1
|
Chen D, Su Z, Zhang Y, Bai Y, Hu G, Zhou Y, Liang Z. Accelerated biological age mediates the associations between sleep patterns and chronic respiratory diseases: Findings from the UK Biobank Cohort. Heart Lung 2025; 69:192-201. [PMID: 39488025 DOI: 10.1016/j.hrtlng.2024.10.012] [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: 07/03/2024] [Revised: 10/20/2024] [Accepted: 10/21/2024] [Indexed: 11/04/2024]
Abstract
BACKGROUND Unhealthy sleep patterns and accelerated biological age are frequently associated with multiple chronic respiratory diseases (CRDs), including COPD, asthma, and interstitial lung disease (ILD). However, few studies have explored the role of biological age in the relationship between sleep patterns and CRDs. OBJECTIVES To explore the association between sleep patterns and CRD, and the extent to which biological age mediates the relationship between sleep patterns and CRD. METHODS This was a prospective cohort study based on UK Biobank. The sleep score was derived from five self-reported sleep traits: sleep duration, daytime sleepiness, chronotype, snoring, and insomnia. The score ranged from 0 (least healthy) to 5 (healthiest). Biological age was represented by PhenoAgeAccel. RESULTS Among 303,588 participants, 11,105 (3.7 %), 9,380 (3.1 %), and 1,667 (0.5 %) were diagnosed with asthma, COPD, and ILD, respectively. Each 1-point increase in the sleep score was associated with a 0.156-year reduction in PhenoAgeAccel, and 14.3 %, 12.4 %, and 6.7 % reduction in asthma, COPD, and ILD, respectively. For each 1-year increase in PhenoAgeAccel, the risk of asthma, COPD, and ILD increased by 2.8 %, 4.3 %, and 5.7 %, respectively. PhenoAgeAccel mediated the associations between the sleep score and asthma, COPD, and ILD, with a mediated proportion (95 % CI) of 2.81 % (2.35 % to 3.27 %), 4.94 % (4.23 % to 5.66 %), and 12.48 % (10.43 % to 14.53 %), respectively. CONCLUSION A better sleep score was significantly associated with younger biological age and decreased risk of CRDs, with biological age playing a mediating role in the association between sleep score and CRDs.
Collapse
Affiliation(s)
- Dongze Chen
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Genetics, Peking University Cancer Hospital & Institute, Beijing, 100142, China.
| | - Zekang Su
- School of Public Health, Chengdu Medical College, Chengdu, Sichuan, 610500, China
| | - Yali Zhang
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing, 100191, China
| | - Yi Bai
- Peking University Third Hospital, Peking University, Beijing, 100191, China
| | - Guiping Hu
- School of Engineering Medicine and Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beihang University, Beijing, 100191, China
| | - Yi Zhou
- Shenzhen Health Development Research and Data Management Center, Shenzhen, China
| | - Zhisheng Liang
- Department of Global Health, School of Public Health, Peking University, Beijing, 100191, China
| |
Collapse
|
2
|
Wang T, Duan W, Jia X, Huang X, Liu Y, Meng F, Ni C. Associations of combined phenotypic ageing and genetic risk with incidence of chronic respiratory diseases in the UK Biobank: a prospective cohort study. Eur Respir J 2024; 63:2301720. [PMID: 38061785 PMCID: PMC10882326 DOI: 10.1183/13993003.01720-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 11/29/2023] [Indexed: 02/24/2024]
Abstract
BACKGROUND Accelerated biological ageing has been associated with an increased risk of several chronic respiratory diseases. However, the associations between phenotypic age, a new biological age indicator based on clinical chemistry biomarkers, and common chronic respiratory diseases have not been evaluated. METHODS We analysed data from 308 592 participants at baseline in the UK Biobank. The phenotypic age was calculated from chronological age and nine clinical chemistry biomarkers, including albumin, alkaline phosphatase, creatinine, glucose, C-reactive protein, lymphocyte percent, mean cell volume, red cell distribution width and white blood cell count. Furthermore, phenotypic age acceleration (PhenoAgeAccel) was calculated by regressing phenotypic age on chronological age. The associations of PhenoAgeAccel with incident common chronic respiratory diseases and cross-sectional lung function were investigated. Moreover, we constructed polygenic risk scores and evaluated whether PhenoAgeAccel modified the effect of genetic susceptibility on chronic respiratory diseases and lung function. RESULTS The results showed significant associations of PhenoAgeAccel with increased risk of idiopathic pulmonary fibrosis (IPF) (hazard ratio (HR) 1.52, 95% CI 1.45-1.59), COPD (HR 1.54, 95% CI 1.51-1.57) and asthma (HR 1.18, 95% CI 1.15-1.20) per 5-year increase and decreased lung function. There was an additive interaction between PhenoAgeAccel and the genetic risk for IPF and COPD. Participants with high genetic risk and who were biologically older had the highest risk of incident IPF (HR 5.24, 95% CI 3.91-7.02), COPD (HR 2.99, 95% CI 2.66-3.36) and asthma (HR 2.07, 95% CI 1.86-2.31). Mediation analysis indicated that PhenoAgeAccel could mediate 10∼20% of the associations between smoking and chronic respiratory diseases, while ∼10% of the associations between particulate matter with aerodynamic diameter <2.5 µm and the disorders were mediated by PhenoAgeAccel. CONCLUSION PhenoAgeAccel was significantly associated with incident risk of common chronic respiratory diseases and decreased lung function and could serve as a novel clinical biomarker.
