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1.
Psychiatr Serv ; 73(5): 592-595, 2022 05.
Article in English | MEDLINE | ID: mdl-34369808

ABSTRACT

Climate change is a major global public mental health crisis that is expected to increase the need for mental health services. Psychiatrists and other mental health care providers must address workforce needs through recruitment, training and education, prevention and intervention, public policy and advocacy, and direct efforts to reduce climate change. This column discusses concrete steps for the psychiatric workforce to take to prepare for growing mental health needs associated with climate change.


Subject(s)
Mental Health Services , Psychiatry , Climate Change , Humans , Mental Health , Psychiatry/education , Workforce
2.
Psychol Trauma ; 12(S1): S96-S97, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32567872

ABSTRACT

Due to stringent but necessary infection control mandates, the COVID-19 pandemic is increasingly resulting in family separation from loved ones admitted to intensive care units (ICUs). Even in normal circumstances, ICU families frequently experience significant psychological dysfunction-including posttraumatic stress disorder and other trauma-related reactions, especially during the end of life period. The COVID pandemic likely will exacerbate these reactions as more and more families are being barred from the ICU. Consequently, ICU families are facing additional barriers in fully understanding the complex medical needs of their loved ones (and hence being able to make informed care decisions on their behalf); establishing rapport and bonding with nurses and other members of the ICU treatment team; and, in the event that a loved one passes, achieving closure. ICU health care providers can take steps to mitigate these outcomes by being mindful of the unique stressors ICU families are currently facing and tailoring their communication and behavior accordingly. (PsycInfo Database Record (c) 2020 APA, all rights reserved).


Subject(s)
Coronavirus Infections/psychology , Critical Care/psychology , Family Separation , Pneumonia, Viral/psychology , Professional-Family Relations , Psychological Trauma/psychology , Stress Disorders, Post-Traumatic/psychology , Adult , COVID-19 , Humans , Intensive Care Units , Mental Health Services , Pandemics , Referral and Consultation
3.
Pacing Clin Electrophysiol ; 42(10): 1294-1301, 2019 10.
Article in English | MEDLINE | ID: mdl-31463949

ABSTRACT

INTRODUCTION: Approximately 44% of patients with implantable cardioverter defibrillators (ICDs) experience some form of shock anxiety, associated with cardiac fear, physical inactivity, and increased morbidity and mortality. The Florida Shock Anxiety Scale (FSAS) was created to measure ICD-specific fears for a more precise target of patient psychologic distress and potential need for intervention. The current paper describes results from a focused literature review of studies using FSAS over the past 15 years, with the aim of summarizing its current reliability and validity, associated outcomes, and potential future directions for its clinical and research implementation. METHODS: In this review, 26 peer-reviewed articles were analyzed and selected from an in-depth literature search of two electronic databases. RESULTS: The reliability and validity of FSAS has been upheld since its initial validation and remain positive. The majority of studies used FSAS as an assessment tool to evaluate a clinical need for psychologic support or psychoeducation. The most frequently reported predictors of FSAS shock anxiety include experience of shock, appropriate and inappropriate, and number of shocks experienced. Common correlates of higher FSAS scores include lower device-related knowledge, lower perceived support from healthcare providers, greater posttraumatic stress disorder symptoms, and negative attitudes about device dependency. Younger age and female gender are also associated with increased shock anxiety. CONCLUSIONS: Since 2006, FSAS has been widely represented as a valid and reliable assessment tool for quantifying device-related anxiety in ICD recipients in diverse populations. Future directions for FSAS should explore its potential role in support of measurement-based care.


Subject(s)
Anxiety/psychology , Defibrillators, Implantable/psychology , Fear/psychology , Psychiatric Status Rating Scales , Stress, Psychological/psychology , Age Factors , Humans , Quality of Life , Risk Factors , Sex Factors , Stress Disorders, Post-Traumatic/psychology
4.
J Pain Symptom Manage ; 58(4): 690-695, 2019 10.
Article in English | MEDLINE | ID: mdl-31247213

