# Resuming Training in High-Level Athletes After Mild COVID-19 Infection: A Multicenter Prospective Study (ASCCOVID-19)

Laurent Chevalier, Hubert Cochet, Saagar Mahida, Sylvain Blanchard S.,

Antoine Benard, Tanguy Cariou, Soumaya Sridi-Cheniti, Samy Benhenda,

Stephane Doutreleau, Stephane Cade, et al.

► To cite this version:

Laurent Chevalier, Hubert Cochet, Saagar Mahida, Sylvain Blanchard S., Antoine Benard, et al. Resuming Training in High-Level Athletes After Mild COVID-19 Infection: A Multicenter Prospective Study (ASCCOVID-19). Sports medicine - Open, 2022, 8, pp.83. 10.1186/s40798-022-00469-0. hal-03724417

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# Resuming Training in High-Level Athletes After Mild COVID-19 Infection: A Multicenter Prospective Study (ASCCOVID-19)

Laurent Chevalier<fnref n="1" />*, Hubert Cochet², Saagar Mahida³,⁴, Sylvain Blanchard S⁵, Antoine Benard⁶, Tanguy Cariou⁶, Soumaya Sridi-Cheniti⁷, Samy Benhenda⁷, Stéphane Doutreleau⁸, Stéphane Cade⁹, Sylvain Guerard¹⁰, Jean-Michel Guy¹¹, Pascale Trimoulet¹², Stéphane Picard¹³, Bernard Dusfour⁵, Aurelie Pouzet¹⁴, Stéphanie Roseng², Marco Franchi¹⁵, Pierre Jaïs⁴,¹⁶,¹⁷, Isabelle Pellegrin<fnref n="18" />,¹⁹* ASCCOVID Investigators

**Abstract**

**Background:** There is a paucity of data on cardiovascular sequelae of asymptomatic/mildly symptomatic SARS-Cov-2 infections (COVID).

**Objectives:** The aim of this prospective study was to characterize the cardiovascular sequelae of asymptomatic/ mildly symptomatic COVID-19 among high/elite-level athletes.

**Methods:** 950 athletes (779 professional French National Rugby League (F-NRL) players; 171 student athletes) were included. SARS-Cov-2 testing was performed at inclusion, and F-NRL athletes were intensely followed-up for incident COVID-19. Athletes underwent ECG and biomarker profiling (D-Dimer, troponin, C-reactive protein). COVID(+) ath- letes underwent additional exercise testing, echocardiography and cardiac magnetic resonance imaging (CMR).

**Results:** 285/950 athletes (30.0%) had mild/asymptomatic COVID-19 [79 (8.3%) at inclusion (COVID(+)prevalent); 206 (28.3%) during follow-up (COVID(+)incident)]. 2.6% COVID(+) athletes had abnormal ECGs, while 0.4% had an abnormal echocardiogram. During stress testing (following 7-day rest), COVID(+) athletes had a functional capacity of 12.8 ± 2.7 METS with only stress-induced premature ventricular ectopy in 10 (4.3%). Prevalence of CMR scar was comparable between COVID(+) athletes and controls [COVID(+) vs. COVID(-); 1/102 (1.0%) vs 1/28 (3.6%)]. During 289 ± 56 days follow-up, one athlete had ventricular tachycardia, with no obvious link with a SARS-CoV-2 infection. The proportion with troponin I and CRP values above the upper-limit threshold was comparable between pre- and post-infection (5.9% vs 5.9%, and 5.6% vs 8.7%, respectively). The proportion with D-Dimer values above the upper-limit threshold increased when comparing pre- and post-infection (7.9% vs 17.3%, P = 0.01).

**Conclusion:** The absence of cardiac sequelae in pauci/asymptomatic COVID(+) athletes is reassuring and argues against the need for systematic cardiac assessment prior to resumption of training (clinicaltrials.gov; NCT04936503).

**Keywords:** Sport, SARS-CoV-2, ECG, Echocardiography, Stress test, Cardiac MRI

**Key points**

* The rate of adverse clinical cardiac events after a mild/asymptomatic COVID-19 infection is very low, despite resumption of high-level training

* In the vast majority of athletes with a mild/asymptomatic COVID-19 infection, biomarkers of cardiac

<figure><img src="image_3.png" /></figure>

<footnote>*Correspondence: l.chevalier3364@gmail.com;
isabelle.pellegrin@chu-bordeaux.fr</footnote>

<footnote n="1">¹ Clinique du Sport Bordeaux-Mérignac, 2 rue Georges Negrevergne, 33700 Merignac, France</footnote>

<footnote n="18">¹⁸ Laboratory of Immunology and Immunogenetics, CHU Bordeaux, 33000 Bordeaux, France
Full list of author information is available at the end of the article</footnote>
injury remain in the normal range and the incidence
of structural cardiac abnormalities is very low

* Among the small subset of athletes with struc-
tural/electrical abnormalities potentially related to
mild COVID-19, the abnormalities are subtle and
restricted to a single cardiac investigation.

**Introduction**

Cardiovascular complications among hospitalized patients with severe COVID-19 have been reported in 15 to 20% of cases. Potential complications include myocardial injury secondary to myocarditis, arrhythmias and thromboembolic events [1–6]. Cardiovascular Magnetic Resonance (CMR) imaging in these patient has been associated with a range of abnormalities, both during the acute [7–9] or convalescent [10] phase. The prevalence of CMR abnormalities is highly variable, with significant heterogeneity between patients. There is currently a relative paucity of data on cardiovascular sequelae among patients with asymptomatic or mildly symptomatic COVID-19 [11].

Athletes who undertake a high-level of training rep-
resent a particularly valuable cohort to understand the
cardiovascular impact of milder SARS-CoV2 infections.
Indeed, competitive athletes represent a unique popu-
lation that may be at high risk for situational transmis-
sion of disease, and once infected, may be at risk for
sudden cardiac death (SCD) during competitive train-
ing [12–14]. Asymptomatic viral myocarditis is a com-
mon cause of SCD, especially among young patients
[15, 16]. The reported prevalence of CMR abnormali-
ties in asymptomatic/mildly symptomatic athletes after
SARS-CoV2 infection is also highly heterogeneous (0%-
15%) [17–23]. Of note, some of these CMR studies did
not involve imaging in control subjects. In this context,
understanding the impact of COVID-19 has important
implications, both in terms of risk stratification and
development of guidelines to support the resumption
of training.