Collapse
Affiliation(s)
- Ting Wang
- Department of Pathology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
- Department of Occupational Medical and Environmental Health, Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
- Department of Public Health, Kangda College of Nanjing Medical University, Lianyungang, China
| | - Weiwei Duan
- Department of Bioinformatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, China
- Joint first authors
- Joint first authors
| | - Xinying Jia
- Department of Occupational Medical and Environmental Health, Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Xinmei Huang
- Department of Respiratory Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Yi Liu
- Department of Occupational Medical and Environmental Health, Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
- Contributed equally to this article as lead authors and supervised the work
| | - Fanqing Meng
- Department of Pathology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
- Contributed equally to this article as lead authors and supervised the work
| | - Chunhui Ni
- Department of Occupational Medical and Environmental Health, Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China
- Department of Public Health, Kangda College of Nanjing Medical University, Lianyungang, China
- Contributed equally to this article as lead authors and supervised the work
| |
Collapse
|
3
|
A Novel Association between YKL-40, a Marker of Structural Lung Disease, and Short Telomere Length in 10-Year-Old Children with Bronchopulmonary Dysplasia. CHILDREN-BASEL 2021; 8:children8020080. [PMID: 33498968 PMCID: PMC7912154 DOI: 10.3390/children8020080] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Revised: 01/20/2021] [Accepted: 01/21/2021] [Indexed: 02/06/2023]
Abstract
Extremely preterm infants are born with immature lungs and are exposed to an inflammatory environment as a result of oxidative stress. This may lead to airway remodeling, cellular aging and the development of bronchopulmonary dysplasia (BPD). Reliable markers that predict the long-term consequences of BPD in infancy are still lacking. We analyzed two biomarkers of cellular aging and lung function, telomere length and YKL-40, respectively, at 10 years of age in children born preterm with a history of BPD (n = 29). For comparison, these markers were also evaluated in sex-and-age-matched children born at term with childhood asthma (n = 28). Relative telomere length (RTL) was measured in whole blood with qPCR and serum YKL-40 with ELISA, and both were studied in relation to gas exchange and the regional ventilation/perfusion ratio using three-dimensional V/Q-scintigraphy (single photon emission computer tomography, SPECT) in children with BPD. Higher levels of YKL-40 were associated with shorter leukocyte RTL (Pearson's correlation: -0.55, p = 0.002), but were not associated with a lower degree of matching between ventilation and perfusion within the lung. Serum YKL-40 levels were significantly higher in children with BPD compared to children with asthma (17.7 vs. 13.2 ng/mL, p < 0.01). High levels of YKL-40 and short RTLs were associated to the need for ventilatory support more than 1 month in the neonatal period (p < 0.01). The link between enhanced telomere shortening in childhood and structural remodeling of the lung, as observed in children with former BPD but not in children with asthma at the age of 10 years, suggests altered lung development related to prematurity and early life inflammatory exposure. In conclusion, relative telomere length and YKL-40 may serve as biomarkers of altered lung development as a result of early-life inflammation in children with a history of prematurity.