ABSTRACT

BACKGROUND: Clinicians play an important role in containing pharmaceutical spending at the patient level, as well as ensuring efficacy and quality outcomes, yet little research has examined how to achieve this goal. MEASURES: Using auditing and feedback (A&F) as part of a Pharmacy and Therapeutics (P&T) Committee, we evaluated our community-based hospice program's prescribing habits for opioids, antipsychotics, and antidepressants and calculated oral pharmaceutical prescription costs per-patient-day. Quality of care was reflected by patient pain scores in electronic medical records. INTERVENTION: Our P&T Committee adopted an A&F approach to monitor and assess provider prescribing habits and cost. An already-existing pain quality improvement program assessed care quality. OUTCOMES: Pain relief either improved or was maintained while medication costs were reduced by over $1.00 per-patient-day from 2010 to 2011. CONCLUSIONS/LESSONS LEARNED: An active, hospice P&T Committee featuring A&F can significantly affect medication costs for a hospice program while maintaining or improving patient outcomes.


Subject(s)
Ambulatory Care/economics , Drug Costs , Hospice Care/economics , Practice Patterns, Physicians'/economics , Quality of Health Care/economics , Analgesics, Opioid/economics , Analgesics, Opioid/therapeutic use , Antidepressive Agents/economics , Antidepressive Agents/therapeutic use , Antipsychotic Agents/economics , Antipsychotic Agents/therapeutic use , Economics, Pharmaceutical , Feedback , Humans , Medical Audit
5.
J Pain Symptom Manage ; 56(6): 957-961, 2018 12.
Article in English | MEDLINE | ID: mdl-30165124

ABSTRACT

BACKGROUND: Validated and reproducible means to systematically improve pain documentation and outcomes in home-based hospice populations are generally lacking. This article describes a novel electronic medical record (EMR)-embedded pain monitoring and management program for home-based hospice patients. MEASURES: Pain relief was measured by patients' self-defined pain within 48 hours of initiating care, recorded on a 0-10 pain scale. INTERVENTION: The Pain Continuous Quality Improvement Program consisted of EMR enhancements, staff engagement and training, and incentivizing techniques. OUTCOMES: The Pain Continuous Quality Improvement Program effectively improved documentation of pain and reduced the prevalence of unresolved problematic pain (e.g., lower average pain score ratings, decrease in patients reporting problematic pain after 48 hours of initiating care). CONCLUSIONS/LESSONS LEARNED: Integrating the upgraded EMR system into routine practice and workflow was critical to facilitating rapid recognition of escalating pain and inadequate pain management as well as allowing improving monitoring of patient outcomes and staff performance.


Subject(s)
Documentation , Pain Management/methods , Quality Improvement , Quality of Health Care , Documentation/methods , Health Personnel/education , Humans , Motivation , Pain
8.
World Psychiatry ; 12(2): 92-8, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23737408

ABSTRACT

The Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) marks the first significant revision of the publication since the DSM-IV in 1994. Changes to the DSM were largely informed by advancements in neuroscience, clinical and public health need, and identified problems with the classification system and criteria put forth in the DSM-IV. Much of the decision-making was also driven by a desire to ensure better alignment with the International Classification of Diseases and its upcoming 11th edition (ICD-11). In this paper, we describe select revisions in the DSM-5, with an emphasis on changes projected to have the greatest clinical impact and those that demonstrate efforts to enhance international compatibility, including integration of cultural context with diagnostic criteria and changes that facilitate DSM-ICD harmonization. It is anticipated that this collaborative spirit between the American Psychiatric Association (APA) and the World Health Organization (WHO) will continue as the DSM-5 is updated further, bringing the field of psychiatry even closer to a singular, cohesive nosology.

11.
Annu Rev Med ; 64: 385-92, 2013.
Article in English | MEDLINE | ID: mdl-23327527

ABSTRACT

Mental disorders represent a significant global burden whose effects are exacerbated by gaps in diagnosis and service provision. A substantial number of individuals seek services not through specialty psychiatric clinics but through primary care. Thus, the interface between psychiatry and the rest of medicine represents an appropriate area of focus in which to improve the detection and treatment of mental disorders. Development of the fifth edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM-5) can play a key role in this process. DSM-5 is expected to include specific revisions in diagnostic criteria, chapter organization, text structure, and classification approach that are designed to improve use of DSM by nonpsychiatrist physicians. Furthermore, revisions to DSM-5 will inform development of the primary care version of DSM-5. The goal is to publish a manual that enhances clinical utility in a manner that is concise and more amenable to use in primary care.


