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Patel KB, Mims JW, Clinger JD. The Burden of Asthma and Allergic Rhinitis: Epidemiology and Health Care Costs. Otolaryngol Clin North Am 2024; 57:179-189. [PMID: 37833101 DOI: 10.1016/j.otc.2023.09.007] [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: 10/15/2023]
Abstract
Allergic rhinitis affects up to 78% of people with asthma, and asthma occurs in 38% of people with allergic rhinitis. Asthma has a prevalence of 8.7% among adults and 6.2% among children and accounts for $50 billion in medical costs and $32 billion in indirect and mortality costs in the United States, respectively. Allergic rhinitis occurs in 5% to 15% of people in the United States. Allergic rhinitis also accounts for a significant health care cost burden, predominantly in terms of indirect costs related to reduced quality of life and presenteeism.
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Affiliation(s)
- Kunjan B Patel
- Department of Otolaryngology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - James W Mims
- Department of Otolaryngology, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - John D Clinger
- Department of Otolaryngology, Wake Forest School of Medicine, Winston-Salem, NC, USA
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2
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Gurgel RK, Baroody FM, Damask CC, Mims JW, Ishman SL, Baker DP, Contrera KJ, Farid FS, Fornadley JA, Gardner DD, Henry LR, Kim J, Levy JM, Reger CM, Ritz HJ, