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1.
Pulm Ther ; 2024 Sep 09.
Artigo em Inglês | MEDLINE | ID: mdl-39249675

RESUMO

Chronic obstructive pulmonary disease (COPD) and cardiovascular disease (CVD) have a syndemic relationship with shared risk factors and complex interplay between genetic, environmental, socioeconomic, and pathophysiological mechanisms. CVD is among the most common comorbidities in patients with COPD and vice versa. Patients with COPD, irrespective of their disease severity, are at increased risk of CVD morbidity and mortality, driven in part by COPD exacerbations. Despite these known interrelationships, CVD is underestimated and undertreated in patients with COPD. Similarly, COPD is an independent risk-enhancing factor for adverse cardiovascular (CV) events, yet it is not incorporated into current CV risk assessment tools, leading to under-recognition and undertreatment. There is a pressing need for systems change in COPD management to move beyond symptom control towards a comprehensive cardiopulmonary disease paradigm with proactive prevention of exacerbations and adverse cardiopulmonary outcomes and mortality. However, there is a dearth of evidence defining optimal cardiopulmonary care pathways. Fortunately, there is a precedent to support systems-level change in the field of diabetes, which evolved from glycemic control to comprehensive multi-organ risk assessment and management. Key elements included integrated multidisciplinary care, intensive risk factor management, coordination between primary and specialist care, care pathways and protocols, education and self management, and disease-modifying therapies. This commentary article draws parallels between the cardiometabolic and cardiopulmonary paradigms and makes a case for systems change towards multidisciplinary, integrated cardiopulmonary care, using the evolution in diabetes care as a potential framework.

2.
Int J Chron Obstruct Pulmon Dis ; 19: 2051-2062, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39318837

RESUMO

Background: In Canada, COPD represents a significant burden to the patient and health system, as it is often under or misdiagnosed and sub-optimally treated. Cardiovascular disease (CVD) is a common co-morbidity in COPD and there is significant interplay between these two chronic conditions. Across all stages of COPD disease severity, deaths can be attributed not only to respiratory causes but also to cardiovascular-related factors. The established links between COPD and CVD suggest the need for a greater degree of collaboration between respirologists and cardiologists. This modified Delphi consensus was initiated to consider how optimal COPD care can be delivered within Canada, with specific consideration of reducing cardiopulmonary risk and outcomes in COPD patients. Methods: A steering group with interest in the management of COPD and CVD from primary care, cardiology, and respirology identified 40 statements formed from four key themes. A 4-point Likert scale questionnaire was sent to healthcare professionals working in COPD across Canada by an independent third party to assess agreement (consensus) with these statements. Consensus was defined as high if ≥75% and very high if ≥90% of respondents agreed with a statement. Results: A total of 100 responses were received from respirologists (n=30), cardiologists (n=30), and primary care physicians (n=40). Consensus was very strong (≥90%) in 28 (70%) statements, strong (≥75 and <90%) in 7 (17.5%) statements and was not achieved (<75%) in 5 (12.5%) of statements. Conclusion: Based on the consensus scores, 9 key recommendations were proposed by the steering group. These focus on the need to comprehensively risk stratify and manage COPD patients to help prevent exacerbations. Consensus within this study provides a call to action for the expeditious implementation of the latest COPD guidelines from the Canadian Thoracic Society.


Assuntos
Doenças Cardiovasculares , Consenso , Técnica Delphi , Doença Pulmonar Obstrutiva Crônica , Humanos , Doença Pulmonar Obstrutiva Crônica/diagnóstico , Doença Pulmonar Obstrutiva Crônica/terapia , Doença Pulmonar Obstrutiva Crônica/epidemiologia , Doença Pulmonar Obstrutiva Crônica/fisiopatologia , Medição de Risco , Canadá/epidemiologia , Doenças Cardiovasculares/prevenção & controle , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/diagnóstico , Doenças Cardiovasculares/terapia , Cardiologistas/normas , Fatores de Risco de Doenças Cardíacas , Pulmão/fisiopatologia , Pneumologia/normas , Comorbidade , Equipe de Assistência ao Paciente/normas , Pneumologistas , Comunicação Interdisciplinar , Fatores de Risco , Comportamento Cooperativo , Prognóstico , Valor Preditivo dos Testes
4.
ArXiv ; 2024 Jul 23.
Artigo em Inglês | MEDLINE | ID: mdl-39108288

