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Infectious Disease Reports
  • Review
  • Open Access

15 December 2023

Persisting Shadows: Unraveling the Impact of Long COVID-19 on Respiratory, Cardiovascular, and Nervous Systems

and
Department of Life Sciences, School of Life and Health Sciences, University of Nicosia, 2417 Nicosia, Cyprus
*
Author to whom correspondence should be addressed.

Abstract

The coronavirus disease 2019 (COVID-19), instigated by the zoonotic Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), rapidly transformed from an outbreak in Wuhan, China, into a widespread global pandemic. A significant post-infection condition, known as ‘long- COVID-19′ (or simply ‘long- COVID’), emerges in a substantial subset of patients, manifesting with a constellation of over 200 reported symptoms that span multiple organ systems. This condition, also known as ‘post-acute sequelae of SARS-CoV-2 infection’ (PASC), presents a perplexing clinical picture with far-reaching implications, often persisting long after the acute phase. While initial research focused on the immediate pulmonary impact of the virus, the recognition of COVID-19 as a multiorgan disruptor has unveiled a gamut of protracted and severe health issues. This review summarizes the primary effects of long COVID on the respiratory, cardiovascular, and nervous systems. It also delves into the mechanisms underlying these impacts and underscores the critical need for a comprehensive understanding of long COVID’s pathogenesis.

1. Introduction

Infection with severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) leads to an acute multisystem illness known as coronavirus disease 2019 (COVID-19) []. This infection has resulted in a significant global pandemic with considerable mortality and morbidity []. While about 80% of affected individuals experience mild to moderate disease, 5% develop critical illness []. The common signs of COVID-19, including shortness of breath, high body temperature, coughing, and tiredness, can lead to serious health issues like lung infection, heart inflammation, and kidney damage [].
SARS-CoV-2, an airborne zoonotic virus, primarily employs the angiotensin-converting enzyme 2 (ACE2) receptor for cell entry by binding its spike protein to the receptor; however, other receptors might also be involved []. ACE2, crucial in COVID-19 pathogenesis, is abundantly found in various tissues, including the lungs, heart, liver, kidneys, gastrointestinal tract [], and nervous system []. As a result, COVID-19 often manifests multi-organ damage, leading to conditions like acute myocardial injury, acute kidney injury, and acute respiratory distress syndrome (ARDS) [,].
The genome of SARS-CoV-2 is approximately 79% homologous to severe acute respiratory syndrome 1 (SARS-CoV-1) and 50% homologous to the Middle East Respiratory Syndrome Coronavirus (MERS-CoV) genome []. As per the findings from the International Committee on Taxonomy of Viruses (ICTV) and the European Center for Disease Control (ECDC), SARS-CoV-2 is classified within the Coronaviridae family, the Orthocoronavirinae subfamily, and lineage B of the genus Coronaviruses []. The viral particles have a diameter ranging from 60 to 140 nm []. While the predominant shape of these particles is spherical or ellipsoidal, oval shapes have also been reported. The virus possesses an envelope and a helically symmetrical nucleocapsid [].
