] [Accepted: 09/10/2018] [Indexed: 11/13/2022]
Abstract
Although schizophrenia is considered a brain disorder, the role of brain organization for symptomatic improvement remains inadequately defined. We investigated the relationship between baseline brain morphology, resting-state network connectivity and clinical response after 24-weeks of antipsychotic treatment in patients with schizophrenia (n = 95) using integrated multivariate analyses. There was no significant association between clinical response and measures of cortical thickness (r = 0.37, p = 0.98) and subcortical volume (r = 0.56, p = 0.15). By contrast, we identified a strong mode of covariation linking functional network connectivity to clinical response (r = 0.70; p = 0.04), and particularly to improvement in positive (weight = 0.62) and anxious/depressive symptoms (weight = 0.49). Higher internal cohesiveness of the default mode network was the single most important positive predictor. Key negative predictors involved the functional cohesiveness of central executive subnetworks anchored in the frontoparietal cortices and subcortical regions (including the thalamus and striatum) and the inter-network integration between the default mode and sensorimotor networks. The present findings establish links between clinical response and the functional organization of brain networks involved both in perception and in spontaneous and goal-directed cognition, thereby advancing our understanding of the pathophysiology of schizophrenia.
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Su CC, Bai YM, Chou MH, Wang JD, Yang YK. Estimate dynamic changes of dysfunction and lifelong spent for psychiatric care needs in patients with schizophrenia. Eur Psychiatry 2018; 54:65-70. [PMID: 30121508 DOI: 10.1016/j.eurpsy.2018.07.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Revised: 07/25/2018] [Accepted: 07/25/2018] [Indexed: 10/28/2022] Open
Abstract
BACKGROUND Disturbance of functionality is one of the core features of schizophrenia, and has deleterious effects on a patient's employment, increased healthcare costs, and a large societal burden. Thus, if a patient's disability status could be predicted, and interventions needed identified in advance, poor outcomes could be prevented. To achieve this aim, we developed a method by which to assess dynamic changes of dysfunction and estimate the lifetime duration of disability in patients with schizophrenia, as a proxy for assessing their specialized healthcare needs. METHODS The proposed method was developed based on a nationwide database and a cross-sectional survey. The primary analysis investigated the dynamic change in the proportion of patients with manifested disability over time, while the secondary analysis estimated the lifetime duration of disability, obtained as the proportion of patients with manifested disability multiplied by the survival probability throughout the life of patients. RESULTS The average lifetime duration of manifested disability of global functioning was estimated to be 20.9 years, which represents approximately 73% of the whole lifetime of patients. The duration of disability in socially-useful activities was estimated to be 15.6 years, while that in personal and social relationships was 17.5 years. The female patients had a longer duration of manifested disability (22.9 years) than the male patients (19.5 years). CONCLUSIONS The developed method of analysis indicated that the longest lifetime durations of manifest disability were observed in the areas of socially-useful activities and personal and social relationships, and the proportions of patients with these disabilities rapidly increased at 200 months after diagnosis.
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Affiliation(s)
- Chien-Chou Su
- Department of Psychiatry, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Institue of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ya Mei Bai
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan; Department of Psychiatry, Faculty of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Ming-Hui Chou
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Jung-Der Wang
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yen Kuang Yang
- Department of Psychiatry, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Psychiatry, National Cheng Kung University Hospital, Dou-Liou Branch, Yunlin, Taiwan; Institute of Behavioral Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
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18
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Zhang W, Amos TB, Gutkin SW, Lodowski N, Giegerich E, Joshi K. A systematic literature review of the clinical and health economic burden of schizophrenia in privately insured patients in the United States. CLINICOECONOMICS AND OUTCOMES RESEARCH 2018; 10:309-320. [PMID: 29922078 PMCID: PMC5997131 DOI: 10.2147/ceor.s156308] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Purpose The aim of this study was to conduct a systematic literature review on the burden of schizophrenia in privately insured US patients. Materials and methods A systematic literature review of English language peer-reviewed journal articles of observational studies published from 2006 to 2016 was conducted using EMBASE/MEDLINE databases. Abstracts covering substantial numbers of patients with schizophrenia or schizoaffective disorder (i.e., N ≥ 100) were included for full-text review. Articles that did not clearly specify private insurance types were excluded. Results A total of 25 studies were reviewed; 10 included only privately insured patients; and 15 included a mix of different types of insurance. The review of the clinical burden of schizophrenia revealed the following: compared to patients with no mental disorders, those with schizophrenia had significantly increased odds of systemic disorders and both alcohol and substance abuse. Antipsychotic (AP) adherence was low, ranging from 31.5% to 68.7%. The medication possession ratio for AP adherence ranged from 0.22 to 0.73. The review of the health economic burden of schizophrenia revealed the following: patients with a recent (vs. chronic) diagnosis of schizophrenia had significantly higher frequencies of emergency department visits and hospitalizations and greater length of stay (LOS) and total annual per-capita costs. Mean all-cause hospitalizations and LOS decreased significantly after (vs. before) initiating long-acting injectable APs (LAIs). Patients also had significantly decreased mean all-cause, and schizophrenia-related, hospitalization costs after initiating LAIs. Total direct per-capita costs of care (but not pharmacy costs) for patients who were nonadherent to their oral APs within the first 90 days of their index event were significantly higher (vs. early adherent patients). Despite these potential benefits, only 0.25%–13.1% of patients were treated with LAIs across all studies. Conclusion Privately insured US patients with schizophrenia experience a substantial clinical and health economic burden related to comorbidities, acute care needs, nonadherence, and polypharmacy and have relatively low use of LAIs. Further study is warranted to understand prescribing patterns and clinical policies related to this patient population.
