1
|
Arciniegas JA, Reyes JM, Mendoza CF, Chirila I, Kyaw MH, Escobar O, La Rotta JE, Yarnoff B. Estimating the potential public health and economic impact of vaccination strategies with an adapted vaccine in Colombia using a combined Markov-decision tree model. Expert Rev Vaccines 2025; 24:242-251. [PMID: 40138189 DOI: 10.1080/14760584.2025.2485251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2025] [Accepted: 03/19/2025] [Indexed: 03/29/2025]
Abstract
BACKGROUND Using adapted COVID-19 vaccines targeting current variants in circulation is necessary for addressing the dynamic evolution of the SARS-CoV-2 virus and protecting against emerging variants. This study evaluated the impact of various vaccination strategies with an adapted vaccine in Colombia. RESEARCH DESIGN AND METHODS Using a previously published combined Markov-decision tree model adapted for the Colombia context, this study estimated the outcomes of different vaccination strategies targeting various age and risk groups. The model used age-specific epidemiology, clinical, cost, and quality of life inputs derived from the published literature and national surveillance data. Scenario and sensitivity analyses were conducted to assess uncertainty. RESULTS Compared to no vaccination, the vaccination strategy targeting older adults aged ≥65 years and the high-risk population was estimated to prevent 306,460 symptomatic cases, 5,200 hospitalizations, 3,381 deaths, and 39,454 lost QALYs, translating to total direct and societal cost savings of USD 70,840,305 and USD 128,918,995, respectively. These gains were further increased by expanding vaccination to additional age groups. Results were most sensitive to parameters for the attack rate and duration of protection. CONCLUSIONS Implementing vaccination strategies targeting a broader age range with an adapted vaccine would result in considerable health and economic benefits in Colombia.
Collapse
Affiliation(s)
| | | | | | | | - Moe Hein Kyaw
- Medical and Scientific Affairs, Pfizer Inc, New York, NY, USA
| | | | | | - Ben Yarnoff
- Modeling & Simulation, Evidera Inc, Wilmington, NC, USA
| |
Collapse
|
2
|
Honchar O, Ashcheulova T, Chumachenko T, Chumachenko D. Early prediction of long COVID-19 syndrome persistence at 12 months after hospitalisation: a prospective observational study from Ukraine. BMJ Open 2025; 15:e084311. [PMID: 39762090 PMCID: PMC11748775 DOI: 10.1136/bmjopen-2024-084311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 12/09/2024] [Indexed: 01/23/2025] Open
Abstract
OBJECTIVE To identify the early predictors of a self-reported persistence of long COVID syndrome (LCS) at 12 months after hospitalisation and to propose the prognostic model of its development. DESIGN A combined cross-sectional and prospective observational study. SETTING A tertiary care hospital. PARTICIPANTS 221 patients hospitalised for COVID-19 who have undergone comprehensive clinical, sonographic and survey-based evaluation predischarge and at 1 month with subsequent 12-month follow-up. The final cohort included 166 patients who had completed the final visit at 12 months. MAIN OUTCOME MEASURE A self-reported persistence of LCS at 12 months after discharge. RESULTS Self-reported LCS was detected in 76% of participants at 3 months and in 43% at 12 months after discharge. Patients who reported incomplete recovery at 1 year were characterised by a higher burden of comorbidities (Charlson index of 0.69±0.96 vs 0.31±0.51, p=0.001) and residual pulmonary consolidations (1.56±1.78 vs 0.98±1.56, p=0.034), worse blood pressure (BP) control (systolic BP of 138.1±16.2 vs 132.2±15.8 mm Hg, p=0.041), renal (estimated glomerular filtration rate of 59.5±14.7 vs 69.8±20.7 mL/min/1.73 m2, p=0.007) and endothelial function (flow-mediated dilation of the brachial artery of 10.4±5.4 vs 12.4±5.6%, p=0.048), higher in-hospital levels of liver enzymes (alanine aminotransferase (ALT) of 76.3±60.8 vs 46.3±25.3 IU/L, p=0.002) and erythrocyte sedimentation rate (ESR) (34.3±12.1 vs 28.3±12.6 mm/h, p=0.008), slightly higher indices of ventricular longitudinal function (left ventricular (LV) global longitudinal strain (GLS) of 18.0±2.4 vs 17.0±2.3%, p=0011) and higher levels of Hospital Anxiety and Depression Scale anxiety (7.3±4.2 vs 5.6±3.8, p=0.011) and depression scores (6.4±3.9 vs 4.9±4.3, p=0.022) and EFTER-COVID study physical symptoms score (12.3±3.8 vs 9.2±4.2, p<0.001). At 1 month postdischarge, the persisting differences included marginally higher LV GLS, mitral E/e' ratio and significantly higher levels of both resting and exertional physical symptoms versus patients who reported complete recovery. Logistic regression and machine learning-based binary classification models have been developed to predict the persistence of LCS symptoms at 12 months after discharge. CONCLUSIONS Compared with post-COVID-19 patients who have completely recovered by 12 months after hospital discharge, those who have subsequently developed 'very long' COVID were characterised by a variety of more pronounced residual predischarge abnormalities that had mostly subsided by 1 month, except for steady differences in the physical symptoms levels. A simple artificial neural networks-based binary classification model using peak ESR, creatinine, ALT and weight loss during the acute phase, predischarge 6-minute walk distance and complex survey-based symptoms assessment as inputs has shown a 92% accuracy with an area under receiver-operator characteristic curve 0.931 in prediction of LCS symptoms persistence at 12 months.