The acute phase of COVID-19 generally lasts up to 4 weeks from the onset of the initial infection []. However, in a subset of patients, symptoms may continue beyond this period into a post-acute phase known as ‘long COVID-19’. Interestingly, there are instances where patients experience prolonged symptoms for weeks or even months following the initial infection, regardless of its initial severity []. This has captured the attention of numerous organizations and research groups, including the World Health Organization (WHO), National Institute for Health and Care Excellence (NICE), National Health Service (NHS), and Centers for Disease Control and Prevention (CDC). This lingering condition has received various names, including ‘post-acute sequelae of SARS-CoV-2 infection’, ‘post-acute COVID-19 syndrome’, ‘long-COVID-19’, ‘long-COVID,’ ‘long haulers COVID-19’, ‘long haulers,’ and ‘post-COVID syndrome’. Post-SARS-CoV-2 implications pose a public health challenge with potentially severe repercussions []. However, definitions vary among authorities, particularly concerning the duration of symptoms that are classified as “long-haul”. According to the CDC (https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects/index.html, accessed on 15 September 2023), long COVID is a “Wide range of new, returning, or ongoing health problems people can experience four or more weeks after first being infected with the virus that causes COVID-19”. However, the WHO defined long COVID as an “Illness that occurs in people who have a history of probable or confirmed SARS-CoV-2 infection, usually within three months from the onset of COVID-19, with symptoms and effects that last for at least two months, that cannot be explained by an alternative diagnosis” (https://www.who.int/news-room/questions-and-answers/item/coronavirus-disease-(covid-19)-post-covid-19-condition, accessed on 15 September 2023). According to the definition proposed by the NHS, long COVID is observed when “Symptoms lasting weeks or months after the infection has gone” (https://www.nhs.uk/conditions/covid-19/long-term-effects-of-covid-19-long-covid/, assessed on 15 September 2023). On the other hand, two different definitions for long COVID have been proposed by the NICE Institute for Health and Care Excellence []: (i) “Ongoing symptomatic COVID-19 for people who still have symptoms between 4 and 12 weeks after the start of acute symptoms”; and (ii) “post-COVID-19 syndrome for people who still have symptoms for more than 12 weeks after the start of acute symptoms”.
The variability mentioned above in definitions for long COVID-19 complicates the establishment of a unified criterion for research. To address this, the WHO recently defined long COVID-19 (Post COVID-19) as a condition appearing in individuals with a history of suspected or confirmed SARS-CoV-2 infection, typically three months post-infection, with symptoms persisting for at least two months and not explained by an alternative diagnosis (reviewed in []).
The scientific community has been actively conducting research since the first reported case of COVID-19, caused by the SARS-CoV-2, in early December 2019 in China []. With 771,820,937 cases and 6,978,175 deaths reported thus far, evidence suggests that symptoms can persist long after the acute phase of the infection (https://covid19.who.int, accessed on 1 November 2023).
This review aims to summarize the symptoms encountered in the long COVID-19 period in the respiratory, cardiovascular, and nervous systems in particular, as well as to evaluate the possible mechanisms underlying these symptoms and explain them. We searched PubMed (Medline), ScienceDirect, WHO, and CDC websites using keywords related to long-term COVID-19 effects, SARS-CoV-2, and the pandemic. Keywords such as “long COVID-19”, “post COVID-19 syndrome”, and “pandemic” were combined with Boolean operators for optimal retrieval. The search spanned 1 January 2020, to 31 August 2023. Eligible studies were original research articles in English on SARS-CoV-2 and its long-term effects. We included studies of all designs, offering insights into the listed categories. We excluded studies on pediatric populations and those with follow-up periods shorter than 25 days post-acute phase.