The aim of the present study was to characterize the
cardiovascular sequelae of asymptomatic or mildly symp-
tomatic COVID-19 infections among high-level/elite
athletes, and by implication, the potential role of sys-
tematic cardiovascular assessment in these athletes. We
performed a prospective comprehensive cardiovascular
evaluation using ECG, exercise stress testing, echocar-
diography, high-resolution cardiac magnetic resonance
imaging (HR-CMR with case and control subjects, and
blindly interpreted images) and pre- and post-COVID-19
biomarker profiling (D-Dimer, troponin, C-reactive pro-
tein [CRP]).

**Material and methods**

**Study design and population**

The ASCCOVID study (clinicaltrials.gov; NCT04936503; https://clinicaltrials.gov/ct2/results?cond=&term=NCT04936503&cntry=&state=&city=&dist=; date of registration; date of registration 23 June 2021) is a prospective, multicenter, nationwide cohort study which enrolled athletes from two distinct cohorts: professional athletes from the French National Rugby League (F-NRL, XV players rugby) and high-level sports students, whose sports profile is more representative of leisure sports in the general population. Written informed consent was obtained from all participants. The study was conducted in accordance with the Helsinki Declaration after the approval of the Ethics Committee (CPP Sud Ouest II, ID-RCB: 2020-A01196-33) and authorization of French Competent Authority (ANSM).

The F-NRL includes two French professional rugby male union divisions. F-NRL players were consecutively enrolled when training resumed in June 2020. The F-NRL training regime consisted of 20–25 h of intensive training per week. Following the F-NRL protocol, a complete pre-season checkup was scheduled for all players and corresponded to the day of enrollment (D0). Baseline assessment included a standardized questionnaire, clinical examination, ECG and blood sampling (CRP, troponin I, D-Dimer, SARS-CoV2 serology). Players subsequently underwent daily monitoring for symptoms of SARS-COV2 infection and twice-weekly nasopharyngeal RT-PCR. Players were considered COVID(+) if they had: (1) positive SARS-CoV2 RT-PCR in the previous 3 months and/or positive SARS-CoV2 serology at inclusion (COVID(+)$_{prevalent}$) or (2) positive SARS-CoV2 RT-PCR during season follow-up (COVID(+)$_{incident}$). COVID(+)$_{incident}$ players with positive SARS-CoV2 RT-PCR during the season were subject to 7-days enforced rest and isolation. The rest period was based on the F-NRL protocol. Players stopped all physical activity for 7 days, and on day 8, they resumed physical activity in isolation. ECG, echocardiography and stress testing were performed between day 10 and day 14. Resumption of full training on day 15 was dependent on normal cardiovascular assessment.

In parallel, students athletes of the University of Bor-
deaux, with lower exercise intensity (8–12 h/week),
were enrolled at the start of the academic year (Octo-
ber 2020). The student athlete cohort was assessed with
a standardized questionnaire, ECG and SARS-CoV2
serology. Student athletes were considered COVID(+)
if they had (1) positive SARS-CoV2 PCR in the previ-
ous 6 months and/or (2) positive serology at inclu-
sion (COVID(+)$_{prevalent}$). COVID(+) student athletes
underwent baseline ECG, echocardiography and stress
testing. Resumption of sport was conditional on the absence of abnormalities on cardiac assessment. They did not receive specific clinical or biological COVID follow-up visit during the academic year. Clinical status was reviewed at the end of the academic year (eight months post-inclusion).

## Cardiac investigations

A 12-lead ECG was performed at inclusion in all F-NRL athletes and compared to an ECG from the previous year. Various models of CE marked 12-lead ECG were used with standard parameters (1 mV = 10 mm and 25 mm/s) and 0.05–100 Hz. For $COVID(+)_{incident}$ F-NRL players, the post-COVID ECG was compared to pre-COVID ECG. $COVID(+) $ players (prevalent or incident) underwent echocardiography (with analysis of biplane LV ejection fraction, segmental wall motion, diastolic function and pericardial effusion). Stress testing was performed with monitoring for exercise-induced arrhythmias. Student athletes of the University of Bordeaux also underwent a baseline ECG at inclusion, and any $COVID(+)_{prevalent}$ athletes (history of positive SARS-CoV-2 PCR in the previous 6 months and/or positive serology at inclusion) underwent echocardiography and stress tests.

Anonymized ECGs, echocardiograms, stress tests were analyzed in a core laboratory by six cardiologists with expertise in sports cardiology. Secondary reporting was performed by one of the six aforementioned experts. In cases of disagreement, the data were reviewed by all six cardiologists to reach consensus. Cardiac MRI was offered to all enrolled F-NRL players and student athletes. SARS-CoV-2 non-infected players and athletes [COVID(−)] were selected for MRI by using random draws without replacement, stratified by gender, in order to keep the COVID(+) and COVID(−) populations comparable with respect to their sex ratio.

MRI scanning was not performed in the first 14 days after infection, but rather from the 2nd month following the diagnosis of COVID-19 (positive PCR in rugby players and in relation to the onset of symptoms in student athletes who were only diagnosed with a lag on serologies). This approach ensured that any evolving MRI abnormalities were detected. A detailed MRI protocol is included in Additional file 1 section. Briefly, anonymized images were analyzed in a core laboratory at the Bordeaux University Hospital for left ventricular wall dimensions, left and right ventricular volumes, ejection fraction, global longitudinal strain, regional wall motion and pericardial effusion. Analysis of LGE was performed to detect myocardial or pericardial injury. T1 and T2 images were analyzed to measure mean T1/T2 values.

## Measurement of biomarkers

SARS-CoV-2 RT-PCR testing was conducted by nationally accredited laboratories. Serological samples were anonymized and centralized at Bordeaux University Hospital (IgG and IgM with ARCHITECT i2000SR immunoassay [Abbott, Illinois]). Throughout the study period, the D614G variant in the SARS-CoV-2 Spike was the predominant variant in France. At inclusion for student athletes and at three study time points for F-NRL players (inclusion, M1-M6, M9-M12 for COVID(+) players), biological samples were constituted and stored in the Center of Biological Resources (CRB-BBS, Bordeaux University Hospital). At inclusion, F-NRL rugby players' biomarker levels (D-Dimer, troponin I and CRP) were measured. Biomarkers were collected at set intervals throughout the study.