Collapse
|
4
|
Havet A, Li Z, Zerimech F, Sanchez M, Siroux V, Le Moual N, Brunekreef B, Künzli N, Jacquemin B, Varraso R, Matran R, Nadif R. Does the oxidative stress play a role in the associations between outdoor air pollution and persistent asthma in adults? Findings from the EGEA study. Environ Health 2019; 18:90. [PMID: 31665023 PMCID: PMC6819357 DOI: 10.1186/s12940-019-0532-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Accepted: 10/01/2019] [Indexed: 05/09/2023]
Abstract
BACKGROUND Evidences that oxidative stress plays a role in the associations between outdoor air pollution and asthma are growing. We aimed to study the role of plasma fluorescent oxidation products levels (FlOPs; an oxidative stress-related biomarker), as potential mediators, in the associations between outdoor air pollution and persistent asthma. METHODS Analyses were conducted in 204 adult asthmatics followed up in the French case-control and family study on asthma (EGEA; the Epidemiological study of the Genetic and Environmental factors of Asthma). Persistent asthma was defined as having current asthma at EGEA2 (baseline, 2003-2007) and EGEA3 (follow-up, 2011-2013). Exposures to nitrogen dioxide, nitrogen oxides, road traffic, particulate matter with a diameter ≤ 10 μm (PM10) and ≤ 2.5 μm were estimated by ESCAPE models (2009-2010), and ozone (O3) by IFEN models (2004). We used a mediation analysis to assess the mediated effect by FlOPs levels and the interaction between FlOPs levels and air pollution. RESULTS FlOPs levels increased with PM10 and O3 (adjusted β = 0.04 (95%CI 0.001-0.08), aβ = 0.04 (95%CI 0.009-0.07) per 10 μg/m3, respectively), and the risk of persistent asthma increased with FlOPs levels (aOR = 1.81 (95%CI 1.08-3.02)). The risk of persistent asthma decreased with exposures to NO2, NOx and PM2.5 (aOR ranging from 0.62 to 0.94), and increased with exposures to PM10, O3, O3-summer and road traffic, the greater effect being observed for O3 (aOR = 1.78, 95% CI 0.73-4.37, per 10 μg/m3). Using mediation analysis, we observed a positive total effect (aOR = 2.16, 95%CI 0.70-11.9), a positive direct effect of O3 on persistent asthma (OR = 1.68, 95%CI 0.57-7.25), and a positive indirect effect mediated by FIOPs levels (aOR = 1.28 (95%CI 1.01-2.29)) accounting for 41% of the total effect. CONCLUSIONS Our results add insights on the role of oxidative stress in the association between air pollution and persistent asthma.
Collapse
Affiliation(s)
- Anaïs Havet
- INSERM U1168, VIMA: Aging and chronic diseases. Epidemiological and public health approaches, Villejuif, France
- Univ Versailles St-Quentin-en-Yvelines, UMRS 1168, Montigny-le-Bretonneux, France
| | - Zhen Li
- Key Laboratory of Obstetric & Gynecologic and Pediatric Diseases and Birth Defects, Ministry of Education, West China Second University Hospital, Sichuan University, Chengdu, China
| | - Farid Zerimech
- CHU de Lille, Laboratoire de Biochimie et Biologie Moléculaire, Pôle de Biologie Pathologie Génétique, Lille, France
| | - Margaux Sanchez
- ISGlobal, Centre for Research in Environmental Epidemiology, Universitat Pompeu Fabra, CIBER Epidemiología y Salud Pública, Barcelona, Spain
| | - Valérie Siroux
- Institute for Advanced Biosciences, Centre de recherche UGA-Inserm U1209 CNRS UMR 5309, équipe d’épidémiologie environnementale, Site Santé, Allée des Alpes, Grenoble, France
| | - Nicole Le Moual
- INSERM U1168, VIMA: Aging and chronic diseases. Epidemiological and public health approaches, Villejuif, France
- Univ Versailles St-Quentin-en-Yvelines, UMRS 1168, Montigny-le-Bretonneux, France
| | - Bert Brunekreef
- Institute for Risk Assessment Sciences, University Utrecht, Utrecht, the Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Nino Künzli
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Bénédicte Jacquemin
- INSERM U1168, VIMA: Aging and chronic diseases. Epidemiological and public health approaches, Villejuif, France
- Univ Versailles St-Quentin-en-Yvelines, UMRS 1168, Montigny-le-Bretonneux, France
| | - Raphaëlle Varraso
- INSERM U1168, VIMA: Aging and chronic diseases. Epidemiological and public health approaches, Villejuif, France
- Univ Versailles St-Quentin-en-Yvelines, UMRS 1168, Montigny-le-Bretonneux, France
| | | | - Rachel Nadif
- INSERM U1168, VIMA: Aging and chronic diseases. Epidemiological and public health approaches, Villejuif, France
- Univ Versailles St-Quentin-en-Yvelines, UMRS 1168, Montigny-le-Bretonneux, France
