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Article

ABO Blood Groups and the Incidence of Complications in COVID-19 Patients: A Population-Based Prospective Cohort Study

by
Salvador Domènech-Montoliu
1,
Joan Puig-Barberà
2,
Maria Rosario Pac-Sa
3,
Paula Vidal-Utrillas
4,
Marta Latorre-Poveda
1,
Alba Del Rio-González
4,
Sara Ferrando-Rubert
4,
Gema Ferrer-Abad
4,
Manuel Sánchez-Urbano
1,
Laura Aparisi-Esteve
5,
Gema Badenes-Marques
1,
Belén Cervera-Ferrer
1,
Ursula Clerig-Arnau
1,
Claudia Dols-Bernad
6,
Maria Fontal-Carcel
7,
Lorna Gomez-Lanas
1,
David Jovani-Sales
1,
Maria Carmen León-Domingo
8,
Maria Dolores Llopico-Vilanova
1,
Mercedes Moros-Blasco
5,
Cristina Notari-Rodríguez
6,
Raquel Ruíz-Puig
1,
Sonia Valls-López
1 and
Alberto Arnedo-Pena
3,9,10,*
add Show full author list remove Hide full author list
1
Emergency Service Hospital de la Plana, Health Department 3, 12540 Vila-Real, Spain
2
Vaccines Research Area FISABIO, 46020 Valencia, Spain
3
Public Health Center, Health Department 2, 12003 Castello de la Plana, Spain
4
Health Centers I and II, Health Department 2, 12530 Borriana, Spain
5
Carinyena Health Center, 12540 Vila-Real, Spain
6
Health Center, Health Department 3, 12200 Onda, Spain
7
Health Center, Health Department 3, 12600 La Vall d’Uixó, Spain
8
Villa Fátima School, Health Department 3, 12530 Borriana, Spain
9
Department of Health Science, Public University Navarra, 31008 Pamplona, Spain
10
Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
*
Author to whom correspondence should be addressed.
Int. J. Environ. Res. Public Health 2021, 18(19), 10039; https://doi.org/10.3390/ijerph181910039
Submission received: 27 July 2021 / Revised: 6 September 2021 / Accepted: 16 September 2021 / Published: 24 September 2021
(This article belongs to the Special Issue Health Data: Tools for Decision-Making)

Abstract

:
After a COVID-19 outbreak in the Falles festival of Borriana (Spain) during March 2020, a cohort of patients were followed until October 2020 to estimate complications post-COVID-19, considering ABO blood groups (ABO). From 536 laboratory-confirmed cases, 483 completed the study (90.1%) carried by the Public Health Center of Castelló and the Emergency and Microbiology and Clinical Analysis of Hospital de la Plana Vila-real. The study included ABO determination and telephone interviews of patients. The participants had a mean age of 37.2 ± 17.1 years, 300 females (62.1%). ABO were O (41.4%), A (45.5%), B (9.1%), and AB (3.9%). We found no difference in the incidence of COVID-19 infections. A total of 159 (32.9%) patients reported one or more post-COVID-19 complications with divergent incidences after adjustment: O (32.3%), A (32.6%), B (54.1%), and AB (27.6%); B groups had more complications post-COVID-19 when compared with O group (adjusted relative risk [aRR] 95% confidence interval [CI] 1.68, 95% CI 1.24–2.27), and symptoms of fatigue (1.79, 95% CI 1.08–2.95), myalgia (2.06, 95% CI 1.10–3.84), headache (2.61, 95% CI 1.58–4.31), and disorder of vision (4.26 95% CI 1.33–13.60). In conclusion, we observed significant differences in post-COVID-19 complications by ABO, with a higher incidence in B group. Additional research is justified to confirm our results.

1. Introduction

Ongoing symptomatology in COVID-19 patients after the acute phase of the illness is frequent. It has been characterized as a syndrome of long or persistent COVID, affecting both children and adults [1,2,3]. The research on the risk and protective factors of infection and severity of COVID-19 is crucial in the second year of the pandemic. Thus far, many potential factors have been considered [4,5].
Among these factors, the ABO blood groups (ABO) are being studied with intensity [6,7,8,9], and it has been recommended to determine the ABO of COVID-19 patients to improve medical care [10].
There are, however, conflicting results about the role of ABO and the risk of COVID-19 disease. Some studies found the A and B blood groups related to a higher risk of infection, complications, and mortality [11,12,13,14,15]. In contrast, other studies have not found differences in disease severity among the O and A groups [16], whereas other studies have found the O group as protective, compared to the non-O blood groups. Finally, large and well-designed studies have not found that the ABO blood groups are a risk factor for COVID-19 infection or severity [17,18].
Several conditions could explain this situation of conflicting results, including diversity of sample size, effect size, multiple confounders, publication bias, or even chance distributions [17,19,20]. Complications considering ABO and the follow-up of patients with a mild illness have been less studied [21,22,23,24].
This study aimed to estimate the frequency of persistent symptoms and complications in COVID-19 patients and its associations with ABO blood groups.

2. Materials and Methods

After a COVID-19 outbreak in the Falles festival with several mass gathering events (MGEs) in Borriana (Spain) during March 2020 [25], we followed a population-based prospective cohort of patients until October 2020 [26] to estimate disease evolution and incidence of complications post-COVID-19, and its relationship with participants ABO blood group. The study was carried by the Public Health Center of Castelló, and the Emergency and Microbiology and Clinical Analysis Services of Hospital de la Plana Vila-real (Spain).
We performed the first study of the COVID-19 outbreak during May–June 2020 through a serological survey and questionnaire interview [25]; we included 1338 people in the study, and we found 570 COVID-19 patients with 536 patients, laboratory-confirmed tests: electrochemiluminescence immunoassay (ECLIA) (Elecsys®, Mannheim, Germany, Anti-SARS-CoV-2, Roche Diagnostics) [27], in 514 patients, lateral flow immunochromatographic assay (LFIC), in 15 patients, and reverse transcriptase–polymerase chain reaction (RT-PCR) in 39 patients [25]. ABO was determined by the gel test (ID-Card ABO/RhD, DiaMed GmbH, Bio-Rad Laboratories Switzerland) [28].
In October 2020, health staff of the Hospital de la Plana Vila-real, and health centers of Borriana, Vila-real, Onda, and La Vall d’Uixo conducted a telephone interview of each participant to obtain information about their health situation, medical assistance, illness’s evolution, symptoms post-COVID-19, and duration. In addition, we acquired data from the May–June questionnaire on age, sex, weight, height, body mass index (BMI) (kg/m2), occupation, level of physical exercise, smoking habits, consumption of alcohol, chronic illness, and COVID-19 exposures. COVID-19 exposition included the following features: see a person with a cough at MGEs, attendance MGEs ≥ 2, contact with a COVID-19 case, and family with COVID-19 case.

