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Loe MWC, Sultana R, Goh GL, Lim SWX, Yeo KT. Impact of antibiotic duration and type on short- and long-term outcomes in very-low-birthweight infants. Acta Paediatr 2024. [PMID: 39560128 DOI: 10.1111/apa.17509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 11/04/2024] [Accepted: 11/08/2024] [Indexed: 11/20/2024]
Abstract
AIM To determine the association between the duration and types of antibiotic exposure and the occurrence of short- and long-term outcomes among preterm, very-low-birthweight (VLBW) infants. METHODS Retrospective cohort study of VLBW infants born <32 weeks gestation between January 2017-December 2021. Association between antibiotic exposure and the occurrence of death and/or major morbidities, and neurodevelopmental impairment (NDI) at 18-24 months corrected age, was evaluated. RESULTS A total of 728 infants were included-median gestation 28 weeks (IQR 26, 30) and median birthweight 1070g (IQR 850, 1300). Compared to no antibiotics, antibiotics exposure >3 days was significantly associated with increased risk of mortality and/or bronchopulmonary dysplasia (BPD)-adjusted odds ratio (AOR) 2.0 (95% CI 1.1-3.8; p=0.03), 3.5 (95% CI 1.6-7.8; p=0.01) and 3.8 (95% CI 1.6-9.0; p<0.001) corresponding to antibiotic exposure of 4-7 days, 8-14 and >14 days, respectively. Additional exposure to broad-spectrum antibiotics was associated with AOR of 3.2 (95% CI 1.6-6.5; p<0.01) for death and/or BPD. There was no significant association between antibiotic exposure and NDI. CONCLUSION Infants who received >3 days of antibiotics and/or additional broad-spectrum antibiotics had significantly increased odds of death and/or BPD compared to no exposure. Antibiotic exposure was not significantly associated with NDI in our population.
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Affiliation(s)
- Marcus Wing Choy Loe
- Duke-NUS Medical School, Singapore City, Singapore
- Department of Neonatology, KK Women's & Children's Hospital, Singapore City, Singapore
| | | | - Guan Lin Goh
- Department of Neonatology, KK Women's & Children's Hospital, Singapore City, Singapore
| | - Selina Wan Xuan Lim
- Department of Pharmacy, KK Women's and Children's Hospital, Singapore City, Singapore
| | - Kee Thai Yeo
- Duke-NUS Medical School, Singapore City, Singapore
- Department of Neonatology, KK Women's & Children's Hospital, Singapore City, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore City, Singapore
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Gao Y, Wang K, Lin Z, Cai S, Peng A, He L, Qi H, Jin Z, Qian X. The emerging roles of microbiome and short-chain fatty acids in the pathogenesis of bronchopulmonary dysplasia. Front Cell Infect Microbiol 2024; 14:1434687. [PMID: 39372498 PMCID: PMC11449852 DOI: 10.3389/fcimb.2024.1434687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2024] [Accepted: 08/28/2024] [Indexed: 10/08/2024] Open
Abstract
Bronchopulmonary dysplasia (BPD) is a chronic lung disease that affects premature infants and leads to long-term pulmonary complications. The pathogenesis of BPD has not been fully elucidated yet. In recent years, the microbiome and its metabolites, especially short-chain fatty acids (SCFAs), in the gut and lungs have been demonstrated to be involved in the development and progression of the disease. This review aims to summarize the current knowledge on the potential involvement of the microbiome and SCFAs, especially the latter, in the development and progression of BPD. First, we introduce the gut-lung axis, the production and functions of SCFAs, and the role of SCFAs in lung health and diseases. We then discuss the evidence supporting the involvement of the microbiome and SCFAs in BPD. Finally, we elaborate on the potential mechanisms of the microbiome and SCFAs in BPD, including immune modulation, epigenetic regulation, enhancement of barrier function, and modulation of surfactant production and the gut microbiome. This review could advance our understanding of the microbiome and SCFAs in the pathogenesis of BPD, which also helps identify new therapeutic targets and facilitate new drug development.