Subject(s)
Diagnostic and Statistical Manual of Mental Disorders , Mental Disorders/diagnosis , Primary Health Care/methods , Psychiatry/methods , Humans
12.
Am J Psychiatry ; 170(1): 59-70, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23111466

ABSTRACT

OBJECTIVE: The DSM-5 Field Trials were designed to obtain precise (standard error,0.1) estimates of the intraclass kappa asa measure of the degree to which two clinicians could independently agree on the presence or absence of selected DSM-5 diagnoses when the same patient was interviewed on separate occasions, in clinical settings, and evaluated with usual clinical interview methods. METHOD: Eleven academic centers in the United States and Canada were selected,and each was assigned several target diagnoses frequently treated in that setting.Consecutive patients visiting a site during the study were screened and stratified on the basis of DSM-IV diagnoses or symptomatic presentations. Patients were randomly assigned to two clinicians for a diagnostic interview; clinicians were blind to any previous diagnosis. All data were entered directly via an Internet-based software system to a secure central server. Detailed research design and statistical methods are presented in an accompanying article. RESULTS: There were a total of 15 adult and eight child/adolescent diagnoses for which adequate sample sizes were obtained to report adequately precise estimates of the intraclass kappa. Overall, five diagnoses were in the very good range(kappa=0.60­0.79), nine in the good range(kappa=0.40­0.59), six in the questionable range (kappa = 0.20­0.39), and three in the unacceptable range (kappa values,0.20). Eight diagnoses had insufficient sample sizes to generate precise kappa estimates at any site. CONCLUSIONS: Most diagnoses adequately tested had good to very good reliability with these representative clinical populations assessed with usual clinical interview methods. Some diagnoses that were revised to encompass a broader spectrum of symptom expression or had a more dimensional approach tested in the good to very good range.


Subject(s)
Cross-Cultural Comparison , Diagnostic and Statistical Manual of Mental Disorders , Mental Disorders/classification , Mental Disorders/diagnosis , Randomized Controlled Trials as Topic/methods , Adolescent , Adult , Anxiety Disorders/classification , Anxiety Disorders/diagnosis , Anxiety Disorders/psychology , Canada , Child , Comorbidity , Depressive Disorder, Major/classification , Depressive Disorder, Major/diagnosis , Depressive Disorder, Major/psychology , Diagnosis, Differential , Humans , Mental Disorders/psychology , Multicenter Studies as Topic/statistics & numerical data , Patient Care Planning , Prognosis , Psychotic Disorders/classification , Psychotic Disorders/diagnosis , Psychotic Disorders/psychology , Randomized Controlled Trials as Topic/statistics & numerical data , Reproducibility of Results , Statistics as Topic , Suicidal Ideation , Suicide/psychology , United States , Suicide Prevention
13.
Am J Psychiatry ; 170(1): 43-58, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23111546

ABSTRACT

OBJECTIVE: This article discusses the design,sampling strategy, implementation,and data analytic processes of the DSM-5 Field Trials. METHOD: The DSM-5 Field Trials were conducted by using a test-retest reliability design with a stratified sampling approach across six adult and four pediatric sites in the United States and one adult site in Canada. A stratified random sampling approach was used to enhance precision in the estimation of the reliability coefficients. A web-based research electronic data capture system was used for simultaneous data collection from patients and clinicians across sites and for centralized data management.Weighted descriptive analyses, intraclass kappa and intraclass correlation coefficients for stratified samples, and receiver operating curves were computed. The DSM-5 Field Trials capitalized on advances since DSM-III and DSM-IV in statistical measures of reliability (i.e., intraclass kappa for stratified samples) and other recently developed measures to determine confidence intervals around kappa estimates. RESULTS: Diagnostic interviews using DSM-5 criteria were conducted by 279 clinicians of varied disciplines who received training comparable to what would be available to any clinician after publication of DSM-5.Overall, 2,246 patients with various diagnoses and levels of comorbidity were enrolled,of which over 86% were seen for two diagnostic interviews. A range of reliability coefficients were observed for the categorical diagnoses and dimensional measures. CONCLUSIONS: Multisite field trials and training comparable to what would be available to any clinician after publication of DSM-5 provided "real-world" testing of DSM-5 proposed diagnoses.


