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Sun L, Zhao X, Guo Y, Hou X, Li J, Ren X, Dong L, Liang R, Nie J, Shi Y, Qin X. Predictive Value of Smoking Index Combined with NT-proBNP for Patients with Pulmonary Hypertension Due to Chronic Lung Disease: A Retrospective Study. Int J Chron Obstruct Pulmon Dis 2024; 19:1233-1245. [PMID: 38854590 PMCID: PMC11162191 DOI: 10.2147/copd.s448496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 05/07/2024] [Indexed: 06/11/2024] Open
Abstract
Purpose Smoking is a major risk factor for the group 3 PH. NT-proBNP is a biomarker for risk stratification in PH. This study aims to investigate the effects of smoking status and smoking index (SI) on group 3 PH and to evaluate the value of SI and SI combined with NT-proBNP in early diagnosis and prediction of disease severity. Patients and Methods Four hundred patients with group 3 PH at the First Hospital of Shanxi Medical University between January 2020 and December 2021 were enrolled and divided into two groups: mild (30 mmHg ≤ pulmonary artery systolic pressure (PASP)≤50 mmHg) and non-mild (PASP >50 mmHg). The effect of smoking on group 3 PH was analyzed using univariate analysis, and logistic analysis was conducted to evaluate the risk of group 3 PH according to smoking status and SI. Spearman correlation coefficient was used to test the correlation between SI and the index of group 3 PH severity. The predictive value of SI was evaluated using a receiver operating characteristic (ROC) curve. Results Correlation and logistic analyses showed that SI was associated with PH severity. Smoking status (P=0.009) and SI (P=0.039) were independent risk factors for non-mild group 3 PH, and ROC showed that the predictive value of SI (AUC:0.596) for non-mild PH was better than that of the recognized pro-brain natriuretic peptide (NT-proBNP) (AUC:0.586). SI can be used as a single predictive marker. SI and NT-proBNP can be formulated as prediction models for screening non-mild clinical cases (AUC:0.628). Conclusion SI is a potentially ideal non-invasive predictive marker for group 3 PH. SI and NT-proBNP could be used to develop a prediction model for screening non-mild PH cases. This can greatly improve the predictive specificity of the established PH marker, NT-proBNP.
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Affiliation(s)
- Lin Sun
- School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
- Department of Pulmonary and Critical Care Medicine, The First Hospital of Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
| | - Xu Zhao
- School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
| | - Yunting Guo
- School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
| | - Xiaomin Hou
- Department of Pharmacology, Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
- China Key Laboratory of Cellular Physiology, Shanxi Medical University, Taiyuan, Shanxi, China
- Environmental Exposures Vascular Disease Institute, Taiyuan, Shanxi, People’s Republic of China
| | - Jieru Li
- Department of Foreign Languages, Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
| | - Xiaoxia Ren
- Department of Pulmonary and Critical Care Medicine, China-Japan Friendship Hospital, Beijing, People’s Republic of China
| | - Lin Dong
- School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
| | - Ruifeng Liang
- School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
| | - Jisheng Nie
- School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
| | - Yiwei Shi
- Department of Pulmonary and Critical Care Medicine, The First Hospital of Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
| | - Xiaojiang Qin
- School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
- Department of Pulmonary and Critical Care Medicine, The First Hospital of Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
- China Key Laboratory of Cellular Physiology, Shanxi Medical University, Taiyuan, Shanxi, China
- Environmental Exposures Vascular Disease Institute, Taiyuan, Shanxi, People’s Republic of China
- Key Laboratory of Coal Environmental Pathogenicity and Prevention, Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
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Allwood BW, Manie S, Stolbrink M, Hunter L, Matthee S, Meintjes G, Amosun SL, Pecoraro A, Walzl G, Irusen E. Pulmonary hypertension in adults completing tuberculosis treatment. Afr J Thorac Crit Care Med 2023; 29:10.7196/AJTCCM.2023.v29i3.676. [PMID: 37970573 PMCID: PMC10642409 DOI: 10.7196/ajtccm.2023.v29i3.676] [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: 01/13/2023] [Accepted: 07/23/2023] [Indexed: 11/17/2023] Open
