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Gao S, Liang X, Pan Z, Zhang X, Zhang L. Effect size estimates of risk factors for post-intensive care syndrome: A systematic review and meta-analysis. Intensive Crit Care Nurs 2025; 87:103888. [PMID: 39561481 DOI: 10.1016/j.iccn.2024.103888] [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: 03/17/2024] [Revised: 08/26/2024] [Accepted: 10/28/2024] [Indexed: 11/21/2024]
Abstract
OBJECTIVE To provide updated evidence on the risk factors and accurately quantify the effect size of the risk factors associated with post-intensive care syndrome (PICS), encompassing cognitive, mental, physical and socio-economic domains. RESEARCH METHODOLOGY We conducted a systematic review of literature from January 2010 to October 2023. The meta-analysis was conducted to calculate an effect size for every risk factor, and odds ratio and 95% confidence intervals were used as summary statistics. RESULTS Of 67,468 retrieved studies, 160 were included in qualitative synthesis, 102 were included in quantitative synthesis. A total of 60 factors were identified, categorized into 17 person-related, 23 disease-related and 20 ICU-related categories. The strongest correlations with cognitive health were observed for previous cognitive problems, sedatives and delirium. Factors most strongly correlated with mental health included previous mental problems, delirium, lack of social support, illicit drug and bad experience in ICU. The strongest correlations with physical health involved previous mental problem, delirium, organ dysfunction of neurologic and respiratory support. For socio-economic domains, older age and female were identified as significant risk factors. CONCLUSIONS This systematic review and meta-analysis identified and quantified the person, disease, and ICU-related risk factors associated with PICS. These findings may enable clinicians to better recognize the patient at high risk for PICS at an early stage during their stay in ICU. IMPLICATIONS FOR CLINICAL PRACTICE A thorough investigation of risk factors across the four domains of PICS is necessary to gain a holistic understanding. The identification and integration of risk factors associated with PICS empower critical care multidisciplinary teams to optimize management strategies, thereby assisting ICU survivors a better recovery. Since multiple risk factors may be simultaneously associated with the four domains of post-intensive care syndrome, it is imperative to develop a comprehensive prediction algorithm.
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Affiliation(s)
- Shuang Gao
- Shandong First Medical University (Shandong Academy of Medical Sciences), Jinan, Shandong 250000, China
| | - Xifeng Liang
- Shandong Second Medical University, Weifang, Shandong 261000, China
| | - Zhixiu Pan
- Shandong First Medical University (Shandong Academy of Medical Sciences), Jinan, Shandong 250000, China
| | - Xiuping Zhang
- Jining Medical University, Jining, Shandong 272000, China
| | - Liwen Zhang
- Department of Critical Care Medicine, Affiliated Hospital of Jining Medical University, Jining, Shandong 272000, China.
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Dal-Pizzol F, Kluwe-Schiavon B, Dal-Pizzol HR, da Silveira Prestes G, Dominguini D, Girardi CS, Santos L, Moreira JCF, Gelain DP, Walz R, Barichello T, Ritter C. Association of systemic inflammation and long-term dysfunction in COVID-19 patients: A prospective cohort. Psychoneuroendocrinology 2025; 172:107269. [PMID: 39778322 PMCID: PMC12045274 DOI: 10.1016/j.psyneuen.2024.107269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Revised: 12/19/2024] [Accepted: 12/22/2024] [Indexed: 01/11/2025]
Abstract
COVID-19 has significant long-term impacts, including a chronic syndrome known as long-COVID, characterized by persistent symptoms post-recovery. The inflammatory response during acute infection is hypothesized to influence long-term outcomes. This study aimed to identify inflammatory biomarkers predictive of functional outcomes one year after hospital discharge. A prospective cohort study was conducted with 213 COVID-19 patients admitted to ICUs in Southern Brazil between June and November 2020. After exclusions and follow-ups, 109 patients were evaluated for one-year post-discharge. Plasma levels of Th1 (TNF-α, INF-γ, IL-12), Th2 (IL-4, IL-5, IL-6, IL-10, IL-13), and Th17 (IL-17, IL-22) cytokines were measured. Functional outcomes in psychiatric, cognitive, general health, and health perception domains were assessed. Statistical analyses included multivariate regression, regularized partial correlation network analysis, and K-means clustering. We demonstrate that plasma levels of various cytokines, along with demographic and clinical characteristics, can predict four distinct domains of functional outcomes one year following hospital discharge due to COVID-19 and that an hyperinflammatory phenotype was associated with the occurrence of a worse in psychiatric, general health, and health perception domains. The network analysis highlighted complex interconnections among immune markers and clinical variables, elucidating their roles in long-term health. These findings support using biomarkers for patient stratification and indicate potential targets for therapeutic interventions.