Collapse
Affiliation(s)
- Oleksii Honchar
- Department of Propedeutics of Internal Medicine, Nursing and Bioethics, Kharkiv National Medical University, Kharkiv, Ukraine
| | - Tetiana Ashcheulova
- Department of Propedeutics of Internal Medicine, Nursing and Bioethics, Kharkiv National Medical University, Kharkiv, Ukraine
| | - Tetyana Chumachenko
- Department of Epidemiology, Kharkiv National Medical University, Kharkiv, Ukraine
| | - Dmytro Chumachenko
- Department of Mathematical Modelling and Artificial Intelligence, National Aerospace University Kharkiv Aviation Institute, Kharkiv, Ukraine
| |
Collapse
|
3
|
Kouyoumdjian JA, Yamamoto LAR, Graca CR. Jitter and muscle fiber conduction velocity in long COVID fatigue. ARQUIVOS DE NEURO-PSIQUIATRIA 2025; 83:1-8. [PMID: 39993446 DOI: 10.1055/s-0045-1802961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/26/2025]
Abstract
BACKGROUND Long coronavirus disease (long COVID, LC) is defined as the continuation or development of new symptoms 3 months after the acute stage of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. In LC, the rate of fatigue/postexertional malaise (F-PEM) has been described to be as high as 70%, regardless of age or severity of the acute symptoms. OBJECTIVE To evaluate the neuromuscular junction (NMJ) function and the isolated muscle fiber conduction velocity (MFCV) in situ in LC cases and controls. METHODS We studied 37 subjects without SARS-CoV-2 (controls) and 32 cases of SARS-CoV-2 infection, half with LC symptoms (LC-yes) and half without them (LC-no). Single-fiber electromyography (jitter measured with a concentric electrode), MFCV, the fast-to-slow MFCV ratio (F/S ratio), and the motor unit potentials (MUPs) were taken in the tibialis anterior muscle. RESULTS At least 1 jitter parameter was abnormal in 1/37 controls, in 1/16 LC-no patients, and in 2/16 LC-yes patients, without significant differences among them. None of the subjects with abnormal jitter presented fluctuation symptoms or positive acetylcholine-receptor antibody. The MFCV and F/S ratios did not show abnormalities in any of the participants. The MUPs did not show myopathic or neurogenic abnormality in needle electromyography. The most frequent symptom in LC was F-PEM, which occurred in all LC-yes patients and was significantly different from the other groups. CONCLUSION Fatigue/postexertional malaise was found in all cases of LC, and the electrophysiological findings did not indicate the muscle fiber or the NMJ as a relevant factor in this condition.
Collapse
Affiliation(s)
- João Aris Kouyoumdjian
- Faculdade Estadual de Medicina de São José do Rio Preto (FAMERP), Departamento de Ciências Neurológicas, Psiquiatria e Psicologia Médica, Laboratório de Investigação Neuromuscular, São José do Rio Preto SP, Brazil
| | - Leticia Akemi Rama Yamamoto
- Faculdade Estadual de Medicina de São José do Rio Preto (FAMERP), Departamento de Ciências Neurológicas, Psiquiatria e Psicologia Médica, Laboratório de Investigação Neuromuscular, São José do Rio Preto SP, Brazil
| | - Carla Renata Graca
- Faculdade Estadual de Medicina de São José do Rio Preto (FAMERP), Departamento de Ciências Neurológicas, Psiquiatria e Psicologia Médica, Laboratório de Investigação Neuromuscular, São José do Rio Preto SP, Brazil
| |
Collapse
|
4
|
Esparza W, Noboa A, Madera C, Acosta-Vargas P, Acosta-Vargas G, Carrión-Toro M, Santórum M, Ayala-Chauvin M, Santillán G. Implementing a Pulmonary Telerehabilitation Program for Young Adults with Post-COVID-19 Conditions: A Pilot Study. Healthcare (Basel) 2024; 12:1864. [PMID: 39337205 PMCID: PMC11431331 DOI: 10.3390/healthcare12181864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 09/08/2024] [Accepted: 09/13/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND Several studies have shown that pulmonary telerehabilitation (PTR) improves respiratory capacity. However, there is little evidence of its effectiveness in youth with post-COVID-19 conditions (PCC). This study analyzed the effects of a PTR program on young adults with PCC. METHODS Sixteen youths were randomly assigned to a control group (CG) or an experimental group (EG), with eight participants each. The EG participated in a PTR program that included twelve remote, asynchronous four-week sessions with diaphragmatic breathing and aerobic exercises. Vital signs (SpO2, HR, RR, BP), physical capacity (sit-to-stand test), cardiorespiratory capacity (6-Minute Walk Test), and perceived exertion (Borg scale) were assessed in both groups. RESULTS Statistical analyses showed a significant decrease in RR and HR (p < 0.012) and an increase in SpO2 (p < 0.042), physical (p < 0.012), and respiratory (p < 0.028) capacity. Perceived effort decreased significantly in both groups (CG: p < 0.006; EG: p < 0.001) only for physical but not for cardiorespiratory capacity (p < 0.106). There were no statistical changes registered in BP (p > 0.05). CONCLUSIONS The PTR program, which includes respiratory and aerobic exercises, is feasible and effective in improving physical and cardiorespiratory capacity in young people with PCC, as well as reducing HR, RR, and dyspnea.