Statistical Methods

The expected incidence of COVID-19 infection by the ABO was estimated from the distribution of ABO in three sources: two blood donor studies of Catalonia and Navarra [13,29] and one study of an active general population of the Spanish Mediterranean zone [30]. We compared the observed ABO distribution with the expected distribution through Fisher’s exact test. Distributions of ABO from the three sources were applied to the 1338 participants in the COVID-19 outbreak study [25] to obtain an incidence rate by each ABO. We used the O group as the reference to estimate relative risks (RR) and 95% confidence interval (CI) by Poisson regression.
Reported complications and symptoms were the dependent variables, and ABO was the predictive variable. We used the Chi2, Fisher’s exact test, Wilcoxon matched-pairs signed-ranks test, and Kruskal–Wallis tests for unadjusted comparisons. After a review of medical literature, we used directed acyclic graphs [31], and identified age, sex, lifestyle, and COVID-19 exposures as confounding factors [32], and adjusted our models accordingly using inverse probability weight regression [33]. We performed all calculations with the statistical program STATA® version 14.
Following up this cohort was part of the public health surveillance as a prolongation of the COVID-19 outbreak control measures [25] and the response of the COVID-19 pandemic. It was exempted from Ethics Review Board approval’s protocol according to the Spanish legislation. The study was approved by the director of the Public Health Center of Castelló and the management of the Health Department of La Plana. All participants or the parents of the minors provided their informed written consent to be included in the study.

3. Results

The participation rate was 90.1% (483/536) considering the patients with laboratory-confirmed COVID-19 in the COVID-19 outbreak. The mean age was 37.2 ± 17.1 years (rank 1–81), with 300 females (62.1%) and 183 males (37.9%). ABO blood groups distribution was O (41.4%), A (45.5%), B (9.1%), and AB (3.9%). The subjects’ characteristics by ABO are shown in Table 1. We found no appreciable differences among ABO by demographic, lifestyle, and COVID-19 exposure.
We found no difference in the incidence of SARS-CoV-2 when comparing the observed proportion of ABO and the expected proportion from blood donors of Catalonia (p = 0.247) and Navarra (p = 0.089), and an active general population (p = 0.366) (Table 2). However, RRs of no-O groups presented a higher incidence than the estimated O group with a range of 1.06–2.06 and was significant when applying the two blood donor sources to the participants in the COVID-19 outbreak but not when using the active general population.
Symptoms and duration of the COVID-19 illness among ABO are shown in Table 3. B group experienced a higher proportion of symptomatic disease, medical consultation, hospitalization, and a longer duration of illness. B group reported a higher presence of symptoms such as diarrhea, vomits, weakness, headache, and myalgia. Fever and loss of smell/taste presented significant differences with the other blood groups, (p = 0.020) and (p = 0.016), respectively. There was no difference in habitual health status before and after the COVID-19 considering the ABO blood group. We found significant differences in the O and A groups between the before and after the illness in health status (p = 0.000) and (p = 0.001); in contrast, little to no difference for the B group (p = 0.180) and AB group (p = 0.414).
A 32.9% of patients (159/483) reported at least one complication (Table 4) with a mean duration of 160.9 ± 45.6 days. The incidence of complications was higher in the B group (50%), compared to the other ABO (31.2%) with a marginally non-significant difference (p = 0.072). In October 2020, 81.8% of patients (395/483) had recovered to their former health, but recovery was less frequent in the B group (70.5%), compared to the other ABO (82.9%) (p = 0.047). In addition, 83.2% (402/483) reported that their health status was the same as before the illness; this was also lower in subjects of the B group (70.5%) when compared to the subjects with other ABO (84.3%) (p = 0.025).
In October 2020, 53.4% of patients reported at least one symptom (258/483) without difference among ABO (p = 0.586) (Table 4). Reported symptoms of fatigue, abdominal pain, muscle pain, loss of smell/taste, headache, the difficulty to solve simple math operations, and skin lesions was higher in the B group. The AB group had a lower incidence of complications and reported symptoms than the B group, and compared with the O group, had high recovery and return health status as before.
We show adjusted incidence rate (aIR) and adjusted RR (aRR) of complications and reported symptoms in Table 5. The B group presented higher aIR than the other ABO in complications, lower recovery, and return health status as before with aRR of 1.68 (95% CI 1.24–2.27), 0.86 (0.70–1.03), and 0.85 (0.71–1.04).
Compared with the O-group subjects, the B-group subjects reported more frequently symptoms of fatigue (29.0% versus 16.2% aRR = 1.79 95% CI 1.08–2.95), muscle pain (21.1% versus 9.8% aRR = 2.06 95% CI 1.10–3.84), headache (36.4% versus 13.9% aRR = 2.61 95% CI 1.58–4.31), disorder vision (12.8% versus 3.0% aRR = 4.26, 95% CI 1.33–13.60), and medical consultation in the acute illness (56.7% versus 42.5% aRR = 1.33 95% CI 1.01–1.75). Loss of the smell/taste was higher in the B group but with a marginally non-significant difference (26.0% versus 14.8% aRR = 1.75, 95% CI 0.95–3.23). Brain fog, as a summary of mental symptoms (Table 5), was higher in the B group but not significant (18.1% versus 12.3% aRR = 1.46 95% CI 0.75–2.73). On the other hand, the AB group’s small size prevented obtaining valid estimations.

4. Discussion

Our results suggest that ABO had not an appreciable impact on the incidence of COVID-19 infection, with the B-group subjects experiencing a higher incidence of complications and reported symptoms than the O group at six months after the acute COVID-19 illness.
Regarding the incidence of SARS-CoV-2 infection in ABO, our results are in line with several studies where no effect of ABO could be found with suitable controls for comparison [17,18,34,35]. The protection of the O group among ABO, which could be found in several studies [29,36,37], is overcome following the Ellis model of ABO incompatibility and SARS-CoV-2 transmission [38]; in the first stages of the epidemic, the non-O groups are more infected, but after, when the majority of the population is infected, the O group has a similar infection rate.
Most ABO studies have been focused on the incidence and severity of COVID-19 [17], and few studies on symptoms and complications post-COVID-19. Some studies found that the O group offered protection against COVID-19 infection, whereas A-group subjects experienced a higher risk of adverse outcomes [12,13,39,40], with more cardiovascular complications in the A-group subjects [41], whereas subjects in the B group experienced more severe illnesses and higher fatality rates [11,15,22,41,42], but no ABO blood group differences in mortality were found in other studies [43,44,45].
In our study, the B-group subjects reported more symptoms and severity of the disease than the other groups. This pattern has been associated with post-COVID-19 complications [46,47]. Complications and reported symptoms here are concordant with the post-COVID-19 disease despite a mild illness in most patients. Hair loss, fatigue, smell/taste loss, headache, muscle pain, insomnia, and anxiety symptoms agree with the post-COVID-19 disease definition [48,49]. In general, physical symptoms (fatigue, muscle pain, headache, lost smell/taste, and vision disorder) had a higher incidence in the B group than mental symptoms (anxiety, depression, insomnia) when compared with other ABO. No difference in complications and reported symptoms were found between O and A groups, in contrast with other studies [23,50,51,52].
Le Pendu et al. [53], in a review of the association between ABO and COVID-19, concluded that the O group provided some protection in comparison with non-O groups, and this could be mediated either by natural anti-A and anti-B antibodies or by a lower efficiency of furin cleavage in the O group [54,55]. In addition, Bloch et al. [56] found that blood donors of group B had higher neutralizing antibody titers than the other ABO. According to this study [56], a possibility is cross reactivity of the virus and the B antigen, and this increases antibody production, but the cause is unknown. In our previous study [26], the O group presented lower persistence of anti-SARS-CoV-2 antibodies than the non-O groups, but we found no difference in antibody levels between ABO blood groups.
Concerning infectious diseases, the O group could have special protection derived from anti-A/anti-B actions of humoral innate immunity [57,58]. In addition, the O group had some physiological advantages such as endurance running, compared with non-O-groups [59]. ABO differences in respect to health and disease are not entirely understood. Still, some studies found that O group subjects have lower thrombosis and more hypertension disease than no-O groups, and the A group has more risk of cardiovascular disease [60,61,62].
The study had some important aspects, including a population-based prospective cohort design, high participation rate, a follow-up of 6 months, and control of potential confounding factors, considering that the exposure to the virus and the duration time could play a crucial role in the clinical course of the disease [63].
The study has some limitations; measured manifestations were reported by questionnaire, so we could not discard information, recall bias, and residual confounding. COVID-19 is a new disease, and some aspects could not be considered in advance. Most patients had a mild illness, and they may not be representative of the COVID-19 patients. A small sample of the AB group prevented definitive estimations in this blood group. The study was focused on COVID-19 patients, and we could not compare our findings with the COVID-19 negative member of the cohort.
Our results support the active medical follow-up of COVID-19 patients considering the high level of symptoms persistence [64]. In our study, the B group appears associated with a higher risk of prolonged symptoms, whereas the O group subjects experienced lower affectation. Considering that there are few studies on ABO blood groups and COVID-19 complications, further research is justified to improve our understanding of the ABO relationship with COVID-19 [65,66,67].