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Affiliation(s)
- Felipe Dal-Pizzol
- Laboratory of Experimental Physiopathology, Graduate Program in Health Sciences, Health Sciences Unit, University of Southern Santa Catarina, Criciuma, SC, Brazil; Hospital São José Research Center, Criciúma, SC, Brazil.
| | - Bruno Kluwe-Schiavon
- Translational Psychiatry Program, Faillace Department of Psychiatry and Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), Houston, TX 77054, USA
| | - Henrique Ritter Dal-Pizzol
- Center of Oxidative Stress Studies, Department of Biochemistry, Institute of Basic Health Sciences, Federal University of Rio Grande do Sul - UFRGS, Porto Alegre 90035-003, Brazil
| | - Gabriele da Silveira Prestes
- Laboratory of Experimental Physiopathology, Graduate Program in Health Sciences, Health Sciences Unit, University of Southern Santa Catarina, Criciuma, SC, Brazil
| | - Diogo Dominguini
- Laboratory of Experimental Physiopathology, Graduate Program in Health Sciences, Health Sciences Unit, University of Southern Santa Catarina, Criciuma, SC, Brazil
| | - Carolina Saibro Girardi
- Center of Oxidative Stress Studies, Department of Biochemistry, Institute of Basic Health Sciences, Federal University of Rio Grande do Sul - UFRGS, Porto Alegre 90035-003, Brazil
| | - Lucas Santos
- Center of Oxidative Stress Studies, Department of Biochemistry, Institute of Basic Health Sciences, Federal University of Rio Grande do Sul - UFRGS, Porto Alegre 90035-003, Brazil
| | - José Cláudio Fonseca Moreira
- Center of Oxidative Stress Studies, Department of Biochemistry, Institute of Basic Health Sciences, Federal University of Rio Grande do Sul - UFRGS, Porto Alegre 90035-003, Brazil
| | - Daniel Pens Gelain
- Center of Oxidative Stress Studies, Department of Biochemistry, Institute of Basic Health Sciences, Federal University of Rio Grande do Sul - UFRGS, Porto Alegre 90035-003, Brazil
| | - Roger Walz
- Center for Applied Neuroscience, University Hospital (HU), Federal University of Santa Catarina (UFSC), Florianópolis, SC, Brazil; Neurology Division, Department of Internal Medicine, University Hospital, Federal University of Santa Catarina (UFSC), Florianópolis, SC, Brazil
| | - Tatiana Barichello
- Translational Psychiatry Program, Faillace Department of Psychiatry and Behavioral Sciences, McGovern Medical School, University of Texas Health Science Center at Houston (UTHealth), Houston, TX 77054, USA
| | - Cristiane Ritter
- Laboratory of Experimental Physiopathology, Graduate Program in Health Sciences, Health Sciences Unit, University of Southern Santa Catarina, Criciuma, SC, Brazil; Hospital São José Research Center, Criciúma, SC, Brazil
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Gusmao-Flores D, Barreto BB, Rosa RG. From critical care units to postacute care facilities: the sooner, the better? CRITICAL CARE SCIENCE 2024; 36:e20240145en. [PMID: 39194036 PMCID: PMC11463977 DOI: 10.62675/2965-2774.20240145-en] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Subscribe] [Scholar Register] [Received: 05/04/2024] [Accepted: 05/08/2024] [Indexed: 08/29/2024]
Affiliation(s)
- Dimitri Gusmao-Flores
- Hospital da MulherIntensive Care UnitSalvadorBABrazilIntensive Care Unit, Hospital da Mulher - Salvador (BA), Brazil.