Abstract
Background Pulmonary hypertension (PH) after tuberculosis (TB) is typically not included among the chronic lung diseases causing PH (group 3 PH), with few data available to support the inclusion. Objectives To determine the prevalence of PH in an adult population completing TB treatment. Methods This single-centre, cross-sectional study only included patients with their first documented episode of TB, and who were in the second half of treatment or had recently completed treatment. PH was assessed using transthoracic echocardiography. Questionnaires were completed, and spirometry and a 6-minute walk test were performed. Results One hundred patients were enrolled, with a mean age of 37.1 years, of whom 58% were male and 46% HIV positive. The median time since initiation of TB treatment was 22 weeks. The mean (standard deviation) measured right ventricular systolic pressure (RVSP) was 23.6 (6.24) mmHg. One participant had PH (defined as RVSP ≥40 mmHg; 95% confidence interval (CI) 0.0 - 3.0) and a further 3 had possible PH (RVSP ≥35 and <40 mmHg), with a combined PH prevalence of 4% (95% CI 0.2 - 7.8). Airflow obstruction on spirometry was found in 13.3% of 98 patients, while 25.5% had a reduced forced vital capacity. There was no association between RVSP or PH/possible PH and sex, age, HIV status, systemic hypertension, spirometry measurements or 6-minute walking distance. Smoking status was associated with RVSP, but not with the presence of PH/possible PH. Conclusion There was a significant prevalence of PH in this preliminary study of predominantly young patients completing treatment for a first episode of TB. Larger and more detailed studies are warranted. Study synopsis What the study adds. Of 100 adult patients with their first episode of tuberculosis (TB) who underwent echocardiograms near the end of treatment completion to determine the prevalence of pulmonary hypertension (PH), 1 (1%) had PH and a further 3 (3%) had possible PH. There was no association between sex, age, HIV status, lung function or 6-minute walking distance and the presence of PH. The study adds to the growing awareness of the association of TB with pulmonary vascular disease. It shows that even in a young population with a first episode of TB treated in an ambulatory setting, there is a significant prevalence of PH on treatment completion.Implications of the findings. Given that 10.6 million people acquire TB annually, the absolute global burden of cases with PH is likely to be high, but is underappreciated to date. Further work is urgently needed in this field.
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Affiliation(s)
- B W Allwood
- Division of Pulmonology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town,
South Africa
| | - S Manie
- Department of Health and Rehabilitation Sciences, Faculty of Health Sciences, University of Cape Town, South Africa
| | - M Stolbrink
- Division of Pulmonology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town,
South Africa
- Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - L Hunter
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town,
South Africa
| | - S Matthee
- Site B Khayelitsha Community Health Centre, Western Cape Department of Health, Cape Town, South Africa
| | - G Meintjes
- Department of Medicine, Faculty of Health Sciences, University of Cape Town, South Africa; Wellcome Centre for Infectious Diseases Research in Africa,
Institute of Infectious Disease and Molecular Medicine, University of Cape Town, South Africa
| | - S L Amosun
- Department of Health and Rehabilitation Sciences, Faculty of Health Sciences, University of Cape Town, South Africa
| | - A Pecoraro
- Division of Cardiology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town,
South Africa
| | - G Walzl
- DST-NRF Centre of Excellence for Biomedical Tuberculosis Research and South African Medical Research Council Centre for Tuberculosis Research, Division
of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town,
South Africa
| | - E Irusen
- Division of Pulmonology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University and Tygerberg Hospital, Cape Town,
South Africa