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Affiliation(s)
- Wenjie Zhang
- WG US Advanced Health Analytics (WG AHA), Stamford, CT, USA
| | - Tony B Amos
- Janssen Scientific Affairs, LLC, Titusville, NJ, USA
| | | | | | - Emma Giegerich
- WG US Advanced Health Analytics (WG AHA), Stamford, CT, USA
| | - Kruti Joshi
- Janssen Scientific Affairs, LLC, Titusville, NJ, USA
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El Gharbi I, Chhoumi M, Mechri A. [Symptomatic remission and its relationship to social functioning in Tunisian out-patients with schizophrenia]. Encephale 2017; 45:15-21. [PMID: 29195805 DOI: 10.1016/j.encep.2017.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2017] [Revised: 09/09/2017] [Accepted: 09/15/2017] [Indexed: 11/30/2022]
Abstract
INTRODUCTION The concept of symptomatic and functional remission represents an important challenge in the care of the mentally ill, particularly in patients with schizophrenia. Operational criteria for symptomatic remission in schizophrenia have been proposed by Andreasen et al. (2005). Over the last decade, these criteria have been widely validated; however few studies have been conducted outside developed countries. Moreover, the association of symptomatic remission with functional outcome has not yet been established in developing countries including Tunisia, as there may be variability in the social and familial environment. OBJECTIVES To determine the frequency and associated factors of symptomatic remission in a sample of Tunisian out-patients with schizophrenia and to explore the relationship between symptomatic remission and some indicators of social functioning. METHODS A cross-sectional study was carried-out on 115 out-patients with schizophrenia (87 males, 28 females, mean age=37.56±10.2 years) in the psychiatry department of the university hospital in Monastir (Tunisia). Nearly all of the patients (98.26%) had been hospitalized at least once in a psychiatric unit. The last hospitalization dated back to 39 months on average (range=6 months to 16 years). Symptomatic remission was assessed by the eight core items of the positive and negative syndrome scale (PANSS). These are the items P1 "Delusions"; P3 "Hallucinatory behavior" and G9 "Unusual thought content" for the positive dimension, the items P2 "Conceptual disorganization" and G5 "Mannerism and disorders of posture" for the disorganization dimension and the items N1 "Blunted affect", N4 "Social withdrawal" and N6 "Lack of spontaneity and flow of conversation" for the negative dimension. A score of mild or less on all eight-core symptoms constitutes symptomatic remission. This symptom level should have been maintained for six months. The social functioning was assessed by the Social and Occupational Functioning Assessment Scale (SOFAS) and the Social Autonomy Scale (SAS) exploring personal care, management of daily life, resource management, the relationship with the outside and the emotional life and relationships social. A multivariate analysis using a binary logistic regression was conducted with as a dependent variable "symptomatic remission" and as explanatory variables the associated variables with symptomatic remission in bivariate analysis with age and gender. RESULTS The symptomatic remission was observed in 50.4% of patients. The items corresponding to positive dimension (P1, P3 and G9) and the item P2 "conceptual disorganization" had a better predictive value of symptomatic remission. After multivariate analysis, the associated factors of symptomatic remission were the acute of onset (P=0.026), the low score of negative symptoms during the last hospitalization (P=0.017) and the episodic course (P<0.0001). However, age or gender of the patients, educational or socioeconomic level, psychiatric family history, age of onset, duration of untreated psychosis, number and duration of previous hospitalizations, antipsychotic treatment dosage were not associated with symptomatic remission in our sample. The mean score of the SOFAS was 48.47±14.44, and the mean score of the SAS was 56.6±16.84. A significant association was shown between the SOFAS score and the symptomatic remission (P<0.0001) and between the SAS score and the symptomatic remission (P<0.0001). Moreover, a significant association was found between symptomatic remission and occupational activity (P=0.03). CONCLUSION The frequency of symptomatic remission according the PANSS criteria in our sample is above the average of the reported rates in literature (30 to 60%). This can be explained by the frequency of symptomatic remission in outpatient versus inpatients, or in relation to the notion of a more favorable course of schizophrenia in developing countries, although this notion is controversial. Remitter patients had significantly an acute onset of disorders, a low score of negative symptoms during the last hospitalization and an episodic course. They also showed a significant trend for better social functioning. In fact, a significant association was shown in our sample between symptomatic remission and social functioning. These results suggest that the concept of remission has important implications for the treatment of patients with schizophrenia.
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Affiliation(s)
- I El Gharbi
- Service de psychiatrie, hôpital universitaire de Monastir, 5000 Monastir, Tunisie
| | - M Chhoumi
- Service de psychiatrie, hôpital universitaire de Monastir, 5000 Monastir, Tunisie
| | - A Mechri
- Service de psychiatrie, hôpital universitaire de Monastir, 5000 Monastir, Tunisie; Faculté de médecine de Monastir, université de Monastir, 5000 Monastir, Tunisie.
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20
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Bo Q, Li F, Li X, Wang Z, Dong F, He F, Li A, Ma X, Wang C. Symptomatic remission in schizophrenia: Results from a risperidone maintenance treatment study. Psychiatry Res 2017; 258:289-294. [PMID: 28865716 DOI: 10.1016/j.psychres.2017.08.068] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Revised: 05/31/2017] [Accepted: 08/23/2017] [Indexed: 11/24/2022]
Abstract
This study aimed to investigate remission following the treatment of schizophrenia patients with risperidone. Clinically stabilized patients with schizophrenia (n = 374) were randomly assigned to 4-week, 26-week, or no-dose-reduction groups, in which the baseline risperidone dose was continued for 4, 26, or all weeks during 1-year period. The 'Positive and Negative Syndrome Scale' (PANNS) was assessed at baseline and monthly for six months, followed by every two months until the last recruited patient completed 1-year follow-up. Symptomatic remission was defined according to criteria established by the Schizophrenia Working Group. A Generalized Linear Mixed Model indicated significant variation in remission over time, which increased after baseline in the entire group (F = 49.32, df = 1, 3114, P < 0.001). The overall length of risperidone treatment (F = 4.34, df = 1, 416, P = 0.038) and the duration of illness (F = 8.51, df = 1, 359, P = 0.004) had significantly negative effects upon remission. Baseline remission patients were associated with a significantly increased time to relapse compared with the baseline of non-remission patients over a one year follow up period (F = 5.74, df = 1, 367, P = 0.017). One-year risperidone maintenance treatment increased remission rates in schizophrenia. A shorter illness duration, risperidone treatment length, and a lower total PANSS score were clinically useful predictors of remission. Achieving remission may postpone relapse.
