Functional health status of adults with serious mental illness and diabetes mellitus: A latent profile analysis

Maternal and Child Health, Non-Communicable Diseases and Metabolites

Mothers influence the health and disease trajectories of their children, particularly during the critical developmental windows of fetal and neonatal life reflecting the gestational-fetal and lactational-neonatal phases. As children grow and develop, they are exposed to various stimuli and insults, such as metabolites, that shape their physiology and metabolism to impact their health. Non-communicable diseases, such as diabetes, cardiovascular disease, cancer and mental illness, have high global prevalence and are increasing in incidence. Non-communicable diseases often overlap with maternal and child health. The maternal milieu shapes progeny outcomes, and some diseases, such as gestational diabetes and preeclampsia, have gestational origins. Metabolite aberrations occur from diets and physiological changes. Differential metabolite profiles can predict the onset of non-communicable diseases and therefore inform prevention and/or better treatment. In mothers and children, understanding the metabolite influence on health and disease can provide insights for maintaining maternal physiology and sustaining optimal progeny health over the life course. The role and interplay of metabolites on physiological systems and signaling pathways in shaping health and disease present opportunities for biomarker discovery and identifying novel therapeutic agents, particularly in the context of maternal and child health, and non-communicable diseases.

How to identify clinically significant diabetes distress using the Problem Areas in Diabetes (PAID) scale in adults with diabetes treated in primary or secondary care? Evidence for new cut points based on latent class analyses

INTRODUCTION

The Problem Areas of Diabetes (PAID) questionnaire is a frequently used measure to assess diabetes-distress. The aim of this study was to identify clinically meaningful levels of diabetes-distress, using latent class analyses (LCA), and to determine which groups were at increased risk of elevated diabetes-distress in terms of sex, age, type of diabetes and glycaemic control.

METHODS

Data were derived from four studies (total N=2966, 49% female, age range 18-95 years, 43% type 1 diabetes, diabetes duration range 0-79 years). LCAs were performed to examine possible latent groups in the distribution of answers on the individual PAID items. Demographic and diabetes-related characteristics were added to the model to estimate their effects on latent class membership and receiver operating curves curves to determine cut-offs.

RESULTS

Three levels of diabetes distress were distinguished with defined cut-off scores and labelled as: low, moderate and high diabetes distress. Levels of distress did not associate with distinct clusters of items. Older people were more likely to be part of the low distress class; women and people with high HbA_1c were more likely to be part of the high distress class. Sensitivity and specificity of the commonly used cut-off of 40 for high distress are 0.95 and 0.97, respectively. To distinguish the moderate distress group, cut-off scores of 17 and 39 are optimal with a sensitivity of 0.93 and a specificity of 0.94.

CONCLUSION

Three levels of diabetes-distress can be distinguished: low, moderate and high diabetes distress. Younger people, women and people with poor glycaemic control are at an increased risk for high levels of distress. A cut-off of 40 is satisfactory to detect people with high levels of diabetes-distress; a score of 0-16 indicates low diabetes distress and a score of 17-39 moderate diabetes distress.

Association Between Bipolar Disorder or Schizophrenia and Oral Anticoagulation Use in Danish Adults With Incident or Prevalent Atrial Fibrillation

IMPORTANCE

Individuals with bipolar disorder or schizophrenia have a higher risk of adverse outcomes from cardiovascular diseases. Oral anticoagulation therapy (OAT) for patients with atrial fibrillation (AF) is needed for stroke prevention, but whether patients with bipolar disorder or schizophrenia face disparities in receiving this therapy is unknown.

OBJECTIVE

To assess whether bipolar disorder or schizophrenia is associated with a lower rate of OAT initiation in patients with incident AF and lower prevalence of OAT in those with prevalent AF.