3. Potential Mechanisms Resulting in Long COVID-19

The long-term COVID-19 syndrome is still poorly understood by the scientific community, although it affects a relatively large proportion of acute COVID-19 survivors. This work highlights the impact of long-term COVID-19 on the cardiac, nervous, and respiratory systems. Consequently, the pathophysiological mechanisms proposed for persistent symptoms involve:
(i)
Direct Damage of the organs/system via the ACE2 receptor: ACE2 has a pivotal role in developing cardiac, brain, and pulmonary complications, as already mentioned [,,]. The Renin–Angiotensin–Aldosterone System (RAAS) is a signaling pathway that acts as a homeostatic regulator of vascular function. Τhe Ang II depending on the receptor type, can have different effects: the classic effects (increased oxidative stress, inflammation, fibrosis, and vasoconstriction) and the opposite effects []. The ACE2 is a homolog of the ACE [] and has a vital role in the RAAS. ACE2 regulates the action of ACE by decreasing the amount of Ang II and increasing the amount of Ang-(1–7). Furthermore, the ACE2, beyond participating in the RASS system, is the gateway for the entry of SARS-CoV-2 []. The virus competes with Ang II, and its binding blocks the ACE2 activity. This decreases the enzyme activity at the membrane, resulting in an imbalance of ACE/ACE2 and, consequently, the RASS. This imbalance will lead to an increase in the abnormal activation of the ACE/Ang II/AT1 receptor axis and thus an increase in the Ang II vasoconstriction and a decrease in the Ang vasodilation (1-7) [].
(ii)
Indirect damage through the immune system: Myocardial injury in COVID-19 can occur indirectly through an overactive inflammatory response, often referred to as a ‘cytokine storm’ [,]. This hyperinflammatory state poses a significant risk not only to the cardiovascular system but also to the brain and respiratory tissues []. Typically, COVID-19 patients exhibit an imbalanced immune profile: an overzealous innate immune response coupled with a diminished adaptive immune response. This manifests as a reduction in various immune cells—lymphocytes, cytotoxic and helper T cells, B cells, and NK cells—particularly in severe cases []. The cytokine storm triggered by SARS-CoV-2 infection results in the rampant release of proinflammatory cytokines, creating a disequilibrium between proinflammatory and anti-inflammatory processes [,,]. Elevated levels of interleukin-6 (IL-6) during the acute phase have prompted investigations into its role in long-term COVID-19 sequelae [,,], suggesting that persistent inflammation could underlie the pathophysiology of Long COVID. Further research is essential to elucidate these mechanisms and identify effective treatments to improve the long-term outlook for patients.
(iii)
Therapeutic implications: Antiretroviral therapies, including azithromycin and tocilizumab, have been associated with electrophysiological alterations and potential interactions with cardiovascular drugs, warranting cautious use and monitoring []. Concurrently, the role of RAAS inhibitors in modifying ACE2 levels is under scrutiny, given their potential dual impact on the disease process []. Moreover, severe COVID-19 cases requiring prolonged mechanical ventilation can suffer from heightened intrapulmonary pressure, leading to or exacerbating pulmonary fibrosis []. Additionally, the high concentrations of oxygen used to treat critically ill patients can generate free radicals, damaging pulmonary epithelium and contributing to oxidative stress. This stress not only perpetuates the inflammatory state but also may activate fibrogenic pathways, further complicating recovery [].
(iv)
Sociopsychological factors: The pervasive impact of COVID-19 extends beyond the physical to the psychological, with social isolation, the stress of a novel and potentially fatal virus, and the anxiety surrounding transmission and stigma all contributing to long-term psychiatric conditions. Post-acute sequelae may include PTSD, depression, anxiety, and obsessive–compulsive symptoms [,]. The enforced solitude, disruption of normal work routines, and financial strains—compounded by the overarching threat of a global health emergency—can engender loneliness, anxiety, and significant behavioral shifts [,]. Consequently, the occurrence of anxiety disorders, depressive states, and cognitive deficits is thought to be multifaceted in origin, encompassing a spectrum of physical, functional, and sociopsychological contributors [].
