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      Study on the correlation between lifestyle and negative conversion time in patients diagnosed with coronavirus disease (COVID-19): a retrospective cohort study

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          Abstract

          Background

          As of early December 2022, China eased the coronavirus disease (COVID-19) restriction, affecting over 80% of the country’s population and posing a severe threat to public health. Previous studies mostly focused factors on the severity/mortality rate of hospitalized COVID-19 patients, but limited studies explored factors associated with virus-negative conversion, particularly lifestyles. Therefore, the aim of our study was to analyze the correlation between lifestyle factors and the negative conversion time in COVID-19 patients.

          Methods

          We recruited individuals aged 18 years or older who had a clear time record for both the diagnosis and negative conversion of COVID-19 and completed the electronic questionnaire with no missing data. Dietary data collected from the questionnaire was analyzed using exploratory factor analysis to establish dietary patterns. Age segmentation was performed using restricted cubic spline (RCS) plots. The association between lifestyle factors and the time to negative conversion in different age groups, was assessed using Kaplan-Meier plots and Cox regression analysis.

          Result

          Out of 514 participants, all achieved viral negative conversion within a median time of 11 days. Based on nutrient intake, we identified four dietary patterns. The relationship between age and negative conversion rate, as depicted by RCS plots, exhibited an inverted “U” shape. We categorized age into three segments: <35 years, 35–45 years, and ≥ 45 years. For individuals under 35, our study indicated that a higher protein intake was linked to a faster recovery among COVID-19 patients, while medical staff or those receiving prescription treatments exhibited a slower recovery rate ( P < 0.05). The 35 ~ 45 age group showed that adequate sleep and physical exercise were associated with a shorter time to negative conversion, whereas southern regions and a higher intake of carbohydrates were related with a longer conversion time ( P < 0.05). Among individuals aged ≥ 45 years, the negative conversion time was primarily associated with physical exercise and being a medical staff member( P < 0.05).

          Conclusion

          Our research suggests that adequate sleep, physical exercise and a higher protein intake can help alleviate COVID-19 symptoms, while a higher level of carbohydrates intake may hinder recovery from COVID-19.

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          Most cited references35

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          World Health Organization declares global emergency: A review of the 2019 novel coronavirus (COVID-19)

          An unprecedented outbreak of pneumonia of unknown aetiology in Wuhan City, Hubei province in China emerged in December 2019. A novel coronavirus was identified as the causative agent and was subsequently termed COVID-19 by the World Health Organization (WHO). Considered a relative of severe acute respiratory syndrome (SARS) and Middle East respiratory syndrome (MERS), COVID-19 is caused by a betacoronavirus named SARS-CoV-2 that affects the lower respiratory tract and manifests as pneumonia in humans. Despite rigorous global containment and quarantine efforts, the incidence of COVID-19 continues to rise, with 90,870 laboratory-confirmed cases and over 3,000 deaths worldwide. In response to this global outbreak, we summarise the current state of knowledge surrounding COVID-19.
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            Characteristics of SARS-CoV-2 and COVID-19

            Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a highly transmissible and pathogenic coronavirus that emerged in late 2019 and has caused a pandemic of acute respiratory disease, named ‘coronavirus disease 2019’ (COVID-19), which threatens human health and public safety. In this Review, we describe the basic virology of SARS-CoV-2, including genomic characteristics and receptor use, highlighting its key difference from previously known coronaviruses. We summarize current knowledge of clinical, epidemiological and pathological features of COVID-19, as well as recent progress in animal models and antiviral treatment approaches for SARS-CoV-2 infection. We also discuss the potential wildlife hosts and zoonotic origin of this emerging virus in detail.
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              Outbreak of pneumonia of unknown etiology in Wuhan, China: The mystery and the miracle