DESIGN, SETTING, AND PARTICIPANTS

A nationwide cohort study of Danish patients with AF was conducted from January 1, 2005, to December 31, 2016, and data were analyzed from January 1 to June 15, 2020. Data from national registries included information on all redeemed prescriptions and all hospital contacts of all patients with incident or prevalent AF (age, 18-100 years) and increased risk status, defined by a CHA2DS2-VASc (congestive heart failure, hypertension, age ≥75 years, diabetes, stroke or transient ischemic attack, vascular disease, age 65-74 years, sex category) risk score greater than or equal to 2.

EXPOSURES

Hospital diagnosis of bipolar disorder or schizophrenia.

MAIN OUTCOMES AND MEASURES

Adjusted proportion differences for OAT initiation and OAT prevalence, comparing individuals with and without bipolar disorder or schizophrenia.

RESULTS

Patients included with incident AF (n = 147 810) had a mean (SD) age of 76.9 (10.1) years, 78 577 (53.2%) were women, 1208 (0.8%) had bipolar disorder, and 572 (0.4%) had schizophrenia. Accounting for age, sex, and calendar time, bipolar disorder and schizophrenia were associated with significantly lower frequency of OAT initiation within 90 days after incident AF (bipolar disorder: -12.7%; 95% CI, -15.3% to -10.0%; schizophrenia: -24.5%; 95% CI, -28.3% to -20.7%) and lower OAT prevalence in patients with prevalent AF (bipolar disorder: -11.6%; 95% CI, -13.9% to -9.3% schizophrenia: -21.6%; 95% CI, -24.8% to -18.4%). Adjusting for socioeconomic factors and other comorbid conditions attenuated these associations, particularly for patients with bipolar disorder. However, schizophrenia continued to be associated with a with a lower rate of OAT initiation (-15.5%, 95% CI, -19.3% to -11.7%) and a -12.8% (95% CI, -15.9% to -9.7%) lower OAT prevalence. These associations were also present after the introduction of non-vitamin K antagonists (adjusted proportion difference in 2013-2016: -12.4%; 95% CI, -18.7% to -6.1% for initiation and -10.1%; 95% CI, -13.8% to -6.4% for prevalence).

CONCLUSIONS AND RELEVANCE

In this study, patients with bipolar disorder or schizophrenia were less likely to receive OAT in the setting of AF. For patients with bipolar disorder, this deficit was largely associated with socioeconomic factors and comorbidities, especially toward the end of the study period. For patients with schizophrenia, disparities in this stroke prevention therapy persistently exceeded what could be explained by other patient characteristics.

CA-PROM: Validation of a general patient-reported outcomes measure for Chinese patients with cancer

BACKGROUND

Based the important role of patient-reported outcome in measuring patients' QoL, a general PRO instrument was designed for Chinese patients with cancer.

METHODS

The instrument was administered in eight hospitals. Based on PRO guidelines, a conceptual framework and item pool were generated after literature review and patients' interviews. Via two-item selection process, the original version of a cancer PRO measure (CA-PROM) was generated. Patients' responsiveness was evaluated in four disease systems by item response theory. The reliability, validity, and feasibility of CA-PROM were assessed. The minimum clinically important differences (MCIDs) and risk thresholds of PRO were calculated.

RESULTS

A total of 2213 valid questionnaires were collected. After expert opinions and cognitive tests, 11 items were deleted. In the pre-survey and formal survey, 19 items were deleted based on six methods of classical test theory. In the respiratory, digestive, hematological, and endocrine systems, four items with poor responsiveness were deleted by item response theory. The final CA-PROM included four domains, 13 subdomains, and 49 items. Reliability coefficients of 13 subdomain was > 0.7. The framework of CA-PROM met required criteria by CFA and OBID. The average response time was 14.2 min, indicating feasibility of CA-PROM. The MCIDs were 5.63, 3.42, 4.16 in the physiological, psychological, social domain, respectively. The risk thresholds of PRO for six subdomains were 71.74, 71.28, 66.29, 65.16, 59.56, 66.60, in that order.

CONCLUSION

The developed CA-PROM exhibited good reliability, validity, and feasibility, and can be used as an effective evaluation tool in cancer patients.