5. Conclusions

ABO blood group patients presented significant differences in post-COVID-19 complications with a more severe course observed in the B group. Additional research is justified to confirm our results.

Author Contributions

Conceptualization, S.D.-M., A.A.-P., M.R.P.-S., L.G.-L., D.J.-S., L.A.-E., U.C.-A., S.F.-R., and M.S.-U.; methodology, A.A.-P., S.D.-M., J.P.-B., P.V.-U., M.L.-P., A.D.R.-G., S.F.-R., M.S.-U., G.F.-A., L.A.-E., G.B.-M., U.C.-A., C.D.-B., and M.M.-B.; software A.A.-P., M.R.P.-S., J.P.-B., and M.C.L.-D.; validation, J.P.-B., C.N.-R., and M.R.P.-S.; formal analysis, M.R.P.-S., A.A.-P., J.P.-B., and S.D.-M.; investigation, S.D.-M., M.R.P.-S., P.V.-U., M.L.-P., A.D.R.-G., S.F.-R., G.F.-A., M.S.-U., L.A.-E., G.B.-M., B.C.-F., U.C.-A., C.D.-B., M.F.-C., L.G.-L., D.J.-S., M.C.L.-D., M.D.L.-V., M.M.-B., C.N.-R., R.R.-P., and S.V.-L.; resources, S.D.-M., G.F.-A., G.B.-M., B.C.-F., M.F.-C., L.G.-L., M.C.L.-D., M.D.L.-V., M.L.-P., C.N.-R., R.R.-P., and S.V.-L.; data curation, A.A.-P., J.P.-B., P.V.-U., M.L.-P., A.D.R.-G., and M.R.P.-S.; writing—original draft preparation, A.A.-P., J.P.-B., M.R.P.-S., M.C.L.-D., S.D.-M., and S.F.-R.; writing—review and editing, J.P.-B., A.A.-P., S.D.-M., U.C.-A., M.F.-C., and M.C.L.-D.; visualization, J.P.-B., D.J.-S., L.A.-E., and L.G.-L.; supervision M.R.P.-S. and M.C.L.-D.; project administration, S.D.-M., A.A.-P., M.C.L.-D., and G.F.-A.; funding acquisition, S.D.-M., M.C.L.-D., and A.A.-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

The study was conducted according to the guidelines of the Declaration of Helsinki. The study was part of the public health surveillance as a prolongation of the COVID-19 outbreak in the Falles festival in Borriana control measures, which was exempted from Ethics Review Board approval’s protocol according to the Spanish legislation, including (1) the General Law of Health, (2) the Law of Cohesion and Quality of the National System of Health, and (3) the Law General of Public Health. The study was approved by the director of the Public Health Center of Castellon and the management of the Health Department of La Plana. In addition, (4) the cohort was following to respond to a new disease, the COVID-19 pandemic. 1. Ley 14/1986, de 25 de abril, General de Sanidad (Law General of Health). Available from https://www.boe.es/eli/es/l/1986/04/25/14/con, Accesed date 2 August 2021. 2. Ley 16/2003, de 28 de mayo, de cohesión y calidad del Sistema Nacional de Salud. (Law of Cohesion and Quality of the National System of Health). Available from https://www.boe.es/eli/es/l/2003/05/28/16, Accesed date 2 August 2021. 3. Ley 33/2011, de 4 de octubre, General de Salud Pública (Law General of Public Health). Available from https://www.boe.es/eli/es/l/2011/10/04/33/con, Accesed date 2 August 2021. 4. Ministerio de Sanidad Acordado en Consejo Interterritorial del Sistema Nacional de Salud el 16 de julio de 2020. Plan de respuesta temprana en un escenario de control de la pandemia por el COVID-19.pdf “Ministry of Health Agreed in the Interterritorial Council of the National Health System on 16 July 2020”. Early response plan in a COVID-19 pandemic control scenario.pdf.

Informed Consent Statement

Informed consent was obtained from all subjects involved in the study.

Data Availability Statement

Data of this study can be consulted if the authors are requested. Dataset: borrianacohort.dta.