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Madapoosi SS, Cruickshank-Quinn C, Opron K, Erb-Downward JR, Begley LA, Li G, Barjaktarevic I, Barr RG, Comellas AP, Couper DJ, Cooper CB, Freeman CM, Han MK, Kaner RJ, Labaki W, Martinez FJ, Ortega VE, Peters SP, Paine R, Woodruff P, Curtis JL, Huffnagle GB, Stringer KA, Bowler RP, Esther CR, Reisdorph N, Huang YJ. Lung Microbiota and Metabolites Collectively Associate with Clinical Outcomes in Milder Stage Chronic Obstructive Pulmonary Disease. Am J Respir Crit Care Med 2022; 206:427-439. [PMID: 35536732 PMCID: PMC11418810 DOI: 10.1164/rccm.202110-2241oc] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 05/10/2022] [Indexed: 11/16/2022] Open
Abstract
Rationale: Chronic obstructive pulmonary disease (COPD) is variable in its development. Lung microbiota and metabolites collectively may impact COPD pathophysiology, but relationships to clinical outcomes in milder disease are unclear. Objectives: Identify components of the lung microbiome and metabolome collectively associated with clinical markers in milder stage COPD. Methods: We analyzed paired microbiome and metabolomic data previously characterized from bronchoalveolar lavage fluid in 137 participants in the SPIROMICS (Subpopulations and Intermediate Outcome Measures in COPD Study), or (GOLD [Global Initiative for Chronic Obstructive Lung Disease Stage 0-2). Datasets used included 1) bacterial 16S rRNA gene sequencing; 2) untargeted metabolomics of the hydrophobic fraction, largely comprising lipids; and 3) targeted metabolomics for a panel of hydrophilic compounds previously implicated in mucoinflammation. We applied an integrative approach to select features and model 14 individual clinical variables representative of known associations with COPD trajectory (lung function, symptoms, and exacerbations). Measurements and Main Results: The majority of clinical measures associated with the lung microbiome and metabolome collectively in overall models (classification accuracies, >50%, P < 0.05 vs. chance). Lower lung function, COPD diagnosis, and greater symptoms associated positively with Streptococcus, Neisseria, and Veillonella, together with compounds from several classes (glycosphingolipids, glycerophospholipids, polyamines and xanthine, an adenosine metabolite). In contrast, several Prevotella members, together with adenosine, 5'-methylthioadenosine, sialic acid, tyrosine, and glutathione, associated with better lung function, absence of COPD, or less symptoms. Significant correlations were observed between specific metabolites and bacteria (Padj < 0.05). Conclusions: Components of the lung microbiome and metabolome in combination relate to outcome measures in milder COPD, highlighting their potential collaborative roles in disease pathogenesis.
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Affiliation(s)
| | | | - Kristopher Opron
- Division of Pulmonary and Critical Care Medicine, Department of Medicine
| | | | - Lesa A. Begley
- Division of Pulmonary and Critical Care Medicine, Department of Medicine
| | - Gen Li
- Department of Biostatistics, School of Public Health
| | | | - R. Graham Barr
- Department of Medicine and
- Department of Epidemiology, Columbia University Medical Center, New York, New York
| | | | | | | | | | - MeiLan K. Han
- Division of Pulmonary and Critical Care Medicine, Department of Medicine
| | | | - Wassim Labaki
- Division of Pulmonary and Critical Care Medicine, Department of Medicine
| | | | - Victor E. Ortega
- Wake Forest School of Medicine, Wake Forest University, Winston-Salem, North Carolina
| | - Stephen P. Peters
- Wake Forest School of Medicine, Wake Forest University, Winston-Salem, North Carolina
| | | | - Prescott Woodruff
- University of California at San Francisco, San Francisco, California
| | - Jeffrey L. Curtis
- Division of Pulmonary and Critical Care Medicine, Department of Medicine
- Medical Service, VA Ann Arbor Healthcare System, Ann Arbor, Michigan
| | - Gary B. Huffnagle
- Division of Pulmonary and Critical Care Medicine, Department of Medicine
- Department of Molecular, Cellular and Developmental Biology
| | | | - Russell P. Bowler
- School of Medicine, University of Colorado, Aurora, Colorado; and
- Department of Medicine, National Jewish Health, Denver, Colorado
| | - Charles R. Esther
- Division of Pediatric Pulmonology, and
- Marsico Lung Institute, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Nichole Reisdorph
- Department of Pharmaceutical Sciences, University of Colorado, Anschutz Campus, Aurora, Colorado
| | - Yvonne J. Huang
- Division of Pulmonary and Critical Care Medicine, Department of Medicine
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, Michigan
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