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The worldwide distribution of Staphylococcus aureus across food types is an important food safety concern. This study aimed to estimate the prevalence of S. aureus in food products and its relationship with the occurrence and development of diabetes mellitus. A total of 55 articles were included. The pooled prevalence of S. aureus was 30.2%. The highest prevalence of S. aureus was observed in cereals, followed by meat and bean products, and the lowest in confectionery, egg products, and vegetables. The prevalence in dairy and seafood products was similar. Combinations of culture and molecular methods have been used for S. aureus detection. Furthermore, the prevalence of S. aureus in developed countries (Europe and North America) was higher than that in developing countries (Asia and Africa). In addition, the prevalence was higher in the provinces of Xinjiang and Shaanxi than that in Sichuan and Shandong in China, which may be due to the difference in climate and dietary habits. The results revealed that food type, bacterial detection methods, and location can influence the prevalence of S. aureus contamination. Resistance rates to preferred antibiotics against S. aureus were the highest for cephradine, polymyxin B, and penicillin at 82.9%, 82.0%, and 81.3%, respectively. In addition, 17 studies were system reviewed that the S. aureus infections are closely associated with the development of diabetes, and the treatment of probiotic, prebiotic, FMT, and bacteriophage can prevent and control S. aureus infections. This review emphasizes the high prevalence of S. aureus contamination in food, suggesting a potential diabetic infection risk and importance of observing principles of food safety and hygiene to reduce S. aureus.


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Global prevalence of Staphylococcus aureus in food products and its relationship with the occurrence and development of diabetes mellitus

Show Author's information Tingting Liang1,2,3,Zhuang Liang4,Shi Wu3,Yu Ding5( )Qingping Wu3 ( )Bing Gu1 ( )
Laboratory Medicine, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
Guangdong Institute of Cardiovascular Diseases, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
Guangdong Provincial Key Laboratory of Microbial Safety and Health, State Key Laboratory of Applied Microbiology Southern China, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, China
Shaanxi University of Traditional Chinese Medicine, Xianyang, Shaanxi, China
Department of Food Science & Technology, Institute of Food Safety and Nutrition, Jinan University, Guangzhou, China

Tingting Liang, Zhuang Liang and Shi Wu contributed equally to this work.

Abstract

The worldwide distribution of Staphylococcus aureus across food types is an important food safety concern. This study aimed to estimate the prevalence of S. aureus in food products and its relationship with the occurrence and development of diabetes mellitus. A total of 55 articles were included. The pooled prevalence of S. aureus was 30.2%. The highest prevalence of S. aureus was observed in cereals, followed by meat and bean products, and the lowest in confectionery, egg products, and vegetables. The prevalence in dairy and seafood products was similar. Combinations of culture and molecular methods have been used for S. aureus detection. Furthermore, the prevalence of S. aureus in developed countries (Europe and North America) was higher than that in developing countries (Asia and Africa). In addition, the prevalence was higher in the provinces of Xinjiang and Shaanxi than that in Sichuan and Shandong in China, which may be due to the difference in climate and dietary habits. The results revealed that food type, bacterial detection methods, and location can influence the prevalence of S. aureus contamination. Resistance rates to preferred antibiotics against S. aureus were the highest for cephradine, polymyxin B, and penicillin at 82.9%, 82.0%, and 81.3%, respectively. In addition, 17 studies were system reviewed that the S. aureus infections are closely associated with the development of diabetes, and the treatment of probiotic, prebiotic, FMT, and bacteriophage can prevent and control S. aureus infections. This review emphasizes the high prevalence of S. aureus contamination in food, suggesting a potential diabetic infection risk and importance of observing principles of food safety and hygiene to reduce S. aureus.