Subject(s)
Cross-Cultural Comparison , Diagnostic and Statistical Manual of Mental Disorders , Randomized Controlled Trials as Topic/methods , Research Design , Sampling Studies , Adolescent , Adult , Canada , Child , Humans , Multicenter Studies as Topic/statistics & numerical data , Psychometrics/statistics & numerical data , Randomized Controlled Trials as Topic/statistics & numerical data , Research Design/statistics & numerical data , Selection Bias , Statistics as Topic , United States
14.
J Psychosom Res ; 71(4): 223-31, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21911099

ABSTRACT

OBJECTIVE: The implantable cardioverter defibrillator (ICD) is used to treat life-threatening ventricular arrhythmias and in the prevention of sudden cardiac death. A significant proportion of ICD patients experience psychological symptoms including anxiety, depression or both, which in turn can impact adjustment to the device. The objective of this systematic review was to assess the prevalence of anxiety and depression or symptoms of anxiety and depression among adults with ICDs. METHODS: Search of MEDLINE®, CINAHL®, PsycINFO®, EMBASE® and Cochrane® for English-language articles published through 2009 that used validated diagnostic interviews to diagnose anxiety or depression or self-report questionnaires to assess symptoms of anxiety or depression in adults with an ICD. RESULTS: Forty-five studies that assessed over 5000 patients were included. Between 11% and 28% of patients had a depressive disorder and 11-26% had an anxiety disorder in 3 small studies (Ns=35-90) that used validated diagnostic interviews. Rates of elevated symptoms of anxiety (8-63%) and depression (5-41%) based on self-report questionnaires ranged widely across studies and times of assessment. Evidence was inconsistent on rates pre- versus post-implantation, rates over time, rates for primary versus secondary prevention, and for shocked versus non-shocked patients. CONCLUSION: Larger studies utilizing structured interviews are needed to determine the prevalence of anxiety and depression among ICD patients and factors that may influence rates of anxiety and depressive disorders. Based on existing data, it may be appropriate to assume a 20% prevalence rate for both depressive and anxiety disorders post-ICD implant, a rate similar to that in other cardiac populations.


Subject(s)
Anxiety Disorders/epidemiology , Anxiety/epidemiology , Arrhythmias, Cardiac/therapy , Defibrillators, Implantable/psychology , Depression/epidemiology , Depressive Disorder/epidemiology , Adult , Anxiety/diagnosis , Anxiety Disorders/diagnosis , Arrhythmias, Cardiac/psychology , Defibrillators, Implantable/statistics & numerical data , Depression/diagnosis , Depressive Disorder/diagnosis , Humans , Prevalence , Quality of Life
15.
J Psychosom Res ; 70(1): 73-97, 2011 Jan.
Article in English | MEDLINE | ID: mdl-21193104

ABSTRACT

OBJECTIVE: Apathy is highly prevalent among neuropsychiatric populations and is associated with greater morbidity and worse functional outcomes. Despite this, it remains understudied and poorly understood, primarily due to lack of consensus definition and clear diagnostic criteria for apathy. Without a gold standard for defining and measuring apathy, the availability of empirically sound measures is imperative. This paper provides a psychometric review of the most commonly used apathy measures and provides recommendations for use and further research. METHODS: Pertinent literature databases were searched to identify all available assessment tools for apathy in adults aged 18 and older. Evidence of the reliability and validity of the scales were examined. Alternate variations of scales (e.g., non-English versions) were also evaluated if the validating articles were written in English. RESULTS: Fifteen apathy scales or subscales were examined. The most psychometrically robust measures for assessing apathy across any disease population appear to be the Apathy Evaluation Scale and the apathy subscale of the Neuropsychiatric Inventory based on the criteria set in this review. For assessment in specific populations, the Dementia Apathy Interview and Rating for patients with Alzheimer's dementia, the Positive and Negative Symptom Scale for schizophrenia populations, and the Frontal System Behavior Scale for patients with frontotemporal deficits are reliable and valid measures. CONCLUSION: Clinicians and researchers have numerous apathy scales for use in broad and disease-specific neuropsychiatric populations. Our understanding of apathy would be advanced by research that helps build a consensus as to the definition and diagnosis of apathy and further refine the psychometric properties of all apathy assessment tools.