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Affiliation(s)
- Qijing Bo
- Beijing Key Laboratory of Mental Disorders, Department of Psychiatry, Beijing Anding Hospital, Capital Medical University, Beijing 100088, China; Center of Schizophrenia, Beijing Institute for Brain Disorders, Laboratory of Brain Disorders (Capital Medical University), Ministry of Science and Technology, Beijing 100088, China
| | - Feng Li
- Beijing Key Laboratory of Mental Disorders, Department of Psychiatry, Beijing Anding Hospital, Capital Medical University, Beijing 100088, China; Center of Schizophrenia, Beijing Institute for Brain Disorders, Laboratory of Brain Disorders (Capital Medical University), Ministry of Science and Technology, Beijing 100088, China
| | - Xianbin Li
- Beijing Key Laboratory of Mental Disorders, Department of Psychiatry, Beijing Anding Hospital, Capital Medical University, Beijing 100088, China; Center of Schizophrenia, Beijing Institute for Brain Disorders, Laboratory of Brain Disorders (Capital Medical University), Ministry of Science and Technology, Beijing 100088, China
| | - Zhimin Wang
- Beijing Key Laboratory of Mental Disorders, Department of Psychiatry, Beijing Anding Hospital, Capital Medical University, Beijing 100088, China; Center of Schizophrenia, Beijing Institute for Brain Disorders, Laboratory of Brain Disorders (Capital Medical University), Ministry of Science and Technology, Beijing 100088, China
| | - Fang Dong
- Beijing Key Laboratory of Mental Disorders, Department of Psychiatry, Beijing Anding Hospital, Capital Medical University, Beijing 100088, China; Center of Schizophrenia, Beijing Institute for Brain Disorders, Laboratory of Brain Disorders (Capital Medical University), Ministry of Science and Technology, Beijing 100088, China
| | - Fan He
- Beijing Key Laboratory of Mental Disorders, Department of Psychiatry, Beijing Anding Hospital, Capital Medical University, Beijing 100088, China; Center of Schizophrenia, Beijing Institute for Brain Disorders, Laboratory of Brain Disorders (Capital Medical University), Ministry of Science and Technology, Beijing 100088, China
| | - Anning Li
- Beijing Key Laboratory of Mental Disorders, Department of Psychiatry, Beijing Anding Hospital, Capital Medical University, Beijing 100088, China; Center of Schizophrenia, Beijing Institute for Brain Disorders, Laboratory of Brain Disorders (Capital Medical University), Ministry of Science and Technology, Beijing 100088, China
| | - Xin Ma
- Beijing Key Laboratory of Mental Disorders, Department of Psychiatry, Beijing Anding Hospital, Capital Medical University, Beijing 100088, China
| | - Chuanyue Wang
- Beijing Key Laboratory of Mental Disorders, Department of Psychiatry, Beijing Anding Hospital, Capital Medical University, Beijing 100088, China; Center of Schizophrenia, Beijing Institute for Brain Disorders, Laboratory of Brain Disorders (Capital Medical University), Ministry of Science and Technology, Beijing 100088, China.
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Potkin SG, Loze JY, Forray C, Baker RA, Sapin C, Peters-Strickland T, Beillat M, Nylander AG, Hertel P, Nitschky Schmidt S, Eramo A, Hansen K, Naber D. Multidimensional Assessment of Functional Outcomes in Schizophrenia: Results From QUALIFY, a Head-to-Head Trial of Aripiprazole Once-Monthly and Paliperidone Palmitate. Int J Neuropsychopharmacol 2016; 20:40-49. [PMID: 27927736 PMCID: PMC5578804 DOI: 10.1093/ijnp/pyw093] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Accepted: 11/14/2016] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND QUALIFY was a 28-week, randomized, open-label, head-to-head trial that assessed improvements across multiple measures in stable patients with schizophrenia with aripiprazole once-monthly 400 mg vs paliperidone palmitate. METHODS Secondary effectiveness assessments included physician-rated readiness for work using the Work Readiness Questionnaire, the Clinical Global Impression-Severity and Clinical Global Impression-Improvement scales, and quality of life with the rater-blinded Heinrichs-Carpenter Quality of Life Scale. Patients assessed their treatment satisfaction and quality of life with Subjective Well-Being under Neuroleptic Treatment-short version and Tolerability and Quality of Life questionnaires. RESULTS Odds of being ready for work at week 28 were significantly higher with aripiprazole once-monthly 400 mg vs paliperidone palmitate (adjusted odds ratio, 2.67; 95% CI, 1.39-5.14; P=.003). Aripiprazole once-monthly 400 mg produced numerically or significantly greater improvements from baseline vs paliperidone palmitate in all Quality of Life Scale items. With aripiprazole once-monthly 400 mg vs paliperidone palmitate at week 28, there were significantly more Clinical Global Impression-Severity and Clinical Global Impression-Improvement responders (adjusted odds ratio, 2.26; P=.010, and 2.51; P=.0032) and significantly better Clinical Global Impression-Improvement scores (least squares mean treatment difference, -0.326; 95% CI, -0.60 to -0.05; P=.020). Numerically larger improvements with aripiprazole once-monthly 400 mg vs paliperidone palmitate were observed for patient-rated scales Subjective Well-Being under Neuroleptic Treatment-short version and Tolerability and Quality of Life. Partial correlations were strongest among clinician-rated and among patient-rated scales but poorest between clinician and patient-rated scales. CONCLUSIONS Consistently greater improvements were observed with aripiprazole once-monthly 400 mg vs paliperidone palmitate across all measures. Partial correlations between scales demonstrate the multidimensionality of various measures of improvement. More patients on aripiprazole once-monthly 400 mg were deemed ready to work by the study end. TRIAL REGISTRY National Institutes of Health registry, NCT01795547, https://clinicaltrials.gov/ct2/results?id=NCT01795547).