Moreover, a possible mechanism that SARS-CoV-2 infection leads to implications in the cardiovascular [] and CNS systems [] is the impairment of oxygen transfer and the persistence of vessel injury. COVID-19 is highly aggressive and is accompanied by hypoxia, abnormal clotting, and severe inflammation, so most CNS symptoms are identified as manifestations of peripheral pathologies []. Notably, after the massive inflammation, there is the exhaustion of CD4+ T cells. During COVID-19 infection, CD4+ T-cell activity increases over time due to the number of CD4+ T cells specific to SARS-CoV-2 elevating within the days of the emergence of clinical manifestations. In individuals with severe COVID-19 infection, the incidence of SARS-CoV-2-specific CD4+ T cells was much lower, which implies that managing COVID-19 illness requires a strong response of CD4+ T-cell in the patients infected with COVID-19, the number of SARS-CoV-2-specific CD4+ T cells increase with age. Still, their function shifts toward Interleukin-2 (IL-2) production rather than IFN production []. However, there is evidence COVID-19 can lead to significant reductions in T cell numbers, particularly in patients requiring intensive care. The surviving T cells in these patients often exhibit signs of functional exhaustion, characterized by higher levels of exhaustion markers such as PD-1. This T cell exhaustion, coupled with the decrease in T cell numbers, may contribute to the persistence of inflammation in COVID-19 patients, which can have further implications for cardiovascular and CNS []. Moreover, the increased expression of PD1 on CD8+ T cells in patients in ICUs, compared with those not in intensive care and healthy controls, suggests a progression of disease severity in COVID-19 patients. As the severity of the disease increases, there is a concomitant rise in inflammatory cytokine levels, which may drive the depletion and exhaustion of T cell populations []. Together, the above suggests that the exhaustion of CD4+ T cells, a critical element in the transition from inflammation to repair, likely contributes to the persistence of inflammation and subsequent complications observed in severe COVID-19 cases. This suggests that the observed effects in the cardiovascular system and CNS may be more related to the body’s inflammatory response rather than direct viral invasion of these systems.
While the exact mechanisms leading to long COVID remain inconclusive, research, including a study by Wong et al. [], suggests that PASC is associated with a reduction in serotonin levels. This study outlines that viral infection, coupled with type I interferon-driven inflammation, can decrease serotonin via three pathways: reduced absorption of tryptophan in the intestines, platelet hyperactivation affecting serotonin storage, and increased serotonin turnover mediated by monoamine oxidase (MAO). Persistent SARS-CoV-2 in the gut of long COVID patients is shown to cause chronic inflammation, which further reduces tryptophan absorption and, consequently, serotonin production. This depletion disrupts vagus nerve signaling, potentially leading to symptoms like memory loss commonly seen in long COVID. Such findings suggest that the virus’s continued presence in the gut, rather than in the cardiovascular system or CNS, could explain these symptoms.
Additionally, severe inflammation in COVID-19 has been linked to the exhaustion of CD4+ T cells, vital for transitioning from inflammation to repair during wound healing. This exhaustion might contribute to sustained inflammation, exacerbating long COVID symptoms. The interaction between the immune and nervous systems, mediated by neurotransmitters, hormones, and cytokines, plays a significant role in this process. Serotonin, in particular, is crucial in both the immune system and inflammatory responses [,].
Consequently, the reduction in peripheral serotonin in long COVID patients impairs vagus nerve activity and affects hippocampal responses and memory functions. This provides a plausible explanation for the neurocognitive symptoms associated with viral persistence in long COVID and possibly other post-viral syndromes. Excessive immune cell activation and inflammation, a hallmark of COVID-19, may impair various organ functions, leading to symptoms like respiratory failure, headache, impaired consciousness, and severe neurological disorders, including encephalitis [].
In light of these findings, hyperbaric oxygen therapy (HBOT) has been suggested as a treatment option for long COVID []. HBOT involves breathing near 100% oxygen intermittently in a pressurized hyperbaric chamber and has shown efficacy in treating chronic fatigue syndrome [,]. Another proposed treatment method for long COVID is Vitamin C administration. Due to its immune-boosting properties and role in neurotransmitter production and cholesterol metabolism, Vitamin C is a promising candidate for managing COVID-19 symptoms [,].

