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1.
BMC Palliat Care ; 22(1): 3, 2023 Jan 06.
Article in English | MEDLINE | ID: mdl-36609364

ABSTRACT

BACKGROUND: Pneumonia in cancer patients is often problematic in order to decide whether to admit and administer antibiotics or pursue a comfort care pathway that may avoid in-hospital death. We aimed to identify factors which are easily assessed at admission in Thailand's healthcare context that could serve as prognostic factors for in-hospital death. METHODS: Regression analysis was utilized to identify the prognostic factors from clinical factors collected at admission. The primary outcome was in-hospital death. Data was collected from the electronic medical records of Chiang Mai University Hospital, Thailand, from 2016 to 2017. Data on adult cancer patients admitted due to pneumonia were reviewed. RESULTS: In total, 245 patients were included, and 146 (59.6%) were male. The median age of the patients was 66 years (IQR: 57-75). A total of 72 (29.4%) patients died during admission. From multivariate logistic regression, prognostic factors for in-hospital death included: Palliative Performance Scale (PPS) ≤ 30 (OR: 8.47, 95% CI: 3.47-20.66), Palliative Performance Scale 40-50% (OR: 2.79, 95% CI: 1.34-5.81), percentage of lymphocytes ≤ 8.0% (OR: 2.10, 95% CI: 1.08-4.08), and pulse oximetry ≤ 90% (OR: 2.01, 95% CI: 1.04-3.87). CONCLUSION: The in-hospital death rate of cancer patients admitted with pneumonia was approximately 30%. The PPS of 10-30%, PPS of 40-50%, percentage of lymphocytes ≤ 8%, and oxygen saturation < 90% could serve as prognostic factors for in-hospital death. Further prospective studies are needed to investigate the usefulness of these factors.


Subject(s)
Neoplasms , Pneumonia , Adult , Humans , Male , Middle Aged , Aged , Female , Retrospective Studies , Tertiary Care Centers , Hospital Mortality , Prognosis , Pneumonia/complications , Neoplasms/complications
2.
Front Artif Intell ; 5: 942248, 2022.
Article in English | MEDLINE | ID: mdl-36277167

ABSTRACT

Data from 255 Thais with chronic pain were collected at Chiang Mai Medical School Hospital. After the patients self-rated their level of pain, a smartphone camera was used to capture faces for 10 s at a one-meter distance. For those unable to self-rate, a video recording was taken immediately after the move that causes the pain. The trained assistant rated each video clip for the pain assessment in advanced dementia (PAINAD). The pain was classified into three levels: mild, moderate, and severe. OpenFace© was used to convert the video clips into 18 facial action units (FAUs). Five classification models were used, including logistic regression, multilayer perception, naïve Bayes, decision tree, k-nearest neighbors (KNN), and support vector machine (SVM). Out of the models that only used FAU described in the literature (FAU 4, 6, 7, 9, 10, 25, 26, 27, and 45), multilayer perception is the most accurate, at 50%. The SVM model using FAU 1, 2, 4, 7, 9, 10, 12, 20, 25, and 45, and gender had the best accuracy of 58% among the machine learning selection features. Our open-source experiment for automatically analyzing video clips for FAUs is not robust for classifying pain in the elderly. The consensus method to transform facial recognition algorithm values comparable to the human ratings, and international good practice for reciprocal sharing of data may improve the accuracy and feasibility of the machine learning's facial pain rater.