Collapse
Affiliation(s)
- Wilmer Esparza
- School of Physical Therapy, Pontifical Catholic University of Ecuador, Quito 170143, Ecuador
- School of Physical Therapy, Universidad de Las Américas, Quito 170513, Ecuador
| | - Alfredo Noboa
- School of Physical Therapy, Universidad de Las Américas, Quito 170513, Ecuador
| | - Camila Madera
- School of Physical Therapy, Pontifical Catholic University of Ecuador, Quito 170143, Ecuador
| | - Patricia Acosta-Vargas
- Intelligent and Interactive Systems Lab (SI2 Lab), Universidad de Las Américas, Quito 170513, Ecuador
| | - Gloria Acosta-Vargas
- School of Medicine, Pontificia Universidad Católica del Ecuador, Quito 170143, Ecuador
| | - Mayra Carrión-Toro
- Departamento de Informática y Ciencias de la Computación, Escuela Politécnica Nacional, Quito 170143, Ecuador
| | - Marco Santórum
- Departamento de Informática y Ciencias de la Computación, Escuela Politécnica Nacional, Quito 170143, Ecuador
| | - Manuel Ayala-Chauvin
- Centro de Investigación en Ciencias Humanas y de la Educación "CICHE", Universidad Indoamérica, Quito 170103, Ecuador
| | - Guillermo Santillán
- School of Physical Therapy, Universidad de Las Américas, Quito 170513, Ecuador
| |
Collapse
|
5
|
Xu J, Cheng P, Yu H, Zhou N, Lan M. The work experiences and career development expectations of Chinese respiratory therapists: a descriptive qualitative study. Front Med (Lausanne) 2024; 11:1452508. [PMID: 39267959 PMCID: PMC11390457 DOI: 10.3389/fmed.2024.1452508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 08/19/2024] [Indexed: 09/15/2024] Open
Abstract
Background Respiratory therapists (RTs) play a vital role in healthcare, specializing in the treatment and management of heart and lung conditions, particularly during the COVID-19 pandemic. Despite the importance of RTs, little attention has been paid to RTs in the Chinese health system. This study aimed to understand and describe the work experiences and career development expectations of RTs in China. Methods This study utilized a qualitative research design and conducted semi-structured, in-depth, audio-recorded interviews with 16 RTs aged 28-40 years, purposively selected from six regions in mainland China from May to June 2024. Qualitative thematic content analysis was conducted to identify and group the themes that emerged from the discourse. Interviews were transcribed and analyzed using thematic analysis. Results Four key themes were identified: (1) "Complex Career Motivation" delves into the career trajectories and role adaptations of RTs; (2) "Positive Career Feedback" explores feelings of job satisfaction and career accomplishments; (3) "Uncertain Career Predicament" sheds light on the negative impact of multidimensional career challenges; (4) "Demand-Driven Future Outlook" reflects RTs' urgent expectations for professional advancement. Conclusion The barriers and facilitators in the professional journey of Chinese RTs maintain a fragile balance, and the future development of the profession may determine whether they can persist in their careers. Healthcare managers and leaders should pay attention to the real needs of RTs, enhance their professional confidence, and adopt effective coping strategies to avoid the loss of human resources and promote the development of the professional team.
