A Machine Learning-Based Preclinical Osteoporosis Screening Tool (POST): Model Development and Validation Study.

Background: Identifying persons with a high risk of developing osteoporosis and preventing the occurrence of the first fracture is a health care priority. Most existing osteoporosis screening tools have high sensitivity but relatively low specificity. Objective: We aimed to develop an easily accessible and high-performance preclinical risk screening tool for osteoporosis using a machine learning-based method among the Hong Kong Chinese population. Methods: Participants aged 45 years or older were enrolled from 6 clinics in the 3 major districts of Hong Kong. The potential risk factors for osteoporosis were collected through a validated, self-administered questionnaire and then filtered using a machine learning-based method. Bone mineral density was measured with dual-energy x-ray absorptiometry at the clinics; osteoporosis was defined as a t score of -2.5 or lower. We constructed machine learning models, including gradient boosting machines, support vector machines, and naive Bayes, as well as the commonly used logistic regression models, for the prediction of osteoporosis. The best-performing model was chosen as the final tool, named the Preclinical Osteoporosis Screening Tool (POST). Model performance was evaluated by the area under the receiver operating characteristic curve (AUC) and other metrics. Results: Among the 800 participants enrolled in this study, the prevalence of osteoporosis was 10.6% (n=85). The machine learning-based Boruta algorithm identified 15 significantly important predictors from the 113 potential risk factors. Seven variables were further selected based on their accessibility and convenience for daily self-assessment and health care practice, including age, gender, education level, decreased body height, BMI, number of teeth lost, and the intake of vitamin D supplements, to construct the POST. The AUC of the POST was 0.86 and the sensitivity, specificity, and accuracy were all 0.83. The positive predictive value, negative predictive value, and F1-score were 0.41, 0.98, and 0.56, respectively. Conclusions: The machine learning-based POST was conveniently accessible and exhibited accurate discriminative capabilities for the prediction of osteoporosis; it might be useful to guide population-based preclinical screening of osteoporosis and clinical decision-making.

Self-management Behaviors and Associated Factors in Adult Cancer Survivors: An Integrative Review.

BACKGROUND: Despite numerous systematic reviews on self-management interventions for cancer survivors, little is known about survivors' daily self-management practices and the influencing factors. OBJECTIVE: To identify self-management behaviors and related factors among cancer survivors. METHODS: Six databases were searched for primary quantitative, qualitative, and mixed-methods studies on self-management behaviors in cancer survivors that were published in English-language, peer-reviewed journals between 2012 and July 2022. The methodological quality of the included studies was evaluated using the Mixed Methods Appraisal Tool. The data extracted using a predetermined form were analyzed using qualitative content analysis. RESULTS: A total of 22 articles were included in the review; the majority were qualitative research, and half had moderate to high quality of evidence. Nine domains of self-management behaviors were identified, namely, physical activity/exercise, diet, emotional management, complementary and alternative medicine, symptom management, religiosity/spirituality, attending regular follow-ups, adjustment of other lifestyles, and medication management. Four categories of factors were associated with self-management behaviors in cancer survivors: (1) personal factors (demographic and psychological), (2) health status, (3) family factors, and (4) healthcare system. However, the relationships between self-management behaviors and these factors were mainly identified from qualitative studies or addressed in single studies. CONCLUSIONS: Self-management behaviors in cancer survivors are multifaceted. There is an urgent need for quantitative exploration of factors associated with self-management in cancer survivors. IMPLICATIONS FOR PRACTICE: This review provides nurses with a comprehensive basis for designing self-management support interventions for cancer survivors.

Mind-body therapies for sleep disturbance among patients with cancer: A systematic review and meta-analysis.

OBJECTIVES: To assess whether mind-body therapies (MBTs) are effective for relieving sleep disturbance among patients with cancer. DESIGN: Systematic review and meta-analysis of randomized controlled trials (RCTs). METHODS: Seven English electronic databases were searched from the date of inception to September 2022. All RCTs that included adults (≥18 years) who were treated with mindfulness, yoga, qigong, relaxation, and hypnosis were screened. The outcome was subjective and/or objective sleep disturbance.The revised Cochrane tool (RoB 2.0) was applied to evaluate the risk of bias. The RevMan software was applied to assessed each outcome according different control groups and assessment time points. Subgroup analyses were performed according to different categories of MBTs. RESULTS: Sixty-eight RCTs (6339 participants) were identified. After requesting for missing data from corresponding authors of included RCTs, 56 studies (5051 participants) were included in the meta-analysis. The meta-analysis showed a significant immediate effect of mindfulness, yoga, relaxation, and hypnosis on subjective sleep disturbance, compared with usual care or wait list control, and the effect of mindfulness lasted at least 6 months. For objective sleep outcomes, we observed significant immediate effects of yoga on wake after sleep onset and of mindfulness on sleep onset latency and total sleep time. Compared with active control interventions, MBTs had no significant effect on sleep disturbance. CONCLUSIONS: Mindfulness, yoga, relaxation, and hypnosis were effective in sleep disturbance severity reduction among patients with cancer at post-intervention, and the effect of mindfulness lasted at least 6 months. Future MBTs studies should apply both objective and subjective sleep measurement tools.

