1
|
McCurry KL, Toda-Thorne K, Taxali A, Angstadt M, Hardi FA, Heitzeg MM, Sripada C. Data-driven, generalizable prediction of adolescent sleep disturbances in the multisite Adolescent Brain Cognitive Development Study. Sleep 2024; 47:zsae048. [PMID: 38366843 PMCID: PMC11168765 DOI: 10.1093/sleep/zsae048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 01/21/2024] [Indexed: 02/18/2024] Open
Abstract
STUDY OBJECTIVES Sleep disturbances are common in adolescence and associated with a host of negative outcomes. Here, we assess associations between multifaceted sleep disturbances and a broad set of psychological, cognitive, and demographic variables using a data-driven approach, canonical correlation analysis (CCA). METHODS Baseline data from 9093 participants from the Adolescent Brain Cognitive Development (ABCD) Study were examined using CCA, a multivariate statistical approach that identifies many-to-many associations between two sets of variables by finding combinations for each set of variables that maximize their correlation. We combined CCA with leave-one-site-out cross-validation across ABCD sites to examine the robustness of results and generalizability to new participants. The statistical significance of canonical correlations was determined by non-parametric permutation tests that accounted for twin, family, and site structure. To assess the stability of the associations identified at baseline, CCA was repeated using 2-year follow-up data from 4247 ABCD Study participants. RESULTS Two significant sets of associations were identified: (1) difficulty initiating and maintaining sleep and excessive daytime somnolence were strongly linked to nearly all domains of psychopathology (r2 = 0.36, p < .0001); (2) sleep breathing disorders were linked to BMI and African American/black race (r2 = 0.08, p < .0001). These associations generalized to unseen participants at all 22 ABCD sites and were replicated using 2-year follow-up data. CONCLUSIONS These findings underscore interwoven links between sleep disturbances in early adolescence and psychological, social, and demographic factors.
Collapse
Affiliation(s)
| | | | - Aman Taxali
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Mike Angstadt
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Felicia A Hardi
- Department of Psychology, University of Michigan, Ann Arbor, MI, USA
| | - Mary M Heitzeg
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Chandra Sripada
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| |
Collapse
|
2
|
Diéguez-Pérez M, Burgueño-Torres L, Reichard-Monefeldt G, Tapia-Sierra FE, Ticona-Flores JM. Prevalence and Characteristics of Sleep Disorders in Children Aged 7-17: Insights from Parental Observations at the Dental Office. CHILDREN (BASEL, SWITZERLAND) 2024; 11:609. [PMID: 38790604 PMCID: PMC11119357 DOI: 10.3390/children11050609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Revised: 05/13/2024] [Accepted: 05/17/2024] [Indexed: 05/26/2024]
Abstract
Sleep disorders (SD) in children is a topic of great relevance due to their impact on a child's general health. This has led us to study their prevalence and the factors that disturb them in the developing population. Using a validated Likert-type questionnaire, different behaviors observed by the parents during the different phases of their children's sleep were evaluated during the last 6 months. A total of 206 children between the ages of 7 and 17 who attended a dental office participated in the study. The prevalence of SD was 47.6%. There were no significant differences regarding the SD in relation to sex (p = 0.796). The mean total score for children aged 7 to 11 years old was 42.3 (±14.25) compared to 45.44 (±15.51) for the group consisting of children aged 12 to 17 years old, reporting a statistically significant difference among both age groups (p = 0.01). The most frequent disorder was related to initiating and maintaining sleep (64.9%) while the least prevalent were the respiratory sleep disorders (27.2%). Given the high prevalence of these disorders, it is necessary to intercept them during childhood and establish educational guidelines in this regard throughout primary care.
Collapse
Affiliation(s)
- Montserrat Diéguez-Pérez
- Department of Preclinical Dentistry, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, 28670 Madrid, Spain; (G.R.-M.); (J.M.T.-F.)
| | - Laura Burgueño-Torres
- Dental Clinical Specialties Department, Faculty of Dentistry, Complutense University of Madrid, 28040 Madrid, Spain; (L.B.-T.); (F.E.T.-S.)
| | - Guillermo Reichard-Monefeldt
- Department of Preclinical Dentistry, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, 28670 Madrid, Spain; (G.R.-M.); (J.M.T.-F.)
| | - Fanny Esther Tapia-Sierra
- Dental Clinical Specialties Department, Faculty of Dentistry, Complutense University of Madrid, 28040 Madrid, Spain; (L.B.-T.); (F.E.T.-S.)
