1
|
Nguyen VD, Lin HC, Lee WC, Ju KS, Dai JE, Hsieh PN, Chen CY, Lee CH. The prognostic value of NT-proBNP in 28-day mortality and post-discharge survival in pneumonia: a retrospective cohort study from Taiwan. Expert Rev Respir Med 2025:1-11. [PMID: 39943806 DOI: 10.1080/17476348.2025.2467339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 01/28/2025] [Accepted: 02/11/2025] [Indexed: 02/20/2025]
Abstract
BACKGROUND NT-proBNP, traditionally used to assess heart failure, is increasingly recognized for its prognostic value in other diseases. This study evaluates its value in pneumonia. RESEARCH DESIGN AND METHODS We conducted a retrospective cohort study of adult patients hospitalized for pneumonia at Wan Fang Hospital (2017-2021) to investigate whether elevated NT-proBNP levels predicted poorer outcomes. Logistic regression identified risk factors for 28-day mortality, while the Cox regression model identified predictors of post-discharge survival. RESULTS Among 2,805 patients (79.6 ± 13.4 years, female 45%), the 28-day mortality rate was 18.2%, and the median post-discharge follow-up time was 359 days. Moderately (increased but < 10000 pg/mL) and severely (>10000 pg/mL) elevated NT-proBNP levels had higher 28-day mortality compared to normal NT-proBNP; adjusted odds ratios: 2.24 (1.34-3.75, p = 0.002) and 3.57 (2.03-6.27, p < 0.001). Moderately and severely elevated NT-proBNP levels related to shorter survival time than normal NT-proBNP levels; adjusted hazard ratios 1.60 (1.28-2.00, p < 0.001) and 2.03 (1.56-2.63, p < 0.001). All ratios were adjusted with comorbidities, sex, age, and clinical and laboratory tests. CONCLUSIONS Elevated NT-proBNP levels predict higher 28-day mortality and shorter survival time in patients with pneumonia across most subpopulations. This marker holds potential as a prognostic biomarker for pneumonia, especially in high-risk patients.
Collapse
Affiliation(s)
- Van-Dong Nguyen
- International Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Intensive Care Unit, Danang Hospital, Danang, Vietnam
| | - Hsien-Chun Lin
- Division of Pulmonary Medicine, Department of Internal Medicine, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
- Pulmonary Research Center, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Wen-Chen Lee
- Pulmonary Research Center, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
- Department of Pharmacy, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Ke-Shiuan Ju
- Division of Cardiology, Department of Internal Medicine, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Jing-En Dai
- Division of Pulmonary Medicine, Department of Internal Medicine, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
- Pulmonary Research Center, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Pei-Ni Hsieh
- Division of Pulmonary Medicine, Department of Internal Medicine, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Chun-You Chen
- College of Medical Science and Technology, Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, Taiwan
- Department of Radiation Oncology, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
- Information Technology Office, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
- Artificial Intelligence Research and Development Center, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Chih-Hsin Lee
- Division of Pulmonary Medicine, Department of Internal Medicine, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
- Pulmonary Research Center, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
- Division of Pulmonary Medicine, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| |
Collapse
|
2
|
Cronin E, Cushen B. Diagnosis and management of comorbid disease in COPD. Breathe (Sheff) 2025; 21:240099. [PMID: 40007528 PMCID: PMC11851148 DOI: 10.1183/20734735.0099-2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Accepted: 12/24/2024] [Indexed: 02/27/2025] Open
Abstract
COPD is one of the most common chronic respiratory conditions and is associated with high healthcare use, morbidity and mortality. Multimorbidity in COPD is common and confers a worse prognosis. Despite this, there is delayed and often under-diagnosis of comorbid diseases in COPD. Knowledge of the respiratory and non-respiratory pathologies that can coexist with COPD is essential to ensure early detection and appropriate management. This review provides an overview of the comorbidities that have been described in COPD. We discuss their pathogenesis, pitfalls in their diagnosis, and strategies for their prevention and treatment.