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Affiliation(s)
- Steven G. Potkin
- University of California, Irvine, CA (Dr Potkin); Otsuka Pharmaceutical Europe, Wexham, UK (Dr Loze); Lundbeck LLC, Paramus, NJ (Dr Forray); Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ (Drs Baker and Peters-Strickland); Lundbeck SAS, Issy-les-Moulineaux, France (Ms Beillat, Mr Sapin, and Dr Hansen); H. Lundbeck A/S, Valby, Denmark (Drs Nylander and Hertel and Mr Nitschky Schmidt); Lundbeck LLC, Deerfield, IL (Dr Eramo); University Medical Center Hamburg-Eppendorf, Hamburg, Germany (Dr Naber).,Correspondence: Steven G. Potkin, MD, Department of Psychiatry and Human Behavior, University of California, Irvine, 5251 California Ave., Suite 240, Irvine, CA 92617 ()
| | - Jean-Yves Loze
- University of California, Irvine, CA (Dr Potkin); Otsuka Pharmaceutical Europe, Wexham, UK (Dr Loze); Lundbeck LLC, Paramus, NJ (Dr Forray); Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ (Drs Baker and Peters-Strickland); Lundbeck SAS, Issy-les-Moulineaux, France (Ms Beillat, Mr Sapin, and Dr Hansen); H. Lundbeck A/S, Valby, Denmark (Drs Nylander and Hertel and Mr Nitschky Schmidt); Lundbeck LLC, Deerfield, IL (Dr Eramo); University Medical Center Hamburg-Eppendorf, Hamburg, Germany (Dr Naber)
| | - Carlos Forray
- University of California, Irvine, CA (Dr Potkin); Otsuka Pharmaceutical Europe, Wexham, UK (Dr Loze); Lundbeck LLC, Paramus, NJ (Dr Forray); Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ (Drs Baker and Peters-Strickland); Lundbeck SAS, Issy-les-Moulineaux, France (Ms Beillat, Mr Sapin, and Dr Hansen); H. Lundbeck A/S, Valby, Denmark (Drs Nylander and Hertel and Mr Nitschky Schmidt); Lundbeck LLC, Deerfield, IL (Dr Eramo); University Medical Center Hamburg-Eppendorf, Hamburg, Germany (Dr Naber)
| | - Ross A Baker
- University of California, Irvine, CA (Dr Potkin); Otsuka Pharmaceutical Europe, Wexham, UK (Dr Loze); Lundbeck LLC, Paramus, NJ (Dr Forray); Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ (Drs Baker and Peters-Strickland); Lundbeck SAS, Issy-les-Moulineaux, France (Ms Beillat, Mr Sapin, and Dr Hansen); H. Lundbeck A/S, Valby, Denmark (Drs Nylander and Hertel and Mr Nitschky Schmidt); Lundbeck LLC, Deerfield, IL (Dr Eramo); University Medical Center Hamburg-Eppendorf, Hamburg, Germany (Dr Naber)
| | - Christophe Sapin
- University of California, Irvine, CA (Dr Potkin); Otsuka Pharmaceutical Europe, Wexham, UK (Dr Loze); Lundbeck LLC, Paramus, NJ (Dr Forray); Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ (Drs Baker and Peters-Strickland); Lundbeck SAS, Issy-les-Moulineaux, France (Ms Beillat, Mr Sapin, and Dr Hansen); H. Lundbeck A/S, Valby, Denmark (Drs Nylander and Hertel and Mr Nitschky Schmidt); Lundbeck LLC, Deerfield, IL (Dr Eramo); University Medical Center Hamburg-Eppendorf, Hamburg, Germany (Dr Naber)
| | - Timothy Peters-Strickland
- University of California, Irvine, CA (Dr Potkin); Otsuka Pharmaceutical Europe, Wexham, UK (Dr Loze); Lundbeck LLC, Paramus, NJ (Dr Forray); Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ (Drs Baker and Peters-Strickland); Lundbeck SAS, Issy-les-Moulineaux, France (Ms Beillat, Mr Sapin, and Dr Hansen); H. Lundbeck A/S, Valby, Denmark (Drs Nylander and Hertel and Mr Nitschky Schmidt); Lundbeck LLC, Deerfield, IL (Dr Eramo); University Medical Center Hamburg-Eppendorf, Hamburg, Germany (Dr Naber)
| | - Maud Beillat
- University of California, Irvine, CA (Dr Potkin); Otsuka Pharmaceutical Europe, Wexham, UK (Dr Loze); Lundbeck LLC, Paramus, NJ (Dr Forray); Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ (Drs Baker and Peters-Strickland); Lundbeck SAS, Issy-les-Moulineaux, France (Ms Beillat, Mr Sapin, and Dr Hansen); H. Lundbeck A/S, Valby, Denmark (Drs Nylander and Hertel and Mr Nitschky Schmidt); Lundbeck LLC, Deerfield, IL (Dr Eramo); University Medical Center Hamburg-Eppendorf, Hamburg, Germany (Dr Naber)
| | - Anna-Greta Nylander
- University of California, Irvine, CA (Dr Potkin); Otsuka Pharmaceutical Europe, Wexham, UK (Dr Loze); Lundbeck LLC, Paramus, NJ (Dr Forray); Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ (Drs Baker and Peters-Strickland); Lundbeck SAS, Issy-les-Moulineaux, France (Ms Beillat, Mr Sapin, and Dr Hansen); H. Lundbeck A/S, Valby, Denmark (Drs Nylander and Hertel and Mr Nitschky Schmidt); Lundbeck LLC, Deerfield, IL (Dr Eramo); University Medical Center Hamburg-Eppendorf, Hamburg, Germany (Dr Naber)
| | - Peter Hertel
