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1.
Brain Commun ; 6(3): fcae094, 2024.
Article in English | MEDLINE | ID: mdl-38707706

ABSTRACT

Functional connectivity resting-state functional magnetic resonance imaging has been proposed to predict antipsychotic treatment response in schizophrenia. However, only a few prospective studies have examined baseline resting-state functional magnetic resonance imaging data in drug-naïve first-episode schizophrenia patients with regard to subsequent treatment response. Data-driven approaches to conceptualize and measure functional connectivity patterns vary broadly, and model-free, voxel-wise, whole-brain analysis techniques are scarce. Here, we apply such a method, called connectivity concordance mapping to resting-state functional magnetic resonance imaging data acquired from an Asian sample (n = 60) with first-episode psychosis, prior to pharmaceutical treatment. Using a longitudinal design, 12 months after the resting-state functional magnetic resonance imaging, we measured and classified patients into two groups based on psychometric testing: treatment responsive and treatment resistant. Next, we compared the two groups' connectivity concordance maps that were derived from the resting-state functional magnetic resonance imaging data at baseline. We have identified consistently higher functional connectivity in the treatment-resistant group in a network including the left hippocampus, bilateral insula and temporal poles. These data-driven novel findings can help researchers to consider new regions of interest and facilitate biomarker development in order to identify treatment-resistant schizophrenia patients early, in advance of treatment and at the time of their first psychotic episode.

3.
J Med Econ ; 22(3): 273-279, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30561238

ABSTRACT

BACKGROUND: Very few data are available to demonstrate the economic benefit of early paliperidone palmitate once-monthly long-acting injectable (PP1M) treatment in patients with schizophrenia or schizoaffective disorder. METHODS AND MATERIALS: This study has retrospectively compared the healthcare utilization and associated costs of pre- and post-PPIM treatment in 413 patients with schizophrenia or schizoaffective disorder recruited from three major public hospitals providing psychiatric services in Hong Kong. Patients were categorized into early treatment (≤3 years since diagnosis) and chronic (>3 years) groups, and also whether they were receiving polypharmacy (POP). RESULTS: It was found that patients who were started on early therapy with no POP had the most favourable outcomes. Overall results of the entire cohort, including both early and late treatments, indicate that there was a slight increase in annual in-patient days (IP) per patient and outpatient visit (OP) by 3.18 and 1.87, respectively, and a decrease in emergency room visit (ER) of 0.9 (p < 0.05). For non-polypharmacy (NP) patients receiving early PP1M therapy, there was a significant decrease in IP and ER of 21.56 (p < 0.05) and 1.15 (p < 0.05), respectively, but an increase in OP of 1.88 (p < 0.05). For patients with POP, there was an all-across increase in IP and all-across decrease in OP and ER. In monetary terms, a NP patient receiving early therapy may have an overall saving of HKD40,878 (USD5,241, 1USD = 7.8HKD) per year compared to HKD6,224 (USD798) in patients where therapy was given after 3 years. For patients with POP, there was an all-across increase in overall spending despite reductions in OP and ER. CONCLUSIONS: From the 413 patients studied, potential annual savings is higher by early administration of PPIM in patients with NP. Analysis using multivariate linear regression based on generalized estimating equations and sensitivity analysis using a linear mixed model supported the findings.


Subject(s)
Antipsychotic Agents/therapeutic use , Paliperidone Palmitate/therapeutic use , Patient Acceptance of Health Care/statistics & numerical data , Psychotic Disorders/drug therapy , Schizophrenia/drug therapy , Adult , Aged , Antipsychotic Agents/administration & dosage , Antipsychotic Agents/economics , Costs and Cost Analysis , Delayed-Action Preparations , Drug Administration Schedule , Female , Health Expenditures/statistics & numerical data , Health Resources/economics , Health Resources/statistics & numerical data , Hong Kong , Humans , Male , Middle Aged , Paliperidone Palmitate/administration & dosage , Paliperidone Palmitate/economics , Polypharmacy , Retrospective Studies , Young Adult
4.
Lancet Psychiatry ; 5(5): 432-442, 2018 05.
Article in English | MEDLINE | ID: mdl-29551618