Collapse
Affiliation(s)
- Jianfeng Xu
- Department of Nursing, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Pengfei Cheng
- Department of Nursing, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Hangqing Yu
- Department of Nursing, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Niya Zhou
- Department of Nursing, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Meijuan Lan
- Department of Nursing, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| |
Collapse
|
6
|
Hurtado C, Rojas-Gualdrón DF, Pérez Giraldo GS, Villegas Arbelaez E, Mantilla SEM, Campuzano-Sierra M, Ospina-Patino S, Arroyave-Bustamante M, Uribe-Vizcarra V, Restrepo-Arbelaez D, Cardona P, Llano-Piedrahita J, Vásquez-Builes S, Agudelo-Quintero E, Vélez-Arroyave J, Menges S, Jimenez M, Miller J, Quique YM, Koralnik IJ. Neurologic manifestations of Long COVID in Colombia: a comparative analysis of post-hospitalization vs. non-hospitalized patients. Front Hum Neurosci 2024; 18:1450110. [PMID: 39192882 PMCID: PMC11347330 DOI: 10.3389/fnhum.2024.1450110] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Accepted: 08/02/2024] [Indexed: 08/29/2024] Open
Abstract
Objective To analyze patient-reported outcomes, cognitive function, and persistent symptoms in patients with neurologic post-acute sequelae of SARS-CoV-2 infection (Neuro-PASC) in Colombia. Methods We recruited patients with laboratory-confirmed COVID-19 and PASC symptoms lasting more than 6 weeks at the CES University and CES Clinic (Medellín, Colombia). We included 50 post-hospitalization Neuro-PASC (PNP) and 50 non-hospitalized Neuro-PASC (NNP) patients. Long-COVID symptoms, cognitive (NIH Toolbox v2.1-Spanish for 18+), patient-reported (PROMIS) outcomes, and relevant medical history were evaluated. Statistical analyses were performed via generalized linear models. Results Overall, brain fog (60%), myalgia (42%), and numbness or tingling (41%) were the most common neurological symptoms, while fatigue (74%), sleep problems (46%), and anxiety (44%) were the most common non-neurological symptoms. Compared to NNP, PNP patients showed a higher frequency of abnormal neurological exam findings (64% vs. 42%, p = 0.028). Both groups had impaired quality of life (QoL) in domains of cognition, fatigue, anxiety depression and sleep disturbance, and performed worse on processing speed and attention than a normative population. In addition, NNP patients performed worse on executive function than PNP patients (T-score 42.6 vs. 48.5, p = 0.012). PASC symptoms of anxiety and depression were associated with worse QoL and cognitive outcomes. Brain fog and fatigue remained persistent symptoms across all durations of Long COVID. Conclusion Our findings highlight the high incidence and heterogeneity of the neurologic symptoms and impacts of Long COVID even more than 2 years from disease onset. Early detection, emotional support and targeted management of Neuro-PASC patients are warranted.
Collapse
Affiliation(s)
| | | | - Gina S. Pérez Giraldo
- Neurology Department, Medical University of South Carolina, Charleston, SC, United States
| | | | | | | | | | | | | | | | - Paul Cardona
- School of Medicine, CES University, Medellín, Colombia
| | | | | | | | | | | | - Millenia Jimenez
- The Ken & Ruth Davee Department of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Janet Miller
- The Ken & Ruth Davee Department of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | | | - Igor J. Koralnik
- The Ken & Ruth Davee Department of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| |
Collapse
|
7
|
Pommer A, Halas G, Mendis R, Campbell C, Semenko B, Stadnyk B, Thalman L, Mair S, Sun Y, Johnston N, Sanchez-Ramirez DC. Reaching out to Patients with Long COVID to Better Understand Their Life Experiences and How to Support Their Recovery: A Patient-Oriented Knowledge Sharing Session. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:187. [PMID: 38397678 PMCID: PMC10888221 DOI: 10.3390/ijerph21020187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 01/31/2024] [Accepted: 02/04/2024] [Indexed: 02/25/2024]
Abstract
This article reports on participants' experiences with long COVID-19 (LC) (symptoms, impact, healthcare use, and perceived needs) and satisfaction with a patient-oriented knowledge-sharing session organized by a multidisciplinary team of healthcare professionals, researchers, and a patient partner. Twenty-six participants completed a pre-session survey. On average, they were 21 months post-COVID-19 infection (SD 10.9); 81% of them were female, and 84% were 40+ years old. The main symptoms reported included fatigue (96%), cognitive problems (92%), and general pain or discomfort (40%). More than half of the participants reported that LC has had a significant impact on their health-related quality of life. Eighty-one percent of the participants reported seeking medical help for their LC symptoms and found the services provided by physical therapists, primary care providers, and acupuncturists to be helpful in managing their condition. Participants would like to have access to healthcare providers and clinics specializing in LC. They liked the session and found the information presented useful. This information helps to better understand the experiences of people living with LC and how to support their recovery.