- University of California, Irvine, CA (Dr Potkin); Otsuka Pharmaceutical Europe, Wexham, UK (Dr Loze); Lundbeck LLC, Paramus, NJ (Dr Forray); Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ (Drs Baker and Peters-Strickland); Lundbeck SAS, Issy-les-Moulineaux, France (Ms Beillat, Mr Sapin, and Dr Hansen); H. Lundbeck A/S, Valby, Denmark (Drs Nylander and Hertel and Mr Nitschky Schmidt); Lundbeck LLC, Deerfield, IL (Dr Eramo); University Medical Center Hamburg-Eppendorf, Hamburg, Germany (Dr Naber)
| | - Simon Nitschky Schmidt
- University of California, Irvine, CA (Dr Potkin); Otsuka Pharmaceutical Europe, Wexham, UK (Dr Loze); Lundbeck LLC, Paramus, NJ (Dr Forray); Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ (Drs Baker and Peters-Strickland); Lundbeck SAS, Issy-les-Moulineaux, France (Ms Beillat, Mr Sapin, and Dr Hansen); H. Lundbeck A/S, Valby, Denmark (Drs Nylander and Hertel and Mr Nitschky Schmidt); Lundbeck LLC, Deerfield, IL (Dr Eramo); University Medical Center Hamburg-Eppendorf, Hamburg, Germany (Dr Naber)
| | - Anna Eramo
- University of California, Irvine, CA (Dr Potkin); Otsuka Pharmaceutical Europe, Wexham, UK (Dr Loze); Lundbeck LLC, Paramus, NJ (Dr Forray); Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ (Drs Baker and Peters-Strickland); Lundbeck SAS, Issy-les-Moulineaux, France (Ms Beillat, Mr Sapin, and Dr Hansen); H. Lundbeck A/S, Valby, Denmark (Drs Nylander and Hertel and Mr Nitschky Schmidt); Lundbeck LLC, Deerfield, IL (Dr Eramo); University Medical Center Hamburg-Eppendorf, Hamburg, Germany (Dr Naber)
| | - Karina Hansen
- University of California, Irvine, CA (Dr Potkin); Otsuka Pharmaceutical Europe, Wexham, UK (Dr Loze); Lundbeck LLC, Paramus, NJ (Dr Forray); Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ (Drs Baker and Peters-Strickland); Lundbeck SAS, Issy-les-Moulineaux, France (Ms Beillat, Mr Sapin, and Dr Hansen); H. Lundbeck A/S, Valby, Denmark (Drs Nylander and Hertel and Mr Nitschky Schmidt); Lundbeck LLC, Deerfield, IL (Dr Eramo); University Medical Center Hamburg-Eppendorf, Hamburg, Germany (Dr Naber)
| | - Dieter Naber
- University of California, Irvine, CA (Dr Potkin); Otsuka Pharmaceutical Europe, Wexham, UK (Dr Loze); Lundbeck LLC, Paramus, NJ (Dr Forray); Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ (Drs Baker and Peters-Strickland); Lundbeck SAS, Issy-les-Moulineaux, France (Ms Beillat, Mr Sapin, and Dr Hansen); H. Lundbeck A/S, Valby, Denmark (Drs Nylander and Hertel and Mr Nitschky Schmidt); Lundbeck LLC, Deerfield, IL (Dr Eramo); University Medical Center Hamburg-Eppendorf, Hamburg, Germany (Dr Naber)
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Sapin C, Hartry A, Kamat SA, Beillat M, Baker RA, Eramo A. Pharmacoeconomic comparison of aripiprazole once-monthly and paliperidone palmitate from a head-to-head clinical trial in schizophrenia: a US analysis. Drugs Context 2016; 5:212301. [PMID: 27708677 PMCID: PMC5035131 DOI: 10.7573/dic.212301] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Indexed: 12/27/2022] Open
Abstract
Schizophrenia presents a substantial clinical and economic burden to the health-care system. In QUAlity of LIfe with AbiliFY Maintena (QUALIFY), a randomized head-to-head study of aripiprazole once-monthly 400 mg (AOM 400) compared with paliperidone palmitate (PP; 78-234 mg/mo), AOM 400 demonstrated greater improvement in health-related quality of life and functioning in patients with stable schizophrenia. The present analysis used health economics assessment data collected during the QUALIFY study to determine the direct medical and pharmacy costs and the cost-effectiveness associated with each treatment over 6 months. Compared with those receiving PP, patients receiving AOM 400 incurred significantly lower direct total costs ($8908±186 vs $9675±190, p=0.005) and treatment costs ($7967±113 vs $8706±116, p<0.001). Effectiveness results in the subset of patients included in the cost analyses were similar to the overall population: mean (95% CI) improvement in Heinrichs-Carpenter Quality of Life Scale total score was greater with AOM 400 (5.97 [3.87; 8.08]) compared with PP (2.85 [0.56; 5.08]). Likewise, Clinical Global Impression-Severity improved more in the AOM 400 group (-0.59 [-0.71; -0.47]) compared with PP group (-0.37 [-0.46; -0.27]). Therefore, the analysis of data from stabilized patients with schizophrenia in the QUALIFY study indicated that AOM 400 is associated with lower health-care costs and greater effectiveness compared with PP and thus represents the economically dominant strategy.