Self-Acupressure for Symptom Management in Cancer Patients: A Systematic Review.

CONTEXT: Acupressure is a popular nonpharmacological intervention that is increasingly proven to effectively alleviate symptoms in patients with cancer. However, the effects of self-acupressure on cancer symptom management are less clear. OBJECTIVES: This systematic review is the first to summarize the current experimental evidence on self-acupressure for symptom management in cancer patients. METHODS: Eight electronic databases were searched for experimental studies that examined self-acupressure for cancer patients with symptoms and published in peer-reviewed English or Chinese journals. The methodological quality of the included studies was evaluated using the revised Cochrane risk-of-bias assessment tool and the JBI critical appraisal checklist for quasi-experimental studies. Data were extracted as predefined and synthesized narratively. The Template for Intervention Description and Replication checklist was used to report the intervention characteristics. RESULTS: A total of 11 studies were included in this study, six as feasibility or pilot trials. The methodological quality of included studies was suboptimal. Substantial heterogeneity was observed in acupressure training, acupoint selection, intervention duration, dosage, and timing. Self-acupressure was only associated with reduced nausea and vomiting (P = 0.006 and P = 0.001). CONCLUSION: The limited evidence from this review precludes the definitive conclusions on intervention effectiveness for cancer symptoms. Future research should consider developing the standard protocol for intervention delivery, improving the methodology of self-acupressure trials, and conducting large-scale research to advance the science of self-acupressure for cancer symptom management.

Experience of parents in delivering pediatric tuina to children with symptoms of attention deficit hyperactivity disorder during the COVID-19 pandemic: qualitative findings from focus group interviews.

BACKGROUND: Evidence suggests that pediatric tuina, a modality of traditional Chinese medicine (TCM), might have beneficial effects on the symptoms of attention deficit hyperactivity disorder (ADHD), such as overall improvements in concentration, flexibility, mood, sleep quality, and social functioning. This study was conducted to understand the facilitators and barriers in the delivery of pediatric tuina by parents to children with ADHD symptoms. METHODS: This is a focus group interview embedded in a pilot randomized controlled trial on parent-administered pediatric tuina for ADHD in preschool children. Purposive sampling was employed to invite 15 parents who attended our pediatric tuina training program to participate voluntarily in three focus group interviews. The interviews were audio-recorded and transcribed verbatim. The data were analyzed through template analysis. RESULTS: Two themes were identified: (1) facilitators of intervention implementation and (2) barriers to intervention implementation. The theme of the facilitators of intervention implementation included the subthemes of (a) perceived benefits to children and parents, (b) acceptability to children and parents, (c) professional support, and (d) parental expectations of the long-term effects of the intervention. The theme of barriers to intervention implementation included the subthemes of (a) limited benefits for children's inattention symptoms, (b) manipulation management difficulties, and (c) limitations of TCM pattern identification. CONCLUSION: Perceived beneficial effects on the children's sleep quality and appetite and parent-child relationships, as well as timely and professional support, mainly facilitated the implementation of parent-administered pediatric tuina. Slow improvements in the children's inattention symptoms and the possible inaccuracies of online diagnosis were the dominant barriers of the intervention. Parents have high expectations for the provision of long-term professional support during their practice of pediatric tuina. The intervention presented here can be feasibly used by parents.

The Nature and Types of Community Palliative and end-of-Life Care Services: A Content Analysis of Service Provider Websites in Hong Kong.