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Affiliation(s)
- Yuan Gao
- Neonatal Intensive Care Unit (NICU), Jinhua Maternal and Child Health Care Hospital, Jinhua, China
| | - Kaixuan Wang
- Department of Pediatrics, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
| | - Zupan Lin
- Neonatal Intensive Care Unit (NICU), Jinhua Maternal and Child Health Care Hospital, Jinhua, China
| | - Shujing Cai
- Neonatal Intensive Care Unit (NICU), Jinhua Maternal and Child Health Care Hospital, Jinhua, China
| | - Aohui Peng
- College of Life Sciences, Zhejiang Normal University, Jinhua, China
| | - Le He
- Department of Pediatrics, Jinhua Hospital of TCM Affiliated to Zhejiang University of Traditional Chinese Medicine, Jinhua, China
| | - Hui Qi
- China National Clinical Research Center of Respiratory Diseases, Respiratory Department, Beijing Children’s Hospital, Capital Medical University, National Center for Children’s Health, Beijing, China
| | - Zhigang Jin
- College of Life Sciences, Zhejiang Normal University, Jinhua, China
| | - Xubo Qian
- Department of Pediatrics, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
- Department of Pediatrics, Jinhua Hospital of TCM Affiliated to Zhejiang University of Traditional Chinese Medicine, Jinhua, China
- Central Laboratory, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, China
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Liu L, Chen C, Li Y, Ao D, Wu J, Cai N, Li W, Xiang M. Dynamics alteration of the gut microbiota and faecal metabolomes in very low or extremely low birth weight infants: a Chinese single-center, prospective cohort study. Front Microbiol 2024; 15:1438213. [PMID: 39247697 PMCID: PMC11377216 DOI: 10.3389/fmicb.2024.1438213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Accepted: 08/14/2024] [Indexed: 09/10/2024] Open
Abstract
Objective The aim of this study is to comprehensively investigate the temporal dynamics of faecal gut microbiota and metabonomics in early postnatal with a focus on very low or extremely low birth weight (VLBW/ELBW) infants. Methods We collected faecal samples from 157 VLBW/ELBW infants at three time points: days 1, 14, and 28 in a prospective cohort study. The faecal microbial diversity, abundance, composition, and metabolomic analyses were determined using 16S rRNA sequencing and liquid chromatography tandem mass spectrometry (LC-MS/MS). Microbiome functional analyses were conducted utilizing PICRUSt2. The ecological association networks were employed to investigate the interactions between gut microbiota and identify the core genus within 28 days of birth, as well as to unveil correlations between taxa and metabolites. Result (1) The alpha diversity of gut microbiota significantly decreased from D1 to D28, accompanied by an interrupted trajectory lacking obligate anaerobes. At the phylum level, the 16S RNA sequencing results showed an increase in Proteobacteria and a decrease in Firmicutes and Bacteroidota from D1 to D28. At the genus level, there was a decrease in the relative abundance of Staphylococcus, Acinetobacter and Ureaplasma, with Klebsiella and Enterococcus emerging as the most abundant genera. (2) The analysis revealed a total of 561 metabolic markers that exhibited significant and distinct alterations between D1 and D14. (3) Ecological association networks revealed that the gut microbiota in D1 exhibited a significantly higher degree of microbial interactions compared to those in D14 and D28. Additionally, Enterococcus, Klebsiella, and Enterobacter were major contributors to the co-occurring network at these three time points. (4) Steroid hormone biosynthesis, including tetrahydrocortisone, androsterone glucuronide, androstenedione and etiocholanolone glucuronide, decreased within 28 days after birth. Conclusion We have successfully demonstrated a significant dysbiosis in the gut microbiota and a subsequent decrease in its diversity within 4 weeks postpartum in VLBW/ELBW infants. Monitoring the gut microbiota of VLBW/ELBW infants and promptly rectifying dysbiosis in the early stages may represent a potential therapeutic strategy.