4.
Compr Psychoneuroendocrinol ; 11: 100137, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35757176

ABSTRACT

Background: The previous metanalysis found that Mind-body intervention (MBI) improves neuropsychologic well-being and may increase brain-derived growth factor (BDNF). BDNF is a neurotrophic factor related to neuroplasticity. Objective: To evaluate the effect of the short intensive MBI compared to control-relaxation on Site on BDNF and examine if this change is related to mitochondria function or stress-related neurohormonal activity. Methods: Randomized, controlled, two-period cross-over trial conducted in a medical center in Thailand. Healthy-meditation naive Nurse and Occupational Therapy Students, 23 assigned randomly to MBI, and 24 relaxations at the site for 8 h during the weekend. The wash-out period was three months between the two periods. All volunteers took the blood test for BDNF, mitochondrial oxidative phosphorylation (OXPHOS), Cortisol, and Heart rate variability (HRV) measurement before and Visual Analogue Scale for Anxiety (VAS-A), forward and backward digit span after each period. Results: A total of 40 participants finished the trials. The cross over trial analysis showed a significant treatment effect between MBI and Relaxation on-site for the mean VAS-A as 9.89 (95% CI 4.81 to 19.47; P = 0.001), serum BDNF as 1.24 (95% CI 0.16 to 2.32; P = 0.04), and OXPHOS complex-1 was decreased 0.41 (95% CI 0.03-0.29 p = 0.03). There were no significant differences for digit span, cortisol, and HRV. Conclusion: In healthy meditation naïve females, even a short period of MBI may increase serum BDNF and reduce anxiety more than relaxation on-site. The more reduction of OXPHOS complex-1 in the mindfulness group suggests oxidative stress may be a more sensitive indicator than stress-related neurohormonal activity.

5.
Front Psychol ; 11: 2209, 2020.
Article in English | MEDLINE | ID: mdl-33041891

ABSTRACT

Background: This systematic review aims to answer three questions. First, how much do mindfulness-based interventions (MBIs) affect peripheral brain-derived neurotrophic factor (BDNF)? Second, do mindfulness exercise-based interventions (exercise-MBIs) and mindfulness meditation-based interventions (meditation-MBIs) affect peripheral BDNF differently? Third, does the age of participants and the accumulative hours of MBI practice affect peripheral BDNF? Methods: We included randomized controlled trials comparing MBI and no intervention in adults (age >18 years) who reported peripheral BDNF. Database searches included PubMed, CINAHL, CENTRAL, PsyInfo, and Scopus. Two reviewers independently selected the studies and assessed the trial quality. We used the standardized mean difference (SMD) as the effect size index and conducted moderator analyses. Results: Eleven studies are included in this systematic review. Five studies applying exercise-MBI and three studies applying meditation-MBI are included in the meta-analysis (N = 479). The pooled effect size shows a significantly greater increase of peripheral BDNF in MBI groups compared to the control groups (k = 8, N = 479, SMD = 0.72, 95% CI 0.31-1.14, I 2= 78%). Significantly more increases of BDNF in the MBI groups are found in both subgroups of exercise-MBI and meditation-MBI. The effect sizes of both subgroups are not significantly different between subgroups (χ2 = 0.02, p = 0.88). We find no significant correlation between the effect sizes and the age of participants (r = -0.0095, p = 0.45) or accumulative hours of MBI practice (r = 0.0021, p = 0.57). Conclusion: The heterogeneous data of this small sample-size meta-analysis suggests that MBI can increase peripheral BDNF. Either exercise-MBI or meditation-MBI can increase peripheral BDNF.

6.
Am J Hosp Palliat Care ; 37(1): 46-51, 2020 Jan.
Article in English | MEDLINE | ID: mdl-31088125

ABSTRACT

BACKGROUND: Spinocerebellar ataxia type 1 (SCA1) is an autosomal dominant progressive neurodegenerative disease. Few studies have been conducted regarding advance care planning in this population. OBJECTIVE: This study explores advance care planning preferences of patients with SCA1 and their association with disease progression and quality of life. METHODS: The study examined 12 Thai patients with SCA1 from 2 families living in Thailand. The advance care plan followed a Gold Standards Framework. The 12 patients were interviewed and recorded in video. The research team evaluated neurocognitive functions as measured by the following tests; Scale for the Assessment and Rating of Ataxia (SARA), Berg Balance Score, Mini-Mental Status Examination, and Digit Span and Category Fluency. The quality of life was measured by a Short-Form Health Survey-36 (SF-36). RESULTS: Seven of 12 patients with SCA1 rated communication ability as most important for their quality of life. Patients identified becoming a burden on their family members and ventilator dependence as the most undesirable situations. Half of the patients preferred a hospital as their last place of care. Comparing patients prefer hospital to home has significantly high median SARA (23 vs 11.5; P = .03) and low SF-36 (41.4 vs 72.4; P = .02). CONCLUSIONS: Those patients preferring a hospital for end-of-life care exhibited more physical disability and lower quality of life than those who preferred home care. Making assisted living health-care services in the home more readily available and affordable may alleviate concerns of patients facing more severe physical challenges.