Keywords: diabetes, antibiotic resistance, prevalence, food type, Staphylococcus aureus

References(73)

[1]

Rahnama H, Azari R, Yousefi MH, Berizi E, Mazloomi SM, Hosseinzadeh S, et al. A systematic review and meta-analysis of the prevalence of Bacillus cereus in foods. Food Control. 2022;143: 109250. https://doi.org/10.1016/j.foodcont.2022.109250

[2]

Wu S, Huang J, Wu Q, Zhang F, Zhang J, Lei T, et al. Prevalence and characterization of Staphylococcus aureus isolated from retail vegetables in China. Front Microbiol. 2018;9: 1263. https://doi.org/10.3389/fmicb.2018.01263

[3]

Scallan E, Hoekstra RM, Angulo FJ, Tauxe RV, Widdowson M-A, Roy SL, et al. Foodborne illness acquired in the United States—major pathogens. Emerg Infect Dis. 2011;17(1): 7–22. https://doi.org/10.3201/eid1701.P21101

[4]

Wang X, Li G, Xia X, Yang B, Xi M, Meng J. Antimicrobial susceptibility and molecular typing of methicillin-resistant Staphylococcus aureus in retail foods in Shaanxi, China. Foodborne Pathog Dis. 2014;11(4): 281–6. https://doi.org/10.1089/fpd.2013.1643

[5]

Sugrue I, Tobin C, Ross RP, Stanton C, Hill C. Foodborne pathogens and zoonotic diseases. Raw milk. Elsevier; 2019. p. 259–72. https://doi.org/10.1016/B978-0-12-810530-6.00012-2

[6]

Pondit A, Haque ZF, Sabuj AAM, Khan MSR, Saha S. Characterization of Staphylococcus aureus isolated from chicken and quail eggshell. J Adv Vet Animal Res. 2018;5(4): 466. https://doi.org/10.5455/javar.2018.e300

[7]

Liu H, Dong L, Zhao Y, Meng L, Wang J, Wang C, et al. Antimicrobial susceptibility, and molecular characterization of staphylococcus aureus isolated from different raw milk samples in China. Front Microbiol. 2022;13: 840670. https://doi.org/10.3389/fmicb.2022.840670

[8]

Qian W, Shen L, Li X, Wang T, Liu M, Wang W, et al. Epidemiological characteristics of Staphylococcus aureus in raw goat milk in Shaanxi Province, China. Antibiotics. 2019;8(3): 141. https://doi.org/10.3390/antibiotics8030141

[9]

Morar A, Ban-Cucerzan A, Herman V, Tîrziu E, Sallam KI, Abd-Elghany SM, et al. Multidrug resistant coagulase-positive Staphylococcus aureus and their enterotoxins detection in traditional cheeses marketed in Banat Region, Romania. Antibiotics. 2021;10(12): 1458. https://doi.org/10.3390/antibiotics10121458

[10]

Wardhana DK, Haskito AEP, Purnama MTE, Safitri DA, Annisa S. Detection of microbial contamination in chicken meat from local markets in Surabaya, East Java, Indonesia. Vet World. 2021;14(12): 3138–43. https://doi.org/10.14202/vetworld.2021.3138-3143

[11]

Sivaraman GK, Gupta SS, Visnuvinayagam S, Muthulakshmi T, Elangovan R, Perumal V, et al. Prevalence of S. aureus and/or MRSA from seafood products from Indian seafood products. BMC Microbiol. 2022;22(1): 1–12. https://doi.org/10.1186/s12866-022-02640-9

[12]

Huong BTM, Mahmud ZH, Neogi SB, Kassu A, Van Nhien N, Mohammad A, et al. Toxigenicity and genetic diversity of Staphylococcus aureus isolated from Vietnamese ready-to-eat foods. Food Control. 2010;21(2): 166–71. https://doi.org/10.1016/j.foodcont.2009.05.001

[13]

Xiaohong Z. Analysis of snow brand milk products' crisis events. Int Bus Manag. 2015;10(2): 102–6. https://doi.org/10.3968/6757

[14]

Hennekinne J.-A. Staphylococcus aureus as a leading cause of foodborne outbreaks worldwide, Staphylococcus aureus. Elsevier; 2018. p. 129–46. https://doi.org/10.1016/B978-0-12-809671-0.00007-3

[15]

Holmberg SD, Blake PA. Staphylococcal food poisoning in the United States: new facts and old misconceptions. JAMA. 1984;251(4): 487–9. https://doi.org/10.1001/jama.1984.03340280037024

[16]

Umeda K, Nakamura H, Yamamoto K, Nishina N, Yasufuku K, Hirai Y, et al. Molecular and epidemiological characterization of staphylococcal foodborne outbreak of Staphylococcus aureus harboring seg, sei, sem, sen, seo, and selu genes without production of classical enterotoxins. Int J Food Microbiol. 2017;256: 30–5. https://doi.org/10.1016/j.ijfoodmicro.2017.05.023