ABSTRACT

BACKGROUND: The long-term consequences of discontinuing antipsychotic medication after successful treatment of first-episode psychosis are not well studied. We assess the relation between early maintenance therapy decisions in first-episode psychosis and the subsequent clinical outcome at 10 years. METHODS: This is a 10 year follow-up study, spanning Sept 5, 2003, to Dec 30, 2014, of a randomised, double-blind trial in seven centres in Hong Kong in which 178 patients with first-episode psychosis with full positive symptom resolution after at least 1 year of antipsychotic treatment were given maintenance treatment (n=89; oral quetiapine 400 mg daily) or early treatment discontinuation (n=89; placebo) for 12 months. After the trial, patients received naturalistic treatment. Overall this cohort of patients will have received about 3 years of treatment before entering the follow-up phase of the study: about 2 years of maintenance treatment before study entry and 1 year of treatment in the trial. The primary outcome of this follow-up was the proportion of patients in each group (including those for whom direct follow-up was not available) with good or poor long-term clinical outcomes at 10 years, with poor outcome defined as a composite of persistent psychotic symptoms, a requirement for clozapine treatment, or death by suicide. The randomised trial was registered with ClinicalTrials.gov, number NCT00334035, and the follow-up study was registered with ClinicalTrials.gov, number NCT01926340. FINDINGS: Poor 10 year clinical outcome occurred in 35 (39%) of 89 patients in the discontinuation group and 19 (21%) of 89 patients in the maintenance treatment group (risk ratio 1·84, 95% CI 1·15-2·96; p=0·012). Suicide was the only serious adverse event that occurred in the follow-up phase (four [4%] patients in the early discontinuation group vs two [2%] in the maintenance group). INTERPRETATION: In patients with first-episode psychosis with a full initial response to treatment, medication continuation for at least the first 3 years after starting treatment decreases the risk of relapse and poor long-term clinical outcome. FUNDING: Food and Health Bureau, Research Grants Council of Hong Kong, and AstraZeneca.


Subject(s)
Antipsychotic Agents/therapeutic use , Psychotic Disorders/drug therapy , Schizophrenia/drug therapy , Adult , Clozapine/therapeutic use , Double-Blind Method , Female , Follow-Up Studies , Hong Kong , Humans , Male , Quetiapine Fumarate/therapeutic use , Recurrence , Treatment Outcome , Young Adult
5.
Schizophr Res ; 195: 130-135, 2018 05.
Article in English | MEDLINE | ID: mdl-29070443

ABSTRACT

INTRODUCTION: Although physical activity helps to improve functioning and reduce the symptoms of mental illness, physical inactivity remains common in the mental illness population. This study aims to explore the associations between theoretical constructs in relation to physical activity behavior based on psychological theories to examine reasons for physical inactivity in psychosis population. METHODS: One hundred and eighty one Chinese outpatients diagnosed with psychotic disorders were recruited for this cross-sectional study. Sociodemographic data and responses to questionnaires measuring self-efficacy, decisional balance, processes of change, and stages of change on physical activity habit were collected. RESULTS: Ninety three subjects (51.4%) had the intention to engage in regular physical activity within the next six months. Significant differences were found in self-efficacy, pros of decisional balance and processes of change across the stages of change. Moreover, overall classification accuracy was 60.8% across the stages of change. CONCLUSIONS: This study supports self-efficacy, pros of decisional balance and processes of change as useful factors in understanding physical activity behavior among patients with psychosis. Future promotions of regular physical activity can focus on improving self-efficacy, emphasizing on the benefits of regular physical activity and facilitating cognitive and behavior strategies from processes of change.


Subject(s)
Exercise/physiology , Schizophrenia/physiopathology , Schizophrenic Psychology , Social Behavior , Adolescent , Adult , Cross-Sectional Studies , Decision Making/physiology , Female , Humans , Male , Middle Aged , Self Efficacy , Surveys and Questionnaires , Young Adult
6.
BMJ Open ; 4(3): e003903, 2014 Mar 06.
Article in English | MEDLINE | ID: mdl-24604479

ABSTRACT

OBJECTIVE: To examine the efficiency of the Hong Kong hospitalisation system based on hospitalisation days. DESIGN: Retrospective study. SETTING: Hospitalisation data (2000-2010) for all government-funded hospitals in Hong Kong. POPULATION: Hospitalisation data for the entire Hong Kong population (7.0 million in 2011). METHODS: A decomposition method was used to determine the effects on total hospitalisation days during the period 2000-2010 of the following three factors: (i) hospitalisation rate per person; (ii) the number of visits per patient; and (iii) the mean duration of stay per visit. MAIN OUTCOME MEASURES: The decomposition method provides empirical measures of how the three factors contributed to the change in total hospitalisation days during the period 2000-2010 and identifies the most effective way to contain increases in hospitalisation days. RESULTS: The results of decomposition analysis show that the decrease in mean duration of stay per visit (reducing from 6.83 to 4.58 days) is the most important factor in the reduction in the total number of hospitalisation days, despite increases in total population size (from 6.7 to 7.0 million), the number of individual hospital admissions (from 583 000 to 664 000) and the number of episodes (from 1.2 to 1.4 million) from 2000 to 2010. Hospitalisation days per person decreased from 1.18 in 2000 to 0.93 in 2010. The decline in the mean duration of stay per visit contributed 200.6% to this reduction but was offset by -51.1% due to a slight growth in the number of visits per patient and by -49.4% as a result of changed hospitalisation rates per person. CONCLUSIONS: Better management of the duration of stay of per visit without compromising patient satisfaction levels or the quality of service is the most important factor for controlling increases in health expenditure in Hong Kong.