Acknowledgments

We thank the participants of the cohort and the Borriana’s Falles organization for the support that made it possible to perform this study. In addition, we appreciate the assistance and support of Roser Blasco-Gari, Helena Buj-Jorda, Israel Borras-Acosta, Lucia Castell-Agusti, Mercedes De Francia-Valero, Maria Domènech-Molinos, Marc Garcia, Maria Gil-Fortuño, Elena Grañana-Toran, Noelia Hernández-Perez, Laura Lopez-Diago, Salvador Martinez-Parra, Sara Moner-Marin, Silvia Pesudo-Calatayud, Lara Sabater-Hernández, Maria Luisa Salve-Martinez, Irene Suarez-Linares, Juan José Ventura-Buchardo, and Alberto Yagüe-Muñoz to carry out the study.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Aiyegbusi, O.L.; Hughes, S.E.; Turner, G.; Rivera, S.C.; McMullan, C.; Chandan, J.S.; Haroon, S.; Price, G.; Davies, E.H.; Nirantharakumar, K.; et al. Symptoms, complications and management of long COVID: A review. J. R. Soc. Med. 2021, 15, 1410768211032850. [Google Scholar]
  2. Davis, H.E.; Assafa, G.S.; McCorkell, L.; Wei, H.; Low, R.J.; Re’em, Y.; Redfield, S.; Jared PAustin, J.P.; Akrami, A. Characterizing long COVID in an international cohort: 7 months of symptoms and their impact. EClinicalMedicine 2021, 38, 101019. [Google Scholar] [CrossRef]
  3. Osmanov, I.M.; Spiridonova, E.; Bobkova, P.; Gamirova, A.; Shikhaleva, A.; Andreeva, M.; Blyuss, O.; El-Taravi, Y.; DunnGalvin, A.; Comberiati, P.; et al. Risk factors for long COVID in previously hospitalised children using the ISARIC Global follow-up protocol: A prospective cohort study. Eur. Respir. J. 2021, 2101341. [Google Scholar] [CrossRef]
  4. Salzberger, B.; Buder, F.; Lampl, B.; Ehrenstein, B.; Hitzenbichler, F.; Holzmann, T.; Schmidt, B.; Hanses, F. Epidemiology of SARS-CoV-2. Infection 2021, 49, 233–239. [Google Scholar] [CrossRef]
  5. Carethers, J.M. Insights into disparities observed with COVID-19. J. Intern. Med. 2021, 289, 463–473. [Google Scholar] [CrossRef]
  6. Li, J.; Wang, X.; Chen, J.; Cai, Y.; Deng, A.; Yang, M. Association between ABO blood groups and risk of SARS-CoV-2 pneumonia. Br. J. Haematol. 2020, 190, 24–27. [Google Scholar] [CrossRef] [PubMed]
  7. Zhao, J.; Yang, Y.; Huang, H.; Li, D.; Gu, D.; Lu, X.; Zhang, Z.; Liu, L.; Liu, T.; Liu, Y.; et al. Relationship between the ABO Blood Group and the COVID-19 Susceptibility. Clin. Infect. Dis. 2020, 73, 328–331. [Google Scholar] [CrossRef] [PubMed]
  8. Wu, B.B.; Gu, D.Z.; Yu, J.N.; Yang, J.; Shen, W.Q. Association between ABO blood groups and COVID-19 infection, severity and demise: A systematic review and meta-analysis. Infect. Genet. Evol. 2020, 84, 104485. [Google Scholar] [CrossRef] [PubMed]
  9. Zhang, Y.; Garner, R.; Salehi, S.; La Rocca, M.; Duncan, D. Association between ABO blood types and coronavirus disease 2019 (COVID-19), genetic associations, and underlying molecular mechanisms: A literature review of 23 studies. Ann. Hematol. 2021, 100, 1123–1132. [Google Scholar] [CrossRef]
  10. AbdelMassih, A.F.; Mahrous, R.; Taha, A.; Saud, A.; Osman, A.; Kamel, B.; Yacoub, E.; Menshawey, E.; Ismail, H.A.; Aita, L.; et al. The potential use of ABO blood group system for risk stratification of COVID-19. Med. Hypotheses 2020, 145, 110343. [Google Scholar] [CrossRef] [PubMed]
  11. Liu, N.; Zhang, T.; Ma, L.; Zhang, H.; Wang, H.; Wei, W.; Pei, H.; Li, H. The impact of ABO blood group on COVID-19 infection risk and mortality: A systematic review and meta-analysis. Blood Rev. 2021, 48, 100785. [Google Scholar] [CrossRef]
  12. Ellinghaus, D.; Degenhardt, F.; Bujanda, L.; Buti, M.; Albillos, A.; Invernizzi, P.; Fernández, J.; Prati, D.; Baselli, G.; Asselta, R.; et al. Genomewide Association Study of Severe COVID-19 with Respiratory Failure. N. Engl. J. Med. 2020, 383, 1522–1534. [Google Scholar] [PubMed]
  13. Muñiz-Diaz, E.; Llopis, J.; Parra, R.; Roig, I.; Ferrer, G.; Grifols, J.; Millán, A.; Ene, G.; Ramiro, L.; Maglio, L.; et al. Relationship between the ABO blood group and COVID-19 susceptibility, severity and mortality in two cohorts of patients. Blood Transfus. 2021, 19, 54–63. [Google Scholar] [PubMed]
  14. Rahim, F.; Amin, S.; Bahadur, S.; Noor, M.; Mahmood, A.; Gul, H. ABO/Rh-D Blood types and susceptibility to Corona Virus Disease-19 in Peshawar, Pakistan. Pak. J. Med. Sci. 2021, 37, 4–8. [Google Scholar] [PubMed]
  15. Padhi, S.; Suvankar, S.; Dash, D.; Panda, V.K.; Pati, A.; Panigrahi, J.; Panda, A.K. ABO blood group system is associated with COVID-19 mortality: An epidemiological investigation in the Indian population. Transfus. Clin. Biol. 2020, 27, 253–258. [Google Scholar] [CrossRef]
  16. Göker, H.; Aladağ Karakulak, E.; Demiroğlu, H.; Ayaz Ceylan, Ç.M.; Büyükaşik, Y.; Inkaya, A.Ç.; Aksu, S.; Sayinalp, N.; Haznedaroğlu, I.C.; Uzun, Ö.; et al. The effects of blood group types on the risk of COVID-19 infection and its clinical outcome. Turk. J. Med. Sci. 2020, 50, 679–683. [Google Scholar] [CrossRef]
  17. Anderson, J.L.; May, H.T.; Knight, S.; Bair, T.L.; Muhlestein, J.B.; Knowlton, K.U.; Horne, B.D. Association of sociodemographic factors and blood group type with risk of COVID-19 in a US population. JAMA Netw. Open 2021, 4, e217429. [Google Scholar] [CrossRef]
  18. Boudin, L.; Janvier, F.; Bylicki, O.; Dutasta, F. ABO blood groups are not associated with risk of acquiring the SARS-CoV-2 infection in young adults. Haematologica 2020, 105, 2841–2843. [Google Scholar] [CrossRef] [PubMed]
  19. Bhandari, P.; Durrance, R.J.; Bhuti, P.; Salama, C. Analysis of ABO and Rh blood type association with acute COVID-19 infection in hospitalized patients: A superficial association among a multitude of established confounders. J. Clin. Med. Res. 2020, 12, 809–815. [Google Scholar] [CrossRef]
  20. Niles, J.K.; Karnes, H.E.; Dlott, J.S.; Kaufman, H.W. Association of ABO/Rh with SARS-CoV-2 positivity: The role of race and ethnicity in a female cohort. Am. J. Hematol. 2021, 96, E23–E26. [Google Scholar] [CrossRef]
  21. Sardu, C.; Marfella, R.; Maggi, P.; Messina, V.; Cirillo, P.; Codella, V.; Gambardella, J.; Sardu, A.; Gatta, G.; Santulli, G.; et al. Implications of AB0 blood group in hypertensive patients with COVID-19. BMC Cardiovasc. Disord. 2020, 20, 373. [Google Scholar] [CrossRef] [PubMed]
  22. Ray, J.G.; Schull, M.J.; Vermeulen, M.J.; Park, A.L. Association Between ABO and Rh blood groups and SARS-CoV-2 infection or severe COVID-19 illness: A population-based cohort study. Ann. Intern. Med. 2021, 174, 308–315. [Google Scholar] [CrossRef] [PubMed]
  23. Hoiland, R.L.; Fergusson, N.A.; Mitra, A.R.; Griesdale, D.E.G.; Devine, D.V.; Stukas, S.; Cooper, J.; Thiara, S.; Foster, D.; Chen, L.Y.C.; et al. The association of ABO blood group with indices of disease severity and multiorgan dysfunction in COVID-19. Blood Adv. 2020, 4, 4981–4989. [Google Scholar] [CrossRef] [PubMed]
  24. Dal, M.S.; Ata, N.; Altuntaş, F.; Başci, S.; Yiğenoğlu, T.N.; Korkmaz, S.; Namdaroğlu, S.; Baştürk, A.; Hacibekiroğlu, T.; Doğu, M.H.; et al. COVID-19 clinical course and blood groups: Turkish population-based study. Turk. J. Med. Sci. 2021, 51, 1659–1664. [Google Scholar] [CrossRef] [PubMed]