[17]

Hennekinne J-A, Ostyn A, Guillier F, Herbin S, Prufer A-L, Dragacci S. How should staphylococcal food poisoning outbreaks be characterized? Toxins. 2010;2(8): 2106–16. https://doi.org/10.3390/toxins2082106

[18]

Mead PS, Slutsker L, Dietz V, McCaig LF, Bresee JS, Shapiro C, et al. Food-related illness and death in the United States. Emerg Infect Dis. 1999;5(5): 607–25. https://doi.org/10.3201/eid0505.990502

[19]

Do Carmo LS, Cummings C, Roberto Linardi V, Souza Dias R, Maria De Souza J, De Sena MJ, et al. A case study of a massive staphylococcal food poisoning incident. Foodb Pathog Dis. 2004;1(4): 241–6. https://doi.org/10.1089/fpd.2004.1.241

[20]

Preeti S, Ali Abas W, Gyanendra Kumar G. Prolonging the shelf life of ready-to-serve pizza through modified atmosphere packaging: effect on textural and sensory quality. Food Nutr Sci. 2011;2011(07): 785–92. https://doi.org/10.4236/fns.2011.27108

[21]

Schlievert PM, Salgado-Pabón W, Klingelhutz AJ. Does Staphylococcus aureus have a role in the development of type 2 diabetes mellitus? Future Med. 2015;10(10): 1549–52. https://doi.org/10.2217/fmb.15.95

[22]

Weidenmaier C, Liu FJ, Guan ZC, Dong FT, Cheng JH, Gao YP, et al. Staphylococcus aureus blocks insulin function. Nat Microbiol. 2018;3(5): 533–4. https://doi.org/10.1038/s41564-018-0146-2

[23]

Cufaoglu G, Ambarcioglu P, Ayaz ND. Meta-analysis of the prevalence of Listeria spp. and antibiotic resistant L. monocytogenes isolates from foods in Turkey. LWT. 2021;144: 111210. https://doi.org/10.1016/j.lwt.2021.111210

[24]

Foster TJ. Staphylococci and staphylococcal infections. Expert Rev Anti-infect Ther. 2010;8(12): 1337–8. https://doi.org/10.1586/eri.10.128

[25]

Madahi H, Rostami F, Rahimi E, Dehkordi FS. Prevalence of enterotoxigenic Staphylococcus aureus isolated from chicken nugget in Iran. Jundishapur J Microbiol. 2014;7(8). https://doi.org/10.1016/j.foodcont.2006.12.007

[26]
Ogeneh BO, Oyarekua MA, Edeh A. Bacteriological status of commonly consumed foods and vegetables from food vendors in a market in Enugu, Nigeria; 2014. http://repository.fuoye.edu.ng/handle/123456789/1077
[27]

Notermans S, van Leeuwen W. The effect of slaughter procedures on the contamination of broiler chickens with Staphylococcus aureus. Qual Poultry Meat. 1981:434–9.

[28]

Neder VE, Canavesio VR, Calvinho LF. Presence of enterotoxigenic Staphylococcus aureus in bulk tank milk from Argentine dairy farms. Rev Argent Microbiol. 2011;43(2):104–6.

[29]
Dittmann KK, Chaul L, Lee S, Corassin C, de Martinis E, Alves V, et al., editors. Multilocus sequence typing and antibiotic resistance of staphylococcus aureus isolated from the Brazilian dairy industry. The Danish microbiological society annual congress 2015.
[30]
Amala AM, Sugumar G, Chrisolite B. Occurrence and characterization of Staphylococcus aureus (Rosenbach, 1884) in seafood from landing centres and retail markets of Thoothukudi, south-east coast of India. 2018.
[31]

Pereira V, Lopes C, Castro A, Silva J, Gibbs P, Teixeira P. Characterization for enterotoxin production, virulence factors, and antibiotic susceptibility of Staphylococcus aureus isolates from various foods in Portugal. Food Microbiol. 2009;26(3):278–82. https://doi.org/10.1016/j.fm.2008.12.008

[32]

Wang X, Meng J, Zhang J, Zhou T, Zhang Y, Yang B, et al. Characterization of Staphylococcus aureus isolated from powdered infant formula milk and infant rice cereal in China. Int J Food Microbiol. 2012;153(1–2):142–7. https://doi.org/10.1016/j.ijfoodmicro.2011.10.030

[33]

Juan LI, Yang Y, Dong HX, Feng-Qin TU. Study on contamination situation of Staphylococcus aureus in fresh rice noodles. Cereals Oils. 2019.