| |
Collapse
|
5
|
Lee EY, Oh SS, White MJ, Eng CS, Elhawary JR, Borrell LN, Nuckton TJ, Zeiger AM, Keys KL, Mak ACY, Hu D, Huntsman S, Contreras MG, Samedy LA, Goddard PC, Salazar SL, Brigino-Buenaventura EN, Davis A, Meade KE, LeNoir MA, Lurmann FW, Burchard EG, Eisen EA, Balmes JR. Ambient air pollution, asthma drug response, and telomere length in African American youth. J Allergy Clin Immunol 2019; 144:839-845.e10. [PMID: 31247265 PMCID: PMC6938647 DOI: 10.1016/j.jaci.2019.06.009] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Revised: 06/07/2019] [Accepted: 06/14/2019] [Indexed: 01/01/2023]
Abstract
BACKGROUND Telomere length (TL) can serve as a potential biomarker for conditions associated with chronic oxidative stress and inflammation, such as asthma. Air pollution can induce oxidative stress. Understanding the relationship between TL, asthma, and air pollution is important for identifying risk factors contributing to unhealthy aging in children. OBJECTIVES We sought to investigate associations between exposures to ambient air pollutants and TL in African American children and adolescents and to examine whether African ancestry, asthma status, and steroid medication use alter the association. METHODS Linear regression was used to examine associations between absolute telomere length (aTL) and estimated annual average residential ozone (O3) and fine particulate matter with a diameter of 2.5 μm or less (PM2.5) exposures in a cross-sectional analysis of 1072 children in an existing asthma case-control study. African ancestry, asthma status, and use of steroid medications were examined as effect modifiers. RESULTS Participants' aTLs were measured by using quantitative PCR. A 1-ppb and 1 μg/m3 increase in annual average exposure to O3 and PM2.5 were associated with a decrease in aTL of 37.1 kilo-base pair (kb; 95% CI, -66.7 to -7.4 kb) and 57.1 kb (95% CI, -118.1 to 3.9 kb), respectively. African ancestry and asthma were not effect modifiers; however, exposure to steroid medications modified the relationships between TL and pollutants. Past-year exposure to O3 and PM2.5 was associated with shorter TLs in patients without steroid use. CONCLUSION Exposure to air pollution was associated with shorter TLs in nonasthmatic children and adolescents. This was not the case for asthmatic children as a group, but those receiving steroid medication had less shortening than those not using steroids. Reduced exposure to air pollution in childhood might help to preserve TL.
Collapse
Affiliation(s)
- Eunice Y Lee
- Department of Bioengineering & Therapeutic Sciences, University of California, San Francisco, Calif; Department of Medicine, University of California, San Francisco, Calif.
| | - Sam S Oh
- Department of Medicine, University of California, San Francisco, Calif
| | - Marquitta J White
- Department of Medicine, University of California, San Francisco, Calif
| | - Celeste S Eng
- Department of Medicine, University of California, San Francisco, Calif
| | | | - Luisa N Borrell
- Graduate School of Public Health & Health Policy, City University of New York, New York, NY
| | - Thomas J Nuckton
- Department of Medicine, University of California, San Francisco, Calif
| | - Andrew M Zeiger
- Department of Medicine, University of California, San Francisco, Calif
| | - Kevin L Keys
- Department of Medicine, University of California, San Francisco, Calif
| | - Angel C Y Mak
- Department of Medicine, University of California, San Francisco, Calif
| | - Donglei Hu
- Department of Medicine, University of California, San Francisco, Calif
| | - Scott Huntsman
- Department of Medicine, University of California, San Francisco, Calif
| | - Maria G Contreras
- Department of Medicine, University of California, San Francisco, Calif; San Francisco State University, San Francisco, Calif
| | - Lesly-Anne Samedy
- Department of Bioengineering & Therapeutic Sciences, University of California, San Francisco, Calif
| | - Pagé C Goddard
- Department of Medicine, University of California, San Francisco, Calif
| | - Sandra L Salazar
- Department of Medicine, University of California, San Francisco, Calif
| | | | - Adam Davis
- Children's Hospital and Research Center, Oakland, Calif
| | | | | | | | - Esteban G Burchard
- Department of Bioengineering & Therapeutic Sciences, University of California, San Francisco, Calif; Department of Medicine, University of California, San Francisco, Calif.