  25. Domènech-Montoliu, S.; Pac-Sa, M.R.; Vidal-Utrillas, P.; Latorre-Poveda, M.; Del Rio-González, A.; Ferrando-Rubert, S.; Ferrer-Abad, G.; Sánchez-Urbano, M.; Aparisi-Esteve, L.; Badenes-Marques, G.; et al. Mass gathering events and COVID-19 transmission in Borriana (Spain): A retrospective cohort study. PLoS ONE 2021, 16, e0256747. [Google Scholar] [CrossRef] [PubMed]
  26. Domènech-Montoliu, S.; Puig-Barberà, J.; Pac-Sa, M.R.; Vidal-Utrillas, P.; Latorre-Poveda, M.; Del Rio-González, A.; Ferrando-Rubert, S.; Ferrer-Abad, G.; Sánchez-Urbano, M.; Aparisi-Esteve, L.; et al. Persistence of anti-SARS-CoV-2 antibodies six months after infection in an outbreak with five hundred COVID-19 cases in Borriana (Spain): A prospective cohort study. COVID 2021, 1, 71–82. [Google Scholar] [CrossRef]
  27. Egger, M.; Bundschuh, C.; Wiesinger, K.; Gabriel, C.; Clodi, M.; Mueller, T.; Dieplinger, B. Comparison of the Elecsys® Anti-SARSCoV-2 immunoassay with the EDI™ enzyme linked immunosorbent assays for the detection of SARS-CoV-2 antibodies in human plasma. Clin. Chim. Acta 2020, 509, 18–21. [Google Scholar] [CrossRef]
  28. Lapierre, Y.; Rigal, D.; Adam, J.; Josef, D.; Meyer, F.; Greber, S.; Drot, C. The gel test: A new way to detect red cell antigen-antibody reactions. Transfusion 1990, 30, 109–113. [Google Scholar] [CrossRef]
  29. Zalba Marcos, S.; Antelo, M.L.; Galbete, A.; Etayo, M.; Ongay, E.; García-Erce, J.A. Infection and thrombosis associated with COVID-19: Possible role of the ABO blood group. Med. Clin. (Engl. Ed.) 2020, 155, 340–343. [Google Scholar] [CrossRef]
  30. Nogareda-Barbudo, A. Grupos sanguineos en la población activa española. An. Med. Cir. 1964, 45, 115–123. [Google Scholar]
  31. Greenland, S.; Pearl, J.; Robins, J.M. Causal diagrams for epidemiologic research. Epidemiology 1999, 10, 37–48. [Google Scholar] [CrossRef] [PubMed]
  32. Textor, J.; van der Zander, B.; Gilthorpe, M.S.; Liskiewicz, M.; Ellison, G.T. Robust causal inference using directed acyclic graphs: The R package ‘dagitty’. Int. J. Epidemiol. 2016, 45, 1887–1894. [Google Scholar] [CrossRef] [Green Version]
  33. Robins, J.M.; Hernán, M.A.; Brumback, B. Marginal structural models and causal inference in epidemiology. Epidemiology 2000, 11, 550–560. [Google Scholar] [CrossRef]
  34. Covali, R.; Socolov, D.; Pavaleanu, I.; Carauleanu, A.; Boiculese, V.L.; Socolov, R. SARS-CoV-2 Infection susceptibility of pregnant patients at term regarding ABO and Rh blood groups: A cohort study. Medicina (Kaunas) 2021, 57, 499. [Google Scholar] [CrossRef] [PubMed]
  35. Dzik, S.; Eliason, K.; Morris, E.B.; Kaufman, R.M.; North, C.M. COVID-19 and ABO blood groups. Transfusion 2020, 60, 1883–1884. [Google Scholar] [CrossRef] [PubMed]
  36. Valenti, L.; Villa, S.; Baselli, G.; Temporiti, R.; Bandera, A.; Scudeller, L.; Prati, D. Association of ABO blood group and secretor phenotype with severe COVID-19. Transfusion 2020, 60, 3067–3070. [Google Scholar] [CrossRef] [PubMed]
  37. Deleers, M.; Breiman, A.; Daubie, V.; Maggetto, C.; Barreau, I.; Besse, T.; Clémenceau, B.; Ruvoën-Clouet, N.; Fils, J.F.; Maillart, E.; et al. COVID-19 and blood groups: ABO antibody levels may also matter. Int. J. Infect. Dis. 2021, 104, 242–249. [Google Scholar] [CrossRef]
  38. Ellis, P.J.I. Modelling suggests ABO histo-incompatibility may substantially reduce SARS-CoV-2 transmission. Epidemics 2021, 35, 100446. [Google Scholar] [CrossRef]
  39. Fan, Q.; Zhang, W.; Li, B.; Li, D.J.; Zhang, J.; Zhao, F. Association between ABO blood group system and COVID-19 susceptibility in Wuhan. Front. Cell. Infect. Microbiol. 2020, 10, 404. [Google Scholar] [CrossRef]
  40. Bari, A.; Ch, A.; Hareem, S.; Bano, I.; Rashid, J.; Sadiq, M. Association of blood groups with the severity and outcome of COVID-19 infection in children. J. Coll Physicians Surg. Pak. 2021, 30, S57–S59. [Google Scholar]
  41. Mankelow, T.J.; Singleton, B.K.; Moura, P.L.; Stevens-Hernandez, C.J.; Cogan, N.M.; Gyorffy, G.; Kupzig, S.; Nichols, L.; Asby, C.; Pooley, J.; et al. Blood group type A secretors are associated with a higher risk of COVID-19 cardiovascular disease complications. EJHaem 2021, 2, 175–187. [Google Scholar] [CrossRef] [PubMed]
  42. Zietz, M.; Zucker, J.; Tatonetti, N.P. Associations between blood type and COVID-19 infection, intubation, and death. Nat. Commun. 2020, 11, 5761. [Google Scholar] [CrossRef] [PubMed]
  43. Kumar, G.; Nanchal, R.; Hererra, M.; Sakhuja, A.; Patel, D.; Meersman, M.; Dalton, D.; Guddati, A.K. Does ABO blood groups affect outcomes in hospitalized COVID-19 patients? J. Hematol. 2021, 10, 98–105. [Google Scholar] [CrossRef] [PubMed]
  44. Lehrer, S.; Rheinstein, P.H. ABO blood groups, COVID-19 infection and mortality. Blood Cells Mol. Dis. 2021, 89, 102571. [Google Scholar] [CrossRef]
  45. Mullins, J.; Al-Tarbsheh, A.H.; Chieng, H.; Chaukiyal, P.; Ghalib, S.; Jain, E.; Dawani, O.; Santelises Robledo, F.M.; Chong, W.H.; Feustel, P.J.; et al. The association of ABO blood type with the risk and severity of COVID-19 infection. Am. J. Blood Res. 2021, 16, 53–58. [Google Scholar]
  46. Mahmud, R.; Rahman, M.M.; Rassel, M.A.; Monayem, F.B.; Sayeed, S.K.J.B.; Islam, M.S.; Islam, M.M. Post-COVID-19 syndrome among symptomatic COVID-19 patients: A prospective cohort study in a tertiary care center of Bangladesh. PLoS ONE 2021, 16, e0249644. [Google Scholar] [CrossRef]
  47. Sudre, C.H.; Murray, B.; Varsavsky, T.; Graham, M.S.; Penfold, R.S.; Bowyer, R.C.; Pujol, J.C.; Klaser, K.; Antonelli, M.; Canas, L.S.; et al. Attributes and predictors of long COVID. Nat. Med. 2021, 27, 626–631. [Google Scholar] [CrossRef]
  48. Shanbehzadeh, S.; Tavahomi, M.; Zanjari, N.; Ebrahimi-Takamjani, I.; Amiri-Arimi, S. Physical and mental health complications post-COVID-19: Scoping review. J. Psychosom. Res. 2021, 147, 110525. [Google Scholar] [CrossRef]
  49. Xiong, Q.; Xu, M.; Li, J.; Liu, Y.; Zhang, J.; Xu, Y.; Dong, W. Clinical sequelae of COVID-19 survivors in Wuhan, China: A single-centre longitudinal study. Clin. Microbiol. Infect. 2021, 27, 89–95. [Google Scholar] [CrossRef]
  50. Wu, Y.; Feng, Z.; Li, P.; Yu, Q. Relationship between ABO blood group distribution and clinical characteristics in patients with COVID-19. Clin. Chim. Acta 2020, 509, 220–223. [Google Scholar] [CrossRef]
  51. Nauffal, V.; Achanta, A.; Goldhaber, S.Z.; Piazza, G. Association of ABO blood group type with cardiovascular events in COVID-19. J Thromb. Thrombolysis 2021, 51, 584–586. [Google Scholar] [CrossRef] [PubMed]
  52. Golinelli, D.; Boetto, E.; Maietti, E.; Fantini, M.P. The association between ABO blood group and SARS-CoV-2 infection: A meta-analysis. PLoS ONE 2020, 15, e0239508. [Google Scholar] [CrossRef]
  53. Le Pendu, J.; Breiman, A.; Rocher, J.; Dion, M.; Ruvoën-Clouet, N. ABO blood types and COVID-19: Spurious, Anecdotal, or truly important relationships? A reasoned review of available data. Viruses 2021, 13, 160. [Google Scholar] [CrossRef] [PubMed]