## Statistical analyses

Sample size calculations were based on available estimates during the very early phase of the COVID-19 pandemic. Sample size was calculated based on an estimated 10% prevalence of COVID-19 seropositivity, and prevalence of arrhythmia of 2% in COVID(−) individuals versus 4% in COVID(+) individuals. Data are described as mean and standard deviation (SD), or median and interquartile range (IQR) for quantitative variables, and frequencies and percentages for qualitative variables. Comparison of cardiovascular and biological characteristics before and after COVID-19 used paired t tests for quantitative variables, and McNemar Chi-square tests for qualitative variables. Data analysis was performed using SAS software (Version 9.4).

## Results

### Study population

The ASCCOVID study took place between June 2020 and December 2020. The prospective cohort comprised of 779 F-NRL players (from 23 clubs in France), and 171 high-level sport students (from 27 sporting disciplines). Baseline characteristics are included in Table 1. 181/761 (24%) F-NRL players and 101/171 (59%) students reported at least one symptom of COVID-19 (Fig. 1). Among the 950 enrolled athletes, 79 (8%) were considered COVID(+) at inclusion [$COVID(+)_{prevalent}$]. Only F-NRL players were monitored throughout the study period, enabling identification of incident [$COVID(+)_{incident}$] cases. 206/727 (28%) COVID(−) F-NRL players at inclusion were diagnosed as $COVID(+)_{incident}$, with RT-PCR or serology evidence, during the F-NRL season (Fig. 2). A flowchart of COVID-19 diagnosis and cardiovascular assessment is included in Fig. 3.
<table><caption>**Table 1** Participant's characteristics at inclusion and COVID-19 history</caption><thead><tr><th>Characteristics</th><th>F-NLR Rugby players, n = 779</th><th>Student athletes<sup>4</sup>, n = 171</th></tr></thead><tbody><tr><td>Sex, male, n (%)</td><td>779 (100.0)</td><td>85 (49.7)</td></tr><tr><td>Age (years), mean (SD)</td><td>25.8 (4.6)</td><td>20.1 (3.1)</td></tr><tr><td>BMI (Kg/m<sup>2</sup>), median (Q1; Q3)</td><td>29.0 (27.1; 31.9)</td><td>22.3 (20.7; 23.7)</td></tr><tr><td>BMI &gt; 30, n (%)</td><td>310 (39.8)</td><td>5 (2.9)</td></tr><tr><td>Ethnicity, n (%)</td><td></td><td></td></tr><tr><td>Afro-Caribbean</td><td>47 (6.0)</td><td>6 (3.5)</td></tr><tr><td>Caucasian</td><td>623 (80.0)</td><td>164 (95.9)</td></tr><tr><td>Melanesian Islands</td><td>109 (14.0)</td><td>—</td></tr><tr><td>Missing</td><td>—</td><td>1 (0.6)</td></tr><tr><td>Comorbidities, n (%)</td><td></td><td></td></tr><tr><td>Tobacco use</td><td>62 (8.4)</td><td>6 (3.5)</td></tr><tr><td>High blood pressure</td><td>2 (0.3)</td><td>0 (0.0)</td></tr><tr><td>Diabetes</td><td>0 (0.0)</td><td>1 (0.6)</td></tr><tr><td>Asthma</td><td>47 (6.1)</td><td>23 (13.5)</td></tr><tr><td>No comorbidity</td><td>675 (86.7)</td><td>142 (83.0)</td></tr><tr><td>Acute SARS-CoV-2 infection symptoms, n (%)</td><td></td><td></td></tr><tr><td>At least one symptom<sup>1</sup></td><td>181 (23.7)</td><td>101 (59.1)</td></tr><tr><td>1 symptom</td><td>90 (11.8)</td><td>14 (8.2)</td></tr><tr><td>2 or 3 symptoms</td><td>59 (7.7)</td><td>36 (21.0)</td></tr><tr><td>&gt; 3 symptoms</td><td>32 (4.2)</td><td>51 (29.9)</td></tr><tr><td>No symptoms</td><td>580 (76.3)</td><td>70 (40.9)</td></tr><tr><td>Specific symptom: Ageusia/Anosmia</td><td>24 (3.2)</td><td>22 (12.9)</td></tr><tr><td>COVID(+) at inclusion (COVID(+)<sub>prevalent</sub>)<sup>2</sup>, n (%)</td><td>52 (6.7)</td><td>27 (15.8)</td></tr><tr><td>Known positive RT-PCR within 3 months prior to inclusion</td><td>15 (28.8)</td><td>17 (63.0)</td></tr><tr><td>Positive serology</td><td>49 (94.2)</td><td>27 (100.0)</td></tr><tr><td>COVID(+) during follow-up (COVID(+)<sub>incident</sub>), n (%)</td><td>206 (28.3)</td><td>NA</td></tr><tr><td>Positive RT-PCR</td><td>192 (93.2)</td><td>NA</td></tr><tr><td>Positive serology without previous positive PCR</td><td></td><td>NA</td></tr><tr><td>Among those with positive RT-PCR:</td><td></td><td></td></tr><tr><td>Seroconversion (+ serology after + PCR)</td><td>6.8)</td><td>NA</td></tr><tr><td>No seroconversion<sup>3</sup></td><td>155 (80.7)</td><td>NA</td></tr><tr><td></td><td>25 (13.0)</td><td>NA</td></tr></tbody></table>

SD: Standard deviation; BMI: body mass index

## Biomarkers

711 athletes underwent hematological and biochemical analysis in the month prior to inclusion, with no identified abnormalities. CRP, troponin I and D-Dimer levels are included in Table 2. For COVID(+)incident players, biomarkers were available pre- and post-SARS-CoV2 infection. The proportion of athletes with abnormal values was comparable pre- and post-infection [pre- vs post-COVID(+)incident; CRP 5.6% vs 8.7%; P = 0.40; troponin I; 5.9% vs 5.9%; P = 0.99]. When comparing pre- and post-infection sample pairs, D-Dimer levels (median (IQR) pg/

ml); 231 (215; 270) vs 270 (215; 318), P = 2.10⁻<fnref n="4" />) as well as proportion of athletes with values above the upper limit threshold (7.9% vs 17.3%, P = 0.01) increased.