- Universidade Federal da BahiaFaculdade de Medicina da BahiaSalvadorBABrazilPostgraduate Program in Medicine and Health, Faculdade de Medicina da Bahia, Universidade Federal da Bahia - Salvador (BA), Brazil.
| | - Bruna Brandão Barreto
- Hospital da MulherIntensive Care UnitSalvadorBABrazilIntensive Care Unit, Hospital da Mulher - Salvador (BA), Brazil.
- Universidade Federal da BahiaFaculdade de Medicina da BahiaSalvadorBABrazilPostgraduate Program in Medicine and Health, Faculdade de Medicina da Bahia, Universidade Federal da Bahia - Salvador (BA), Brazil.
| | - Regis Goulart Rosa
- Hospital Moinhos de VentoInternal Medicine DepartmentPorto AlegreRSBrazilInternal Medicine Department, Hospital Moinhos de Vento - Porto Alegre (RS), Brazil.
- Brazilian Research in Intensive Care NetworkSão PauloSPBrazilBrazilian Research in Intensive Care Network (BRICNet) - São Paulo (SP), Brazil.
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Shafqat A, Masters MC, Tripathi U, Tchkonia T, Kirkland JL, Hashmi SK. Long COVID as a disease of accelerated biological aging: An opportunity to translate geroscience interventions. Ageing Res Rev 2024; 99:102400. [PMID: 38945306 DOI: 10.1016/j.arr.2024.102400] [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: 04/21/2024] [Revised: 06/12/2024] [Accepted: 06/27/2024] [Indexed: 07/02/2024]
Abstract
It has been four years since long COVID-the protracted consequences that survivors of COVID-19 face-was first described. Yet, this entity continues to devastate the quality of life of an increasing number of COVID-19 survivors without any approved therapy and a paucity of clinical trials addressing its biological root causes. Notably, many of the symptoms of long COVID are typically seen with advancing age. Leveraging this similarity, we posit that Geroscience-which aims to target the biological drivers of aging to prevent age-associated conditions as a group-could offer promising therapeutic avenues for long COVID. Bearing this in mind, this review presents a translational framework for studying long COVID as a state of effectively accelerated biological aging, identifying research gaps and offering recommendations for future preclinical and clinical studies.
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Affiliation(s)
- Areez Shafqat
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia.
| | - Mary Clare Masters
- Division of Infectious Diseases, Northwestern University, Chicago, IL, USA
| | - Utkarsh Tripathi
- Robert and Arlene Kogod Center on Aging, Mayo Clinic, Rochester, MN, USA
| | - Tamara Tchkonia
- Robert and Arlene Kogod Center on Aging, Mayo Clinic, Rochester, MN, USA; Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA
| | - James L Kirkland
- Robert and Arlene Kogod Center on Aging, Mayo Clinic, Rochester, MN, USA; Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA; Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Shahrukh K Hashmi
- Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA; Research and Innovation Center, Department of Health, Abu Dhabi, UAE; College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, United Arab Emirates
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Finsterer J, Scorza FA. To: Biomarkers of neuropsychiatric dysfunction in intensive care unit survivors: a prospective cohort study. CRITICAL CARE SCIENCE 2024; 36:e20240260en. [PMID: 38922239 PMCID: PMC11152440 DOI: 10.62675/2965-2774.20240260-en] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 11/03/2023] [Indexed: 06/27/2024]
Affiliation(s)
- Josef Finsterer
- Neurology and Neurophysiology CenterViennaAustriaNeurology and Neurophysiology Center - Vienna, Austria.
| | - Fulvio Alexandre Scorza
- Universidade Federal de São PauloEscola Paulista de MedicinaDisciplina de NeurociênciaSão PauloSPBrazilDisciplina de Neurociência, Escola Paulista de Medicina, Universidade Federal de São Paulo - São Paulo (SP), Brazil.