| | - Ellen A Eisen
- Environmental Health Sciences Division, School of Public Health, University of California, Berkeley, Calif.
| | - John R Balmes
- Department of Medicine, University of California, San Francisco, Calif; Environmental Health Sciences Division, School of Public Health, University of California, Berkeley, Calif.
| |
Collapse
|
6
|
Zein JG, Denson JL, Wechsler ME. Asthma over the Adult Life Course: Gender and Hormonal Influences. Clin Chest Med 2018; 40:149-161. [PMID: 30691709 DOI: 10.1016/j.ccm.2018.10.009] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Asthma is a common disorder that affects genders differently across the life span. Earlier in life, it is more common in boys. At puberty, asthma becomes more common and often more severe in girls and women. The effect of sex hormones on asthma incidence and its severity is difficult to differentiate from other asthma severity risk factors, such as racial background, socioeconomic factors, obesity, atopy, environmental exposure, and, in particular, lung aging. Recognizing gender-associated and age-associated differences is important to understanding the pathobiology of asthma and to providing effective education and personalized care for patients with asthma across the life course.
Collapse
Affiliation(s)
- Joe G Zein
- Respiratory Institute, Cleveland Clinic, 9500 Euclid Avenue, Cleveland, OH 44106, USA
| | - Joshua L Denson
- National Jewish Health, 1400 Jackson Street, Denver, CO 80206, USA
| | | |
Collapse
|
7
|
Córdoba-Lanús E, Cabrera-López C, Cazorla-Rivero S, Rodríguez-Pérez MC, Aguirre-Jaime A, Celli B, Casanova C. Shorter telomeres in non-smoking patients with airflow limitation. Respir Med 2018; 138:123-128. [PMID: 29724383 DOI: 10.1016/j.rmed.2018.04.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Revised: 03/19/2018] [Accepted: 04/01/2018] [Indexed: 01/28/2023]
Abstract
BACKGROUND Cross-sectional and longitudinal studies describe shorter telomeres in patients with chronic obstructive pulmonary disease (COPD) compared to matched non-COPD controls, but the relationship is confounded by tobacco consumption. We hypothesized that telomere shortening would be similar between non-smoking and smoking individuals with airflow limitation and shorter than non-obstructed controls. METHODS Telomere length (T/S) was measured by qPCR in blood leukocytes of 80 non-smoking patients and 80 age-matched smokers with airflow limitation. Forty non-smoker healthy individuals served as controls. Anthropometrics, lung function, previous and current comorbidities were recorded in all individuals. Relationship between telomere length and clinical and functional variables were explored in the three groups. RESULTS Telomeres length was similar in non-smokers and smoker individuals with airflow limitation (T/S = 0.61 ± 0.19 vs. 0.60 ± 0.23, p > 0.05) respectively. Telomere length was significantly shorter in both groups compared to healthy controls (T/S 0.79 ± 0.40; p = 0.01) independent from age and sex. No significant association was found between the telomere length and clinical or lung function parameters. CONCLUSIONS Telomere shortening is associated with airflow limitation independent of smoking status. Weather premature ageing or biologically determined shorter telomeres are responsible for this finding remain to be determined.
Collapse
Affiliation(s)
- Elizabeth Córdoba-Lanús
- Research Unit, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain; Universidad de La Laguna, Santa Cruz de Tenerife, Spain.
| | - Carlos Cabrera-López
- Pulmonary Division, Hospital Universitario de Gran Canaria Doctor Negrín, Gran Canaria, Spain
| | - Sara Cazorla-Rivero
- Research Unit, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain; Universidad de La Laguna, Santa Cruz de Tenerife, Spain
| | - M Cristo Rodríguez-Pérez
- Research Unit, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain
| | - Armando Aguirre-Jaime
- Research Unit, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain
| | - Bartolomé Celli
- Pulmonary and Critical Care Department, Brigham and Women's Hospital, Boston, MA, USA
| | - Ciro Casanova
- Research Unit, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain; Pulmonary Division, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain; Universidad de La Laguna, Santa Cruz de Tenerife, Spain
| |
Collapse
|