Risk Factors Contributing to the Development of Long COVID

Risk factors for severe COVID-19, leading to hospital admission and increased mortality, include advanced age, male sex, non-white ethnicity, disability, and existing comorbidities like obesity, cardiovascular disease, respiratory conditions, and hypertension [,]. Conversely, determinants for long COVID-19 are not as well established.
Emerging studies indicate that a severe initial phase of COVID-19 may predispose individuals to long-term sequelae []. This correlation is supported by the study of Sudre et al. [], who observed that experiencing over five symptoms in the first week of illness was associated with prolonged COVID-19. They reported a tripling in the incidence of long COVID-19 among those with a severe initial infection. This association is corroborated by findings from Pływaczewska-Jakubowska and coworkers [], who noted that long COVID-19 was significantly more prevalent in patients who experienced severe acute symptoms.
However, certain risk factors for acute COVID-19 do not necessarily predispose individuals to long COVID-19. Pazukhina et al. [] conducted a prospective cohort study and noted a distinction between sexes: while men were more prone to acute COVID-19, women were more likely to suffer from long-term symptoms, contradicting earlier acute phase observations. They found a doubled risk of prolonged symptoms in women at both 6 and 12 months post-infection, aligning with previous research []. The sustained elevation of the inflammatory marker IL-6 in women and the heightened activity of T cells—attributable to the double presence of the X chromosome, which contains numerous immune-related genes—may contribute to this disparity [,]. Additional factors, such as stress, poor sleep quality, and depression, may exacerbate long COVID-19 in women [].
Age is another crucial risk factor. Specific age demographics, notably individuals aged 35–49 years (26.8%), 50–69 years (26.1%), and 70 years or older (18%), are more susceptible to enduring symptoms of SARS-CoV-2 infection [].
Chronic health conditions also influence long COVID-19 susceptibility. Pre-existing asthma, for instance, has been strongly associated with persistent COVID-19 symptoms [,]. Additionally, chronic inflammation and obesity-related immunometabolic disturbances may not only exacerbate the acute phase but also contribute to long COVID-19 syndrome []. Debski et al. [] reported a higher BMI as a risk factor for post-COVID-19 syndrome. Interestingly, ethnicity seems to differ in its impact on long COVID-19, with non-white ethnic minority groups showing a lower risk of developing prolonged symptoms [,].
Notably, a comparison between the recovery outcomes in the upper airway versus alveolar inflammation highlights the complexity of COVID-19’s impact on the lungs and the importance of tailored post-recovery monitoring and care. Patients with upper airway inflammation typically experience a full recovery, with the restoration of normal oxygen transfer to the blood and healing of any vessel injury. This is mainly because the inflammation is less severe and does not typically lead to permanent lung damage []. In contrast, patients suffering from alveolar inflammation, which involves the deeper lung tissues and air sacs, face a more complicated recovery []. This type of inflammation often leads to persistent fibrosis—a condition where lung tissue becomes scarred and stiff. Such fibrosis impairs the lung’s ability to effectively transfer oxygen to the blood []. This ongoing impaired oxygenation can lead to a failure in healing vessel injuries, meaning that microclots formed as part of the body’s response to vessel injury might persist even after the lung inflammation has subsided []. These findings are evident in studies that have analyzed pulmonary function and inflammation in COVID-19 patients. Pantofli et al. [] examined bronchoalveolar lavage (BAL) samples from COVID-19 patients, revealing significant differences in leukocyte profiles between ICU and IMW patients, which could indicate varying degrees of lung inflammation and recovery outcomes. Additionally, research on exhaled nitric oxide in patients recovering from COVID-19 has shown that residual inflammation in the distal lung (including the alveoli) can persist, particularly in those who initially had a severe form of the disease. This ongoing alveolar inflammation might contribute to the long-term development of pulmonary fibrosis, underscoring the need to regularly monitor pulmonary function and inflammation in COVID-19 patients [].