              Since December 2019, a total of 41 cases of pneumonia of unknown etiology have been confirmed in Wuhan city, Hubei Province, China. Wuhan city is a major transportation hub with a population of more than 11 million people. Most of the patients visited a local fish and wild animal market last month. At a national press conference held today, Dr Jianguo Xu, an academician of the Chinese Academy of Engineering, who led a scientific team announced that a new‐type coronavirus, tentatively named by World Health Organization as the 2019‐new coronavirus (2019‐nCoV), had caused this outbreak. 1 The 2019‐nCoV has a different coronavirus‐specific nucleic acid sequence from known human coronavirus species, which are similar to some of the beta coronaviruses identified in bats. 2 , 3 The virus‐specific nucleic acid sequences were detected in lung fluid, blood and throat swab samples in 15 patients and the virus that was isolated showed a typical coronavirus appearance under electron microscopy. Further research will be conducted to better understand the new coronavirus to develop antiviral agents and vaccines. 4 We applauded the excellent job that has been done so far. The infection was first described in December. Within 9 days, a special team consisted of physicians, scientists and epidemiologists who ruled out several extremely contagious pathogens including SARS, which killed hundreds of people more than a decade ago, and MERS. This has surely alleviated environmental concerns as Hong Kong authorities had quickly stepped up the disinfection of trains and airplanes and checks of passengers due to this outbreak. Most of the patients visited the fish and wild animal market last month in Wuhan. This fish and wild animal market also sold live animals such as poultry, bats, marmots, and snakes. All patients received prompt supportive treatment in quarantine. Among them, seven patients were in serious condition and one patient died. All of the 42 patients so far confirmed were from China except one Thailand patient who was a traveler from Wuhan. Eight patients have been cured of the disease and were discharged from the hospital last week. The 2019‐nCoV now have been isolated from multiple patients and appears to be the culprit. But the mystery has not been completely solved yet. Until there is a formal published scientific manuscript, the facts can be argued, particularly regarding causality despite these facts having been officially announced. The data collected so far is not enough to confirm the causal relationship between the new‐type coronavirus and the respiratory disease based on classical Koch's postulates or modified ones as suggested by Fredricks and Relman. 5 The viral‐specific nucleic acids were only discovered in 15 patients, and successful virus culture was extremely limited to only a few patients. There remains considerable work to be done to differentiate between colonization, shedding, and infection. Additional strains of the 2019‐nCoV need to be isolated to study their homologies. It is expected that antigens and monoclonal antibodies will be developed so serology can be used to confirm previous and acute infection status. The episode demonstrates further the need for rapid and accurate detection and identification methods that can be used in the local hospitals and clinics bearing the burden of identifying and treating patients. Recently, the Clinical Laboratory Improvement Amendments (CLIA) of 1988 has waived highly sensitive and specific molecular devices known as CLIA‐waived devices so that these devices are gradually becoming available for point of care testing. Finally, the epidemiological similarity between this outbreak and that of SARS in 2002‐2003 6 is striking. SARS was then traced to animal markets 7 and eventually to palm civets. 8 Later bats were identified as animal reservoirs. 9 Could this novel coronavirus be originated from wild animals? The family Coronaviridae includes two subfamilies. 10 One, the subfamily Coronavirinae, contains a substantial number of pathogens of mammals that individually cause a remarkable variety of diseases, including pneumonia. In humans, coronaviruses are among the spectrum of viruses that cause the common cold as well as more severe respiratory disease—specifically SARS and MERS, which are both zoonoses. The second subfamily, Torovirinae, contains pathogens of both terrestrial and aquatic animals. The genus Torovirus includes the type species, equine torovirus (Berne virus), which was first isolated from a horse with diarrhea, and the Breda virus, which was first isolated from neonatal calves with diarrhea. White bream virus from fish is the type species of the genus Bafinivirus. However, there is no evidence so far that the seafood from the fish and animal market caused 2019‐nCoV‐associated pneumonia. This epidemiologic similarity clearly provides a starting point for the further investigation of this outbreak. In the meantime, this fish and animal market has been closed until the epidemiological work determines the animal host of this novel coronavirus. Only then will the miracle be complete.
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                Author and article information

                Contributors
                liuzhongzheyi@zju.edu.cn
                Journal
                BMC Public Health
                BMC Public Health
                BMC Public Health
                BioMed Central (London )
                1471-2458
                4 December 2023
                4 December 2023
                2023
                : 23
                : 2410
                Affiliations
                Health Management Center, The First Affiliated Hospital of Zhejiang University School of Medicine, ( https://ror.org/05m1p5x56) No. 79 Qingchun Road, Hangzhou, Shangcheng District China
                Article
                17163
                10.1186/s12889-023-17163-9
                10696701
                38049851
                ebd88a2b-de84-4720-be0b-872e43a8d4c2
                © The Author(s) 2023

                Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

                History
                : 19 June 2023
                : 6 November 2023
                Categories
                Research
                Custom metadata
                © BioMed Central Ltd., part of Springer Nature 2023

                Public health
                covid-19,lifestyle,negative conversion time,restricted cubic spline models
                Public health
                covid-19, lifestyle, negative conversion time, restricted cubic spline models

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