## Cardiac investigations

Overall results of cardiovascular testing are summarized in Fig. 3 and Table 3. Of note, athletes with one abnormality in either ECG, stress test, echocardiography or CMR had no abnormalities in the other tests. Characteristics of athletes with abnormal cardiac investigations are included in Table 4.

<footnote n="1">¹ Including anosmia/ageusia, from Day 0 questionnaire</footnote>

<footnote n="2">² Prevalent cases, previous positive SARS-COV-2 RT-PCR or serology</footnote>

<footnote n="3">³ Only 180/192 + PCR players with available samples for serology testing after + PCR</footnote>

<footnote n="4">⁴ The student population included representation from 27 sporting disciplines, predominant among which were rugby (16%), handball (13%), judo (11%), soccer (7%) and athletics (7%)</footnote>
<figure><img src="image_4.png" /></figure>

## 12-lead electrocardiogram

No baseline ECG abnormalities were identified in the student cohort [COVID(−) or COVID(+)]. Among COVID(−) F-NRL rugby players, 2 (0.3%) had new ECG abnormalities at inclusion, compared to an ECG performed during the previous year (inferior/lateral T wave inversion and a ventricular ectopic beat). Among COVID(+) F-NRL rugby players, a new ECG abnormality was detected in 6 (2.9%): 1 COVID(+)$_{prevalent}$ subject (inverted T waves in septal leads), and 5 COVID(+)$_{incident}$ subject (inverted T waves: septal leads [$n=2$], inferior and lateral leads [$n=2$], septal and lateral leads [$n=1$]).

## Echocardiography

One (0.5%) COVID(+) F-NRL rugby players presented with a new regional wall motion abnormality on echocardiography post-COVID infection. None of the 25 COVID(+)$_{prevalent}$ students who underwent echocardiography had any abnormalities.

## Stress test

During exercise stress testing, 7/206 (3%) COVID(+) F-NRL rugby players had isolated ventricular ectopy (at an average performance of 327.4±55 Watts with

maximum systolic BP values of 187.9±25.7 mmHg and diastolic BP of 82.5±15.3 mmHg). In the students' group, 3/25 (12%) had exercise-induced isolated ventricular ectopy (at 222±54 Watts, with max systolic BP values at 157±20 mmHg and diastolic BP at 70±7 mmHg).

## Cardiac MR

MRI images were analyzed in 130 athletes (F-NRL players and students). In the COVID(+) group ($n=102$, 62% asymptomatic, 38% mildly symptomatic), MRI was acquired 51±37 days post-COVID-19 diagnosis. CMR findings are presented in Additional file 1: Table 1. As expected, these highly trained athletes showed ventricular volumes and ejection fraction consistent with exercise-induced remodeling. There were no regional wall motion abnormalities or pericardial abnormalities identified. Native T1 values were within the normal range. Edema was detected in 1 (4.3%) COVID(−) athletes and in none of the COVID(+) athletes.

Small LGE lesions (median volume 3 mL) were detected in 16 (12%) athletes. Examples of LGE positive images in COVID(+) athletes are shown in Fig. 4. LGE was considered a non-specific finding related to physiological remodeling in 14 (11%), with a similar distribution
<figure><img src="image_5.png" /></figure>

between COVID(+) and COVID(−) populations [12% COVID(+); 8% COVID(−)]. LGE patterns indicative of pathological scarring were detected in 2 (1.6%) athletes, one from the COVID(−) group and one from the COVID(+) group. The F-NRL rugby player from the COVID(−) group was diagnosed with possible distal vasculitis based on the finding of multiple micro-infarcts and edema on MRI, with an associated subacute troponin I rise. The student COVID(+) athlete with scarring on LGE imaging had experienced mild COVID symptoms (only anosmia) 65 days prior to the MRI with no clinical signs of myocarditis, and no persisting symptoms at the time of the MRI study. Echocardiography and ECG were normal in this subject at the time of inclusion. The post-SARS-CoV2 infection MRI showed sub-epicardial scar on the infero-latero-basal left ventricle with no edema. Because this scar distribution is consistent with a post-inflammatory process, a potential diagnosis of scarring secondary to COVID-related myocarditis was considered.

## Subgroup analysis

There were no differences in the proportion of players presenting with a biomarker or cardiac abnormalities

based on ethnic groups (32/787 (4.1%) Caucasians; 3/109 (2.7%) Melanesian; 1/53 (1.9%) Afro-Caribbean). The proportion of athletes with biomarker or cardiac abnormalities did not vary according to BMI. (BMI < 30 [$n=635$] versus > 30 [$n=315$]; CRP > 5: 42 (7.1%) vs 25 (8.6%); troponin I > 34: 12 (2.8%) vs 10 (3.4%); D-Dimer > 400: 35 (8.0%) vs 26 (9.0%)); ECG abnormalities: 6 (1.0%) vs 2 (0.7%); stress test abnormalities: 6 (3.4%) vs 4 (4.2%); and echocardiographic abnormalities: 1 (0.6%) vs 0 (0.0%).

## Clinical outcomes

The only recorded adverse clinical event was ventricular tachycardia in a patient with a previous SARS-CoV-2 infection, which occurred during a match. The subject had completed a cardiology work-up 64 days prior to the event. Post-COVID tests did not demonstrate repolarization or rhythm abnormalities on the resting or exercise ECG. Echocardiography and CMR imaging in the acute phase did not demonstrate any abnormalities. All biomarkers were within normal limits. The player underwent ablation of a focal ventricular arrhythmia from the right ventricular infundibulum and was able to return to competitive sport.
<figure><img src="image_6.png" /></figure>

## Discussion

The main findings of the present study, which included a large cohort of elite- and high-level athletes, were as follows: (1) The rate of adverse clinical cardiac events after mild/asymptomatic COVID-19 is very low, despite resumption of high-level training, (2) in the vast majority of athletes, biomarkers of cardiac injury remain in the normal range after a mild/asymptomatic COVID-19, (3) the incidence of structural cardiac abnormalities attributable to COVID-19 on echocardiography and/or CMR is very low, (4) the burden of arrhythmias is low among athletes with mild/asymptomatic COVID, and (5) among the small subset of athletes with structural/electrical abnormalities potentially related to mild COVID-19, the abnormalities are subtle and restricted to a single cardiac investigation.