RESUMO

Higher-order properties of functional magnetic resonance imaging (fMRI) induced connectivity have been shown to unravel many exclusive topological and dynamical insights beyond pairwise interactions. Nonetheless, whether these fMRI-induced higher-order properties play a role in disentangling other neuroimaging modalities' insights remains largely unexplored and poorly understood. In this work, by analyzing fMRI data from the Human Connectome Project Young Adult dataset using persistent homology, we discovered that the volume-optimal persistence homological scaffolds of fMRI-based functional connectomes exhibited conservative topological reconfigurations from the resting state to attentional task-positive state. Specifically, while reflecting the extent to which each cortical region contributed to functional cycles following different cognitive demands, these reconfigurations were constrained such that the spatial distribution of cavities in the connectome is relatively conserved. Most importantly, such level of contributions covaried with powers of aperiodic activities mostly within the theta-alpha (4-12 Hz) band measured by magnetoencephalography (MEG). This comprehensive result suggests that fMRI-induced hemodynamics and MEG theta-alpha aperiodic activities are governed by the same functional constraints specific to each cortical morpho-structure. Methodologically, our work paves the way toward an innovative computing paradigm in multimodal neuroimaging topological learning. The code for our analyses is provided in https://github.com/ngcaonghi/scaffold_noise.

5.
Front Med (Lausanne) ; 11: 1416163, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39165372

RESUMO

Chronic obstructive pulmonary disease (COPD) is a highly prevalent yet under-recognized and sub-optimally managed disease that is associated with substantial morbidity and mortality. Primary care providers (PCPs) are at the frontlines of COPD management, and they play a critical role across the full spectrum of the COPD patient journey from initial recognition and diagnosis to treatment optimization and referral to specialty care. The Canadian Thoracic Society (CTS) recently updated their guideline on pharmacotherapy in patients with stable COPD, and there are several key changes that have a direct impact on COPD management in the primary care setting. Notably, it is the first guideline to formally make recommendations on mortality reduction in COPD, which elevates this disease to the same league as other chronic diseases that are commonly managed in primary care and where optimized pharmacotherapy can reduce all-cause mortality. It also recommends earlier and more aggressive initial maintenance inhaler therapy across all severities of COPD, and preferentially favors the use of single inhaler therapies over multiple inhaler regimens. This review summarizes some of the key guideline changes and offers practical tips on how to implement the new recommendations in primary care. It also addresses other barriers to optimal COPD management in the primary care setting that are not addressed by the guideline update and suggests strategies on how they could be overcome.

6.
ArXiv ; 2024 Jul 23.
Artigo em Inglês | MEDLINE | ID: mdl-38979488

RESUMO

In systems and network neuroscience, many common practices in brain connectomic analysis are often not properly scrutinized. One such practice is mapping a predetermined set of sub-circuits, like functional networks (FNs), onto subjects' functional connectomes (FCs) without adequately assessing the information-theoretic appropriateness of the partition. Another practice that goes unchallenged is thresholding weighted FCs to remove spurious connections without justifying the chosen threshold. This paper leverages recent theoretical advances in Stochastic Block Models (SBMs) to formally define and quantify the information-theoretic fitness (e.g., prominence) of a predetermined set of FNs when mapped to individual FCs under different fMRI task conditions. Our framework allows for evaluating any combination of FC granularity, FN partition, and thresholding strategy, thereby optimizing these choices to preserve important topological features of the human brain connectomes. By applying to the Human Connectome Project with Schaefer parcellations at multiple levels of granularity, the framework showed that the common thresholding value of 0.25 was indeed information-theoretically valid for group-average FCs despite its previous lack of justification. Our results pave the way for the proper use of FNs and thresholding methods and provide insights for future research in individualized parcellations.