Subject(s)
Health Care Costs , Hospitalization , Hospitals, Public , Adolescent , Adult , Aged , Child , Child, Preschool , Female , Hong Kong , Humans , Infant , Infant, Newborn , Length of Stay , Male , Middle Aged , Morbidity , Retrospective Studies , Young Adult
7.
Aust N Z J Psychiatry ; 44(1): 71-84, 2010 Jan.
Article in English | MEDLINE | ID: mdl-20073569

ABSTRACT

OBJECTIVE: The Substance Abuse and Mental Health Services Administration (SAMHSA) National Consensus Statement on Mental Health Recovery proposed 10 recovery components as guiding principles for fostering recovery among people with severe mental illness. Although researchers have recognized a close association between patient-oriented recovery and health-related quality of life (HRQOL), the relation between the recovery components and patients' self-reported HRQOL is still unknown. The purpose of the present study was therefore to use structural equation modelling to predict HRQOL of schizophrenia outpatients from the recovery components proposed by SAMHSA. METHODS: The recovery status of 201 outpatients with schizophrenia, schizophreniform, or schizoaffective disorder was measured using 12 variables that indicate the outcome of 10 recovery components. Canonical correlation analysis was applied to screen variables that are highly correlated with HRQOL. Valid variables were then used to build a structural model that predicted individuals' HRQOL as indicated by the World Health Organization Quality of Life Measure Abbreviated (WHOQOL-BREF (HK)). RESULTS: The bestfit model was able to explain 80.7% of the variance in WHOQOL-BREF outcome. The model demonstrated significant direct and indirect effects of five recovery components on HRQOL. The effect of psychosocial symptoms on HRQOL was highest (total beta = -0.64), followed by sense of personal agency (total beta = 0.58), sense of optimism (total beta = 0.54), perceived support (total beta = 0.47), and internal stigma (total beta = -0.42). CONCLUSION: The recovery components proposed by the SAMHSA consensus statement provided a useful framework to explain HRQOL of outpatients with schizophrenia. The present model indicated a moderate to large effect of five major recovery components on HRQOL. It showed that patients' perceptions of support, optimism, and personal agency were influenced by psychosocial symptoms and internal stigma. This empirical study supported the use of recovery principles, such as resilience building or mastery-based intervention to improve the QOL of community dwellers with schizophrenia.


Subject(s)
Health Status , Models, Statistical , Psychometrics/methods , Quality of Life/psychology , Recovery of Function , Schizophrenia , Schizophrenic Psychology , Adolescent , Adult , Asian People/psychology , Female , Humans , Male , Middle Aged , Psychotic Disorders
8.
Qual Life Res ; 19(1): 1-13, 2010 Feb.
Article in English | MEDLINE | ID: mdl-19921548

ABSTRACT

PURPOSE: To test empirically the Substance Abuse and Mental Health Services Administration (SAMHSA) recovery model. METHODS: Two hundred and four attendants aged 18-60, with schizophrenia spectrum disorder, from two participating outpatient clinics were interviewed with a number of inventories, including health-related quality of life measure (WHOQOL-BREF (HK)). Canonical correlation analysis was performed on two sets of variables (SAMHSA recovery components and QoL domain scores). RESULTS: There were significant correlations between most recovery components proposed in the SAMHSA recovery statement and the health-related quality of life measure. Age, duration of untreated psychosis, the degree of social support, the interaction of singlehood and the number of confidants, engagement in competitive careers, and the duration of participation in community support services were all found to be important predictors. CONCLUSIONS: The SAMHSA consensus statement appeared to contain valid concepts for Chinese subjects. It presented new challenges for psychiatric rehabilitation and reminded the policy makers that there is much more psychiatric rehabilitation can achieve beyond symptom control and patient management. It also demonstrated that resolve and the commitment of resources to combat stigma, develop resilience, and foster patient empowerment were very much needed in Hong Kong and perhaps in Asia and elsewhere.


Subject(s)
Models, Psychological , Outpatients/psychology , Patient Compliance/psychology , Quality of Life/psychology , Schizophrenia/rehabilitation , Social Support , Adaptation, Psychological , Adult , Aged , Aged, 80 and over , China , Community Mental Health Services/organization & administration , Female , Humans , Interpersonal Relations , Male , Middle Aged , Outcome Assessment, Health Care , Program Evaluation , Psychiatric Status Rating Scales , Schizophrenic Psychology , Young Adult
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