Collapse
Affiliation(s)
- Alexa Pommer
- Department of Respiratory Therapy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0T6, Canada
| | - Gayle Halas
- Department of Respiratory Therapy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0T6, Canada
| | - Rukmali Mendis
- Winnipeg Regional Health Authority, Winnipeg, MB R3E 0M1, Canada
| | - Cindy Campbell
- Winnipeg Regional Health Authority, Winnipeg, MB R3E 0M1, Canada
| | - Brenda Semenko
- Winnipeg Regional Health Authority, Winnipeg, MB R3E 0M1, Canada
| | - Brandy Stadnyk
- Winnipeg Regional Health Authority, Winnipeg, MB R3E 0M1, Canada
| | - Leyda Thalman
- Misericordia Health Centre, Winnipeg, MB R3C 1A2, Canada
| | - Susan Mair
- Misericordia Health Centre, Winnipeg, MB R3C 1A2, Canada
| | - Yue Sun
- Department of Respiratory Therapy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0T6, Canada
| | - Neil Johnston
- The Manitoba Lung Association, Winnipeg, MB R3A 1M5, Canada
| | - Diana C. Sanchez-Ramirez
- Department of Respiratory Therapy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0T6, Canada
| |
Collapse
|
8
|
Bello-Chavolla OY, Fermín-Martínez CA, Ramírez-García D, Vargas-Vázquez A, Fernández-Chirino L, Basile-Alvarez MR, Sánchez-Castro P, Núñez-Luna A, Antonio-Villa NE. Prevalence and determinants of post-acute sequelae after SARS-CoV-2 infection (Long COVID) among adults in Mexico during 2022: a retrospective analysis of nationally representative data. LANCET REGIONAL HEALTH. AMERICAS 2024; 30:100688. [PMID: 38327277 PMCID: PMC10847769 DOI: 10.1016/j.lana.2024.100688] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 12/26/2023] [Accepted: 01/21/2024] [Indexed: 02/09/2024]
Abstract
Background Post-acute sequelae after SARS-CoV-2 infection (PASC) remains a concerning long-term complication of COVID-19. Here, we aimed to characterize the epidemiology of PASC in Mexico during 2022 and identify potential associations of covariates with PASC prevalence using nationally representative data. Methods We analyzed data from the 2022 Mexican National Health and Nutrition Survey (ENSANUT) from 24,434 participants, representing 85,521,661 adults ≥20 years. PASC was defined using both the National Institute for Health and Care Excellence (NICE) definition and a PASC score ≥12. Estimates of PASC prevalence were stratified by age, sex, rural vs. urban setting, social lag quartiles, number of reinfections, vaccination status and periods of predominance of SARS-CoV-2 circulating variants. Determinants of PASC were assessed using log-binomial regression models adjusted by survey weights. Findings Persistent symptoms after SARS-CoV-2 infection were reported by 12.44% (95% CI 11.89-12.99) of adults ≥20 years in Mexico in 2022. The most common persistent symptoms were fatigue, musculoskeletal pain, headache, cough, loss of smell or taste, fever, post-exertional malaise, brain fog, anxiety, and chest pain. PASC was present in 21.21% (95% CI 19.74-22.68) of subjects with previously diagnosed COVID-19. Over 28.6% of patients with PASC reported symptoms persistence ≥6 months and 14.05% reported incapacitating symptoms. Higher PASC prevalence was associated with SARS-CoV-2 reinfections, depressive symptoms and living in states with high social lag. PASC prevalence, particularly its more severe forms, decreased with COVID-19 vaccination and for infections during periods of Omicron variant predominance. Interpretation PASC remains a significant public health burden in Mexico as the COVID-19 pandemic transitions into endemic. Promoting SARS-CoV-2 reinfection prevention and booster vaccination may be useful in reducing PASC burden. Funding This research was supported by Instituto Nacional de Geriatría in Mexico.
Collapse
Affiliation(s)
| | - Carlos A. Fermín-Martínez
- Research Division, Instituto Nacional de Geriatría, Mexico City, Mexico
- MD/PhD (PECEM) Program, Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Daniel Ramírez-García
- Research Division, Instituto Nacional de Geriatría, Mexico City, Mexico
- Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | | | | | - Martín Roberto Basile-Alvarez
- Research Division, Instituto Nacional de Geriatría, Mexico City, Mexico
- Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Paulina Sánchez-Castro
- Research Division, Instituto Nacional de Geriatría, Mexico City, Mexico
- Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Alejandra Núñez-Luna
- Research Division, Instituto Nacional de Geriatría, Mexico City, Mexico
- Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | | |
Collapse
|
9
|
Resta E, Cuscianna E, Pierucci P, Custodero C, Solfrizzi V, Sabbà C, Palmisano CM, Barratta F, De Candia ML, Tummolo MG, Capozza E, Lomuscio S, De Michele L, Tafuri S, Resta O, Lenato GM. Significant burden of post-COVID exertional dyspnoea in a South-Italy region: knowledge of risk factors might prevent further critical overload on the healthcare system. Front Public Health 2023; 11:1273853. [PMID: 38179561 PMCID: PMC10764627 DOI: 10.3389/fpubh.2023.1273853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 11/30/2023] [Indexed: 01/06/2024] Open
Abstract