Subject(s)
Advance Care Planning/organization & administration , Quality of Life , Spinocerebellar Ataxias/physiopathology , Spinocerebellar Ataxias/psychology , Terminal Care/organization & administration , Adult , Aged , Communication , Cross-Sectional Studies , Disease Progression , Family/psychology , Female , Hospitalization/statistics & numerical data , Humans , Male , Mental Status and Dementia Tests , Middle Aged , Postural Balance/physiology , Respiration, Artificial/psychology , Thailand
7.
Parkinsons Dis ; 2018: 7657191, 2018.
Article in English | MEDLINE | ID: mdl-29535855

ABSTRACT

BACKGROUND: Previous studies have shown that Parkinson's disease (PD) patients who have REM behavior disorder (PD with RBD) might be a PD subtype since they have different symptom clusters and disease trajectories from PD without RBD. OBJECTIVE: To study the prevalence of PD with pRBD and to compare the clinical characteristics with PD without pRBD. The feasibility of clinical interview of items adopted from the Mayo Sleep Questionnaire was also to be determined. METHODS: A total of 140 Parkinson's patients visiting neurological clinics during January to December 2016 were enrolled in this study. "Probable RBD (pRBD)" was defined as present when the patient answered "yes" to a question adapted from the first Mayo Sleep Questionnaire (MSQ). The demographic data, motor symptoms, and nonmotor symptoms were obtained. RESULTS: The prevalence of pRBD among this study's PD patients was 48.5% (68 out of the total of 140). The median onset of RBD before PD diagnosis was 5 years (range: 0-11 years). By comparison of PD with pRBD and PD without pRBD, this study showed significant difference in the levodopa equivalent dose (742 mg/day versus 566 mg/day; p < 0.01), prevalence of symptomatic orthostatic hypotension (35.3% versus 8.3%; p < 0.01). The multivariable analysis found that pRBD is independently associated with orthostatic hypotension (OR = 5.02, p < 0.01). Conclusion. The findings regarding prevalence and main clinical features of PD with pRBD in this study were similar to those of a previous study of PD with polysomnogram- (PSG-) proven RBD. This study hypothesized that interviewing by adopted MSQ may be a cost-effective tool for screening RBD. Further studies with direct comparison are needed.

8.
Clin Epidemiol ; 6: 277-86, 2014.
Article in English | MEDLINE | ID: mdl-25143754

ABSTRACT

BACKGROUND: Urbanization is considered to be one of the key drivers of noncommunicable diseases (NCDs) in Thailand and other developing countries. These influences, in turn, may affect an individual's behavior and risk of developing NCDs. The Chiang Mai University (CMU) Health Worker Study aims to provide evidence for a better understanding of the development of NCDs and ultimately to apply the evidence toward better prevention, risk modification, and improvement of clinical care for patients with NCDs and NCD-related conditions. METHODS: A cross-sectional survey of health care workers from CMU Hospital was conducted between January 2013 and June 2013. Questionnaires, interviews, and physical and laboratory examinations were used to assess urban exposure, occupational shift work, risk factors for NCDs, self-reported NCDs, and other NCD-related health conditions. RESULTS: From 5,364 eligible workers, 3,204 participated (59.7%). About 11.1% of the participants had high blood pressure (systolic blood pressure ≥140 mmHg or diastolic blood pressure ≥90 mmHg) and almost 30% were considered to be obese (body mass index ≥25 kg/m(2)). A total of 2.3% had a high fasting blood glucose level (≥126 mg/dL), and the most common abnormal lipid profile was high low-density lipoprotein (≥160 mg/dL), which was found in 19.2% of participants. DISCUSSION: The study of health workers offers three potential advantages. The first is that the study of migrants was possible. Socioenvironmental influence on NCD risk factors can be explored, as changes in environmental exposures can be documented. Second, it allows the investigators to control for access to care. Access to care is potentially a key confounder toward understanding the development of NCDs. Lastly, a study of health personnel allows easy access to laboratory investigations and potential for long-term follow-up. This enables ascertainment of a number of clinical outcomes and provides potential for future studies focusing on therapeutic and prognostic issues related to NCDs.