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Affiliation(s)
- Ling Liu
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Chaohong Chen
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - YeShan Li
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Dang Ao
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Jiayuan Wu
- Clinical Research Service Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Nali Cai
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Wen Li
- Department of Pediatrics, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Min Xiang
- Department of Orthopedics, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
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Boel L, Gallacher DJ, Marchesi JR, Kotecha S. The Role of the Airway and Gut Microbiome in the Development of Chronic Lung Disease of Prematurity. Pathogens 2024; 13:472. [PMID: 38921770 PMCID: PMC11206380 DOI: 10.3390/pathogens13060472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 05/24/2024] [Accepted: 05/25/2024] [Indexed: 06/27/2024] Open
Abstract
Chronic lung disease (CLD) of prematurity, a common cause of morbidity and mortality in preterm-born infants, has a multifactorial aetiology. This review summarizes the current evidence for the effect of the gut and airway microbiota on the development of CLD, highlighting the differences in the early colonisation patterns in preterm-born infants compared to term-born infants. Stool samples from preterm-born infants who develop CLD have less diversity than those who do not develop CLD. Pulmonary inflammation, which is a hallmark in the development of CLD, may potentially be influenced by gut bacteria. The respiratory microbiota is less abundant than the stool microbiota in preterm-born infants. There is a lack of clear evidence for the role of the respiratory microbiota in the development of CLD, with results from individual studies not replicated. A common finding is the presence of a single predominant bacterial genus in the lungs of preterm-born infants who develop CLD. Probiotic preparations have been proposed as a potential therapeutic strategy to modify the gut or lung microbiota with the aim of reducing rates of CLD but additional robust evidence is required before this treatment is introduced into routine clinical practice.
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Affiliation(s)
- Lieve Boel
- Neonatal Unit, University Hospital of Wales, Cardiff CF14 4XW, UK; (L.B.); (D.J.G.)
| | - David J. Gallacher
- Neonatal Unit, University Hospital of Wales, Cardiff CF14 4XW, UK; (L.B.); (D.J.G.)
| | - Julian R. Marchesi
- Division of Digestive Diseases, Faculty of Medicine, Imperial College, London W2 1NY, UK;
| | - Sailesh Kotecha
- Department of Child Health, Cardiff University School of Medicine, Cardiff CF14 4XN, UK
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Gao L, Yang P, Luo C, Lei M, Shi Z, Cheng X, Zhang J, Cao W, Ren M, Zhang L, Wang B, Zhang Q. Machine learning predictive models for grading bronchopulmonary dysplasia: umbilical cord blood IL-6 as a biomarker. Front Pediatr 2023; 11:1301376. [PMID: 38161441 PMCID: PMC10757373 DOI: 10.3389/fped.2023.1301376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 11/27/2023] [Indexed: 01/03/2024] Open
Abstract
Objectives This study aimed to analyze the predictive value of umbilical cord blood Interleukin-6 (UCB IL-6) for the severity-graded BPD and to establish machine learning (ML) predictive models in a Chinese population based on the 2019 NRN evidence-based guidelines. Methods In this retrospective analysis, we included infants born with gestational age <32 weeks, who underwent UCB IL-6 testing within 24 h of admission to our NICU between 2020 and 2022. We collected their medical information encompassing the maternal, perinatal, and early neonatal phases. Furthermore, we classified the grade of BPD according to the 2019 NRN evidence-based guidelines. The correlation between UCB IL-6 and the grades of BPD was analyzed. Univariate analysis and ordinal logistic regression were employed to identify risk factors, followed by the development of ML predictive models based on XGBoost, CatBoost, LightGBM, and Random Forest. The AUROC was used to evaluate the diagnostic value of each model. Besides, we generated feature importance distribution plots based on SHAP values to emphasize the significance of UCB IL-6 in the models. Results The study ultimately enrolled 414 preterm infants, with No BPD group (n = 309), Grade 1 BPD group (n = 73), and Grade 2-3 BPD group (n = 32). The levels of UCB IL-6 increased with the grades of BPD. UCB IL-6 demonstrated clinical significance in predicting various grades of BPD, particularly in distinguishing Grade 2-3 BPD patients, with an AUROC of 0.815 (95% CI: 0.753-0.877). All four ML models, XGBoost, CatBoost, LightGBM, and Random Forest, exhibited Micro-average AUROC values of 0.841, 0.870, 0.851, and 0.878, respectively. Notably, UCB IL-6 consistently appeared as the most prominent feature across the feature importance distribution plots in all four models. Conclusion UCB IL-6 significantly contributes to predicting severity-graded BPD, especially in grade 2-3 BPD. Through the development of four ML predictive models, we highlighted UCB IL-6's importance.