Collapse
Affiliation(s)
- Eleanor Cronin
- Department of Respiratory Medicine, St Vincents University Hospital, Dublin, Ireland
| | - Breda Cushen
- Department of Respiratory Medicine, Beaumont Hospital, Dublin, Ireland
- RSCI University of Medicine and Health Sciences, Dublin, Ireland
| |
Collapse
|
3
|
Dimiene I, Hoppenot D, Vajauskas D, Padervinskiene L, Rimkunas A, Zemaitis M, Barkauskiene D, Lapinskas T, Ereminiene E, Miliauskas S. Systemic Manifestations of COPD and the Impact of Dual Bronchodilation with Tiotropium/Olodaterol on Cardiac Function and Autonomic Integrity. J Clin Med 2024; 13:2937. [PMID: 38792478 PMCID: PMC11121926 DOI: 10.3390/jcm13102937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 05/06/2024] [Accepted: 05/14/2024] [Indexed: 05/26/2024] Open
Abstract
Background: Chronic obstructive pulmonary disease (COPD) has significant systemic manifestations, including cardiovascular morbidity. The main aim of our study was to evaluate the effect of short-term COPD treatment with tiotropium/olodaterol (TIO/OLO) 5/5 μg on cardiac function and autonomic integrity. Methods: Twenty-nine patients with newly diagnosed moderate-to-severe COPD were enrolled. We performed pulmonary function tests, cardiac magnetic resonance, cardiac 123I-metaiodobenzylguanidine (123I-MIBG) imaging and analysis of blood biomarkers on our study subjects. The correlations between the tests' results were evaluated at baseline. The changes in pulmonary and cardiac parameters from baseline through 12 weeks were assessed. Results: Significant associations between pulmonary function tests' results and high-sensitivity C-reactive protein (hs-CRP), as well as interleukin-22 (IL-22), were observed at baseline. Treatment with TIO/OLO significantly improved lung function as measured by spirometry and body plethysmography. Moreover, we found that the cardiac index increased from 2.89 (interquartile range (IQR) 1.09) to 3.21 L/min/m2 (IQR 0.78) (p = 0.013; N = 18) and the late heart-to-mediastinum ratio improved from 1.88 (IQR 0.37) to 2 (IQR 0.41) (p = 0.026; N = 16) after 12 weeks of treatment. Conclusions: Treatment with TIO/OLO improves lung function and positively impacts cardiac function and autonomic integrity, suggesting that dual bronchodilation might have a potential in decreasing the risk for cardiac events in COPD. Hs-CRP and IL-22 might be beneficial in determining the intensity of systemic inflammation in COPD. Further research with a larger cohort is needed to enhance the initial results of this study.
Collapse
Affiliation(s)
- Ieva Dimiene
- Department of Pulmonology, Medical Academy, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania; (D.H.); (M.Z.); (D.B.); (S.M.)
| | - Deimante Hoppenot
- Department of Pulmonology, Medical Academy, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania; (D.H.); (M.Z.); (D.B.); (S.M.)
| | - Donatas Vajauskas
- Department of Radiology, Medical Academy, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania; (D.V.); (L.P.)
| | - Lina Padervinskiene
- Department of Radiology, Medical Academy, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania; (D.V.); (L.P.)
| | - Airidas Rimkunas
- Laboratory of Pulmonology, Department of Pulmonology, Medical Academy, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania;
| | - Marius Zemaitis
- Department of Pulmonology, Medical Academy, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania; (D.H.); (M.Z.); (D.B.); (S.M.)
| | - Diana Barkauskiene
- Department of Pulmonology, Medical Academy, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania; (D.H.); (M.Z.); (D.B.); (S.M.)
| | - Tomas Lapinskas
- Department of Cardiology, Medical Academy, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania; (T.L.); (E.E.)
| | - Egle Ereminiene
- Department of Cardiology, Medical Academy, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania; (T.L.); (E.E.)
| | - Skaidrius Miliauskas
- Department of Pulmonology, Medical Academy, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania; (D.H.); (M.Z.); (D.B.); (S.M.)