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Affiliation(s)
| | | | - Siddhesh A. Kamat
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | | | - Ross A. Baker
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
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Awad G, Ng-Mak D, Rajagopalan K, Hsu J, Pikalov A, Loebel A. Long-term health-related quality of life improvements among patients treated with lurasidone: results from the open-label extension of a switch trial in schizophrenia. BMC Psychiatry 2016; 16:176. [PMID: 27245981 PMCID: PMC4888300 DOI: 10.1186/s12888-016-0879-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2015] [Accepted: 05/19/2016] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Long-term improvement of health-related quality of life (HRQoL) in schizophrenia may improve adherence and reduce relapse and rehospitalization. This analysis examines long-term changes in HRQoL among patients with schizophrenia switched to lurasidone from other antipsychotics. METHODS Patients who completed an open-label 6-week switch study continued on lurasidone for an additional 24-weeks. HRQoL was measured using the self-reported Personal Evaluation of Transitions in Treatment (PETiT) scale and Short-Form 12 (SF-12) questionnaire. The PETiT assessed HRQoL via total and domain scores (adherence-related attitude and psychosocial functioning). The SF-12 assessed patients' mental and physical component summary scores (MCS and PCS). Mean changes from the initial baseline were calculated at extension baseline and extension endpoint using analysis of covariance models. Analyses were further stratified by prior antipsychotic medication and responder status; responders were defined as having a ≥20 % improvement in Positive and Negative Syndrome Scale during the first 6-weeks of treatment. RESULTS The analysis included 144 patients with PETIT or SF-12 data who received ≥1 dose of lurasidone. Mean (standard deviation) PETiT total score improved significantly from 34.9 (9.3) at baseline to 39.5 (8.9) at extension baseline and 39.1 (9.0) at extension endpoint, representing improvements of 4.5 (7.9) and 5.1 (7.2) points, respectively (both p < 0.001). Significant improvements in adherence-related attitude and psychosocial functioning were observed at extension baseline and extension endpoint (all p < 0.001). Improvement in SF-12 MCS score was observed at extension baseline and endpoint, and PCS score at extension endpoint (all p < 0.01). Patients who switched from quetiapine and aripiprazole showed significant improvement of PETiT total score and adherence-related attitude at extension baseline and extension endpoint. In addition, patients who switched from quetiapine, risperidone, aripiprazole, or ziprasidone showed significant improvement in MCS scores from baseline to extension endpoint. Responders to lurasidone demonstrated greater improvement in PETiT total, psychosocial functioning, and MCS scores at extension baseline than nonresponders. CONCLUSIONS After switching to lurasidone, patients with schizophrenia experienced HRQoL improvements that were sustained for an additional 24 weeks of treatment. Further study is warranted to understand the implications of these improvements in terms of employment, adherence, relapse, and rehospitalization. TRIAL REGISTRATION Clinical trials.gov identifier NCT01143090 (June 10th, 2010).
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Affiliation(s)
- George Awad
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada. .,Department of Psychiatry and Mental Health, Humber River Hospital, 1235 Wilson Avenue, 5th Floor, Toronto, M3M 0B2, ON, Canada.
| | - Daisy Ng-Mak
- Sunovion Pharmaceuticals Inc., Marlborough, MA USA
| | | | - Jay Hsu
- Sunovion Pharmaceuticals Inc., Fort Lee, NJ USA
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Lambert M, Schöttle D, Ruppelt F, Lüdecke D, Sarikaya G, Schulte-Markwort M, Gallinat J, Karow A. [Integrated care for patients with first and multiple episodes of severe psychotic illnesses: 3-year results of the Hamburg model]. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz 2016; 58:408-19. [PMID: 25676450 DOI: 10.1007/s00103-015-2123-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
BACKGROUND The so-called "Hamburg model" is a designated integrated care model according to § 140 of the Social Code Book (SGB) V for psychosis patients fulfilling the definition of severe mental illness (SMI). OBJECTIVES Description of the model and evaluation of efficacy of all patients being treated for ≥ 3 years. MATERIALS AND METHODS Service entry illness status, course of illness, and interventions were assessed within a continuous quality assurance study. One hundred and fifty-eight patients who fulfilled the criterion of being treated for ≥ 3 years were analyzed. RESULTS At service entry, SMI were among others mirrored by a high level of psychopathology (Brief Psychiatric Rating Scale [BPRS]: 80.3) and severity of illness (Clinical Global Impression Severity [CGI-S]/Clinical Global Impression Bipolar scales [CGI-BP]: 5.8), low functioning level (Global Assessment of Functioning scale [GAF]: 35.9), and high rates of comorbid psychiatric (94.3 %) and somatic (81.6 %) disorders. Only 8 patients (5.1 %) disengaged from the service within the 3-year treatment period. The course of the illness over 3 years showed significant and stable improvements in psychopathology (BPRS: p < 0.001), the severity of illness (CGI-S/CGI-BP: p < 0.001), functioning (GAF: p < 0.001), quality of life (Quality of Life Enjoyment and Satisfaction Questionnaire [Q-LES-Q-18]: p < 0.001), and satisfaction with care (Client Satisfaction Questionnaire [CSQ-8]: 2.0 to 3.3; p = 0.164; nonsignificant because of early improvements). Further, compulsory admissions were reduced and medication adherence in addition to working ability improved (all p < 0.001). Data on interventions showed a continuously high frequency of outpatient interventions over time (on average 112.0 per year), a high percentage of patients in psychotherapy (67 %), and a nearly 90 % reduction in inpatient treatment days from year 1 to year 3. CONCLUSION Integrated care in severely ill patients with psychotic disorders leads to multidimensional illness improvement and stabilization by offering intensive outpatient care.