[34]

Hao D, Xing X, Li G, Wang X, Zhang M, Zhang W, et al. Prevalence, toxin gene profiles, and antimicrobial resistance of Staphylococcus aureus isolated from quick-frozen dumplings. J Food Protect. 2015;78(1):218–23. https://doi.org/10.4315/0362-028X.JFP-14-100

[35]

Albaridi N. Risk of Bacillus cereus contamination in cooked rice. Food Sci Technol. 2022;42. https://doi.org/10.1590/fst.108221

[36]

Ed-Dra A, Filali FR, Bouymajane A, Benhallam F, El Allaoui A, Chaiba A, et al. Antibiotic susceptibility profile of Staphylococcus aureus isolated from sausages in Meknes, Morocco. Vet World. 2018;11(10):1459–65. https://doi.org/10.14202/vetworld.2018.1459-1465

[37]

Stratev D, Stoyanchev T, Bangieva D. Occurrence of Vibrio parahaemolyticus and Staphylococcus aureus in seafood. Ital J Food Saf. 2021;10(4):10027. https://doi.org/10.4081/ijfs.2021.10027

[38]
Murugadas V, Joseph TC, Reshmi K, Lalitha K. Prevalence of methicillin resistant Staphylococcus aureus in selected seafood markets and aquaculture farms in Kerala, south-west coast of India. 2016. https://doi.org/10.21077/ijf.2016.63.4.59010-25
DOI
[39]

Oliver SP, Boor KJ, Murphy SC, Murinda SE. Food safety hazards associated with consumption of raw milk. Foodborne Pathog Dis. 2009;6(7):793–806. https://doi.org/10.1016/j.jnucmat.2009.01.247

[40]

Dudley EG. Food microbiology: fundamentals and frontiers. Emerg Infect Dis. 2022;28(1):267. https://doi.org/10.1016/S0924-2244(03)00047-5

[41]

Bastam MM, Jalili M, Pakzad I, Maleki A, Ghafourian S. Pathogenic bacteria in cheese, raw and pasteurised milk. Vet Med Sci. 2021;7(6):2445–9. https://doi.org/10.1002/vms3.604

[42]

Schmidt T, Kock MM, Ehlers MM. Molecular characterization of Staphylococcus aureus isolated from bovine mastitis and close human contacts in South African dairy herds: genetic diversity and inter-species host transmission. Front Microbiol. 2017;8:511. https://doi.org/10.3389/fmicb.2017.00511

[43]

Ibrahim AS, Hafiz NM, Saad M. Prevalence of Bacillus cereus in dairy powders focusing on its toxigenic genes and antimicrobial resistance. Arch Microbiol. 2022;204(6):1–10. https://doi.org/10.1007/s00203-022-02945-3

[44]

Abera B, Lemma D, Iticha I. Study of bovine mastitis in asella government dairy farm of Oromia Regional state, South Eastern Ethiopia. Int J Curr Res Acad Rev. 2013;1(2):134–45.

[45]

Sankomkai W, Boonyanugomol W, Kraisriwattana K, Nutchanon J, Boonsam K, Kaewbutra S, et al. Characterisation of classical enterotoxins, virulence activity, and antibiotic susceptibility of isolated from Thai fermented pork sausages, clinical samples, and healthy carriers in northeastern Thailand. J Vet Res. 2020;64(2):289–97. https://doi.org/10.2478/jvetres-2020-0036

[46]

Wu X, Su YC. Effects of frozen storage on survival of Staphylococcus aureus and enterotoxin production in precooked tuna meat. J Food Sci. 2014;79(8):M1554–9. https://doi.org/10.1111/1750-3841.12530