| |
Collapse
|
4
|
Martínez-Gestoso S, García-Sanz MT, Carreira JM, Nieto-Fontarigo JJ, Calvo-Álvarez U, Doval-Oubiña L, Camba-Matos S, Peleteiro-Pedraza L, Roibás-Veiga I, González-Barcala FJ. Prognostic Usefulness of Basic Analytical Data in Chronic Obstructive Pulmonary Disease Exacerbation. OPEN RESPIRATORY ARCHIVES 2023; 5:100271. [PMID: 37818452 PMCID: PMC10560836 DOI: 10.1016/j.opresp.2023.100271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Accepted: 09/01/2023] [Indexed: 10/12/2023] Open
Abstract
Introduction COPD causes high morbidity and mortality and high health costs. Thus, identifying and analyzing the distinctive and treatable traits seems useful to optimize the management of AEPOC patients. While various biomarkers have been researched, no solid data for systematic use have been made available. Aim Assessing the short-term prognostic usefulness of clinical and analytical parameters available in routine clinical practice in COPD exacerbations. Material and methods Multicenter prospective observational study conducted between 2016 and 2018. Patients admitted for COPD exacerbation who agreed to participate and signed an informed consent form were included. Prolonged stay, in-hospital mortality or early readmission was considered an unfavorable progression. 30-Day mortality was also analyzed. Results 615 patients were included. Mean age was 73.9 years (SD 10.6); 86.2% were male. Progression of 357 patients (58%) was considered unfavorable. Mortality at 1 month from discharge was 6.7%. The multivariate analysis shows a relationship between the CRP/Albumin ratio and unfavorable progression (OR 1.008, 95% CI 1.00; 1.01), as well as increased risk of death at 1 month from discharge with elevated urea (OR 1.01, 95% CI 1.005; 1.02) and troponin T (OR 2.21, 95% CI 1.06; 4.62). Conclusion Elevated CRP/Albumin, urea and TnT are prognostic indicators of poor short-term outcome in patients admitted for COPD exacerbation. Cardiovascular comorbidity and systemic inflammation could explain these findings.
Collapse
Affiliation(s)
| | | | | | - Juan-José Nieto-Fontarigo
- Department of Biochemistry and Molecular Biology, Faculty of Biology-Biological Research Centre (CIBUS), University of Santiago de Compostela, Spain
| | - Uxío Calvo-Álvarez
- Respiratory Medicine, University Hospital Complex of Santiago de Compostela, Spain
| | | | - Sandra Camba-Matos
- Emergencies Department Salnés Couny Hospital, Vilagarcía de Arousa, Spain
| | | | | | - Francisco-Javier González-Barcala
- Department of Biochemistry and Molecular Biology, Faculty of Biology-Biological Research Centre (CIBUS), University of Santiago de Compostela, Spain
- Department of Medicine, University of Santiago de Compostela, Spain
| |
Collapse
|
5
|
Nicolae B, Ecaterina L. Natriuretic peptides in elderly patients with chronic obstructive pulmonary disease. THE EGYPTIAN JOURNAL OF BRONCHOLOGY 2022. [DOI: 10.1186/s43168-022-00132-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Natriuretic peptides (NPs) are considered a useful tool for diagnosing the cardiac or pulmonary origin of acute dyspnea in the emergency department. The aim of this study was to evaluate NP in elderly patients with chronic obstructive pulmonary disease (COPD).
Materials and methods
In the PubMed and Hinari databases, we identified 465 comprehensive articles in English, published in the years 1990–2021, which provided information on natriuretic peptides in elderly patients with COPD. The final bibliography contains 49 relevant sources.
Results
NP, specially BNP/NT-proBNP values are frequently elevated in patients with COPD, reflecting three complex aspects of the interrelated cardio-pulmonary continuum: (1) left ventricular systolic and diastolic dysfunction, (2) pulmonary vascular and right heart remodeling, (3) global cardiovascular risk and comorbidities. The additional increase in BNP/NT-proBNP values during acute exacerbation of COPD is probably a marker for both, acute estate of COPD and varying degrees of underlying cardiopulmonary disease.