7.
Can Fam Physician ; 70(6): 381-387, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38886092

RESUMO

OBJECTIVE: To provide family physicians with prescribing and diagnostic strategies that can reduce carbon emissions associated with inhalers. SOURCES OF INFORMATION: This review is based on the authors' experience developing the climate-conscious inhaler prescribing playbooks and courses for CASCADES (Creating a Sustainable Canadian Health System in a Climate Crisis). The approach was refined through patient and provider feedback since the first playbook was published in 2021. PubMed was also searched for relevant publications on inhaler use, asthma management, and chronic obstructive pulmonary disease (COPD) management. Current asthma and COPD guidelines were also reviewed. MAIN MESSAGE: There is growing acknowledgment of the substantial impact that inhalers have on climate emissions generated by the health sector. Recent surveys indicate that most Canadian patients care about climate change and would be willing to opt for less carbon-intensive treatment and care delivery options where available. Beyond inhaler choice, there are many opportunities to address the climate impacts of respiratory care and enhance quality of care. Working with patients to ensure they are using the right medications in the right ways will produce both carbon savings and better health outcomes. The climate crisis can therefore serve as a catalyst for improving treatment of patients with respiratory conditions. Family physicians may reduce carbon emissions associated with inhalers by reducing unnecessary inhaler prescribing; ensuring patients' control of asthma and COPD is optimized; considering whether a more sustainable inhaler may be appropriate; optimizing dosing technique to reduce emissions and waste; and disposing of inhalers appropriately if possible. CONCLUSION: Family physicians may reduce carbon emissions associated with inhalers through the following strategies: confirming diagnosis, controlling disease, considering inhaler type, optimizing dosing technique, and encouraging appropriate disposal.


Assuntos
Asma , Nebulizadores e Vaporizadores , Doença Pulmonar Obstrutiva Crônica , Humanos , Asma/tratamento farmacológico , Doença Pulmonar Obstrutiva Crônica/tratamento farmacológico , Canadá , Médicos de Família , Padrões de Prática Médica/estatística & dados numéricos , Mudança Climática , Medicina de Família e Comunidade
8.
Chest ; 2024 Jun 18.
Artigo em Inglês | MEDLINE | ID: mdl-38901488

RESUMO

TOPIC IMPORTANCE: Cognitive and physical limitations are common in individuals with chronic lung diseases, but their interactions with physical function and activities of daily living are not well characterized. Understanding these interactions and potential contributors may provide insights on disability and enable more tailored rehabilitation strategies. REVIEW FINDINGS: This review summarizes a 2-day meeting of patient partners, clinicians, researchers, and lung associations to discuss the interplay between cognitive and physical function in people with chronic lung diseases. This report covers four areas: (1) cognitive-physical limitations in patients with chronic lung diseases; (2) cognitive assessments; (3) strategies to optimize cognition and motor control; and (4) future research directions. Cognitive and physical impairments have multiple effects on quality of life and daily function. Meeting participants acknowledged the need for a standardized cognitive assessment to complement physical assessments in patients with chronic lung diseases. Dyspnea, fatigue, and age were recognized as important contributors to cognition that can affect motor control and daily physical function. Pulmonary rehabilitation was highlighted as a multidisciplinary strategy that may improve respiratory and limb motor control through neuroplasticity and has the potential to improve physical function and quality of life. SUMMARY: There was consensus that cognitive function and the cognitive interference of dyspnea in people with chronic lung diseases contribute to motor control impairments that can negatively affect daily function, which may be improved with pulmonary rehabilitation. The meeting generated several key research questions related to cognitive-physical interactions in individuals with chronic lung diseases.