[47]
Baraketi A, Salmieri S, Lacroix M. Foodborne pathogens detection: persevering worldwide challenge. Biosensing technologies for the detection of pathogens—a prospective way for rapid analysis IntechOpen, Rijeka, Croatia. 2018: 53–72.
DOI
[48]

Váradi L, Luo JL, Hibbs DE, Perry JD, Anderson RJ, Orenga S, et al. Methods for the detection and identification of pathogenic bacteria: past, present, and future. Chem Soc Rev. 2017;46(16):4818–32. https://doi.org/10.1039/c6cs00693k

[49]

Soleimani M, Hosseini H, Neyestani Z, Siadati S, Pilevar Z. Occurrence of Bacillus cereus in beef burger marketed in Tehran, capital of Iran. J Food Qual Hazards Control. 2017;4(3):70–3.

[50]

Abdalrahman LS, Stanley A, Wells H, Fakhr MK. Isolation, virulence, and antimicrobial resistance of methicillin-resistant Staphylococcus aureus (MRSA) and methicillin sensitive Staphylococcus aureus (MSSA) strains from Oklahoma retail poultry meats. Int J Environ Res Publ Health. 2015;12(6):6148–61. https://doi.org/10.3390/ijerph120606148

[51]

Sinclair JR. Importance of a one health approach in advancing global health security and the sustainable development goals. Rev Sci Tech (Int Off Epizoot). 2019;38(1):145–54. https://doi.org/10.20506/rst.38.1.2949

[52]

Reinoso E, Bettera S, Frigerio C, Direnzo M, Bogni C. RAPD-PCR analysis of Staphylococcus aureus strains isolated from bovine and human hosts. Microbiol Res. 2004;159(3):245–55. https://doi.org/10.1016/j.micres.2004.04.002

[53]

Ikuta KS, Swetschinski LR, Robles Aguilar G, Sharara F, Mestrovic T, Gray AP, et al. Global mortality associated with 33 bacterial pathogens in 2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet. 2022;400(10369):2221–48. https://doi.org/10.1016/s0140-6736(22)02185-7

[54]

Smith JA, O'Connor JJ, Willis A. Nasal carriage of Staphylococcus aureus in diabetes mellitus. Lancet. 1966;2(7467):776–7. https://doi.org/10.1016/s0140-6736(66)90367-9

[55]

Karina O, Kjersti D, Tom W, Maria S, Sollid J, Inger T, et al. Obesity and staphylococcus aureus nasal colonization among women and men in a general population. PLoS One. 2013;8(5):e63716. https://doi.org/10.1371/journal.pone.0063716

[56]

Parriott AM, Arah OA. Diabetes and early postpartum methicillin-resistant Staphylococcus aureus infection in US hospitals. Am J Infect Control. 2013;41(7):576–80. https://doi.org/10.1016/j.ajic.2012.10.011

[57]

Cervantes-García E, García-González R, Reséndiz-Albor A, Salazar-Schettino PM. Infections of diabetic foot ulcers with methicillin-resistant Staphylococcus aureus. Int J Low Extrem Wounds. 2015;14(1):44–9. https://doi.org/10.1177/1534734614564053

[58]

Sowmya S, Lakshmidevi N. Prevalence and incidence of urinary tract infection among diabetic patients in Mysore. Int J Recent Sci Res. 2013;4:1651–65.

[59]
Li X, Ren Y, Yan T. A case-control study on risk factors of pulmonary infection in patients with type 2 diabetes mellitus and its implications for clinical intervention. 2022;2022. https://doi.org/10.1155/2022/4492574
DOI
[60]

Tuazon CU, Perez A, Kishaba T, Sheagren JN. Staphylococcus aureus among insulin-injecting diabetic patients: an increased carrier rate. JAMA. 1975;231(12):1272. https://doi.org/10.1001/jama.1975.03240240042025

[61]

Cao R, Zeaki N, Wallin-Carlquist N, Skandamis PN, Schelin J, Rådström P. Elevated enterotoxin A expression and formation in Staphylococcus aureus and its association with prophage induction. Appl Environ Microbiol. 2012;78(14):4942–8. https://doi.org/10.1128/aem.00803-12

[62]