In keeping with our findings, in a large observational cohort from 42 USA colleges/universities, Moulson also reported a low rate of clinical events and abnormalities on cardiac evaluation (on ECG, troponin, echocardiography and CMR in selected cases) [21]. Importantly, in the present study, in addition to university athletes, we included a large cohort of > 750 professional rugby athletes, who routinely undertake a significantly higher exercise volume and intensity.

More recently, Martinez and colleagues reported a low incidence of cardiac abnormalities in a similarly sized cohort of professional athletes. Importantly, however, MRI was performed in a very small subset of their cohort, and comparative data from COVID negative control athletes was not available [22]. Furthermore, we systematically performed stress testing, which allowed quantification of functional capacity and arrhythmia monitoring on exercise. Our results consolidate and build upon the results from the aforementioned observational registries [11, 19–23] and demonstrate that despite professional-level intensity of exercise, mild/asymptomatic SARS-CoV-2 infections are associated with a very low of adverse cardiac effects.

Comprehensive cardiac evaluation with ECG, echocardiography, stress tests, and indeed a high-resolution protocol CMR, failed to identify any abnormalities in the vast majority of our cohort. The rarity of ECG abnormalities in our COVID(+) athletes raises the question as to whether systematic ECG screening in required. During stress testing, repolarization abnormalities were very rare. Only a minority of athletes had exercise-induced isolated ventricular ectopy. In keeping with previous reports, the identification of abnormalities following echocardiographic analysis was also
<table><caption>**Table 2** Biological markers according to COVID status</caption><thead><tr><th>Biomarkers<fnref n="1" /></th><th>F-NLR Rugby players, n = 779</th><th>Student athletes, n = 171</th></tr></thead><tbody><tr><td><strong>CRP, mg/L</strong></td><td></td><td></td></tr><tr><td>COVID(−)Athletes, median (Q1; Q3), D0</td><td>1.1 (0.9; 4.0)</td><td>0.6 (0.3; 1.5)</td></tr><tr><td>Athletes with levels > 5 mg/L, n %</td><td>47 (9.0)</td><td>9 (6.3)</td></tr><tr><td>Among COVID(+) incident Athletes with paired pre-and post-infection samples, n = 161:</td><td></td><td></td></tr><tr><td>Pre-COVID time point, median (Q1; Q3)</td><td>1.5 (1.0; 4.0)</td><td>NA</td></tr><tr><td>Athletes with levels > 5 mg/L, n %</td><td>9 (5.6)</td><td>NA</td></tr><tr><td>Post-COVID time point, median (Q1; Q3)</td><td>2.0 (1.0; 4.0)</td><td>NA</td></tr><tr><td>Athletes with levels > 5 mg/L, n %</td><td>14 (8.7)</td><td>NA</td></tr><tr><td><strong>Troponin, ng/L</strong></td><td></td><td></td></tr><tr><td>COVID (−)Athletes, median (Q1; Q3), D0</td><td>5.7 (3.8; 10.0)</td><td>NA</td></tr><tr><td>Athletes with levels > 34 ng/L, n %</td><td>11 (2.1)</td><td>NA</td></tr><tr><td>Among COVID(+) incident Athletes with paired pre-and post-infection samples, n = 136:</td><td></td><td></td></tr><tr><td>Pre-COVID time point, median (Q1; Q3)</td><td>5.1 (4.1; 10.5)</td><td>NA</td></tr><tr><td>Athletes with levels > 34 ng/L, n %</td><td>8 (5.9)</td><td>NA</td></tr><tr><td>Post-COVID time point, median (Q1; Q3)</td><td>5.1 (4.7; 13.0)</td><td>NA</td></tr><tr><td>Athletes with levels > 34 ng/L, n %</td><td>8 (5.9)</td><td>NA</td></tr><tr><td><strong>D-Dimer, ng/mL</strong></td><td></td><td></td></tr><tr><td>COVID(−)Athletes, median (Q1; Q3), D0</td><td>270.0 (215.0; 285.0)</td><td>NA</td></tr><tr><td>Athletes with levels > 400 ng/ml, n %</td><td>43 (8.3)</td><td>NA</td></tr><tr><td>Among COVID(+) incident Athletes with paired pre-and post-infection samples, n = 139</td><td></td><td></td></tr><tr><td>Pre-COVID time point, median (Q1; Q3)</td><td>231.0 (215.0; 270.0)</td><td>NA</td></tr><tr><td>Athletes with levels > 400 ng/ml, n %</td><td>11 (7.9)</td><td>NA</td></tr><tr><td>Post-COVID(+) time point, median (Q1; Q3)</td><td>270.0 (215.0; 318.0)</td><td>NA</td></tr><tr><td>Athletes with levels > 400 ng/ml, n %</td><td>24 (17.3)</td><td>NA</td></tr></tbody></table>

extremely low [21, 24]. Overall, the favorable cardio-vascular outcomes indicate that the aforementioned investigations are not routinely indicated for mild/ asymptomatic COVID-19 and should be reserved for symptomatic athletes. In agreement with prior evidence [21, 24–27], we recommend a simple rest period of 7 to 10 days before the gradual resumption of physical activity. We would, however, recommend caution when extrapolating these findings to emerging SARS-CoV-2 variants.