9.
Curr Oncol ; 31(5): 2453-2480, 2024 04 28.
Artigo em Inglês | MEDLINE | ID: mdl-38785465

RESUMO

Countries face challenges in paying for new drugs. High prices are driven in part by exploding drug development costs, which, in turn, are driven by essential but excessive regulation. Burdensome regulation also delays drug development, and this can translate into thousands of life-years lost. We need system-wide reform that will enable less expensive, faster drug development. The speed with which COVID-19 vaccines and AIDS therapies were developed indicates this is possible if governments prioritize it. Countries also differ in how they value drugs, and generally, those willing to pay more have better, faster access. Canada is used as an example to illustrate how "incremental cost-effectiveness ratios" (ICERs) based on measures such as gains in "quality-adjusted life-years" (QALYs) may be used to determine a drug's value but are often problematic, imprecise assessments. Generally, ICER/QALY estimates inadequately consider the impact of patient crossover or long post-progression survival, therapy benefits in distinct subpopulations, positive impacts of the therapy on other healthcare or societal costs, how much governments willingly might pay for other things, etc. Furthermore, a QALY value should be higher for a lethal or uncommon disease than for a common, nonlethal disease. Compared to international comparators, Canada is particularly ineffective in initiating public funding for essential new medications. Addressing these disparities demands urgent reform.


Assuntos
Antineoplásicos , Análise Custo-Benefício , Humanos , Antineoplásicos/uso terapêutico , Antineoplásicos/economia , Análise Custo-Benefício/métodos , Canadá , Anos de Vida Ajustados por Qualidade de Vida , Custos de Medicamentos , COVID-19 , Neoplasias/tratamento farmacológico , Neoplasias/economia , SARS-CoV-2
10.
Pediatr Allergy Immunol ; 35(4): e14129, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38664926

RESUMO

Monitoring is a major component of asthma management in children. Regular monitoring allows for diagnosis confirmation, treatment optimization, and natural history review. Numerous factors that may affect disease activity and patient well-being need to be monitored: response and adherence to treatment, disease control, disease progression, comorbidities, quality of life, medication side-effects, allergen and irritant exposures, diet and more. However, the prioritization of such factors and the selection of relevant assessment tools is an unmet need. Furthermore, rapidly developing technologies promise new opportunities for closer, or even "real-time," monitoring between visits. Following an approach that included needs assessment, evidence appraisal, and Delphi consensus, the PeARL Think Tank, in collaboration with major international professional and patient organizations, has developed a set of 24 recommendations on pediatric asthma monitoring, to support healthcare professionals in decision-making and care pathway design.


Assuntos
Asma , Humanos , Asma/diagnóstico , Asma/terapia , Criança , Qualidade de Vida , Antiasmáticos/uso terapêutico , Técnica Delphi , Monitorização Fisiológica/métodos
11.
Adv Ther ; 41(4): 1401-1418, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38349560

RESUMO

INTRODUCTION: Biologic therapies have demonstrated benefits for individuals with severe asthma, including reduced daily symptoms and severe exacerbations. However, data describing patient perspectives on these treatments are limited. This study sought to understand the preferences and priorities of Canadians with severe asthma in the context of novel biologic treatment options. METHODS: Semi-structured, qualitative interviews were conducted among Canadians with severe asthma from July to August 2022. Purposeful sampling included individuals with and without biologic therapy experience. All participants described daily life with severe asthma, experiences and priorities related to asthma treatment and their impressions of biologics. Reflexive thematic analysis was used to explore patterns in the data. RESULTS: Among 18 individuals included, 10 were currently taking or had prior experience with biologic treatment for asthma. Those who had never been treated with biologics were unfamiliar with them, considering treatment, or believed that they may not be eligible. Four themes were developed to convey the perspectives of participants on biologics: (1) life-changing benefits, but not for all; (2) navigating barriers to being prescribed and remaining adherent to biologic treatments; (3) treatment administration preferences are not only about convenience; (4) concerns about safety and the unknown as a source of treatment hesitancy. CONCLUSIONS: Findings suggest that the clinical benefits of biologics align with patient perceptions of achieving good asthma control. However, treatment gaps persist among individuals who do not experience a meaningful improvement in their asthma symptoms and those who face barriers accessing biologics. People with severe asthma attributed importance to greater availability of at-home treatment options, improved access to financial support to cover treatment costs and support to address safety concerns. This research provides insight into patient-based treatment priorities and preferences for biologics, which may help inform decision-making related to emerging therapies for severe asthma.