Background Exertional dyspnoea in post-COVID syndrome is a debilitating manifestation, requiring appropriate comprehensive management. However, limited-resources healthcare systems might be unable to expand their healthcare-providing capacity and are expected to be overwhelmed by increasing healthcare demand. Furthermore, since post-COVID exertional dyspnoea is regarded to represent an umbrella term, encompassing several clinical conditions, stratification of patients with post-COVID exertional dyspnoea, depending on risk factors and underlying aetiologies might provide useful for healthcare optimization and potentially help relieve healthcare service from overload. Hence, we aimed to investigate the frequency, functional characterization, and predictors of post-COVID exertional dyspnoea in a large cohort of post-COVID patients in Apulia, Italy, at 3-month post-acute SARS-CoV-2 infection. Methods A cohort of laboratory-confirmed 318 patients, both domiciliary or hospitalized, was evaluated in a post-COVID Unit outpatient setting. Post-COVID exertional dyspnoea and other post-COVID syndrome manifestations were collected by medical history. Functional characterization of post-COVID exertional dyspnoea was performed through a 6-min walking test (6-mwt). The association of post-COVID exertional dyspnoea with possible risk factors was investigated through univariate and multivariate logistic regression analysis. Results At medical evaluation, post-COVID exertional dyspnoea was reported by as many as 190/318 patients (59.7%), showing relatively high prevalence also in domiciliary-course patients. However, functional characterization disclosed a 6-mwt-based desaturation walking drop in only 24.1% of instrumental post-COVID exertional dyspnoea patients. Multivariate analysis identified five independent predictors significantly contributing to PCED, namely post-COVID-fatigue, pre-existing respiratory co-morbidities, non-asthmatic allergy history, age, and acute-phase-dyspnoea. Sex-restricted multivariate analysis identified a differential risk pattern for males (pre-existing respiratory co-morbidities, age, acute-phase-dyspnoea) and females (post-COVID-fatigue and acute-phase-dyspnoea). Conclusion Our findings revealed that post-COVID exertional dyspnoea is characterized by relevant clinical burden, with potential further strain on healthcare systems, already weakened by pandemic waves. Sex-based subgroup analysis reveals sex-specific dyspnoea-underlying risk profiles and pathogenic mechanisms. Knowledge of sex-specific risk-determining factors might help optimize personalized care management and healthcare resources.
Collapse
Affiliation(s)
- Emanuela Resta
- University of Foggia – Doctorate School of Translational Medicine and Management of Health Systems, Foggia, Italy
| | - Eustachio Cuscianna
- Dipartimento Interdisciplinare di Medicina, Università degli Studi di Bari Aldo Moro, Bari, Italy
| | - Paola Pierucci
- Policlinico Hospital, University of Bari Aldo Moro – Respiratory Medicine Unit, Bari, Italy
| | - Carlo Custodero
- Policlinico Hospital – University of Bari Aldo Moro – “Frugoni” Internal Medicine and Geriatric Unit, Bari, Italy
| | - Vincenzo Solfrizzi
- Policlinico Hospital – University of Bari Aldo Moro – “Frugoni” Internal Medicine and Geriatric Unit, Bari, Italy
| | - Carlo Sabbà
- Policlinico Hospital – University of Bari Aldo Moro – “Frugoni” Internal Medicine and Geriatric Unit, Bari, Italy
| | - Chiara Maria Palmisano
- Policlinico Hospital – University of Bari Aldo Moro – “Frugoni” Internal Medicine and Geriatric Unit, Bari, Italy
| | - Federica Barratta
- “POC Central-SS. Annunziata-Moscati” Taranto Hospital – Pulmonology Unit, Taranto, Italy
| | | | | | - Elena Capozza
- Terlizzi “Sarcone” Hospital – Pulmonology and Respiratory Rehabilitation Unit, Terlizzi, Italy
| | - Sonia Lomuscio
- Department of Biomedicine and Prevention, Tor Vergata University of Rome, Rome, Italy
| | - Lucrezia De Michele
- Policlinico Hospital – University of Bari Aldo Moro – Cardiology Unit, Bari, Italy
| | - Silvio Tafuri
- Dipartimento Interdisciplinare di Medicina, Università degli Studi di Bari Aldo Moro, Bari, Italy
| | - Onofrio Resta
- Policlinico Hospital – University of Bari Aldo Moro – Post-COVID Unit Service of Respiratory Medicine, Bari, Italy
| | - Gennaro Mariano Lenato
- Policlinico Hospital – University of Bari Aldo Moro – “Frugoni” Internal Medicine and Geriatric Unit, Bari, Italy
| |
Collapse
|
10
|
Gagliotti C, Banchelli F, De Paoli A, Buttazzi R, Narne E, Ricchizzi E, Schievano E, Bellio S, Pitter G, Tonon M, Canziani LM, Rolli M, Tacconelli E, Berti E, Russo F, Moro ML. The incidence and risk factors of selected drug prescriptions and outpatient care after SARS-CoV-2 infection in low-risk subjects: a multicenter population-based cohort study. Front Public Health 2023; 11:1241401. [PMID: 37860802 PMCID: PMC10582710 DOI: 10.3389/fpubh.2023.1241401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 09/20/2023] [Indexed: 10/21/2023] Open
Abstract
Background Knowledge about the dynamics of transmission of SARS-CoV-2 and the clinical aspects of COVID-19 has steadily increased over time, although evidence of the determinants of disease severity and duration is still limited and mainly focused on older adult and fragile populations. Methods The present study was conceived and carried out in the Emilia-Romagna (E-R) and Veneto Regions, Italy, within the context of the EU's Horizon 2020 research project called ORCHESTRA (Connecting European Cohorts to increase common and effective response to SARS-CoV-2 pandemic) (www.orchestra-cohort.eu). The study has a multicenter retrospective population-based cohort design and aimed to investigate the incidence and risk factors of access to specific healthcare services (outpatient visits and diagnostics, drug prescriptions) during the post-acute phase