In the present study, state-of-the-art CMR, including high-resolution LGE, yielded a low rate of abnormalities in asymptomatic/mildly symptomatic COVID-19(+) athletes. CMR-based diagnosis of acute myocarditis relies on the identification of myocardial abnormalities on T1 and T2 imaging [28]. Unfortunately, this strategy is not sensitive after the inflammatory phase, because once edema has resolved, the inflammatory origin remains a working hypothesis and the temporal relationship with

the initial insult remains unknown. This is a critical in athletes because of a higher prevalence of CMR-detected sub-clinical myocardial fibrosis due to physiological remodeling [29]. Most prior CMR series in COVID(+) patients have focused on hospitalized patients with a troponin rise, reporting a spectrum of myocardial injuries secondary to ischemic and non-ischemic mechanisms [9]. Initial series in less symptomatic COVID(+) cohorts have also reported an unexpectedly high rate of subclinical myocarditis on CMR, including among athletes [17, 30]. Our results indicate that the prevalence of scarring is very low, which is in line with several recent studies [11, 19–21, 24]. The discrepancy with the earlier CMR series could be explained by selection bias, and by the inappropriate attribution of non-specific findings to COVID-19. Overall, our results suggest that in the context of SARS-CoV-2 infection, as with other viruses with known cardiac tropism, CMR indications should be limited to

<footnote n="1">¹ Threshold for normal values was < 5 mg/L; < 34 ng/ml, and < 400 ng/mL for CRP, troponin I and D-Dimers, respectively. COVID(−) athletes: inclusion (D0) values described for those never having any evidence of prevalent or incident infection during the study (i.e., excluding also pre-infection values of later COVID(+) incident). For the COVID(+) incident players subgroup with laboratory assessments available pre- and post-SARS-CoV2 infection, median (Q1; Q3) days after infection was 7 (7; 12)</footnote>
<table><caption>**Table 3** Cardiac assessment according to COVID status</caption><thead><tr><th>Cardiac assessment</th><th>F-NLR Rugby players, n = 779</th><th>Student Athlete, n = 171</th></tr></thead><tbody><tr><td><strong>ECG Abnormalities, n (%)</strong></td><td></td><td></td></tr><tr><td>COVID (–) athletes, n (%)</td><td>2 (0.3)</td><td>0 (0.0)</td></tr><tr><td>Post-COVID(+), new abnormalities<sup>1</sup></td><td>6 (2.9)</td><td>0 (0.0)</td></tr><tr><td><strong>Echocardiography abnormalities, n (%)</strong></td><td></td><td></td></tr><tr><td>Post-COVID(+)<sup>2</sup></td><td>1 (0.5)</td><td>0 (0.0)</td></tr><tr><td><strong>Stress test abnormalities, n (%)</strong></td><td></td><td></td></tr><tr><td>Post-COVID(+)<sup>3</sup></td><td>7 (3.4)</td><td>3 (12.0)</td></tr><tr><td><strong>CMR abnormalities<sup>4</sup></strong></td><td></td><td></td></tr><tr><td>COVID (–), n (%)</td><td></td><td></td></tr><tr><td>Non-specific</td><td>2 (7.1)</td><td>NA</td></tr><tr><td>Specific</td><td>1 (3.6)</td><td>NA</td></tr><tr><td>Post-COVID(+), n (%)</td><td></td><td></td></tr><tr><td>Non-specific</td><td>10 (11.1)</td><td>2 (16.7)</td></tr><tr><td>Specific</td><td>0 (0.0)</td><td>1 (8.3)</td></tr></tbody></table>

athletes with clinically suspected myocarditis, or to those with positive troponin and/or echocardiography.

Consistent with recent reports, troponin I and CRP levels were in the normal range in the majority of our cohort with mild/asymptomatic COVID-19 [17, 21, 31]. In the rugby F-NRL cohort, we observed a proportion of athletes with increased D-Dimer levels after COVID-19. Of note, the baseline values of these parameters have been reported to be significantly higher in some athletes compared to the general population [32–34]. Rugby players are regularly exposed to sport-related trauma, which could potentially contribute to even higher D-Dimer levels. Caution is therefore needed when interpreting these biomarkers in rugby players the context of COVID-19, with or without associated myocardial lesions.

We did not find differences in the proportion of cardiac abnormalities according to ethnicity, in particular in our relatively large cohort of Ilian-Melanesian descent, who have rarely been studied in the literature [35]. In contrast to recently published work reporting a linear correlation between BMI and severity of COVID-19 infections in a young population [36], we did not demonstrate differences in the prevalence of biomarker/cardiac

abnormalities between athletes with BMI < 30 kg/m<fnref n="2" /> and those with > 30 kg/m<fnref n="2" />. Beyond the potential contribution of intense physical activity on enhancing immunity [37], this finding argues for considering the fact that, at least in sportsmen, the fat mass alone rather than the overall body mass as a risk factor for developing severe COVID-19 infections, and in particular, cardiac sequelae of COVID-19 infections.

## Limitations

In contrast to the study of Brito et al. [30], we did not measure left ventricular longitudinal strain during echocardiographic analysis. Based on previous reports indicating lower baseline longitudinal strain in some athletes [38], this parameter was not deemed optimal for functional assessment in our cohort. Given the clinical context, increased D-Dimer levels were not systematically investigated with pulmonary angiography or pulmonary scintigraphy to eliminate potential differential diagnoses of embolic complications. However, the presence of elevated D-Dimer levels at inclusion in COVID(–) athletes, the excellent outcome in COVID(+) athletes exposed to a whole competitive season and the absence of a subsequent diagnosis of pulmonary embolism suggest that the elevated D-Dimer is likely to be attributable repeated hemorrhagic muscular micro- and macro-trauma related to intense exercise. Finally, there were significant differences in the protocols for investigation of F-NRL and student athletes and the two cohorts were not systematically matched in terms of baseline characteristics. In particular, we anticipated the fact that the population of F-NRL players are exclusively male and play exclusively rugby by including the student athletes population, 50% of whom are female and who play a variety of 27 sports. The outcomes in the mixed student population were not significantly different from the exclusively male F-NRL population. There were also no differences when comparing to a strictly female population of student athletes.

## Conclusions

In population of high-level athletes, pauci or asymptomatic COVID-19 was not associated with an increased risk of cardiac events. Electrical, morphological and functional assessment of the heart was consistently normal, even when using high-resolution CMR, indicating an absence of significant cardiac impact. Consequently, in keeping with recent recommendations [39, 40], systematic cardiac investigation prior to resumption of intense amateur or indeed professional sport could be significantly reduced, or even eliminated.