OBJECTIVE: To analyze the nature and types of community palliative and end-of-life care (PEoLC) services in Hong Kong in order to inform future service development. METHODS: This cross-sectional descriptive study systematically searched the eligible websites of service providers concerning community PEoLC services for patients and their family caregivers using the Hong Kong version of the Google Search engine in August 2021. Search terms included different traditional Chinese translations of palliative care, end-of- lifecare, and hospice care. For the included websites, information regarding the characteristics and types of PEoLC services were extracted and coded using content analysis. RESULTS: Sixteen websites providing community PEoLC services were included in this analysis, which were almost all provided by non-governmental organizations (NGOs). Around half of the service providers targeted the geriatric group and served the population in some major geographic areas and districts only. Ten types of services were identified, including (1) information and advice; (2) psychological support; (3) dying and bereavement care; (4) spiritual support; (5) medical and nursing care; (6) leisure and social well-being activities; (7) support with household and other practical tasks; (8) referral resources; (9) financial support; and (10) caregiving skills training. CONCLUSION: Existing community PEoLC services in Hong Kong are provided mainly by NGOs, with a focus on comprehensive care for patients in some areas and districts but few support services for caregivers. There is a need for continued efforts to optimize the PEoLC services to support patients and caregivers locally.

Parent-administered pediatric tuina for the treatment of attention deficit hyperactivity disorder symptoms: Process evaluation of a pilot randomized controlled trial.

BACKGROUND: A pilot randomized controlled trial (RCT) was conducted in mainland China to examine the feasibility, acceptability, and preliminary effects of parent-administered pediatric tuina on attention deficit hyperactivity disorder (ADHD) symptoms in preschool children. An embedded process evaluation was performed to explore barriers and facilitators in the implementation, identify additional questions, and refine the study design for a future fully powered study. METHODS: The process evaluation comprises the following parts: (a) self-reported questionnaires on parents (n = 43), traditional Chinese medicine (TCM) practitioners (n = 2), outcome assessor (n = 1), and research assistant (n = 1); (b) parent logbook on parent-administered pediatric tuina (n = 32); and (c) focus group interview sessions (n = 15). Accomplishment of the self-report questionnaires was voluntary for all participants and compulsory for research personnel and TCM practitioners. The parent logbook on the intervention was filled out by all participants in the intervention group. Participants of focus group interviews were selected via purposive sampling, and data were analyzed with template analysis. Qualitative findings were summarized in tables, while the mean was calculated to reflect the quantitative findings. RESULTS: Perceived benefits, acceptability of parents and children, and professional support from the research team facilitated the implementation of the intervention. Meanwhile, the TCM pattern identification using online mode may limit the accuracy and lead to parents doubting the precision of the TCM pattern. This limitation was regarded as a major barrier. Parents perceived improvements in terms of children's appetite, sleep quality, and parent-child relationship. Participants were generally satisfied with the settings of parent-administered pediatric tuina and showed satisfactory adherence to the implementation. CONCLUSIONS: Implementation of parent-administered pediatric tuina intervention is feasible and acceptable. The intervention can be refined by improving the TCM pattern identification procedure and adjusting outcome settings in a fully powered study in the future.

Parent-administered pediatric Tuina for attention deficit/hyperactivity disorder symptoms in preschool children: A pilot randomized controlled trial embedded with a process evaluation.

BACKGROUND: Beneficial effects of parent-administered pediatric tuina on ADHD in children have been reported in previous studies, but no rigorously designed randomized controlled trials (RCTs) have been conducted on it. OBJECTIVE: To assess the feasibility and preliminary effects of parent-administered pediatric tuina for ADHD symptoms in preschoolers. METHODS: This project was a two-arm, parallel, open-label, pilot RCT. Sixty-four participants were randomized into two groups at a 1:1 ratio. Parents in the parent-administered tuina group (n = 32) attended an online training program on pediatric tuina for ADHD and conduct this intervention on their children at home. Parents in the parent-child interaction group (n = 32) attended an online training about progressive muscle relaxation exercise and carried out parent-child interactive physical activities with their children at home. Both interventions were carried out every other day during a two-month intervention period, with each manipulation for at least 20 min. Feasibility outcomes included recruitment rate, consent rate, participants' adherence, retention rate, and adverse event. Outcomes were assessed at baseline, week 4, and week 8. The primary outcome measure was the Swanson, Nolan, and Pelham parent scale (SNAP); the secondary outcomes included preschool anxiety scale, children's sleep habits questionnaire, and parental stress scale. A mixed-method process evaluation embedded within the outcome evaluation was performed. RESULTS: The recruitment rate was 12.8 per month. The consent rate was 98.5%. Good adherence was shown from the parent logbook. Four participants withdraw from the study. No severe adverse event was reported. For the SNAP total score, both groups showed improvement with moderate within-group effect size (Cohen's d > 0.5, all p < 0.001) and the between-group effect size was minimal (dppc2< 0.2, p > 0.05). Perceived improvements on children's appetite and sleep quality, and parent-child relationship was observed from the qualitative data. CONCLUSIONS: The study design and the parent-administered pediatric tuina intervention were feasible. Parent-administered pediatric tuina provided beneficial effects on improving core hyperactivity/impulsivity symptoms in preschool children. Parents perceived improvements on children's appetite and sleep quality. Further large-scale are warranted.