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Dal-Pizzol F, Coelho A, Simon CS, Michels M, Corneo E, Jeremias A, Damásio D, Ritter C. Prophylactic Minocycline for Delirium in Critically Ill Patients: A Randomized Controlled Trial. Chest 2024; 165:1129-1138. [PMID: 38043911 DOI: 10.1016/j.chest.2023.11.041] [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: 07/13/2023] [Revised: 11/20/2023] [Accepted: 11/21/2023] [Indexed: 12/05/2023] Open
Abstract
BACKGROUND Delirium is a potentially severe form of acute encephalopathy. Minocycline has neuroprotective effects in animal models of neurologic diseases; however, data from human studies remain scarce. RESEARCH QUESTION Does the neuroprotective effect of minocycline prevent delirium occurrence in critically ill patients? STUDY DESIGN AND METHODS This study was a randomized, placebo-controlled, double-anonymized trial conducted in four ICUs. Patients aged 18 years or older were eligible and randomized to receive minocycline (100 mg, twice daily) or placebo. The primary outcome was delirium incidence within 28 days or before ICU discharge. Secondary outcomes included days in delirium during ICU stay, delirium/coma-free days, length of mechanical ventilation, ICU length of stay, ICU mortality, and hospital mortality. The kinetics of various inflammatory (IL-1β, IL-6, IL-10, and C-reactive protein) and brain-related biomarkers (brain-derived neurotrophic factor and S100B) were used as exploratory outcomes. RESULTS A total of 160 patients were randomized, but one patient in the placebo group died before treatment; thus the data from 159 patients were analyzed (minocycline, n = 84; placebo, n = 75). After the COVID-19 pandemic it was decided to stop patient inclusion early. There was a small but significant decrease in delirium incidence: 17 patients (20%) in the minocycline arm compared with 26 patients (35%) in the placebo arm (P = .043). No other delirium-related outcomes were modified by minocycline treatment. Unexpectedly, there was a significant decrease in hospital mortality (39% vs. 23%; P = .029). Among all analyzed biomarkers, only plasma levels of C-reactive protein decreased significantly after minocycline treatment (F = 0.75, P = .78, within time; F = 4.09, P = .045, group × time). INTERPRETATION Our findings in this rather small study signal a possible positive effect of minocycline on delirium incidence. Further studies are needed to confirm the benefits of this drug as a preventive measure in critically ill patients. CLINICAL TRIAL REGISTRATION ClinicalTrials.gov; No.: NCT04219735; URL: www. CLINICALTRIALS gov.
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Affiliation(s)
- Felipe Dal-Pizzol
- Laboratory of Experimental Pathophysiology, Graduate Program in Health Sciences, Universidade do Extremo Sul Catarinense, Criciúma, Brazil; Intensive Care Unit, São José Hospital, Criciúma, Brazil; São José Hospital Research Center, Criciúma, Brazil.
| | - André Coelho
- Laboratory of Experimental Pathophysiology, Graduate Program in Health Sciences, Universidade do Extremo Sul Catarinense, Criciúma, Brazil; Intensive Care Unit, São José Hospital, Criciúma, Brazil
| | - Carla S Simon
- Laboratory of Experimental Pathophysiology, Graduate Program in Health Sciences, Universidade do Extremo Sul Catarinense, Criciúma, Brazil
| | - Monique Michels
- Laboratory of Experimental Pathophysiology, Graduate Program in Health Sciences, Universidade do Extremo Sul Catarinense, Criciúma, Brazil
| | - Emily Corneo
- Laboratory of Experimental Pathophysiology, Graduate Program in Health Sciences, Universidade do Extremo Sul Catarinense, Criciúma, Brazil
| | | | | | - Cristiane Ritter
- Laboratory of Experimental Pathophysiology, Graduate Program in Health Sciences, Universidade do Extremo Sul Catarinense, Criciúma, Brazil; Intensive Care Unit, São José Hospital, Criciúma, Brazil
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