| | - Jesús Miguel Ticona-Flores
- Department of Preclinical Dentistry, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, 28670 Madrid, Spain; (G.R.-M.); (J.M.T.-F.)
| |
Collapse
|
3
|
Priftis A, Cruickshank M, Smith SMS. Methods used to assess sleep in children who attend community-based mental health programmes: A systematic review. Int J Ment Health Nurs 2023; 32:1515-1524. [PMID: 37296514 DOI: 10.1111/inm.13182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 05/27/2023] [Indexed: 06/12/2023]
Abstract
Sleep quality and sleep duration are important for children's physical and mental health. Mental health diagnoses and sleep disturbances may be interlinked. We sought to identify the methods used to assess sleep in paediatric community-based mental health programmes. A systematic review was conducted using an a priori protocol to ascertain the sleep assessment methods used in paediatric community-based mental health programmes. Children for this review were defined as any person under the age of 19. Cochrane Library, CINAHL, Web of Science, ProQuest, APA PsycInfo, and PubMed databases were searched from January 2021 to March 2022. Of the 320 records screened, 314 records were excluded. Six studies were included for analysis. A variety of validated and non-validated sleep instruments were used to measure sleep quality and a range of sleep disturbances in community health programmes for children. There were a limited number of studies associated with sleep assessment in paediatric community-based settings suggesting this is an area of research that may be understudied. Sleep questionnaires were predominately completed by parents or guardians. Further research is required to establish the most effective method for screening sleep behaviour in paediatric community mental health programmes to understand the impact of sleep in the recovery of children and adolescents with mental health disorders.
Collapse
Affiliation(s)
- A Priftis
- School of Nursing and Midwifery, Western Sydney University, Sydney, New South Wales, Australia
| | - M Cruickshank
- University of Technology Sydney, Sydney, New South Wales, Australia
- Sydney Children's Hospital, Randwick, New South Wales, Australia
| | - S M S Smith
- School of Nursing and Midwifery, Western Sydney University, Sydney, New South Wales, Australia
- School of Clinical Medicine, University of Queensland, Brisbane, Queensland, Australia
| |
Collapse
|
4
|
Amaral S, Schuchard J, Claes D, Dart A, Greenbaum LA, Massengill SF, Atkinson MA, Flynn JT, Dharnidharka VR, Fathallah-Shaykh S, Yadin O, Modi ZJ, Al-Uzri A, Wilson AC, Dell KM, Patel HP, Bruno C, Warady B, Furth S, Forrest CB. Patient-Reported Outcomes Over 24 Months in Pediatric CKD: Findings From the MyKidneyHealth Cohort Study. Am J Kidney Dis 2023; 82:213-224.e1. [PMID: 36889426 PMCID: PMC10440290 DOI: 10.1053/j.ajkd.2022.12.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 12/24/2022] [Indexed: 03/08/2023]
Abstract
RATIONALE & OBJECTIVE The lived experience of children with chronic kidney disease (CKD) is poorly characterized. We examined the associations between patient-reported outcome (PRO) scores measuring their fatigue, sleep health, psychological distress, family relationships, and global health with clinical outcomes over time in children, adolescents, and younger adults with CKD and investigated how the PRO scores of this group compare with those of other children, adolescents, and younger adults. STUDY DESIGN Prospective cohort study. SETTING & PARTICIPANTS 212 children, adolescentss, and adults aged 8 to 21 years with CKD and their parents recruited from 16 nephrology programs across North America. PREDICTORS CKD stage, disease etiology, and sociodemographic and clinical variables. OUTCOME PRO scores over 2 years. ANALYTICAL APPROACH We compared PRO scores in the CKD sample with a nationally representative general pediatric population (ages 8 to 17 years). Change of PROs over time and association of sociodemographic and clinical variables with PROs were assessed using multivariable regression models. RESULTS For all time points, 84% of the parents and 77% of the children, adolescents, and younger adults completed PRO surveys . The baseline PRO scores for the participants with CKD revealed a higher burden of fatigue, sleep-related impairment, psychological distress, impaired global health, and poorer family relationships compared with the general pediatric population, with median score differences≥1 SD for fatigue and global health. The baseline PRO scores did not differ by CKD stage or glomerular versus nonglomerular etiology. Over 2 years, PROs were stable with a<1-point annual change on average on each measure and intraclass correlation coefficients ranging from 0.53 to 0.79, indicating high stability. Hospitalization and parent-reported sleep problems were associated with worse fatigue, psychological health, and global health scores (all P<0.04). LIMITATIONS We were unable to assess responsiveness to change with dialysis or transplant. CONCLUSIONS Children with CKD experience a high yet stable burden of impairment across numerous PRO measures, especially fatigue and global health, independent of disease severity. These findings underscore the importance of assessing PROs, including fatigue and sleep measures, in this vulnerable population. PLAIN-LANGUAGE SUMMARY Children with chronic kidney disease (CKD) have many treatment demands and experience many systemic effects. How CKD impacts the daily life of a child is poorly understood. We surveyed 212 children, adolescents, and younger adults with CKD and their parents over 24 months to assess the participants' well-being over time. Among children, adolescents, and younger adults with CKD we found a very high and persistent burden of psychological distress that did not differ by degree of CKD or type of kidney disease. The participants with CKD endorsed greater impairment in fatigue and global health compared with healthy children, adolescents, and younger adults, and parent-reported sleep problems were associated with poorer patient-reported outcome (PRO) scores across all domains. These findings emphasize the importance of including PRO measures, including fatigue and sleep measures, into routine clinical care to optimize the lived experience of children with CKD.