  54. Gérard, C.; Maggipinto, G.; Minon, J.M. COVID-19 and ABO blood group: Another viewpoint. Br. J. Haematol. 2020, 190, e93–e94. [Google Scholar] [CrossRef] [PubMed]
  55. Breiman, A.; Ruvën-Clouet, N.; Le Pendu, J. Harnessing the natural anti-glycan immune response to limit the transmission of enveloped viruses such as SARS-CoV-2. PLoS Pathog. 2020, 16, e1008556. [Google Scholar] [CrossRef] [PubMed]
  56. Bloch, E.M.; Patel, E.U.; Marshall, C.; Littlefield, K.; Goel, R.; Grossman, B.J.; Winters, J.L.; Shrestha, R.; Burgess, I.; Laeyendecker, O.; et al. ABO blood group and SARS-CoV-2 antibody response in a convalescent donor population. Vox Sang. 2021, 116, 766–773. [Google Scholar] [CrossRef]
  57. Arend, P. Position of human blood group O(H) and phenotype-determining enzymes in growth and infectious disease. Ann. N. Y. Acad. Sci. 2018, 1425, 5–18. [Google Scholar] [CrossRef]
  58. Arend, P. Why blood group A individuals are at risk whereas blood group O individuals are protected from SARS-CoV-2 (COVID-19) infection: A hypothesis regarding how the virus invades the human body via ABO(H) blood group-determining carbohydrates. Immunobiology 2021, 226, 152027. [Google Scholar] [CrossRef]
  59. Lippi, G.; Gandini, G.; Salvagno, G.L.; Skafidas, S.; Festa, L.; Danese, E.; Montagnana, M.; Sanchis-Gomar, F.; Tarperi, C.; Schena, F. Influence of ABO blood group on sports performance. Ann. Transl. Med. 2017, 5, 255. [Google Scholar] [CrossRef] [Green Version]
  60. Groot, H.E.; Villegas Sierra, L.E.; Said, M.A.; Lipsic, E.; Karper, J.C.; van der Harst, P. Genetically determined ABO blood group and its associations with health and disease. Arter. Thromb. Vasc. Biol. 2020, 40, 830–838. [Google Scholar] [CrossRef]
  61. Dai, X. ABO blood group predisposes to COVID-19 severity and cardiovascular diseases. Eur J. Prev Cardiol. 2020, 27, 1436–1437. [Google Scholar] [CrossRef] [PubMed]
  62. Ahmed, I.; Quinn, L.; Tan, B.K. COVID-19 and the ABO blood group in pregnancy: A tale of two multiethnic cities. Int. J. Lab. Hematol. 2021, 43, e45–e47. [Google Scholar] [CrossRef] [PubMed]
  63. Calisti, R. SARS-CoV-2: Exposure to high external doses as determinants of higher viral loads and of increased risk for COVID-19. A systematic review of the literature. Epidemiol. Prev. 2020, 44, 152–159. [Google Scholar] [PubMed]
  64. De Lorenzo, R.; Conte, C.; Lanzani, C.; Benedetti, F.; Roveri, L.; Mazza, M.G.; Brioni, E.; Giacalone, G.; Canti, V.; Sofia, V.; et al. Residual clinical damage after COVID-19: A retrospective and prospective observational cohort study. PLoS ONE 2020, 15, e0239570. [Google Scholar] [CrossRef] [PubMed]
  65. Yamamoto, F.; Yamamoto, M.; Muñiz-Diaz, E. Blood group ABO polymorphism inhibits SARS-CoV-2 infection and affects COVID-19 progression. Vox Sang. 2021, 116, 15–17. [Google Scholar] [CrossRef]
  66. Goel, R.; Bloch, E.M.; Pirenne, F.; Al-Riyami, A.Z.; Crowe, E.; Dau, L.; Land, K.; Townsend, M.; Jecko, T.; Rahimi-Levene, N.; et al. ABO blood group and COVID-19: A review on behalf of the ISBT COVID-19 working group. Vox Sang. 2021, 116, 849–861. [Google Scholar] [CrossRef] [PubMed]
  67. Le Pendu, J.; Breiman, A.; Deleers, M.; El Kenz, H.; Ruvoën, N. COVID-19 et groupes sanguins ABO-Où en est-on? Med. Sci. 2021, 37, 565–568. [Google Scholar] [CrossRef]
Table 1. Distribution of characteristics ABO blood groups in the subjects included October 2020. Borriana COVID-19 cohort 2020.
Table 1. Distribution of characteristics ABO blood groups in the subjects included October 2020. Borriana COVID-19 cohort 2020.
VariablesABO Blood Groups n = 483p-Value
O
N = 200
N (%)
A
N = 220
N (%)
B
N = 44
N (%)
AB
N = 19
N (%)
Female Sex127 (63.5)131 (59.5)31 (70.5)11 (57.9)0.528
Age (years) mean ± standard desviation37.3 ± 15.537.4 ± 16.937.9 ± 18.033.7 ± 13.50.528
0–1423 (11.5)24 (10.9)5 (11.4)1 (5.3)
15–2439 (19.5)36 (16.4)9 (20.5)5 (26.3)
25–3421 (10.5)34 (15.5)3 (6.8)2 (10.5)
35–4440 (20.0)39 (17.7)9 (20.5)9 (47.4)
45–5440 (20.0)53 (24.1)11 (25.0)2 (10.5)
55–6428 (14.0)27 (12.3)6 (13.6)0 (0)
65 and over9 (4.5)7 (3.2)1 (2.3)0 (0)
Occupation 1,2
Occupation I-II60 (30.3)63 (28.6)17 (39.5)4 (21.1)0.444
Occupation III-VI138 (69.7)157 (71.4)26 (60.5)15 (78.9)
Physical exercise115 (57.5)135 (61.4)29 (67.4)10 (52.6)0.656
Alcohol consumption 344 (23.0)45 (20.8)12 (27.9)7 (36.8)0.336
Smoking 4
No smoking119 (62.6)135 (62.8)26 (60.5)16 (84.2)0.567
Ex smoking42 (22.1)52 (24.2)11 (25.6)1 (5.3)
Current smoker29 (15.3)28 (13.0)6 (13.9)2 (10.5)
Body Mass Index (Kg/m2) 5
<18.520 (10.1)15 (6.9)5 (11.6)1 (5.3)0.321
18.5–24.992 (46.2)86 (39.6)20 (46.5)11 (57.9)
25.0–29.951 (25.6)80 (36.9)11 (25.6)6 (31.6)
≥30.036 (18.1)36 (16.6)7 (16.3)1 (5.3)
Chronic illness 666 (33.2)81 (37.3)14 (31.8)5 (26.3)0.698
Exposure COVID-19
See a person with a cough at mass gathering events 791 (45.7)93 (43.1)15 (34.9)6 (31.6)0.442
Attendance mass gathering events ≥ 2121 (60.5)135 (61.4)27 (61.4)11 (57.9)0.989
Contact COVID-19 case 8161 (81.7)179 (82.5)35 (81.4)14 (73.7)0.774
Family COVID-19 case 9127 (63.5)131 (59.5)32 (74.4)13 (68.4)0.292
1 Missing information 3 participants; 2 occupation groups I-II: professional, managerial, and technical occupations; groups III-VI: skilled, non-manual or manual, partly skilled, unskilled occupations; 3 missing information 14 participants; 4 missing information 16 participants; 5 missing information 5 participants; 6 missing information 4 participants; 7 missing information 6 participants; 8 missing information 7 participants; 9 missing information 1 participant.
Table 2. Observed distribution of COVID-19 cases of ABO blood groups, incident rate, and relative risk comparing with blood donors, and an active general population from the Spanish Mediterranean zone as the reference population. Borriana COVID-19 cohort 2020.
Table 2. Observed distribution of COVID-19 cases of ABO blood groups, incident rate, and relative risk comparing with blood donors, and an active general population from the Spanish Mediterranean zone as the reference population. Borriana COVID-19 cohort 2020.
VariablesABO Blood Groups n = 483p-Value
O
N (%)
A
N (%)
B
N (%)
AB
N (%)
Observed distribution in the cohort200 (41.41)220 (45.55)44 (9.11)19 (3.93)
Blood donors 1------------------------------------------------------------------------------------------------
Expected in reference population229 (47.34)203 (42.02)36 (7.52)15 (3.12)0.271
COVID-19 Outbreak n = 1338
Expected in reference population633 (47.34)562 (42.02)101 (7.52)42 (3.12)
Incidence rate ×10031.639.143.645.2
Relative Risk 95% CI 21.001.24 (1.02–1.50)1.37 (0.99–1.91)1.43 (0.89–2.29)0.008
Blood donors 3-----------------------------------------------------------------------------------------------------
Expected in reference population232 (48.03)208 (42.99)31 (6.43)12 (2.55)0.089
COVID-19 Outbreak n = 1338