Subject(s)
Apathy , Psychiatric Status Rating Scales , Adult , Evaluation Studies as Topic , Humans , Psychometrics , Reproducibility of Results
16.
Virtual Mentor ; 13(12): 873-9, 2011 Dec 01.
Article in English | MEDLINE | ID: mdl-23137425
17.
J Ment Health Policy Econ ; 14(4): 197-200, 2011 Dec.
Article in English | MEDLINE | ID: mdl-22345361

ABSTRACT

BACKGROUND: The Diagnostic and Statistical Manual of Mental Disorders is the compendium of disorder listings and diagnostic criteria used by clinicians in the United States and many other countries. The forthcoming fifth edition of the manual (DSM-5) represents an opportunity to not only update diagnostic information in concert with recent advances in the science and practice of psychiatry, but also to more strongly consider the integration of systematically gathered patient self-assessments of symptom severity. AIMS OF THE STUDY: To present information on planned changes to the DSM diagnostic assessment strategies that incorporate patient-reported data. METHODS: Activities of the DSM-5 work groups and study groups related to patient-reported assessments are summarized. These activities include critical reviews of past research, reviews of assessment instruments, development of assessment strategies incorporating dimensional assessments of patients' clinical symptoms, and testing of proposed strategies. RESULTS: Limitations of the current DSM diagnostic assessment system are discussed. With the current approach to diagnosis used in DSM-IV, clinicians must decide whether a patient meets the diagnostic criteria set forth for a disorder and then diagnose the disorder as present or absent. This categorical approach to the diagnostic threshold constricts the range of clinical information that may be of high importance to treatment planning, prognosis, and monitoring treatment outcomes. Advantages to incorporation of a dimensional assessment strategy are also discussed. A dimensional approach to psychiatric diagnosis provides clinicians with more information, and with standardized dimensional rating scales, can give patient self-reports a greater role in the clinical process. A description of the proposed methods for integrating dimensional assessments into DSM-5 is presented. Initial pilot testing of these changes to DSM indicate that clinicians and patients/patient informants found the dimensional measures to be useful, simple, and relevant to clinical care. DISCUSSION: The introduction of patient-reported symptom assessments as part of the DSM would represent a major change in psychiatric practice, with implications for patient care, mental health policy, and health care funding. The ultimate goal of such a change is to increase patient satisfaction with care and improve treatment outcomes. These goals will be the subject of continuing evaluation after the DSM-5 is published. IMPLICATIONS FOR HEALTH CARE PROVISION AND USE: The use of patient-reported dimensional assessments of symptom severity will aid in more comprehensive and systematized characterizations of baseline clinical status and subsequent changes in clinical status with treatment. IMPLICATIONS FOR HEALTH POLICIES: The use of principles of evidence-based medicine and measurement-based care are likely to increase in the United States as health care reform measures are put into place. The DSM-5 proposals for patient-reported measures can serve as an initial method for gauging the outcomes of treatments. IMPLICATIONS FOR FURTHER RESEARCH: As with previous editions of the DSM, the changes implemented in DSM-5 will continue to be the focus of research efforts after publication. Results from this research will serve as the basis for further refinements in measurement recommendations.


Subject(s)
Diagnostic Self Evaluation , Diagnostic and Statistical Manual of Mental Disorders , Mental Disorders/diagnosis , Adolescent , Adult , Child , Data Collection/methods , Humans , Parents , Psychometrics , United States
18.
Clin Cardiol ; 33(2): 84-8, 2010 Feb.
Article in English | MEDLINE | ID: mdl-20186985

ABSTRACT

BACKGROUND: Cardiovascular patients with reduced cardiovascular output and capacity such as those with congestive heart failure (CHF) have demonstrated cognitive-related dysfunction. The use of cardiac resynchronization therapy (CRT) is considered standard care for CHF patients who do not improve despite optimal medical therapy. Cardiac resynchronization therapy may improve neurocognitive and psychosocial functioning in patients by increasing cardiac output and cerebral perfusion. METHODS: A total of 20 patients were examined before and 3 months after CRT device implantation, via administration of standard neurocognitive and psychosocial testing measures. RESULTS: Significant improvements in neurocognitive measures of attention (Digit Span: t[20] = - 2.695 [55.94+/-9.27-62.31+/-10.05], P = 0.015) and information processing (Digit Symbol: t[20] = - 4.577, P < 0.001; Controlled Oral Word Association Test: t[20] = - 3.338, P = 0.004) were demonstrated. Improvements in cardiac-specific quality of life were also significant (Minnesota Living with Heart Failure Questionnaire: t[16] = 3.544, P = 0.005 [55.17+/-18.23-36.75+/-18.00]; The Left Ventricular Dysfunction Questionnaire: t[16] = 3.544, P = 0.003 [63.43+/-23.35-43.29+/-21.62]). CONCLUSION: These results represent clinically significant, qualitative, and quantitative cognitive functional benefits for patients from a neurocognitive and psychosocial perspective. Results suggest that biventricular pacing improves cardiovascular outcome and psychosocial functioning in patients with CHF. The future investigation of a larger sample would be beneficial in establishing the depth and breadth of this improvement.