<footnote n="1">¹ All F-NRL athletes underwent ECG at inclusion. The ECG was compared to an ECG performed during the previous year. For COVID(+), incident F-NRL players, the post-COVID ECG was compared to pre-COVID ECG. All sport students of the University of Bordeaux underwent an inclusion ECG</footnote>

<footnote n="2">² COVID(+), prevalent and COVID(+), incident athletes underwent echocardiography at the end of the isolation period. Any COVID(+) prevalent student athletes (history of positive SARS-CoV-2 PCR in the previous 6 months and/or positive serology at inclusion) underwent echocardiography</footnote>

<footnote n="3">³ All COVID(+) athletes underwent stress testing. ⁴CMR was performed in 130 athletes [102 COVID(+) and 28 COVID(–)]</footnote>
<table><caption>**Table 4** Participants with at least one cardiologic abnormality on ECG/echocardiography/MRI/stress test according to COVID status</caption><thead><tr><th>Study Group</th><th>Ethnic Group</th><th>Abnormal resting ECG</th><th>Abnormal stress test</th><th>Abnormal Echocardiogram</th><th>Fibrosis on CMR</th><th>Clinical events</th><th>COVID (+)</th><th>Abnormal Troponin (&gt; 34)</th><th>Abnormal D-Dimer (&gt; 400)</th></tr></thead><tbody><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>Yes</td><td>—</td><td>—</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>Non-specific</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>Non-specific</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>Yes</td><td>—</td><td>—</td><td>—</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>Yes</td><td>—</td><td>—</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>Missing</td><td>Missing</td><td>Yes</td><td>—</td><td>No</td><td>Yes</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>Non-specific</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>Non-specific</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>—</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>—</td><td>Yes</td><td>—</td><td>—</td><td>Yes</td><td>—</td><td>Yes</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>Non-specific</td><td>—</td><td>Yes</td><td>—</td><td>Yes</td></tr><tr><td>F-NRL player</td><td>Ilian-Melanesian</td><td>—</td><td>Yes</td><td>—</td><td>Missing</td><td>—</td><td>Yes</td><td>—</td><td>Yes</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>Non-specific</td><td>—</td><td>Yes</td><td>Yes</td><td>—</td></tr><tr><td>F-NRL player</td><td>Ilian-Melanesian</td><td>—</td><td>Yes</td><td>—</td><td>Missing</td><td>—</td><td>Yes</td><td>Yes</td><td>Yes</td></tr><tr><td>F-NRL player</td><td>Ilian-Melanesian</td><td>—</td><td>Yes</td><td>—</td><td>Missing</td><td>—</td><td>Yes</td><td>—</td><td>Yes</td></tr><tr><td>F-NRL player</td><td>Afro-Caribbean</td><td>Yes</td><td>—</td><td>—</td><td>Missing</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>Non-specific</td><td>—</td><td>No</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>—</td><td>Ventricular Tachycardia</td><td>Yes</td><td>Missing</td><td>Missing</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>Non-specific</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>Yes</td><td>—</td><td>—</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>Non-specific</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>Yes</td><td>—</td><td>—</td><td>Missing</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>Non-specific</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>Missing</td><td>Missing</td><td>Non-specific</td><td>—</td><td>No</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>Yes</td><td>—</td><td>—</td><td>Missing</td><td>—</td><td>Yes</td><td>Missing</td><td>Missing</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>Yes</td><td>Missing</td><td>Missing</td><td>Missing</td><td>—</td><td>No</td><td>Missing</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>Yes</td><td>—</td><td>Missing</td><td>Missing</td><td>—</td><td>Yes</td><td>Missing</td><td>Missing</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>Yes</td><td>—</td><td>—</td><td>Missing</td><td>—</td><td>No</td><td>Missing</td><td>Missing</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>Yes</td><td>—</td><td>—</td><td>—</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>Non-specific</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>F-NRL player</td><td>Caucasian</td><td>—</td><td>Yes</td><td>—</td><td>Missing</td><td>—</td><td>Yes</td><td>—</td><td>—</td></tr><tr><td>Student Athl</td><td>Caucasian</td><td>—</td><td>Yes</td><td>—</td><td>—</td><td>—</td><td>Yes</td><td>Missing</td><td>Missing</td></tr><tr><td>Student Athl</td><td>Caucasian</td><td>—</td><td>Yes</td><td>—</td><td>Missing</td><td>—</td><td>Yes</td><td>Missing</td><td>Missing</td></tr><tr><td>Student Athl</td><td>Caucasian</td><td>—</td><td>Yes</td><td>—</td><td>—</td><td>—</td><td>Yes</td><td>Missing</td><td>Missing</td></tr><tr><td>Student Athl</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>Yes</td><td>—</td><td>Yes</td><td>Missing</td><td>Missing</td></tr><tr><td>Student Athl</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>Non-specific</td><td>—</td><td>Yes</td><td>Missing</td><td>Missing</td></tr><tr><td>Student Athl</td><td>Caucasian</td><td>—</td><td>—</td><td>—</td><td>Non-specific</td><td>—</td><td>Yes</td><td>Missing</td><td>Missing</td></tr></tbody></table>

‘-’, Normal assay; Student Athl., Student athletes
<figure><img src="image_7.png" /></figure>

**Fig. 4** Late gadolinium enhancement CMR findings in athletes following mildly symptomatic COVID-19 infection. Yellow arrows indicate areas of LGE. A-B: small focal intramural LGE in the vicinity of the posterior RV insertion point. This pattern observed in equal proportions of COVID(+) and COVID(-) athletes, and considered as non-specific because suggestive of physiological remodeling. C: Intramural and sub-epicardial LGE lesion on infero-latero-basal LV segment, shown in short axis and 3-chamber views (top and bottom panel, respectively). The patient had experienced a mild symptomatic SARS-CoV-2 infection 65 days prior to the CMR study, with no clinical signs of myocarditis. Echocardiography, ECG and troponin tests were negative at inclusion. This CMR finding being suggestive of a post-inflammatory origin, scarring secondary to COVID-related myocarditis could not be ruled out

**Abbreviations**

COVID-19: Coronavirus disease 2019; ECG: Electrocardiogram; VPB: Ventricular premature beat; CMR: Cardiac magnetic resonance; SARS-CoV-2: Severe acute respiratory syndrome coronavirus 2; F-NRL: French National Rugby League; METS: Metabolic equivalents of tasks.; SD: Standard deviation; LGE: Late gadolinium enhancement.

**Supplementary Information**

The online version contains supplementary material available at https://doi.org/10.1186/s40798-022-00469-0.

