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Marques KC, Quaresma JAS, Falcão LFM. Cardiovascular autonomic dysfunction in "Long COVID": pathophysiology, heart rate variability, and inflammatory markers. Front Cardiovasc Med 2023; 10:1256512. [PMID: 37719983 PMCID: PMC10502909 DOI: 10.3389/fcvm.2023.1256512] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 08/18/2023] [Indexed: 09/19/2023] Open
Abstract
Long COVID is characterized by persistent signs and symptoms that continue or develop for more than 4 weeks after acute COVID-19 infection. Patients with Long COVID experience a cardiovascular autonomic imbalance known as dysautonomia. However, the underlying autonomic pathophysiological mechanisms behind this remain unclear. Current hypotheses include neurotropism, cytokine storms, and inflammatory persistence. Certain immunological factors indicate autoimmune dysfunction, which can be used to identify patients at a higher risk of Long COVID. Heart rate variability can indicate autonomic imbalances in individuals suffering from Long COVID, and measurement is a non-invasive and low-cost method for assessing cardiovascular autonomic modulation. Additionally, biochemical inflammatory markers are used for diagnosing and monitoring Long COVID. These inflammatory markers can be used to improve the understanding of the mechanisms driving the inflammatory response and its effects on the sympathetic and parasympathetic pathways of the autonomic nervous system. Autonomic imbalances in patients with Long COVID may result in lower heart rate variability, impaired vagal activity, and substantial sympathovagal imbalance. New research on this subject must be encouraged to enhance the understanding of the long-term risks that cardiovascular autonomic imbalances can cause in individuals with Long COVID.
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Affiliation(s)
| | - Juarez Antônio Simões Quaresma
- Center for Biological Health Sciences, State University of Pará (UEPA), Belém, Brazil
- School of Medicine, São Paulo University (USP), São Paulo, Brazil
- Tropical Medicine Center, Federal University of Pará (UFPA), Belém, Brazil
| | - Luiz Fábio Magno Falcão
- Center for Biological Health Sciences, State University of Pará (UEPA), Belém, Brazil
- School of Medicine, São Paulo University (USP), São Paulo, Brazil
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Hung KC, Huang YT, Chang YJ, Yu CH, Wang LK, Wu CY, Liu PH, Chiu SF, Sun CK. Association between Fibrinogen-to-Albumin Ratio and Prognosis of Hospitalized Patients with COVID-19: A Systematic Review and Meta-Analysis. Diagnostics (Basel) 2022; 12:diagnostics12071678. [PMID: 35885582 PMCID: PMC9317445 DOI: 10.3390/diagnostics12071678] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 07/06/2022] [Accepted: 07/09/2022] [Indexed: 01/08/2023] Open
Abstract
Although the fibrinogen-to-albumin ratio (F/R ratio) has been used as an inflammation marker to predict clinical outcomes in patients with cardiovascular diseases, its association with the prognosis of patients with coronavirus disease 2019 (COVID-19) remains unclear. Electronic databases including EMBASE, MEDLINE, Google Scholar, and Cochrane Library were searched from inception to 20 June 2022. The associations of F/R ratio with poor prognosis (defined as the occurrence of mortality or severe disease) were investigated in patients with COVID-19. A total of 10 studies (seven from Turkey, two from China, one from Croatia) involving 3675 patients published between 2020 and 2022 were eligible for quantitative syntheses. Merged results revealed a higher F/R ratio in the poor prognosis group (standardized mean difference: 0.529, p < 0.001, I2 = 84.8%, eight studies) than that in the good prognosis group. In addition, a high F/R ratio was associated with an increased risk of poor prognosis (odds ratio: 2.684, I2 = 59.5%, five studies). Pooled analysis showed a sensitivity of 0.75, specificity of 0.66, and area under curve of 0.77 for poor prognosis prediction. In conclusion, this meta-analysis revealed a positive correlation between F/A ratio and poor prognostic outcomes of COVID-19. Because of the limited number of studies included, further investigations are warranted to support our findings.
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Affiliation(s)
- Kuo-Chuan Hung
- Department of Anesthesiology, Chi Mei Medical Center, Tainan City 71004, Taiwan; (K.-C.H.); (Y.-J.C.); (C.-H.Y.); (L.-K.W.); (C.-Y.W.)
- Department of Hospital and Health Care Administration, College of Recreation and Health Management, Chia Nan University of Pharmacy and Science, Tainan City 71710, Taiwan
| | - Yen-Ta Huang
- Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan City 70101, Taiwan;
| | - Ying-Jen Chang
- Department of Anesthesiology, Chi Mei Medical Center, Tainan City 71004, Taiwan; (K.-C.H.); (Y.-J.C.); (C.-H.Y.); (L.-K.W.); (C.-Y.W.)
- Department of Recreation and Health-Care Management, College of Recreation and Health Management, Chia Nan University of Pharmacy and Science, Tainan City 71710, Taiwan
| | - Chia-Hung Yu
- Department of Anesthesiology, Chi Mei Medical Center, Tainan City 71004, Taiwan; (K.-C.H.); (Y.-J.C.); (C.-H.Y.); (L.-K.W.); (C.-Y.W.)
| | - Li-Kai Wang
- Department of Anesthesiology, Chi Mei Medical Center, Tainan City 71004, Taiwan; (K.-C.H.); (Y.-J.C.); (C.-H.Y.); (L.-K.W.); (C.-Y.W.)