For people with severe asthma, biologics are a treatment option that can be taken in addition to their regular medication. In this study, we asked 18 Canadians with severe asthma about how having severe asthma affects their lives, their current and previous asthma treatments, and their views on biologics. Ten people in this study were currently taking or had previously taken biologics for severe asthma. We found that biologics can be life changing. Also, people with severe asthma can find it difficult to get on and stay on biologics. They would like financial and educational support when considering biologics and prefer to take biologics at home, if possible. This study helps us understand the priorities and preferences related to biologics of patients with severe asthma.


Assuntos
Asma , Produtos Biológicos , População Norte-Americana , Humanos , Produtos Biológicos/uso terapêutico , Canadá , Asma/tratamento farmacológico , Terapia Biológica
12.
Ther Adv Chronic Dis ; 14: 20406223231209329, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38028951

RESUMO

The most common reasons seen for lack of asthma control include misconceptions about disease control, low controller treatment adherence, poor inhaler technique, and the resulting underuse of controllers and overuse of short-acting beta2 agonists (SABAs). Narrowing these care gaps may be achieved through well-designed patient education that considers the patient's motivation, beliefs, and capabilities regarding their asthma and its management and empowers the patient to become an active participant in treatment decisions. Digital health technologies (DHTs) and digital therapeutic (DT) devices provide new opportunities to monitor treatment behaviors, improve communication between healthcare providers and patients, and generate data that inform educational interactions. DHT and DT have been proven effective in enhancing patient self-management in other chronic conditions, particularly diabetes. Accelerated integration of DHT and DT into the management of asthma patients is facilitated by the use of digital inhalers that employ sensor technology ("smart" inhalers). These devices efficiently provide real-time feedback on controller adherence, SABA use, and inhaler technique that have the strong potential to optimize asthma control.

13.
iScience ; 26(9): 107624, 2023 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-37694156

RESUMO

Functional connectomes (FCs) containing pairwise estimations of functional couplings between pairs of brain regions are commonly represented by correlation matrices. As symmetric positive definite matrices, FCs can be transformed via tangent space projections, resulting into tangent-FCs. Tangent-FCs have led to more accurate models predicting brain conditions or aging. Motivated by the fact that tangent-FCs seem to be better biomarkers than FCs, we hypothesized that tangent-FCs have also a higher fingerprint. We explored the effects of six factors: fMRI condition, scan length, parcellation granularity, reference matrix, main-diagonal regularization, and distance metric. Our results showed that identification rates are systematically higher when using tangent-FCs across the "fingerprint gradient" (here including test-retest, monozygotic and dizygotic twins). Highest identification rates were achieved when minimally (0.01) regularizing FCs while performing tangent space projection using Riemann reference matrix and using correlation distance to compare the resulting tangent-FCs. Such configuration was validated in a second dataset (resting-state).

14.
Lancet Reg Health Am ; 24: 100546, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37545746

RESUMO

Background: In this study, we compare management of patients with high-risk chronic obstructive pulmonary disease (COPD) in the United States to national and international guidelines and quality standards, including the COllaboratioN on QUality improvement initiative for achieving Excellence in STandards of COPD care (CONQUEST). Methods: Patients were identified from the DARTNet Practice Performance Registry and categorized into three high-risk cohorts in each year from 2011 to 2019: newly diagnosed (≤12 months after diagnosis), already diagnosed, and patients with potential undiagnosed COPD. Patients were considered high-risk if they had a history of exacerbations or likely exacerbations (respiratory consult with prescribed medication). Descriptive statistics for 2019 are reported, along with annual trends. Findings: In 2019, 10% (n = 16,610/167,197) of patients met high-risk criteria. Evidence of spirometry for diagnosis was low; in 2019, 81% (n = 1228/1523) of patients newly diagnosed at high-risk had no record of spirometry/peak expiratory flow in the 12 months pre- or post-diagnosis and 43% (n = 651/1523) had no record of COPD symptom review. Among those newly and already diagnosed at high-risk, 52% (n = 4830/9350) had no evidence of COPD medication. Interpretation: Findings suggest inconsistent adherence to evidence-based guidelines, and opportunities to improve identification, documentation of services, assessment, therapeutic intervention, and follow-up of patients with COPD. Funding: This study was conducted by the Observational and Pragmatic Research Institute (OPRI) Pte Ltd and was partially funded by Optimum Patient Care Global and AstraZeneca Ltd. No funding was received by the Observational & Pragmatic Research Institute Pte Ltd (OPRI) for its contribution.