**Additional file 1. Supplementary Table: MRI findings.**

**Acknowledgements**

We thank the biologist doctors linked to F-NRL clubs for their investment and adaptability for the realization of SARS-CoV-2 tests: F. Caltagirone, G. Carcenac, A. Caussanel, T. Charbonnier, D. Destizon, F. Doermann, M. Gervais, P. Hérisson, P. Jankovic, I. Lagrange, S. Langlin, J.F. Laran, J.P. Riviecco, S. Robin, M. Sambourg, D. Savarit, S. Sens, A. Touzalin, J.M. Zeglany. We thank C. Cognet, M. Le Goff and the team of the CRB Bordeaux Biothèques Santé for their investment and excellent technical assistance. We thank Drs. H. Cassoudessale, B. Glize, O. Lichau, A. Raberin and J. Morlier for assistance to include Bordeaux University Students. We thank the committee of F-NRL COVID-experts, which accompanied the club physicians: Dr. B. Dusfour, Dr. F. Merle, Dr. I. Pellegrin, Dr. Y. Welker,

J.B. Compere, S. Jallet. We thank J. Garot and E. Bruguiere for their particular investment in CMR realization.

**ASCCOVID Investigators Group:** Dr. Laurent Chevalier (Principal Investigator), Dr. Isabelle Pellegrin (Co-Investigator) and the physician investigators of the French National Rugby League clubs: Agnès Aillaud (Valence), Michel Babeau (Carcassonne), Akram Bensaid (Montauban), Jeremy Bernard (Brive), Sylvain Blanchard (Le Plessis Robinson), Cédric Chadourne (Castres), Patrick Claisse (Aurillac), Victor Cubillé (Grenoble), Jean-Michel Dindart (Bordeaux), Marco Franchi (Bordeaux), Sophie Goguillot (Nevers), Ludovic Humetz (La Rochelle), Philippe Izard (Toulouse), Benjamin Laffourcade (Bayonne), Bernard Lemahieu (Colomiers), Damien Monnot (Bordeaux-Bègles), Cédric Poirier (Angoulême), Philippe Pouget (Pau), Jean-Louis Rebeyrrol (Biarritz), Elliot Rubio (Paris), Carlos Vela (Perpignan), Quentin Vincent (Le Plessis Robinson).

**Author contributions**

LC designed the protocol, carried out part of the cardiological assessments, was involved in fundraising and participated in the writing of the article; HC piloted the MRI part of the protocol and carried out a centralized proofreading of the MRIs with Soumaya Sridi-Cheniti and Samy Benhenda; SM had a major role in writing, revising and finalizing the manuscript; SB designed the protocol and carried out part of the rugby assessments; AB and Tanguy Cariou performed statistical analysis; SD, SC, SG and J-MG participated in the centralized proofreading of the ECGs, echocardiograms and stress tests; PT and SP carried out centralized monitoring of SARS-CoV-2; BD designed the protocol and organized follow-up of the rugby players; SR performed data collection and entry; MF participated in protocol design and along with Aurelie Pouzet
and organized follow-up of blood samples and ECGs of students athletes; PJ designed the protocol and participated in the writing of the article; and IP designed the protocol, centralized and carried out all the biological assays, was involved in fundraising and participated in the writing of the article. All authors read and approved the final manuscript.

## Funding

This work was made possible thanks to the financial support of the French National Rugby League, Paris, France; the New Aquitaine Region, Bordeaux, France; the University of Bordeaux, France; the French Ministry of Sports, Paris, France; and the Club des Cardiologues du Sport, Lyon, France. IHU LIRYC is partly funded by a national Grant ANR-10-IAHU-04.

## Availability of data and materials

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

## Declarations

### Ethics approval and consent to participate

Written informed consent was obtained from all participants. The study was approved by the Ethics Committee (Toulouse, SUD-OUEST ET OUTRE-MER II, ID-RCB: 2020-A01196-33).

### Consent for publication

All authors have provided consent for publication.

### Competing interests

Abbott has kindly provided the anti-SARS-CoV-2 serology tests (IgG and IgM) to the biology department of the Bordeaux University Hospital (I. Pellegrin, S. Picard, P. Trimoulet) for centralized serologies. The other authors declare that they have no competing interests.

### Author details

¹Clinique du Sport Bordeaux-Mérignac, 2 rue Georges Negrevergne, 33700 Merignac, France. ²IHU Liryc, CHU Bordeaux, Univ. Bordeaux, Bordeaux, France. ³Liverpool Heart and Chest Hospital NHS Trust, Liverpool, UK. ⁴IHU LIRYC, Bordeaux, France. ⁵French National Rugby League Medical Committee, Montpellier, France. ⁶Public Health Department, Clinical Epidemiology Unit, CHU Bordeaux, 33000 Bordeaux, France. ⁷Department of Cardio-Vascular Imaging, CHU Bordeaux, Univ. Bordeaux, 33000 Bordeaux, France. ⁸HP2 Laboratory, Université Grenoble Alpes, INSERM, CHU Grenoble Alpes, Grenoble, France. ⁹Clinique du Millénaire, Montpellier, France. ¹⁰Department of Cardiology, Desgenettes Hospital, Lyon, France. ¹¹Cardiorespiratory Rehabilitation Centre Clos Champirol, Saint-Priest-en-Jarez, France. ¹²Laboratory of Virology, CHU Bordeaux, 33000 Bordeaux, France. ¹³Department of Biology, CHU Bordeaux, 33000 Bordeaux, France. ¹⁴Translational Research Project Manager, Department of Biology, CHU Bordeaux, 33000 Bordeaux, France. ¹⁵SMART Campus Olympique, Université Bordeaux, Bordeaux, France. ¹⁶Department of Electrophysiology and Cardiac Stimulation, CHU Bordeaux, 33000 Bordeaux, France. ¹⁷Univ. Bordeaux, Bordeaux, France. ¹⁸Laboratory of Immunology and Immunogenetics, CHU Bordeaux, 33000 Bordeaux, France. ¹⁹CNRS, UMR 5164-ImmunoConcEpT, Bordeaux University, Bordeaux, France.

Received: 18 February 2022 Accepted: 2 May 2022

Published online: 25 June 2022

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