Implementing an evidence-based somatic acupressure intervention in breast cancer survivors with the symptom cluster of fatigue, sleep disturbance and depression: study protocol of a phase II randomised controlled trial.

INTRODUCTION: The fatigue-sleep disturbance-depression (FSD) symptom cluster, as one of the most common symptom clusters in breast cancer (BC) survivors, can significantly decrease patients' quality of life. Since the management of the FSD symptom cluster has been unsatisfactory with the use of pharmacological treatments alone, non-pharmacological approaches have, therefore, been recommended. Somatic acupressure (SA) is a promising approach given its potential benefits of cancer-related symptom alleviation and the convenience of self-practice. However, research evidence on using acupressure to manage the FSD symptom cluster has been limited. The proposed trial aims to examine the feasibility and preliminary effects of an evidence-based SA intervention for FSD symptom cluster management in BC survivors. METHODS AND ANALYSIS: This study will be a phase II randomised controlled trial with three study arms and 1:1:1 allocation. Fifty-one early-stage BC survivors who are experiencing the FSD symptom cluster will be randomly assigned to a true SA group, a sham SA group or a usual care group. All participants will receive an education booklet regarding FSD symptom cluster management advice as the usual care package. The participants in the true SA group will additionally receive a 7-week self-administered SA intervention. The participants in the sham SA group will additionally receive self-administered light acupressure at non-acupoints with the same frequency, session and duration as the true SA group. The primary outcomes will be feasibility outcomes related to subject recruitment and completion of study questionnaires and interventions. The secondary outcomes will be the effects of SA on fatigue, sleep disturbance, depression and quality of life. Descriptive statistics will be used to present all the outcomes. The secondary outcomes will be analysed using an intent-to-treat approach. ETHICS AND DISSEMINATION: Ethical approvals of this trial have been granted by the Human Research Ethics Committee at Charles Darwin University (H19017) and the Clinical Trial Ethics Committee at The Affiliated Hospital of Southwest Medical University (KY2019039). Findings from this trial will be published in peer-reviewed journals and presented at professional conferences. TRIAL REGISTRATION NUMBER: This trial was registered at ClinicalTrials.gov and the registration number is NCT04118140, with the stage at Recruiting.

Reliability, validity and acceptability of the traditional Chinese version of the carer support needs assessment tool in Hong Kong palliative care settings.

BACKGROUND: Among the few existing needs assessment tools for family carers, the 14-item Carer Support Needs Assessment Tool (CSNAT) is the only brief and holistic needs screening tool designed for everyday use in palliative care practices. The aim of this study was to evaluate the reliability, validity, and acceptability of the traditional Chinese version of the CSNAT in palliative care settings in Hong Kong. METHODS: This adopted a cross-sectional and correlation design with repeated measures. The participants were 125 family carers of palliative cancer patients and 10 healthcare providers (HCPs) that were recruited from two local hospitals. The evaluation of psychometric properties included the following: (1) content validity through HCPs including frontline physicians, nurses, social workers, and clinical psychologists; (2) construct validity between the CSNAT items and those of the validated tools that measured caregiver burden, social support, and caregiving self-efficacy; and (3) one-week test-retest reliability in a sub-sample of 81 caregivers. The acceptability of the tool was assessed by the carers using several closed-ended questions. RESULTS: The content validity index of the CSNAT at the scale level was 0.98. Each item of the CSNAT was significantly and moderately correlated with caregiver burden (Spearman's r = 0.24 to 0.50) and caregiving self-efficacy (r = - 0.21 to - 0.52), but not for social support. All CSNAT items had fair to moderate test-retest reliability (weighted kappa = 0.21 to 0.48), with the exception of two items "managing your relatives' symptoms, including giving medicines" and "having time for yourself in the day". Regarding the acceptability of the CSNAT, almost all HCPs were willing to use the CSNAT for carer assessment and support. 89.6% of the carers demonstrated a comprehensibility of the CSNAT tool and 92.9% felt comfortable answering the questions. Around 90% of the carers agreed to use the tool for screening, discussing needs, and making referrals. CONCLUSION: The traditional Chinese version of the CSNAT is a tool with high validity and acceptability and adequate reliability that measures family carers' support needs, which should be considered for wide application in local palliative care practices.