15.
Front Health Serv Manage ; 39(4): 13-19, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37223882

RESUMO

For health systems seeking a path forward and upward in a value-based environment, ownership of a health plan can yield many positives, including a chance to drive value-based care, financial margin improvement, and opportunities for rewarding partnerships. However, being both a payer and a provider-a "payvider"-can make extraordinary demands on both the health system and health plan. Developing this hybrid business has been a learning experience for UW Health, an academic medical center that, like others in academic healthcare, was built on a fee-for-service model. Today, UW Health is a majority owner of what has become the state's largest provider-owned health plan. As illustrated here, health plan ownership is not for every system. The burdens are heavy. But for UW Health, it is an important component of both mission and margin.


Assuntos
Comércio , Propriedade , Instalações de Saúde , Planejamento em Saúde
16.
Lung ; 201(1): 47-55, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36808540

RESUMO

INTRODUCTION: Educational programs on chronic cough may improve patient care, but little is known about how Canadian physicians manage this common debilitating condition. We aimed to investigate Canadian physicians' perceptions, attitudes, and knowledge of chronic cough. METHODS: We administered a 10-min anonymous, online, cross-sectional survey to 3321 Canadian physicians in the Leger Opinion Panel who managed adult patients with chronic cough and had been in practice for > 2 years. RESULTS: Between July 30 and September 22, 2021, 179 physicians (101 general practitioners [GPs] and 78 specialists [25 allergists, 28 respirologists, and 25 ear/nose/throat specialists]) completed the survey (response rate: 5.4%). In a month, GPs saw a mean of 27 patients with chronic cough, whereas specialists saw 46. About one-third of physicians appropriately identified a duration of > 8 weeks as the definition for chronic cough. Many physicians reported not using international chronic cough management guidelines. Patient referrals and care pathways varied considerably, and patients frequently experienced lost to follow-up. While physicians endorsed nasal and inhaled corticosteroids as common treatments for chronic cough, they rarely used other guideline-recommended treatments. Both GPs and specialists expressed high interest in education on chronic cough. CONCLUSION: This survey of Canadian physicians demonstrates low uptake of recent advances in chronic cough diagnosis, disease categorization, and pharmacologic management. Canadian physicians also report unfamiliarity with guideline-recommended therapies, including centrally acting neuromodulators for refractory or unexplained chronic cough. This data highlights the need for educational programs and collaborative care models on chronic cough in primary and specialist care.


Assuntos
Tosse , Médicos , Adulto , Humanos , Estudos Transversais , Canadá , Doença Crônica , Inquéritos e Questionários , Padrões de Prática Médica
17.
J Allergy Clin Immunol Pract ; 11(5): 1463-1474.e3, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36716998

RESUMO

BACKGROUND: The differential diagnosis of asthma and chronic obstructive pulmonary disease (COPD) poses a challenge in clinical practice and its misdiagnosis results in inappropriate treatment, increased exacerbations, and potentially death. OBJECTIVE: To investigate the diagnostic accuracy of the Asthma/COPD Differentiation Classification (AC/DC) tool compared with primary care physicians and pulmonologists in asthma, COPD, and asthma-COPD overlap. METHODS: The AC/DC machine learning-based diagnostic tool was developed using 12 parameters from electronic health records of more than 400,000 patients aged 35 years and older. An expert panel of three pulmonologists and four general practitioners from five countries evaluated 119 patient cases from a prospective observational study and provided a confirmed diagnosis (n = 116) of asthma (n = 53), COPD (n = 43), asthma-COPD overlap (n = 7), or other (n = 13). Cases were then reviewed by 180 primary care physicians and 180 pulmonologists from nine countries and by the AC/DC tool, and diagnostic accuracies were compared with reference to the expert panel diagnoses. RESULTS: Average diagnostic accuracy of the AC/DC tool was superior to that of primary care physicians (median difference, 24%; 95% posterior credible interval: 17% to 29%; P < .0001) and was noninferior and superior (median difference, 12%; 95% posterior credible interval: 6% to 17%; P < .0001 for noninferiority and P = .0006 for superiority) to that of pulmonologists. Average diagnostic accuracies were 73%, 50%, and 61% by AC/DC tool, primary care physicians, and pulmonologists versus expert panel diagnosis, respectively. CONCLUSION: The AC/DC tool demonstrated superior diagnostic accuracy compared with primary care physicians and pulmonologists in the diagnosis of asthma and COPD in patients aged 35 years and greater and has the potential to support physicians in the diagnosis of these conditions in clinical practice.