Collapse
Affiliation(s)
- Sandra Amaral
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
| | - Julia Schuchard
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Donna Claes
- Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio
| | - Allison Dart
- Department of Pediatrics and Child Health, The Children's Hospital Research Institute of Manitoba, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Larry A Greenbaum
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, Georgia; Children's Healthcare of Atlanta, Atlanta, Georgia
| | - Susan F Massengill
- Department of Pediatrics, Levine Children's Hospital at Atrium, Charlotte, North Carolina
| | - Meredith A Atkinson
- Department of Pediatrics, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Joseph T Flynn
- Department of Pediatrics, School of Medicine, University of Washington, Seattle, Washington; Division of Nephrology, Seattle Children's Hospital, Seattle, Washington
| | - Vikas R Dharnidharka
- Department of Pediatrics, School of Medicine, Washington University, St. Louis, Missouri; St. Louis Children's Hospital, St. Louis, Missouri
| | | | - Ora Yadin
- Department of Pediatrics, UCLA Mattel Children's Hospital, University of California at Los Angeles, Los Angeles, California
| | - Zubin J Modi
- Department of Pediatrics, University of Michigan, Ann Arbor, Michigan
| | - Amira Al-Uzri
- Department of Pediatrics, Oregon Health and Science University, Portland, Oregon
| | - Amy C Wilson
- Department of Pediatrics, Riley Hospital for Children at Indiana University Health, Indianapolis, Indiana
| | - Katherine M Dell
- Department of Pediatrics, Cleveland Clinic Children's and Case Western Reserve University, Cleveland, Ohio
| | - Hiren P Patel
- Department of Pediatrics, Nationwide Children's Hospital, Columbus, Ohio
| | - Cortney Bruno
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Bradley Warady
- Department of Pediatrics, Children's Mercy Kansas City, Kansas City, Missouri
| | - Susan Furth
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Christopher B Forrest
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| |
Collapse
|
5
|
Sciberras E. Sleep in Individuals with ADHD: Prevalence, Impacts, Causes, and Treatments. Curr Top Behav Neurosci 2022; 57:199-220. [PMID: 35419765 DOI: 10.1007/7854_2022_336] [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] [Indexed: 06/14/2023]
Abstract
Sleep problems are common in children and adolescents with ADHD. This chapter covers the basics of sleep and the prevalence and types of sleep problems experienced by children and adolescents with ADHD. The impacts of sleep problems on the day-to-day lives of children with ADHD and their families are covered including impacts on child daily functioning and cognition, as well as family well-being. There is no one cause of sleep problems in children with ADHD with both biological and environmental factors implicated. There are a small number of randomized controlled trials that support the efficacy of treating sleep problems in children with ADHD using behavioral strategies. A small number of studies also have found improvements in sleep onset delay in children with ADHD following treatment with melatonin. Little is known about how to best support adolescents and adults with ADHD with sleep, although a small emerging literature largely in adults with ADHD suggests that bright light therapies could potentially be helpful given the extent of circadian involvement in the sleep problems experienced by individuals with ADHD. This chapter ends with consideration of future research directions largely related to approaches to supporting individuals with ADHD and sleep difficulties.