from day-31 to day-365 after SARS-CoV-2 infection, in a healthy population at low risk of severe acute COVID-19. The study made use of previously recorded large-scale healthcare data available in the administrative databases of the two Italian Regions. The statistical analysis made use of methods for competing risks. Risk factors were assessed separately in the two Regions and results were pooled using random effects meta-analysis. Results There were 35,128 subjects in E-R and 88,881 in Veneto who were included in the data analysis. The outcome (access to selected health services) occurred in a high percentage of subjects in the post-acute phase (25% in E-R and 21% in Veneto). Outpatient care was observed more frequently than drug prescriptions (18% vs. 12% in E-R and 15% vs. 10% in Veneto). Risk factors associated with the outcome were female sex, age greater than 40 years, baseline risk of hospitalization and death, moderate to severe acute COVID-19, and acute extrapulmonary complications. Conclusion The outcome of interest may be considered as a proxy for long-term effects of COVID-19 needing clinical attention. Our data suggest that this outcome occurs in a substantial percentage of cases, even among a previously healthy population with low or mild severity of acute COVID-19. The study results provide useful insights into planning COVID-19-related services.
Collapse
Affiliation(s)
- Carlo Gagliotti
- Department of Innovation in Healthcare and Social Services, Emilia-Romagna Region, Bologna, Italy
| | - Federico Banchelli
- Department of Innovation in Healthcare and Social Services, Emilia-Romagna Region, Bologna, Italy
| | | | - Rossella Buttazzi
- Department of Innovation in Healthcare and Social Services, Emilia-Romagna Region, Bologna, Italy
| | | | - Enrico Ricchizzi
- Department of Innovation in Healthcare and Social Services, Emilia-Romagna Region, Bologna, Italy
| | | | | | | | - Michele Tonon
- Directorate of Prevention, Food Safety, and Veterinary Public Health, Venezia, Italy
| | | | - Maurizia Rolli
- Department of Innovation in Healthcare and Social Services, Emilia-Romagna Region, Bologna, Italy
| | - Evelina Tacconelli
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Elena Berti
- Department of Innovation in Healthcare and Social Services, Emilia-Romagna Region, Bologna, Italy
| | - Francesca Russo
- Directorate of Prevention, Food Safety, and Veterinary Public Health, Venezia, Italy
| | - Maria Luisa Moro
- Department of Innovation in Healthcare and Social Services, Emilia-Romagna Region, Bologna, Italy
| |
Collapse
|
11
|
Honchar O, Ashcheulova T. Spontaneous physical functional recovery after hospitalization for COVID-19: insights from a 1 month follow-up and a model to predict poor trajectory. Front Med (Lausanne) 2023; 10:1212678. [PMID: 37547607 PMCID: PMC10399450 DOI: 10.3389/fmed.2023.1212678] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 07/07/2023] [Indexed: 08/08/2023] Open
Abstract
Background Long COVID syndrome has emerged as a new global healthcare challenge, with impaired physical performance being a prominent debilitating factor. Cardiopulmonary rehabilitation is a mainstay of management of symptomatic post-COVID patients, and optimization of candidate selection might allow for more effective use of available resources. Methods In order to study the natural dynamics and to identify predictors of physical functional recovery following hospitalization for COVID-19, 6 min walk test was performed pre-discharge in 176 patients (40% hypertensive, 53% female, mean age 53.2 ± 13.5 years) with re-evaluation at 1 month. Results Six min walk distance and the reached percent of predicted distance (6MWD%) were suboptimal at both visits-396 ± 71 m (68.7 ± 12.4%) pre-discharge and 466 ± 65 m (81.8 ± 13.6%) at 1 month. Associated changes included significant oxygen desaturation (2.9 ± 2.5 and 2.3 ± 2.2%, respectively) and insufficient increment of heart rate during the test (24.9 ± 17.5 and 28.2 ± 12.0 bpm) that resulted in low reached percent of individual maximum heart rate (61.1 ± 8.1 and 64.3 ± 8.2%). Automatic clusterization of the study cohort by the 6MWD% changes has allowed to identify the subgroup of patients with poor "low base-low increment" trajectory of spontaneous post-discharge recovery that were characterized by younger age (38.2 ± 11.0 vs. 54.9 ± 12.1, p < 0.001) but more extensive pulmonary involvement by CT (43.7 ± 8.8 vs. 29.6 ± 19.4%, p = 0.029) and higher peak ESR values (36.5 ± 9.7 vs. 25.6 ± 12.8, p < 0.001). Predictors of poor recovery in multivariate logistic regression analysis included age, peak ESR, eGFR, percentage of pulmonary involvement by CT, need for in-hospital oxygen supplementation, SpO2 and mMRC dyspnea score pre-discharge, and history of hypertension. Conclusion COVID-19 survivors were characterized by decreased physical performance pre-discharge as assessed by the 6 min walk test and did not completely restore their functional status after 1 month of spontaneous recovery, with signs of altered blood oxygenation and dysautonomia contributing to the observed changes. Patients with poor "low base-low increment" trajectory of post-discharge recovery were characterized by younger age but more extensive pulmonary involvement and higher peak ESR values. Poor post-discharge recovery in the study cohort was predictable by the means of machine learning-based classification model that used age, history of hypertension, need for oxygen supplementation, and ESR as inputs.