9.
J Pain Symptom Manage ; 45(5): 885-91, 2013 May.
Article in English | MEDLINE | ID: mdl-22940561

ABSTRACT

CONTEXT: Benzodiazepines (BZDs) are commonly prescribed for relief of dyspnea in palliative care, yet few data describe their efficacy. OBJECTIVES: To describe the management of moderate-to-severe dyspnea in palliative care patients. METHODS: Chart review of inpatients with moderate or severe dyspnea on initial evaluation by a palliative care service. We recorded dyspnea scores at follow-up (24 hours later) and use of BZDs and opioids. RESULTS: The records of 115 patients were reviewed. The mean age of patients was 64 years and primary diagnoses included cancer (64%, n=73), heart failure (8%, n=9), and chronic obstructive pulmonary disease (5%, n=6). At initial assessment, 73% (n=84) of the patients had moderate and 27% (n=31) had severe dyspnea. At follow-up, 74% (n=85) of patients reported an improvement in their dyspnea, of which 42% (n=36) had received opioids alone, 37% (n=31) had BZDs concurrent with opioids, 2% (n=2) had BZDs alone, and 19% (n=16) had received neither opioids nor BZDs. Logistic regression analysis identified that patients who received BZDs and opioids had increased odds of improved dyspnea (odds ratio 5.5, 95% CI 1.4, 21.3) compared with those receiving no medications. CONCLUSION: Most patients reported improvement in dyspnea at 24 hours after palliative care service consultation. Consistent with existing evidence, most patients with dyspnea received opioids but only the combination of opioids and BZDs was independently associated with improvement in dyspnea. Further research on the role of BZDs alone and in combination with opioids may lead to better treatments for this distressing symptom.


Subject(s)
Analgesics, Opioid/therapeutic use , Benzodiazepines/therapeutic use , Dyspnea/drug therapy , Dyspnea/epidemiology , Hospitalization/statistics & numerical data , Palliative Care/statistics & numerical data , Aged , Dyspnea/diagnosis , Female , Humans , Hypnotics and Sedatives/therapeutic use , Male , Middle Aged , Prevalence , Risk Assessment , Severity of Illness Index , Treatment Outcome
10.
J Med Assoc Thai ; 95(8): 1105-13, 2012 Aug.
Article in English | MEDLINE | ID: mdl-23061317

ABSTRACT

BACKGROUND: The Assessment Chronic Illness Care (ACIC), developed in the United States, is a quality-improvement tool used to help organization evaluate the strengths and weaknesses of their delivery of care for chronic illness in six areas, community linkages, self-management support, decision support, delivery system design, information systems, and organization of care. These areas of care are influenced by the Chronic Care Model. The questionnaire scale ranges from 0 to 11. OBJECTIVE: Translate in Thai language and validate the ACIC as a practical tool to measure the quality of chronic illness care in Thailand. MATERIAL AND METHOD: In a cross-sectional study, the content validity was examined by public health experts. The original ACIC was translated into Thai with permission from The MacColl Institute for Healthcare Innovation at Group Health's Center for Health Studies. The translation process followed the World Health Organization (WHO) process of translation and adaptation of instruments, including forward translation, expert panel and synthesis of the translation, back translation, pre-testing, and cognitive interviewing. The pre-testing was done by distributing the questionnaire to a sample of 12 organizations with cognitive interviewing, followed by revision and finalization of the questionnaire. The reliability and validity of the translated version was then examined by distributing the questionnaire to 172 organizations (84 district hospitals and 88 community health center primary care units within the upper northern part of Thailand)focusing on care of cerebrovascular disease. RESULTS: The response rate was approximately 70% or 120 organizations. The results from these organizations 'self-assessment showed that the Thai version of ACIC achieved good levels of reliability and validity, with the range of Cronbach's alpha coefficients being 0.846 to 0.972 in each aspect of ACIC. However ACIC inablility to detect statistical significant difference in score for each dimension though the self-management support and decision support are the two relatively low score rating. CONCLUSION: The Thai translation of the ACIC can be used as an organization self-assessment instrument to evaluate the quality of chronic care in Thailand Further explanatory research of association between ACIC assessment and organization change as well as clinical outcomes is needed.


Subject(s)
Chronic Disease/therapy , Outcome and Process Assessment, Health Care , Cross-Sectional Studies , Humans , Language Arts , Quality of Health Care , Reproducibility of Results , Thailand
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