Collapse
Affiliation(s)
- Emma Sciberras
- Centre for Social and Early Emotional Development, School of Psychology, Deakin University, Geelong, VIC, Australia.
- Health Services, Murdoch Children's Research Institute, Parkville, VIC, Australia.
- Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia.
| |
Collapse
|
6
|
Casazza E, Giraudeau A, Payet A, Orthlieb JD, Camoin A. Management of idiopathic sleep bruxism in children and adolescents: A systematic review of the literature. Arch Pediatr 2021; 29:12-20. [PMID: 34955303 DOI: 10.1016/j.arcped.2021.11.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Revised: 08/05/2021] [Accepted: 11/30/2021] [Indexed: 11/27/2022]
Abstract
AIM Primary sleep bruxism (SB) affects between 6 and 30% of children and adolescents. Its frequency increases with age, reaching a peak at 10-14 years of age, after which it drops until adulthood. The treatment of SB has not been extensively documented, resulting in a lack of reference points and legitimate concerns for dentists in their everyday practice. The aim of this literature review was to summarize the available evidence on the management of SB in children and adolescents and the efficacy of the different approaches. METHOD A systematic literature search was conducted according to PRISMA guidelines from January 2006 to December 2020 using the PubMed, The Cochrane Library, Science Direct, and Google Scholar databases. All types of SB treatment were accepted. Eight studies were selected for their protocol quality, according to the PICOS tool. RESULTS Several treatment methods were assessed from the eight clinical studies selected, such as occlusal splint, palatal expansion, and pharmacological treatment. Assessment of the treatment methods was difficult because only eight studies were selected, and both the treatment methods and the study protocols used were different. The therapeutic strategies found in the literature were based on the general condition of the case. Treatment approaches were distinguished into treatments for isolated SB and those for SB associated with ventilatory disorders. CONCLUSION The current study shows the need to define diagnostic criteria adapted to SB in children in order to improve epidemiological surveys and subsequently clinical practice. To overcome the difficulties related to SB diagnostic criteria, a multidisciplinary approach, involving pediatricians, otorhinolaryngologists, and dental practitioners, is essential for a better management and follow-up of young patients. A case-by-case approach, taking into account the specificities of each young patient, seems the most appropriate management today.
Collapse
Affiliation(s)
- Estelle Casazza
- School of Dentistry, Aix-Marseille University, 27 boulevard Jean Moulin, Marseille 13385, France; Assistance Publique-Hôpitaux de Marseille (APHM), la Timone Hospital, 264 rue Saint Pierre, Marseille 13385, France; CNRS, EFS, ADES UMR 7268, Aix Marseille Université, Marseille 13344, France.
| | - Anne Giraudeau
- School of Dentistry, Aix-Marseille University, 27 boulevard Jean Moulin, Marseille 13385, France; Assistance Publique-Hôpitaux de Marseille (APHM), la Timone Hospital, 264 rue Saint Pierre, Marseille 13385, France
| | - Audric Payet
- Private practice. 1 rue Granoux, Marseille 13004, France
| | - Jean-Daniel Orthlieb
- School of Dentistry, Aix-Marseille University, 27 boulevard Jean Moulin, Marseille 13385, France; Assistance Publique-Hôpitaux de Marseille (APHM), la Timone Hospital, 264 rue Saint Pierre, Marseille 13385, France
| | - Ariane Camoin
- School of Dentistry, Aix-Marseille University, 27 boulevard Jean Moulin, Marseille 13385, France; Assistance Publique-Hôpitaux de Marseille (APHM), la Timone Hospital, 264 rue Saint Pierre, Marseille 13385, France; CNRS, EFS, ADES UMR 7268, Aix Marseille Université, Marseille 13344, France
| |
Collapse
|
7
|
Ackley E, Clementi MA, Yonker ME. Headache and Sleep Disturbances in the Pediatric Population. Semin Pediatr Neurol 2021; 40:100924. [PMID: 34749912 DOI: 10.1016/j.spen.2021.100924] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 08/15/2021] [Accepted: 08/15/2021] [Indexed: 11/19/2022]
Abstract
The relationship between sleep disturbances and headaches in the pediatric population is bidirectional. Common underlying molecular mechanisms of sleep and headaches have been speculated to explain the clinical connection. We will summarize various sleep disturbances and their known relationships to headache, focusing on the pediatric population. Careful recognition and assessment of sleep disturbances in patients with headache is critical and may help guide treatment. First line therapies for sleep disturbances consist of behavioral approaches, though surgical and pharmacologic strategies are utilized in particular circumstances.