Subject(s)
Cardiac Pacing, Artificial , Cognition Disorders/etiology , Cognition , Electric Countershock , Heart Failure/therapy , Ventricular Dysfunction, Left/therapy , Adult , Aged , Attention , Cardiac Output , Cerebrovascular Circulation , Cognition Disorders/physiopathology , Cognition Disorders/therapy , Defibrillators, Implantable , Electric Countershock/instrumentation , Executive Function , Female , Heart Failure/complications , Heart Failure/physiopathology , Heart Failure/psychology , Humans , Male , Middle Aged , Neuropsychological Tests , Pilot Projects , Prospective Studies , Quality of Life , Surveys and Questionnaires , Time Factors , Treatment Outcome , Ventricular Dysfunction, Left/etiology , Ventricular Dysfunction, Left/physiopathology , Ventricular Dysfunction, Left/psychology
19.
Brain Behav Immun ; 24(2): 229-35, 2010 Feb.
Article in English | MEDLINE | ID: mdl-19800964

ABSTRACT

OBJECTIVE: Fibrosis plays an important role in heart failure (HF) and other diseases that occur more frequently with increasing age. Depression is associated with an increased risk of heart failure and other age-related diseases. This study examined the association between depressive symptoms and fibrosis markers in adults aged 65 years and above. METHODS: Fibrosis markers and depressive symptoms were assessed in 870 participants (age=80.9+/-5.9 yrs, 49% women) using a case-control design based on heart failure status (307 HF patients and 563 age- and sex-matched controls, of whom 284 with CVD risk factors (hypertension, diabetes mellitus, or hypercholesterolemia) and 279 controls without these CVD risk factors). Fibrosis markers were procollagen type I (PIP), type I collagen (CITP), and procollagen type III (PIIINP). Inflammation markers included C-reactive protein, white blood cell counts and fibrinogen. Depression was assessed using the Center for Epidemiological Studies-Depression (CES-D) scale using a previously validated cut-off point for depression (CES-D > or = 8). Covariates included demographic and clinical variables. RESULTS: Depression was associated with higher levels of PIP (median=411.0, inter-quartile range (IQR)=324.4-472.7 ng/mL vs. 387.6, IQR=342.0-512.5 ng/mL, p=0.006) and CITP (4.99, IQR=3.53-6.85 vs. 4.53, IQR=3.26-6.22 microg/L, p=0.024), but not PIIIINP (4.07, IQR=2.75-5.54 microg/L vs. 3.58, IQR=2.71-5.01 microg/L, p=0.29) compared to individuals without depression. Inflammation markers were also elevated in depressed participants (CRP, p=0.014; WBC, p=0.075; fibrinogen, p=0.074), but these inflammation markers did not account for the relationship between depression and fibrosis markers. CONCLUSIONS: Depression is associated with elevated fibrosis markers and may therefore adversely affect heart failure and other age-related diseases in which extra-cellular matrix formation plays a pathophysiological role.


Subject(s)
Cardiovascular Diseases/psychology , Depression/psychology , Fibrosis/psychology , Aged , Aged, 80 and over , Biomarkers , C-Reactive Protein/analysis , C-Reactive Protein/metabolism , Cardiovascular Diseases/epidemiology , Collagen Type I/blood , Depression/epidemiology , Electrocardiography , Endomyocardial Fibrosis/epidemiology , Endomyocardial Fibrosis/psychology , Fatigue/psychology , Female , Fibrosis/epidemiology , Health Surveys , Heart Failure/epidemiology , Heart Failure/psychology , Humans , Inflammation Mediators/blood , Male , Multivariate Analysis , Peptide Fragments/blood , Procollagen/blood , Psychiatric Status Rating Scales , Risk Factors , Socioeconomic Factors
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