The results of the studies suggest the role of natriuretic peptides as relevant prognostic biomarkers not only for patients with cardiovascular disease, but also for patients with chronic obstructive pulmonary disease, which has an important clinical implication. The determination of these biomarkers in patients with chronic obstructive pulmonary disease allows stratification for prognosis: it is able to select a subgroup of patients at higher risk, which requires increased attention and optimization of treatment.
Conclusion
NPs, especially BNP/NT-proBNP are relevant prognostic biomarkers not only for patients with cardiovascular disease, but also for patients with COPD, acute exacerbations and haemodynamic disorders like PH and cor pulmonale. Estimating BNP/NT-proBNP in COPD patients has an important clinical implication: it allows the selection of a subgroup of patients at higher risk, which requires increased attention and treatment optimization.
Collapse
|
6
|
Martin A, Hancox RJ, Chang CL, Beasley R, Wrobel J, McDonald V, Dobler CC, Yang IA, Farah CS, Cochrane B, Hillis GS, Scowcroft CP, Aggarwal A, Di Tanna GL, Balicki G, Galgey S, Jenkins C. Preventing adverse cardiac events (PACE) in chronic obstructive pulmonary disease (COPD): study protocol for a double-blind, placebo controlled, randomised controlled trial of bisoprolol in COPD. BMJ Open 2021; 11:e053446. [PMID: 34452971 PMCID: PMC8404458 DOI: 10.1136/bmjopen-2021-053446] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
INTRODUCTION Heart disease in chronic obstructive pulmonary disease (COPD) is a common but neglected comorbidity. Patients with COPD are frequently excluded from clinical trials of treatments aimed at reducing cardiac morbidity and mortality, which has led to undertreatment of cardiovascular disease in patients with COPD. A particular concern in COPD is the underuse of beta (β)-blockers. There is observational evidence that cardioselective β-blockers are safe and may even reduce mortality risk in COPD, although some evidence is conflicting. There is an urgent need to answer the research question: Are cardioselective β-blockers safe and of benefit in people with moderately severe COPD? The proposed study will investigate whether cardioselective β-blocker treatment in patients with COPD reduces mortality and cardiac and respiratory morbidity. METHODS AND ANALYSES This is a double-blind, randomised controlled trial to be conducted in approximately 26 sites in Australia, New Zealand, India, Sri Lanka and other countries as required. Participants with COPD will be randomised to either bisoprolol once daily (range 1.25-5 mg, dependent on tolerated dose) or matched placebo, in addition to receiving usual care for their COPD over the study duration of 24 months.The study will enrol 1164 participants with moderate to severe COPD, aged 40-85 years. Participants will be symptomatic from their COPD and have a postbronchodilator forced expiratory volume in 1 s (FEV1) ≥30% and ≤70% predicted and a history of at least one exacerbation requiring systemic corticosteroids, antibiotics or both in the prior 24 months. ETHICS AND DISSEMINATION The study protocol has been approved by the Sydney Local Health District Human Research Ethics Committee at The Concord Repatriation General Hospital. TRIAL REGISTRATION NUMBERS NCT03917914; CTRI/2020/08/027322.