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Affiliation(s)
- Linan Gao
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Clinical Treatment and Follow-Up Center for High-Risk Newborns of Henan Province, Zhengzhou, China
- Key Laboratory for Prevention and Control of Developmental Disorders, Zhengzhou, China
| | - Pengkun Yang
- Computer Science and Technology, University of Science and Technology of China, Hefei, China
| | - Chenghan Luo
- Department of Orthopaedics, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Mengyuan Lei
- Health Care Department, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zanyang Shi
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Clinical Treatment and Follow-Up Center for High-Risk Newborns of Henan Province, Zhengzhou, China
- Key Laboratory for Prevention and Control of Developmental Disorders, Zhengzhou, China
| | - Xinru Cheng
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Clinical Treatment and Follow-Up Center for High-Risk Newborns of Henan Province, Zhengzhou, China
- Key Laboratory for Prevention and Control of Developmental Disorders, Zhengzhou, China
| | - Jingdi Zhang
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Clinical Treatment and Follow-Up Center for High-Risk Newborns of Henan Province, Zhengzhou, China
- Key Laboratory for Prevention and Control of Developmental Disorders, Zhengzhou, China
| | - Wenjun Cao
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Clinical Treatment and Follow-Up Center for High-Risk Newborns of Henan Province, Zhengzhou, China
- Key Laboratory for Prevention and Control of Developmental Disorders, Zhengzhou, China
| | - Miaomiao Ren
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Clinical Treatment and Follow-Up Center for High-Risk Newborns of Henan Province, Zhengzhou, China
- Key Laboratory for Prevention and Control of Developmental Disorders, Zhengzhou, China
| | - Luwen Zhang
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Clinical Treatment and Follow-Up Center for High-Risk Newborns of Henan Province, Zhengzhou, China
- Key Laboratory for Prevention and Control of Developmental Disorders, Zhengzhou, China
| | - Bingyu Wang
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Clinical Treatment and Follow-Up Center for High-Risk Newborns of Henan Province, Zhengzhou, China
- Key Laboratory for Prevention and Control of Developmental Disorders, Zhengzhou, China
| | - Qian Zhang
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Clinical Treatment and Follow-Up Center for High-Risk Newborns of Henan Province, Zhengzhou, China
- Key Laboratory for Prevention and Control of Developmental Disorders, Zhengzhou, China
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Gong F, Qu R, Li Y, Lv Y, Dai J. Astragalus Mongholicus: A review of its anti-fibrosis properties. Front Pharmacol 2022; 13:976561. [PMID: 36160396 PMCID: PMC9490009 DOI: 10.3389/fphar.2022.976561] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 08/18/2022] [Indexed: 11/13/2022] Open
Abstract
Background: Fibrosis-related diseases (FRD) include cerebral fibrosis, pulmonary fibrosis, cardiac fibrosis, liver fibrosis, renal fibrosis, peritoneal fibrosis, etc. The effects of fibrosis can be severe, resulting in organ dysfunction, functional decline, and even organ failure, which can cause serious health problems.Aim: Currently, there is no effective modern medicine for anti-fibrosis in the clinics; however, Chinese medicine has a certain beneficial effect on treating such diseases. Astragalus Mongholicus (AM) has rich medicinal value, and its anti-fibrosis effect has been recently investigated. In recent years, more and more experimental studies have been conducted on the intervention of astragaloside IV (AS-IV), astragalus polysaccharide (APS), astragalus flavone, cycloastragalus alcohol, astragalus water extract and other pharmacological components in fibrosis-related diseases, attracting the interest of researchers. We aim to provide ideas for future research by summarizing recent research advances of AM in treating fibrosis-related diseases.Methods: A literature search was conducted from the core collections of electronic databases such as Baidu Literature, Sciencen.com, Google Scholar, PubMed, and Science Direct using the above keywords and the pharmacological and phytochemical details of the plant.Results: AM can be used to intervene in fibrosis-disease progression by regulating inflammation, oxidative stress, the immune system, and metabolism.Conclusion: AS-IV, APS, and astragalus flavone were studied and discussed in detail. These components have high potential anti-fibrosis activity. Overall, this review aims to gain insight into the AM’s role in treating fibro-related diseases.