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Affiliation(s)
- Martin Lambert
- Arbeitsbereich Psychosen, Klinik für Psychiatrie und Psychotherapie, Zentrum für Psychosoziale Medizin, Universitätsklinikum Hamburg-Eppendorf (UKE), Martinistr. 52, 20246, Hamburg, Deutschland,
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Sarpal DK, Argyelan M, Robinson DG, Szeszko PR, Karlsgodt KH, John M, Weissman N, Gallego JA, Kane JM, Lencz T, Malhotra AK. Baseline Striatal Functional Connectivity as a Predictor of Response to Antipsychotic Drug Treatment. Am J Psychiatry 2016; 173:69-77. [PMID: 26315980 PMCID: PMC4845897 DOI: 10.1176/appi.ajp.2015.14121571] [Citation(s) in RCA: 160] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
OBJECTIVE Clinical response to antipsychotic drug treatment is highly variable, yet prognostic biomarkers are lacking. The authors recently demonstrated that successful antipsychotic drug treatment alters resting-state functional connectivity of the striatum. The goal of the present study was to test whether intrinsic striatal connectivity patterns provide prognostic information and can serve as a potential biomarker of treatment response to antipsychotic drugs. METHOD The authors used resting-state functional MRI (fMRI) to develop a prognostic index in a discovery cohort of 41 first-episode schizophrenia patients, then tested this index in an independent cohort of 40 newly hospitalized chronic patients with acute psychosis. In the discovery cohort, patients underwent resting-state fMRI scanning at the initiation of randomized controlled treatment with a second-generation antipsychotic. Whole-brain functional connectivity maps were generated for each subject from striatal seed regions. A stringent measure of clinical response was calculated that required sustained improvement over two consecutive study visits. Clinical response was entered into a survival analysis, and Cox regression was applied to the functional connectivity data. A striatal connectivity index was created, comprising functional connections of the striatum that predicted treatment response. This striatal connectivity index was tested on a generalizability cohort of patients with psychotic disorders who were hospitalized for an acute psychotic episode. RESULTS A total of 91 regions functionally connected with the striatum provided significant prognostic information. Connectivity in these regions was used to create a baseline striatal connectivity index that predicted response to antipsychotic treatment with high sensitivity and specificity in both the discovery and generalizability cohorts. CONCLUSIONS These results provide evidence that individual differences in striatal functional connectivity predict response to antipsychotic drug treatment in acutely psychotic patients. With further development, this has the potential to serve as a prognostic biomarker with clinical utility and to reduce the overall burden associated with psychotic illnesses.
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Takahashi M, Nakahara N, Fujikoshi S, Iyo M. Remission, response, and relapse rates in patients with acute schizophrenia treated with olanzapine monotherapy or other atypical antipsychotic monotherapy: 12-month prospective observational study. Pragmat Obs Res 2015; 6:39-46. [PMID: 27774031 PMCID: PMC5045023 DOI: 10.2147/por.s64973] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
PURPOSE To compare the rates of antipsychotic response, remission, and relapse in patients with schizophrenia treated with olanzapine or other antipsychotics in usual clinical care in Japan. PATIENTS AND METHODS This analysis of a 12-month, prospective, noninterventional study examined outcomes for 1,089 inpatients and outpatients with schizophrenia who initiated antipsychotic monotherapy. All treatment decisions, including medication choice, were left to the discretion of the treating physician. The rates of treatment response, relapse, and 6-month sustained remission were compared between olanzapine monotherapy (OLZ) and other anti-psychotic monotherapy (OAN), and between OLZ and other atypical antipsychotic monotherapy (OAT). Visit-wise comparisons of treatment response and remission were examined using repeated-measures logistic regressions. Propensity scores were used to control for potential baseline differences between groups. RESULTS Response rates were higher for OLZ patients and relapse rates were consistently lower for OLZ patients, however the differences were not statistically significant. Rates of 6-month sustained remission were significantly higher for OLZ than OAN patients (P=0.032) and for OLZ than OAT patients (P=0.041). An exploratory analysis of OLZ and OAN comparison found outpatients treated with OLZ or OAN had similar sustained remission rates (OLZ: 22.2%, OAN: 22.8%), while inpatients treated with OLZ had significantly higher sustained remission rates than inpatients treated with OAN (OLZ: 17.1%, OAN: 6.6%, odds ratio [95% confidence interval] =3.54 [2.00-6.25]). CONCLUSION In usual care in Japan, treating the acute symptoms of schizophrenia with olanzapine was not found to be significantly different for response and relapse rates; however, treatment with olanzapine was found to have significantly greater sustained remission rates than treatment with other antipsychotics. In the inpatient setting, where patients tend to be more severe and difficult to manage, olanzapine treatment may lead to higher sustained remission rates than other antipsychotics.
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Affiliation(s)
| | | | | | - Masaomi Iyo
- Department of Psychiatry, Graduate School of Medicine, Chiba University, Chiba, Japan
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Karow A, Wittmann L, Schöttle D, Schäfer I, Lambert M. The assessment of quality of life in clinical practice in patients with schizophrenia. DIALOGUES IN CLINICAL NEUROSCIENCE 2015. [PMID: 25152657 PMCID: PMC4140512 DOI: 10.31887/dcns.2014.16.2/akarow] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The aim of the present article is to review QoL scales used in studies investigating patients with schizophrenia over the past 5 years, and to summarize the results of QoL assessment in clinical practice in these patients. Literature available from January 2009 to December 2013 was identified in a PubMed search using the key words "quality of life" and "schizophrenia" and in a cross-reference search for articles that were particularly relevant. A total of n=432 studies used 35 different standardized generic and specific QoL scales in patients with schizophrenia. Affective symptoms were major obstacles for QoL improvement in patients with schizophrenia. Though positive symptoms, negative symptoms, and cognitive functioning may be seen as largely independent parameters from subjective QoL, especially in cross-sectional trials, long-term studies confirmed a critical impact of early QoL improvement on long-term symptomatic and functional remission, as well as of early symptomatic response on long-term QoL. Results of the present review suggest that QoL is a valid and useful outcome criterion in patients with schizophrenia. As such, it should be consistently applied in clinical trials. Understanding the relationship between symptoms and functioning with QoL is important because interventions that focus on symptoms of psychosis or functioning alone may fail to improve subjective QoL to the same level. However, the lack of consensus on QoL scales hampers research on its predictive validity. Future research needs to find a consensus on the concept and measures of QoL and to test whether QoL predicts better outcomes with respect to remission and recovery under consideration of different treatment approaches in patients with schizophrenia.