Shu YQ, Jameson-Lee M, Villaruz AE, Bach T, Otto M, Sturdevant DE, et al. RNAIII-independent target gene control by the agr quorum-sensing system: insight into the evolution of virulence regulation in staphylococcus aureus. Mol Cell. 2008;32(1):150–8. https://doi.org/10.1016/j.molcel.2008.08.005

[63]

Banke E, Rödström K, Ekelund M, Dalla-Riva J, Lagerstedt JO, Nilsson S, et al. Superantigen activates the gp130 receptor on adipocytes resulting in altered adipocyte metabolism. Metabolism. 2014;63(6):831–40. https://doi.org/10.1016/j.metabol.2014.03.004

[64]

Farnsworth CW, Shehatou CT, Maynard R, Nishitani K, Kates SL, Zuscik MJ, et al. A humoral immune defect distinguishes the response to Staphylococcus aureus infections in mice with obesity and type 2 diabetes from that in mice with type 1 diabetes. Infect Immun. 2015;83(6):2264–74. https://doi.org/10.1128/IAI.03074-14

[65]

Thurlow LR, Stephens AC, Hurley KE, Richardson AR. Lack of nutritional immunity in diabetic skin infections promotes Staphylococcus aureus virulence. Sci Adv. 2020;6(46):eabc5569. https://doi.org/10.1126/sciadv.abc5569

[66]

Farnsworth CW, Schott EM, Jensen SE, Zukoski J, Benvie AM, Refaai MA, et al. Adaptive upregulation of clumping factor A (ClfA) by Staphylococcus aureus in the obese, type 2 diabetic host mediates increased virulence. Infect Immun. 2017;85(6):e01005–16. https://doi.org/10.1128/iai.01005-16

[67]

Bui TI, Gill AL, Mooney RA, Gill SR. Modulation of gut microbiota metabolism in obesity-related type 2 diabetes reduces osteomyelitis severity. Microbiol Spectr. 2022;10(2):e00170–22. https://doi.org/10.1128/spectrum.00170-22

[68]

Shuwen H, Kefeng D. Intestinal phages interact with bacteria and are involved in human diseases. Gut Microb. 2022;14(1):2113717. https://doi.org/10.1080/19490976.2022.2113717

[69]

Piewngam P, Zheng Y, Nguyen TH, Dickey SW, Joo H-S, Villaruz AE, et al. Pathogen elimination by probiotic Bacillus via signalling interference. Nature. 2018;562(7728):532–7. https://doi.org/10.1038/s41586-018-0616-y

[70]

Hong K-B, Hong YH, Jung EY, Jo K, Suh HJ. Changes in the diversity of human skin microbiota to cosmetic serum containing prebiotics: results from a randomized controlled trial. J Personalized Med. 2020;10(3):91. https://doi.org/10.21203/rs.3.rs-36592/v1

[71]

Hu X, Guo J, Zhao C, Jiang P, Maimai T, Yanyi L, et al. The gut microbiota contributes to the development of Staphylococcus aureus-induced mastitis in mice. ISME J. 2020;14(7):1897–910. https://doi.org/10.1038/s41396-020-0651-1

[72]

Manges AR, Steiner TS, Wright AJ. Fecal microbiota transplantation for the intestinal decolonization of extensively antimicrobial-resistant opportunistic pathogens: a review. Infect Dis. 2016;48(8):587–92. https://doi.org/10.1080/23744235.2016.1177199

[73]

Albac S, Medina M, Labrousse D, Hayez D, Bonnot D, Anzala N, et al. Efficacy of bacteriophages in a Staphylococcus aureus nondiabetic or diabetic foot infection murine model. Antimicrob Agents Chemother. 2020;64(2):e01870–19. https://doi.org/10.1128/AAC.01870-19

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Received: 21 January 2023
Accepted: 24 February 2023
Published: 21 March 2023
Issue date: March 2023

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© 2023 The Authors. Tsinghua University Press.

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ACKNOWLEDGMENTS

We would like to thank Liang Wang and Ying Feng for the comments on the content of the article and also thank all participants for their time and involvement in this study. This work was supported by the Guangdong Province Academy of Sciences Special Project for Capacity Building of Innovation Driven Development (2020GDASYL‐20200301002), National Natural Science Foundation of China (82072380), and Research foundation for advanced talents of Guangdong Provincial People's Hospital (KJ012021097).

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