4. Potential Therapies for Long COVID-19 Syndrome

Several guidelines have been developed that focus on treating and managing long COVID-19. For example, NICE has proposed comprehensive assessment, investigation, and management approaches (https://www.nice.org.uk/guidance/ng188/resources/covid19-rapid-guideline-managing-the-longterm-effects-of-covid19-pdf-51035515742; accessed on 15 October 2023). Similarly, the NIH has released treatment guidelines for COVID-19, but these offer limited guidance for managing long-term COVID-19 effects (https://www.covid19treatmentguidelines.nih.gov/, accessed on 15 October 2023).
While a significant portion of research has appropriately focused on the acute phase of COVID-19, there is a growing recognition of the need to address the long-term effects of the disease. In this context, drug repurposing is emerging as a critical area of investigation. Antihistamines are under consideration following cellular studies indicating that histamine-1 receptor antagonists might inhibit SARS-CoV-2 entry into cells expressing the ACE2 receptor, but their efficacy for treating long COVID-19 remains to be established [,].
Monoclonal antibodies like Leronlimab, which is used for HIV and has been shown to reduce viral plasma levels in acute COVID-19 patients, are being investigated for their potential to mitigate long-lasting COVID-19 symptoms []. Tocilizumab, which blocks interleukin-6 receptors, was tested in a small clinical trial for acute COVID-19, and research into its long-term effects is ongoing. Melatonin, noted for its antioxidant properties, is also being considered for treating long-term COVID-19 effects (reviewed in []).
For the cardiovascular manifestations of long COVID-19, NICE guidelines suggest beta-blockers as treatment options for conditions such as angina, cardiac arrhythmias, and acute coronary syndromes []. Sulodexide has been found to reduce symptom severity in patients with endothelial dysfunction []. The effectiveness of Cognitive Behavioral Therapy (CBT) has been questioned due to reported adverse effects []. The use of intravenous vitamin C to alleviate fatigue in long COVID-19 patients has been recently reviewed [].
The persistent neurological complications post-COVID-19 have made Biofeedback (BFB) therapy an area of interest, with potential benefits for headaches, seizures, and insomnia, and Neurofeedback (NFB) has been documented for its long-term effectiveness []. For long-term neurological symptoms, glucocorticoids may be beneficial [], and medications like tryptans and indomethacin could address prolonged symptoms such as headaches [,].
Pulmonary symptoms often persist post-acute COVID-19. Critical Care guidelines recommend chest imaging for early detection of pulmonary impairment and the use of corticosteroids to improve function []. Hyperpolarized MRI has been cited for its ability to detect gas exchange abnormalities []. According to Mayo Clinic recommendations, managing factors that worsen dyspnea, such as smoking cessation and avoiding pollutants, is crucial []. Treatment for pulmonary fibrosis should follow idiopathic pulmonary fibrosis guidelines, and anti-fibrotic therapies are considered promising options []. Clinical trials also evaluate the efficacy of hyperbaric oxygen therapy, montelukast, and pirfenidone for respiratory conditions associated with long COVID.
The role of COVID-19 vaccination in addressing long COVID is multifaceted and operates on three distinct levels. Firstly, the vaccines effectively prevent SARS-CoV-2 infection, thereby reducing the risk of developing long COVID. Secondly, for vaccinated individuals who contract COVID-19, the vaccines tend to lessen the severity of the disease, which may mitigate the development or intensity of long COVID symptoms. Finally, emerging evidence suggests that vaccination may also benefit those already suffering from long COVID, potentially alleviating some of the persistent symptoms associated with the condition [,].
A significant reduction in the incidence of long COVID following vaccination was reported in a systematic review by Byambasuren et al. []. In a study by Tran et al. [], the first dose of the COVID-19 vaccine was associated with decreased severity of the disease and improved impacts on patients’ social, professional, and family lives. The study also found that vaccination led to a higher remission rate of long COVID symptoms and an increased proportion of patients reporting an acceptable symptom state. However, it is essential to note that a small percentage of patients experienced adverse effects, and some reported a worsening of symptoms or relapses post-vaccination [].
Nayyerabadi et al. [] also reported significant improvements in long COVID patients post-vaccination, including decreased symptoms and affected organ systems, and increased WHO-5 Well-Being Index Scores. This study suggested that vaccination helps in reducing systemic inflammation in long COVID patients. Despite these improvements, the persistence of SARS-CoV-2 S1 antigen in non-classical monocytes, regardless of vaccination status, indicates an ongoing inflammatory process.
Overall, vaccination before SARS-CoV-2 infection has been associated with reduced risks or odds of long COVID []. This is highlighted in a recent systematic review by Notarte et al. [] which induced eleven studies involving 36,736 COVID-19 survivors to investigate changes in long-COVID symptoms after vaccination. While most studies showed improvement in symptoms post-vaccination, a few reported no change or worsening symptoms. The comprehensive impact of COVID-19 vaccination on long COVID continues to be an active research area.

5. Conclusions

To conclude, this work reviewed the association between long COVID and its implications for the respiratory, cardiovascular, and nervous systems. Numerous individuals have been, and continue to be, affected by the SARS-CoV-2 pathogen, leading to global concerns about the long-term effects of the virus. These post-acute manifestations of infection are emerging as a complex and diverse syndrome, impacting various bodily systems, including the cardiac, nervous, and respiratory systems, which this research investigates. These effects contribute to multiple symptoms that diminish the quality of life, functional capacity, and workability. Currently, the nature of long COVID-19 is elusive, with many unanswered questions. A more profound comprehension of its pathogenesis, risk factors, symptoms, and treatment are imperative. The definition of ‘long symptoms’ remains uncertain due to variations in the duration described across studies, presenting a wide array of individuals experiencing persistent symptoms for weeks or more post-infection. While data on the effects of vaccination are limited, the findings are promising, underscoring the critical need for investment in research and healthcare resources to alleviate the enduring health, social, and economic repercussions of the post-COVID-19 condition.

Author Contributions

Conceptualization, C.-M.S. and C.P.; methodology, C.-M.S.; software, C.P.; validation, C.-M.S. and C.P.; formal analysis, C.-M.S.; investigation, C.-M.S. and C.P.; resources, C.-M.S. and C.P.; data curation, C.-M.S. and C.P.; writing—original draft preparation, C.-M.S. and C.P.; writing—review and editing, C.-M.S. and C.P.; visualization, C.-M.S. and C.P.; supervision, C.P.; project administration, C.P.; funding acquisition, C.P. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

Not applicable.

Data Availability Statement

No new data were created in this study.

Conflicts of Interest

The authors declare no conflict of interest.

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