Expected in reference population643 (48.03)575 (42.99)86 (6.43)34 (2.55)
Incidence rate ×10031.138.351.255.9
Relative Risk 95% CI 21.001.23 (1.02–1.49)1.64 (1.19–2.28)1.80 (1.12–2.88)0.000
Active general population 4---------------------------------------------------------------------------------------------------
Expected in reference popopulation211 (43.76)216 (43.76)46 (9.73)10 (2.0)0.366
COVID-19 Outbreak n = 1338
Expected reference population585(43.76)598 (43.76)128 (9.73)27 (2.0)
Incidence rate ×10034.236.834.470.4
Relative Risk 95% CI1.001.08 (0.89–1.30)1.06 (0.72–1.39)2.06 (1.29–3.30)0.084
1 [13] Muñiz-Diaz, E. et al. Blood Transfus. 2021, 19, 54–63. 2 CI: confidence interval. 3 [29] Zalba-Marcos, S. et al. Med. Clin. (Engl. Ed.) 2020, 155, 340–343. 4 [30] Nogareda-Barbudo. An. Med. Cir. 1964, 44, 115–123.
Table 3. Symptoms in the acute COVID-19 illness in March 2020 and previous health status and health status in October 2020 by ABO blood groups. Borriana COVID-19 cohort 2020.
Table 3. Symptoms in the acute COVID-19 illness in March 2020 and previous health status and health status in October 2020 by ABO blood groups. Borriana COVID-19 cohort 2020.
VariablesABO Blood Groups n = 483p-Value
O
N = 200
N (%)
A
N = 220
N (%)
B
N = 44
N (%)
AB
N = 19
N (%)
Symptomatic178 (89)193(87.7)41(93.2)17 (89.5)0.804
Asymptomatic22 (11)27 (12.3)3 (14.7)2 (10.5)
Medical consultation for acute illness86 (43)94 (42.7)23 (52.3)4 (21.1)0.152
Hospitalization3 (1.5)4 (1.8)2 (4.5)0 (0)0.542
Illness duration 111.7 ± 13.413.2 ± 22.513.7 ± 14.911.3 ± 10.80.911
Illness symptoms
Cough 285 (42.5)93 (42.3)16 (36.4)8 (42.1)0.899
Runny nose53 (26.5)63(28.6)10 (22.7)8 (42.1)0.436
Throat pain56 (28)66 (30)16 (36.4)7 (36.8)0.618
Fever98 (49)94 (42.7)30 (68.2)9 (47.4)0.020
Loss smell/taste 3100 (50)100(45.5)31 (70.5)7 (36.8)0.016
Diarrhea44 (22)52 (23.6)16 (36.4)5 (26.3)0.247
Vomits7 (3.5)13 (5.9)5 (11.4)1 (5.3)0.158
Weakness101 (50.5)104 (47.3)29 (65.9)11 (57.9)0.137
Headache76 (38)93 (42.3)23(52.3)7 (36.8)0.379
Myalgia91 (45.5)96 (43.6)25 (56.8)12(63.2)0.189
Dyspnea8 (4)6 (2.7)1 (2.3)2 (10.5)0.282
Skin’s lesions 418 (9)23 (10.5)5 (11.4)1 (5.3)0.861
Habitual health status
Poor1 (0.01)0 (0)0 (0)0 (0)0.743
Fair7 (3.5)8 (3.6)4 (9.1)0 (0)
Good106 (53)119 (54.1)24 (54.5)10 (52.6)
Very good85 (42.5)89 (40.5)16 (36.4)9 (47.4)
Health status October 2020
Poor0 (0)1 (0.01)0 (0)0 (0)0.595
Fair18 (9)16 (7.3)5 (11.4)0 (0)
Good139 (69.5)144 (65.5)28 (63.6)12 (63.2)
Very good43 (21.5)59 (26.8)11 (25.0)7 (36.8)
1 Missing information 28 participants; 2 missing information 6 participants; 3 missing information 1 participant; 4 missing information 21 participants.
Table 4. Complications and now reported symptoms post-COVID-19 and ABO blood group. Borriana COVID-19 cohort 2020.
Table 4. Complications and now reported symptoms post-COVID-19 and ABO blood group. Borriana COVID-19 cohort 2020.
VariablesABO Blood Groupp-Value
O (N = 200)
N (%)
A (N = 220)
N (%)
B (N = 44)
N (%)
AB (N = 19)
N (%)
Complications63 (31.5)70 (31.8)22 (50.0)4 (21.1)0.072
Recovery health 1166 (83.0)179 (81.4)31 (70.5)19 (100)0.047
Health the same as before 2173 (86.5)178 (80.9)32 (72.7)19 (100)0.025
Medical consultation 319 (9.6)23 (10.6)5 (11.9)0 (0)0.539
Complications‘ duration (mean ± standard deviation)163.0 ± 47.0160.3 ± 45.8158.3 ± 44.6150.0 ± 52.00.919
Reported symptoms October 2020
Reported at least one symptom101 (50.5)119 (59.1)27 (61.5)11 (57.9)0.586
Fatigue32 (16.0)40 (18.1)13 (29.6)2 (10.5)0.187
Weakness14 (7.0)17 (7.7)6 (13.6)3 (15.8)0.240
Dyspnea13(6.5)16 (7.3)3 (6.8)1 (5.3)0.986
Thorax oppression6 (3.0)8 (3.6)2 (4.2)1 (5.3)0.716
Cough13 (6.5)10 (4.6)2 (4.6)1 (5.3)0.810
Fever3 (1.5)2 (0.9)0 (0)0 (0)0.830
Throat pain9 (4.5)15 (6.8)4 (9.1)0 (0)0.424
Runny nose15 (7.5)18 (8.2)3 (6.8)1 (5.3)0.988
Loss smell/taste30 (15)35 (15.9)11(35)2 (10.5)0.390
Nausea/vomits4 (2.0)2 (0.9)1 (2.3)0 (0)0.561
Diarrhea8 (4.0)11 (5.0)1 (2.3)1 (5.3)0.817
Alimentary intolerance4 (2.0) 4 (1.8)2 (4.6)0 (0)0.592
Abdominal pain9 (4.5)6 (7.3)4 (9.1)1 (5.3)0.179
Muscle pain21(10.5)27 (12.3)8 (18.2)0 (0)0.196
Headache30 (15)27 (12.3)13 (29.6)2 (10.5)0.045
Hand/Foot pain16 (8.0)18 (8.2)2 (4.6)0 (0)0.664
Dizziness9 (4.5)8 (3.6)4 (9.1)1(5.3)0.348
Ringing ears8 (4.0)13 (5.9)2 (4.6)0 (0)0.277
Disorder vision6 (3.0)8 (3.6)4 (9.1)0 (0)0.183
Insomnia25(12.5)22 (10.0)7 (15.9)2 (10.5)0.634
Night sweats11 (5.5)16 (7.3)2 (4.6)0 (0)0.734
Depression9 (4.5)5 (2.3)1 (2.3)0 (0)0.593
Restlessness18 (9.0)16 (7.2)4 (9.1)1 (5.3)0.913
Difficulty concentration10 (5.0) 7 (3.2)3 (6.8)0 (0)0.544
Anxiety18 (9.0)21 (9.6)4 (9.1)1 (5.3)0.991
Mental confusion9 (4.5)6 (2.7)1 (2.3)0 (0)0.764
Difficulty articulating words1 (0.5)3 (1.4)2 (4.6)0 (0)0.181
Difficulty to solve simple math operations 2 (1.0)02 (4.6)0 (0)0.030
Skin lesions11 (5.0)8 (3.6)6 (13.6)0 (0)0.059
Hair lost48 (24.0)51 (23.2)15 (34.1)5 (26.3)0.472
1 Missing information 1 participant; 2 missing information 1 participant; 3 missing information 5 participants.
Table 5. Adjusted incidence rate (aIR), adjusted relative risk (aRR), and 95% confidence interval (CI) by inverse probability weight regression of complications, and reported symptoms of ABO blood groups. Borriana COVID-19 cohort 2020.
Table 5. Adjusted incidence rate (aIR), adjusted relative risk (aRR), and 95% confidence interval (CI) by inverse probability weight regression of complications, and reported symptoms of ABO blood groups. Borriana COVID-19 cohort 2020.
VariablesaIR 1 (%)aRR 195% CIp-Value
Complications
O32.31.00
A32.61.010.77–1.330.950
B54.11.681.24–2.270.001
AB27.60.240.01–4.900.351
Recovery of illness
O83.11.00
A81.40.980.89–1.070.621
B72.80.860.71–1.040.127
AB100.01.201.13–1.280.000
Health the same as before
O86.41.00
A79.90.930.85–1.010.077
B73.70.850.70–1.030.103
AB100.01.161.10–1.220.000
Reported symptoms
Fatigue
O16.21.00
A19.91.220.81–1.850.331
B29.01.791.08–2.950.023
AB2.60.160.01–5.230.305
Muscle pain
O9.81.00
A13.01.320.79–2.220.292
B21.12.061.10–3.840.023
AB0.0NC 2 NC 2
Loss smell/taste
O14.81.00
A16.51.110.71–1.740.652
B26.01.750.95–3.230.070
AB15.1 0.01–9.280.524
Headache
O13.91.00
A12.90.930.57–1.500.751
B36.42.611.58–4.310.000
AB20.71.490.60–3.710.392
Skin’s lesions
O5.51.00
A3.40.710.29–1.720.448
B14.12.460.98–6.200.056
AB0NC 2 NC 2
Disorder vision
O3.01.00
A3.81.290.46–3.610.624
B12.84.261.33–13.600.014
AB0NC 2 NC 2
Brain fog 3
O12.31.00
A8.40.690.38–1.200.188
B18.11.460.75–2.730.266
AB5.90.480.13–1.710.257
Medical consultation acute illness
O42.51.00
A44.51.050.85–1.290.678
B56.71.331.01–1.750.041
AB31.90.750.44–1.280.294
1 Adjusted for age, sex, smoking, alcohol consumption, body mass index, physical exercise, person cough mass gathering events (MGE), contact COVID-19 case, family COVID-19 case, and attendance MGE ≥ 2 and over. 2 NC = not computable. 3 Brain fog = difficulty concentration + mental confusion + restlessness + difficulty articulating words + difficulty simple math operations.
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MDPI and ACS Style