- Department of Hospital and Health Care Administration, College of Recreation and Health Management, Chia Nan University of Pharmacy and Science, Tainan City 71710, Taiwan
| | - Chung-Yi Wu
- Department of Anesthesiology, Chi Mei Medical Center, Tainan City 71004, Taiwan; (K.-C.H.); (Y.-J.C.); (C.-H.Y.); (L.-K.W.); (C.-Y.W.)
| | - Ping-Hsin Liu
- Department of Anesthesiology, E-Da Hospital, Kaohsiung City 82445, Taiwan;
| | - Sheng-Fu Chiu
- Department of Oral and Maxillofacial Surgery, Chi Mei Medical Center, Liouying, Tainan City 73657, Taiwan
- Correspondence: (S.-F.C.); (C.-K.S.)
| | - Cheuk-Kwan Sun
- Department of Emergency Medicine, E-Da Hospital, Kaohsiung City 82445, Taiwan
- College of Medicine, I-Shou University, Kaohsiung City 84001, Taiwan
- Correspondence: (S.-F.C.); (C.-K.S.)
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Hung KC, Ko CC, Wang LK, Liu PH, Chen IW, Huang YT, Sun CK. Association of Prognostic Nutritional Index with Severity and Mortality of Hospitalized Patients with COVID-19: A Systematic Review and Meta-Analysis. Diagnostics (Basel) 2022; 12:diagnostics12071515. [PMID: 35885421 PMCID: PMC9322949 DOI: 10.3390/diagnostics12071515] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 06/17/2022] [Accepted: 06/19/2022] [Indexed: 01/08/2023] Open
Abstract
The associations of prognostic nutritional index (PNI) with disease severity and mortality in patients with coronavirus disease 2019 (COVID-19) remain unclear. Electronic databases, including MEDLINE, EMBASE, Google scholar, and Cochrane Library, were searched from inception to 10 May 2022. The associations of PNI with risk of mortality (primary outcome) and disease severity (secondary outcome) were investigated. Merged results from meta-analysis of 13 retrospective studies (4204 patients) published between 2020 and 2022 revealed a lower PNI among patients in the mortality group [mean difference (MD): −8.65, p < 0.001] or severity group (MD: −5.19, p < 0.001) compared to those in the non-mortality or non-severity groups. A per-point increase in PNI was associated with a reduced risk of mortality [odds ratio (OR) = 0.84, 95% CI: 0.79 to 0.9, p < 0.001, I2 = 67.3%, seven studies] and disease severity (OR = 0.84, 95% CI: 0.77 to 0.92, p < 0.001, I2 = 83%, five studies). The pooled diagnostic analysis of mortality yielded a sensitivity of 0.76, specificity of 0.71, and area under curve (AUC) of 0.79. Regarding the prediction of disease severity, the sensitivity, specificity, and AUC were 0.8, 0.61, and 0.65, respectively. In conclusion, this study demonstrated a negative association between PNI and prognosis of COVID-19. Further large-scale trials are warranted to support our findings.
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Affiliation(s)
- Kuo-Chuan Hung
- Department of Anesthesiology, Chi Mei Medical Center, Tainan City 71004, Taiwan; (K.-C.H.); (L.-K.W.)
- Department of Hospital and Health Care Administration, College of Recreation and Health Management, Chia Nan University of Pharmacy and Science, Tainan City 71710, Taiwan
| | - Ching-Chung Ko
- Department of Medical Imaging, Chi Mei Medical Center, Tainan City 71004, Taiwan;
- Department of Health and Nutrition, Chia Nan University of Pharmacy and Science, Tainan City 71710, Taiwan
- Institute of Biomedical Sciences, National Sun Yat-sen University, Kaohsiung City 80424, Taiwan
| | - Li-Kai Wang
- Department of Anesthesiology, Chi Mei Medical Center, Tainan City 71004, Taiwan; (K.-C.H.); (L.-K.W.)
- Department of Hospital and Health Care Administration, College of Recreation and Health Management, Chia Nan University of Pharmacy and Science, Tainan City 71710, Taiwan
| | - Ping-Hsin Liu
- Department of Anesthesiology, E-Da Hospital, Kaohsiung City 82445, Taiwan;
| | - I-Wen Chen
- Department of Anesthesiology, Chi Mei Hospital, Liouying, Tainan City 710402, Taiwan
- Correspondence: (I.-W.C.); (Y.-T.H.); (C.-K.S.)
| | - Yen-Ta Huang
- Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan City 70101, Taiwan
- Correspondence: (I.-W.C.); (Y.-T.H.); (C.-K.S.)
| | - Cheuk-Kwan Sun
- Department of Emergency Medicine, E-Da Hospital, Kaohsiung City 82445, Taiwan
- College of Medicine, I-Shou University, Kaohsiung City 84001, Taiwan
- Correspondence: (I.-W.C.); (Y.-T.H.); (C.-K.S.)
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