Collapse
Affiliation(s)
- Elizabeth Ackley
- University of Colorado School of Medicine, Aurora CO; Children's Hospital of Colorado, Department of Child Neurology, Aurora CO.
| | - Michelle A Clementi
- University of Colorado School of Medicine, Aurora CO; Children's Hospital of Colorado, Department of Psychiatry and Pediatrics, Aurora CO
| | - Marcy E Yonker
- University of Colorado School of Medicine, Aurora CO; Children's Hospital of Colorado, Department of Child Neurology, Aurora CO
| |
Collapse
|
8
|
Oceja E, Rodríguez P, Jurado MJ, Luz Alonso M, del Río G, Villar MÁ, Mediano O, Martínez M, Juarros S, Merino M, Corral J, Luna C, Kheirandish-Gozal L, Gozal D, Durán-Cantolla J. Validity and Cost-Effectiveness of Pediatric Home Respiratory Polygraphy for the Diagnosis of Obstructive Sleep Apnea in Children: Rationale, Study Design, and Methodology. Methods Protoc 2021; 4:9. [PMID: 33477929 PMCID: PMC7838960 DOI: 10.3390/mps4010009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 01/14/2021] [Accepted: 01/15/2021] [Indexed: 12/15/2022] Open
Abstract
Obstructive sleep apnea (OSA) in children is a prevalent, albeit largely undiagnosed disease associated with a large spectrum of morbidities. Overnight in-lab polysomnography remains the gold standard diagnostic approach, but is time-consuming, inconvenient, and expensive, and not readily available in many places. Simplified Home Respiratory Polygraphy (HRP) approaches have been proposed to reduce costs and facilitate the diagnostic process. However, evidence supporting the validity of HRP is still scarce, hampering its implementation in routine clinical use. The objectives were: Primary; to establish the diagnostic and therapeutic decision validity of a simplified HRP approach compared to PSG among children at risk of OSA. Secondary: (a) Analyze the cost-effectiveness of the HRP versus in-lab PSG in evaluation and treatment of pediatric OSA; (b) Evaluate the impact of therapeutic interventions based on HRP versus PSG findings six months after treatment using sleep and health parameters and quality of life instruments; (c) Discovery and validity of the urine biomarkers to establish the diagnosis of OSA and changes after treatment.
Collapse
Affiliation(s)
- Esther Oceja
- Domiciliary Hospitalization, Sleep Unit, OSI Araba University Hospital, 01004 Vitoria, Spain;
| | - Paula Rodríguez
- Research Service and Bioaraba Research Institute, OSI Araba University Hospital, UPV/EHU, 01004 Vitoria, Spain;
| | - María José Jurado
- Sleep Unit, Hospital Universitario Valle de Hebrón, 08035 Barcelona, Spain;
| | - Maria Luz Alonso
- Sleep Unit, Complejo Hospitalario de Burgos, 09006 Burgos, Spain
| | | | | | - Olga Mediano
- Sleep Unit, Hospital de Guadalajara, 19002 Guadalajara, Spain;
| | - Marian Martínez
- Sleep Unit, Hospital Universitario Marqués de Valdecilla, 39008 Santander, Spain;
| | - Santiago Juarros
- Sleep Unit, Hospital Universitario de Valladolid, 47012 Valladolid, Spain;
| | - Milagros Merino
- Sleep Unit, Hospital Universitario La Paz, 28046 Madrid, Spain;
| | - Jaime Corral
- Sleep Unit, Complejo Hospitalario de Cáceres, 100003 Cáceres, Spain;
| | - Carmen Luna
- Sleep Unit, Hospital Universitario 12 de Octubre, 280035 Madrid, Spain;
| | - Leila Kheirandish-Gozal
- Department of Child Health and Child Health Research Institute, School of Medicine, University of Missouri, Columbia, MO 65201, USA; (L.K.-G.); (D.G.)
| | - David Gozal
- Department of Child Health and Child Health Research Institute, School of Medicine, University of Missouri, Columbia, MO 65201, USA; (L.K.-G.); (D.G.)
| | - Joaquín Durán-Cantolla
- Research Service and Bioaraba Research Institute, OSI Araba University Hospital, UPV/EHU, 01004 Vitoria, Spain;
| |
Collapse
|