Domènech-Montoliu, S.; Puig-Barberà, J.; Pac-Sa, M.R.; Vidal-Utrillas, P.; Latorre-Poveda, M.; Rio-González, A.D.; Ferrando-Rubert, S.; Ferrer-Abad, G.; Sánchez-Urbano, M.; Aparisi-Esteve, L.; et al. ABO Blood Groups and the Incidence of Complications in COVID-19 Patients: A Population-Based Prospective Cohort Study. Int. J. Environ. Res. Public Health 2021, 18, 10039. https://doi.org/10.3390/ijerph181910039

AMA Style

Domènech-Montoliu S, Puig-Barberà J, Pac-Sa MR, Vidal-Utrillas P, Latorre-Poveda M, Rio-González AD, Ferrando-Rubert S, Ferrer-Abad G, Sánchez-Urbano M, Aparisi-Esteve L, et al. ABO Blood Groups and the Incidence of Complications in COVID-19 Patients: A Population-Based Prospective Cohort Study. International Journal of Environmental Research and Public Health. 2021; 18(19):10039. https://doi.org/10.3390/ijerph181910039

Chicago/Turabian Style

Domènech-Montoliu, Salvador, Joan Puig-Barberà, Maria Rosario Pac-Sa, Paula Vidal-Utrillas, Marta Latorre-Poveda, Alba Del Rio-González, Sara Ferrando-Rubert, Gema Ferrer-Abad, Manuel Sánchez-Urbano, Laura Aparisi-Esteve, and et al. 2021. "ABO Blood Groups and the Incidence of Complications in COVID-19 Patients: A Population-Based Prospective Cohort Study" International Journal of Environmental Research and Public Health 18, no. 19: 10039. https://doi.org/10.3390/ijerph181910039

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