A qualitative insight into self-management experience among Chinese breast cancer survivors.

BACKGROUND: With increasing awareness in the chronic nature of cancer, promoting the engagement of breast cancer survivors in self-management has become a priority of cancer care reform initiatives. This study aimed to reveal Chinese breast cancer survivors' views and experiences of self-management in extended survivorship. METHODS: Archived interview transcripts from 19 breast cancer survivors (<5 years since diagnosis) were subjected to a secondary analysis. Each transcript was re-examined through qualitative content analysis. RESULTS: Three categories were established to represent the perceptions of the participants on their self-management tasks related to health and well-being, emotions, and roles and relationships. Managing health and well-being covers modifying lifestyle, taking traditional Chinese medicine, attending regular follow-ups, managing symptoms, and adhering to hormonal therapy. Managing emotions involves maintaining a positive attitude and utilizing supportive resources. Managing roles and relationships comprises adjusting to life as cancer survivors, maintaining marital relationships, and performing familial and other social roles. CONCLUSIONS: Most participants actively participated in various self-management tasks and behaviors that can help improve their health and prevent cancer recurrence. They may exhibit optimal self-management in their emotions and most health aspects but may exert limited efforts in managing their different roles during survivorship.

Coping with breast cancer survivorship in Chinese women: the role of fatalism or fatalistic voluntarism.

BACKGROUND: The existing knowledge on fatalism in the field of cancer has arisen largely from the cancer prevention and screening literature. Little is known about the role of fatalism in cancer survivorship, particularly within Chinese population. OBJECTIVE: This study aimed to explore the role of fatalism in coping with breast cancer survivorship in Chinese women. METHODS: In-depth interviews were conducted on 29 participants selected from those who attended a local cancer self-help organization in China. Interview transcripts were transcribed and analyzed using qualitative content analysis. RESULTS: Although they actively engaged in emotional regulation and self-care management to cope with survivorship, participants believed in fatalism and accepted their inability to change the final outcome of cancer. Such contradictory behavioral and cognitive aspects of coping reported by participants highlighted the role of a complex belief system involving Ming in positively influencing the interpretation of fatalism and the actual coping efforts taken. CONCLUSIONS: Findings suggest that fatalism related to coping in the Chinese context combined 2 elements: fatalistic belief in and acceptance of the way things are as well as the exertion of personal efforts over the situation. As such, it seems more effectively depicted in terms of the emerging concept "fatalistic voluntarism." IMPLICATIONS FOR PRACTICE: When planning intervention for Chinese population, incorporating fatalistic voluntarism as a cognitive belief system in the process of adaptation to survivorship may be more culturally relevant for facilitating their coping behaviors.

Hemodynamic changes due to infiltration of the scalp with epinephrine-containing lidocaine solution: a hypotensive episode before craniotomy.

Epinephrine-containing lidocaine solution is commonly infiltrated on the scalp before craniotomy. But the hemodynamic changes caused by epinephrine-containing lidocaine solution have been less intensely studied. A prospective randomized double blind control study was designed to observe hemodynamic changes caused by epinephrine-containing lidocaine solution in neurosurgical operations under general anesthesia. One hundred twenty patients undergoing scheduled craniotomy were allocated randomly to 4 groups. All the patients received 1% lidocaine 16 mL with different dose (concentration) epinephrine: group 1 with 40 microg (2.5 microg/mL); group 2 with 80 microg (5 microg/mL); group 3 with 160 microg (10 microg/mL); and group 4 (control group) without epinephrine. mean arterial pressure (MAP) and heart rate were recorded at 30-second interval in 5 minutes after the beginning of local infiltration. In group 1, group 2, and group 3, the lowest MAP and the highest MAP during this period also were recorded. Bleeding was assessed after raising the craniotomy flap. Compared with the baseline, significant hemodynamic changes, particularly decrease in MAP with increase in heart rate at 1.5 minutes after the beginning of local infiltration, were observed in group 1, group 2, and group 3 (P<0.001), but not in group 4. The highest MAP increased significantly compared with the baseline in group 3 (P<0.05), but not in group 1 or group 2. Epinephrine-containing lidocaine solution reduced bleeding significantly (P<0.01). Infiltration with epinephrine-containing lidocaine solution elicits temporary but significant hemodynamic changes including hypotension before craniotomy. Commonly clinically used concentrations of epinephrine (2.5 to 10 microg/mL) can reduce the bleeding on the scalp.