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Affiliation(s)
- Anne Karow
- Department of Psychiatry and Psychotherapy, Centre for Psychosocial Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Linus Wittmann
- Department of Psychiatry and Psychotherapy, Centre for Psychosocial Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Daniel Schöttle
- Department of Psychiatry and Psychotherapy, Centre for Psychosocial Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ingo Schäfer
- Department of Psychiatry and Psychotherapy, Centre for Psychosocial Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Martin Lambert
- Department of Psychiatry and Psychotherapy, Centre for Psychosocial Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Fleischhacker WW, Baker RA, Eramo A, Sanchez R, Tsai LF, Peters-Strickland T, Perry PP, McQuade RD, Johnson BR, Carson WH, Kane JM. Effects of aripiprazole once-monthly on domains of personal and social performance: results from 2 multicenter, randomized, double-blind studies. Schizophr Res 2014; 159:415-20. [PMID: 25281992 DOI: 10.1016/j.schres.2014.09.019] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2014] [Revised: 09/05/2014] [Accepted: 09/08/2014] [Indexed: 10/24/2022]
Abstract
OBJECTIVE To assess the effects of maintenance therapy with aripiprazole once-monthly 400mg on personal and social functioning. METHODS Data were analyzed from 2 randomized, double-blind trials of patients with schizophrenia requiring chronic antipsychotic treatment. One study was a 52-week trial of aripiprazole once-monthly 400mg versus placebo; the other was a 38-week trial of aripiprazole once-monthly 400mg, oral aripiprazole (10-30 mg daily), and aripiprazole once-monthly 50mg (subtherapeutic dose to test assay sensitivity). Functioning was assessed using the Personal and Social Performance (PSP) scale, comprising 4 domain subscales. RESULTS In the 52-week study, 403 patients stabilized on aripiprazole once-monthly 400mg were randomized to receive aripiprazole once-monthly 400mg (n=269) or placebo (n=134). In the 38-week study, 662 patients stabilized on oral aripiprazole were randomized to receive aripiprazole once-monthly 400mg (n=265), oral aripiprazole (n=266), or aripiprazole once-monthly 50mg (subtherapeutic dose; n=131). In the 52-week study, mean changes from baseline were significantly worsened with placebo compared with aripiprazole once-monthly 400mg for PSP total score (P<0.001) and domain scores for Personal and Social Relationships (P<0.001), Self-Care (P<0.01), and Disturbing and Aggressive Behavior (P<0.0001). In the 38-week study, mean changes from baseline were significantly worsened with aripiprazole once-monthly 50mg compared with aripiprazole once-monthly 400mg for PSP total score (P<0.05) and the Personal and Social Relationships domain score (P<0.05). CONCLUSION Patient functioning, assessed using the PSP scale, was maintained in stabilized patients treated with aripiprazole once-monthly in 2 pivotal relapse studies.
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Affiliation(s)
| | - Ross A Baker
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | | | - Raymond Sanchez
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | - Lan-Feng Tsai
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | | | - Pamela P Perry
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | - Robert D McQuade
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | - Brian R Johnson
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | - William H Carson
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA
| | - John M Kane
- The Zucker Hillside Hospital, Glen Oaks, NY, USA; Hofstra North Shore-LIJ School of Medicine, Hempstead, NY, USA
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Smeraldi E, Cavallaro R, Folnegović-Šmalc V, Bidzan L, Emin Ceylan M, Schreiner A. Long-term remission in schizophrenia and schizoaffective disorder: results from the risperidone long-acting injectable versus quetiapine relapse prevention trial (ConstaTRE). Ther Adv Psychopharmacol 2013; 3:191-9. [PMID: 24167692 PMCID: PMC3805434 DOI: 10.1177/2045125313479127] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
OBJECTIVE The objective of this study was to report the long-term remission results from the ConstaTRE relapse prevention trial, in which clinically stable adults with schizophrenia or schizoaffective disorder treated with oral risperidone, olanzapine, or oral conventional antipsychotics were randomized to risperidone long-acting injectable (RLAI) or oral quetiapine, dosed according to package-insert recommendations. METHODS In the ConstaTRE trial, efficacy and tolerability were recorded for up to 24 months. This post hoc analysis presents remission data, defined, according to the Schizophrenia Working Group criteria, as achieving and maintaining eight core symptoms of schizophrenia that are mild or less over 6 months. Additional secondary outcome measures are also presented. RESULTS A total of 710 patients were randomized to RLAI (n = 355) or quetiapine (n = 355). Mean mode ± standard deviation (SD) drug doses were RLAI 33 ± 10 mg every 2 weeks and quetiapine 413 ± 159 mg daily. Full remission was achieved by 51.1% of patients with RLAI and 39.3% with quetiapine (p = 0.003). Mean ± SD of full remission durations were not significantly different with RLAI (540 ± 181 days) and quetiapine (508 ± 188 days). Overall tolerability was similar between treatment groups. CONCLUSIONS Among stable patients with schizophrenia or schizoaffective disorder, remission was more likely after switching to RLAI than quetiapine.
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Affiliation(s)
- Enrico Smeraldi
- Department of Clinical Neuroscience, San Raffaele University Scientific Institute, Vita-Salute University School of Medicine, Via Stamira D'Ancona 20, 20127 Milan, Italy
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