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Affiliation(s)
- Fengying Gong
- Department of Traditional Chinese Medicine, Nanfang Hospital of Southern Medical University, Guangzhou, China
| | - Rongmei Qu
- Guangdong Provincial Key Laboratory of Medical Biomechanics and Guangdong Engineering Research Center for Translation of Medical 3D Printing Application and National Key Discipline of Human Anatomy, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Yongchun Li
- Department of Traditional Chinese Medicine, Nanfang Hospital of Southern Medical University, Guangzhou, China
| | - Ying Lv
- Department of Traditional Chinese Medicine, Nanfang Hospital of Southern Medical University, Guangzhou, China
- *Correspondence: Ying Lv, ; Jingxing Dai,
| | - Jingxing Dai
- Guangdong Provincial Key Laboratory of Medical Biomechanics and Guangdong Engineering Research Center for Translation of Medical 3D Printing Application and National Key Discipline of Human Anatomy, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
- *Correspondence: Ying Lv, ; Jingxing Dai,
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Stricker S, Hain T, Chao CM, Rudloff S. Respiratory and Intestinal Microbiota in Pediatric Lung Diseases-Current Evidence of the Gut-Lung Axis. Int J Mol Sci 2022; 23:ijms23126791. [PMID: 35743234 PMCID: PMC9224356 DOI: 10.3390/ijms23126791] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 06/13/2022] [Accepted: 06/14/2022] [Indexed: 02/07/2023] Open
Abstract
The intestinal microbiota is known to influence local immune homeostasis in the gut and to shape the developing immune system towards elimination of pathogens and tolerance towards self-antigens. Even though the lung was considered sterile for a long time, recent evidence using next-generation sequencing techniques confirmed that the lower airways possess their own local microbiota. Since then, there has been growing evidence that the local respiratory and intestinal microbiota play a role in acute and chronic pediatric lung diseases. The concept of the so-called gut–lung axis describing the mutual influence of local microbiota on distal immune mechanisms was established. The mechanisms by which the intestinal microbiota modulates the systemic immune response include the production of short-chain fatty acids (SCFA) and signaling through pattern recognition receptors (PRR) and segmented filamentous bacteria. Those factors influence the secretion of pro- and anti-inflammatory cytokines by immune cells and further modulate differentiation and recruitment of T cells to the lung. This article does not only aim at reviewing recent mechanistic evidence from animal studies regarding the gut–lung axis, but also summarizes current knowledge from observational studies and human trials investigating the role of the respiratory and intestinal microbiota and their modulation by pre-, pro-, and synbiotics in pediatric lung diseases.
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Affiliation(s)
- Sebastian Stricker
- Department of Pediatrics, Justus Liebig University Giessen, 35392 Giessen, Germany;
- Correspondence: ; Tel.: +49-641-985-56617
| | - Torsten Hain
- Institute of Medical Microbiology, Justus Liebig University Giessen, 35392 Giessen, Germany;
- German Center for Infection Research (DZIF), Partner Site Giessen-Marburg-Langen, Justus Liebig University Giessen, 35392 Giessen, Germany
| | - Cho-Ming Chao
- Department of Pediatrics, University Medical Center Rostock, 18057 Rostock, Germany;
| | - Silvia Rudloff
- Department of Pediatrics, Justus Liebig University Giessen, 35392 Giessen, Germany;
- Department of Nutritional Science, Justus Liebig University Giessen, 35392 Giessen, Germany
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