Collapse
|
12
|
AlRasheed MM, Al-Aqeel S, Aboheimed GI, AlRasheed NM, Abanmy NO, Alhamid GA, Alnemari HM, Alkhowaiter S, Alharbi AR, Khurshid F, Trabelsi K, Jahrami HA, BaHammam AS. Quality of Life, Fatigue, and Physical Symptoms Post-COVID-19 Condition: A Cross-Sectional Comparative Study. Healthcare (Basel) 2023; 11:healthcare11111660. [PMID: 37297800 DOI: 10.3390/healthcare11111660] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 05/30/2023] [Accepted: 06/03/2023] [Indexed: 06/12/2023] Open
Abstract
The magnitude of post-COVID-19 syndrome was not thoroughly investigated. This study evaluated the quality of life and persistence of fatigue and physical symptoms of individuals post-COVID-19 compared with noninfected controls. The study included 965 participants; 400 had previous COVID-19 disease and 565 controls without COVID-19. The questionnaire collected data on comorbidities, COVID-19 vaccination, general health questions, and physical symptoms, in addition to validated measures of quality of life (SF-36 scale), fatigue (fatigue severity scale, FSS), and dyspnea grade. COVID-19 participants complained more frequently of weakness, muscle pain, respiratory symptoms, voice disorders, imbalance, taste and smell loss, and menstrual problems compared to the controls. Joint symptoms, tingling, numbness, hypo/hypertension, sexual dysfunction, headache, bowel, urinary, cardiac, and visual symptoms did not differ between groups. Dyspnea grade II-IV did not differ significantly between groups (p = 0.116). COVID-19 patients scored lower on the SF-36 domains of role physical (p = 0.045), vitality (p < 0.001), reported health changes (p < 0.001), and mental-components summary (p = 0.014). FSS scores were significantly higher in COVID-19 participants (3 (1.8-4.3) vs. 2.6 (1.4-4); p < 0.001). COVID-19 effects could persist beyond the acute infection phase. These effects include changes in quality of life, fatigue, and persistence of physical symptoms.
Collapse
Affiliation(s)
- Maha M AlRasheed
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Sinaa Al-Aqeel
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Ghada I Aboheimed
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Noura M AlRasheed
- General Administration of School Health, Ministry of Health, Riyadh 11451, Saudi Arabia
| | - Norah Othman Abanmy
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Ghadeer Abdulaziz Alhamid
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Hadeel Mohammed Alnemari
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Saad Alkhowaiter
- Department of Medicine, Gastroenterology Division, College of Medicine, King Saud University, Riyadh 11451, Saudi Arabia
| | - Abdullah Rashed Alharbi
- Department of Medicine, Pulmonary Division, College of Medicine, King Saud University, Riyadh 11451, Saudi Arabia
| | - Fowad Khurshid
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Khaled Trabelsi
- High Institute of Sport and Physical Education of Sfax, University of Sfax, Sfax 3000, Tunisia
- Research Laboratory: Education, Motricity, Sport and Health, EM2S, LR19JS01, University of Sfax, Sfax 3000, Tunisia
| | - Haitham A Jahrami
- Government Hospitals, Manama 323, Bahrain
- College of Medicine and Medical Sciences, Arabian Gulf University, Manama 323, Bahrain
| | - Ahmed S BaHammam
- Department of Medicine, College of Medicine, University Sleep Disorders Center, King Saud University, Riyadh 11451, Saudi Arabia
| |
Collapse
|