Assuntos
Asma , Clínicos Gerais , Médicos de Atenção Primária , Doença Pulmonar Obstrutiva Crônica , Humanos , Pneumologistas , Doença Pulmonar Obstrutiva Crônica/tratamento farmacológico , Asma/tratamento farmacológico
19.
bioRxiv ; 2023 Dec 22.
Artigo em Inglês | MEDLINE | ID: mdl-38187668

RESUMO

Human whole-brain functional connectivity networks have been shown to exhibit both local/quasilocal (e.g., set of functional sub-circuits induced by node or edge attributes) and non-local (e.g., higher-order functional coordination patterns) properties. Nonetheless, the non-local properties of topological strata induced by local/quasilocal functional sub-circuits have yet to be addressed. To that end, we proposed a homological formalism that enables the quantification of higher-order characteristics of human brain functional sub-circuits. Our results indicated that each homological order uniquely unravels diverse, complementary properties of human brain functional sub-circuits. Noticeably, the H1 homological distance between rest and motor task were observed at both whole-brain and sub-circuit consolidated level which suggested the self-similarity property of human brain functional connectivity unraveled by homological kernel. Furthermore, at the whole-brain level, the rest-task differentiation was found to be most prominent between rest and different tasks at different homological orders: i) Emotion task H0, ii) Motor task H1, and iii) Working memory task H2. At the functional sub-circuit level, the rest-task functional dichotomy of default mode network is found to be mostly prominent at the first and second homological scaffolds. Also at such scale, we found that the limbic network plays a significant role in homological reconfiguration across both task- and subject- domain which sheds light to subsequent Investigations on the complex neuro-physiological role of such network. From a wider perspective, our formalism can be applied, beyond brain connectomics, to study non-localized coordination patterns of localized structures stretching across complex network fibers.

20.
World Allergy Organ J ; 15(12): 100726, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36582404

RESUMO

Systemic corticosteroids (SCS) are a highly effective treatment for acute exacerbations and long-term symptom control in asthma. Long-term SCS use is highly prevalent across all asthma severities, occurring in over 20% of patients with severe or uncontrolled disease globally. It is now well known that exposure to both long-term and repeated acute courses of SCS is associated with a high risk of serious adverse effects (AEs), such as osteoporosis, and metabolic and cardiovascular complications, especially when prescribed onto a background of other corticosteroids. The aim of this call-to-action article, endorsed by the World Allergy Organization and the Respiratory Effectiveness Group, is to review the accumulating evidence on the burden of SCS on patients with asthma and provide an overview of potential strategies for implementing SCS Stewardship. Primary prevention of exacerbations and improvement of asthma control is a key first step in achieving SCS Stewardship, by optimizing maintenance asthma medications and addressing modifiable risk factors, such as adherence and inhaler technique. Other key elements of SCS Stewardship include increasing appropriate specialist referrals for multidisciplinary review, assessment of biomarkers, and consideration of oral corticosteroid-sparing add-on therapies (eg, biologics). In cases where SCS use is deemed clinically justified, it should be tapered to the lowest possible dose. In addition, patients receiving long-term SCS or frequent acute courses should be closely monitored for emergence of SCS-related AEs. Because of the extensive data available on the costly and burdensome AEs associated with SCS use, as well as the range of treatment options now available, there is a need for healthcare providers (HCPs) to carefully evaluate whether the benefits of SCS outweigh the potential harms, to adopt SCS-sparing and Stewardship strategies, and to consider alternative therapies where possible. Development of a structured and collaborative SCS Stewardship approach is urgently required to protect patients from the potential harm of SCS use.

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