Collapse
Affiliation(s)
- Allison Martin
- The George Institute for Global Health, Newtown, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
| | | | | | - Richard Beasley
- Medical Research Institute of New Zealand, Wellington, New Zealand
| | - Jeremy Wrobel
- Fiona Stanley Hospital, Murdoch, Western Australia, Australia
- The University of Notre Dame Australia, Fremantle, Western Australia, Australia
| | - Vanessa McDonald
- University of Newcastle, Callaghan, New South Wales, Australia
- John Hunter Hospital, New Lambton Heights, New South Wales, Australia
| | - Claudia C Dobler
- The George Institute for Global Health, Newtown, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
- Liverpool Hospital, Liverpool, New South Wales, Australia
| | - Ian A Yang
- The Prince Charles Hospital, Chermside, Queensland, Australia
- The University of Queensland, Saint Lucia, Queensland, Australia
| | - Claude S Farah
- Concord Repatriation General Hospital, Concord, New South Wales, Australia
| | - Belinda Cochrane
- Campbelltown Hospital, Campbelltown, New South Wales, Australia
- Western Sydney University, Penrith, NSW, Australia
| | - Graham S Hillis
- Royal Perth Hospital, Perth, Western Australia, Australia
- The University of Western Australia, Perth, Western Australia, Australia
| | | | - Ashutosh Aggarwal
- Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Gian Luca Di Tanna
- The George Institute for Global Health, Newtown, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
| | - Grace Balicki
- The George Institute for Global Health, Newtown, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
| | - Shane Galgey
- The George Institute for Global Health, Newtown, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
| | - Christine Jenkins
- The George Institute for Global Health, Newtown, New South Wales, Australia
- University of New South Wales, Sydney, New South Wales, Australia
| |
Collapse
|
7
|
Song M, Lei M, Luo C, Shi Z, Cheng X, Ding W, Cao W, Zhang J, Ge J, Wang M, Xia P, Mao F, Wang L, Zhang Q. Development of a Nomogram for Moderate-to-Severe Bronchopulmonary Dysplasia or Death: Role of N-Terminal Pro-brain Natriuretic Peptide as a Biomarker. Front Pediatr 2021; 9:727362. [PMID: 34497786 PMCID: PMC8419419 DOI: 10.3389/fped.2021.727362] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 08/02/2021] [Indexed: 11/13/2022] Open
Abstract
Objectives: This study aimed to explore the clinical value of N-terminal pro-brain natriuretic peptide (NT-proBNP) in predicting moderate-to-severe bronchopulmonary dysplasia (BPD)/death, and to establish an effective clinical predictive nomogram. Methods: We retrospectively analyzed very low birth weight infants (VLBWs) with gestational age ≤ 32 weeks. The NT-proBNP values were determined on the 1st, 3rd, 7th, 14th, 21st, and 28th days after birth. The correlation between NT-proBNP level and moderate-to-severe BPD/death was evaluated. Receiver operating characteristic (ROC) curve analysis was used to evaluate the prediction ability. Then, we used multivariable logistic regression to build the prediction model and nomogram, and calibration of the model was assessed by calibration curve. Results: In total, 556 VLBWs were involved, among whom 229 developed BPD (mild: n = 109; moderate: n = 68; severe: n = 52) and 18 died. The NT-proBNP level in the moderate-to-severe BPD/death group was significantly higher than that in the no-to-mild BPD group from the 3rd to 28th day (P < 0.001). When the natural logarithm of the serum NT-ProBNP level increased by 1 unit at day 7 (±2 days) of life, the risk of moderate and severe BPD/death was the highest (OR = 3.753; 95% CI: 2.984~4.720), and ROC analysis identified an optimal cutoff point of 3360 ng/L (sensitivity: 80.0%; specificity: 86.2%; AUC: 0.861). After adjusting for confounding factors, the level of NT-proBNP at day 7 (±2 days) of life still had important predictive value for the development of moderate-to-severe BPD/death, significantly improving the predictive ability of the model. Conclusion: The level of NT-proBNP at day 7 (±2 days) of life can be used as an early promising biomarker for VLBWs to develop moderate-to-severe BPD/death. We constructed an early predictive nomogram to help clinicians identify high-risk populations.
Collapse
Affiliation(s)
- Min Song
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Mengyuan Lei
- Health Care Department, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Chenghan Luo
- Orthopeadics 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
| | - Xinru Cheng
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Wenqian Ding
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Wenjun Cao
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jingdi Zhang
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jian Ge
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Mengmeng Wang
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Peige Xia
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Fengxia Mao
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Li Wang
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Qian Zhang
- Neonatal Intensive Care Unit, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| |
Collapse
|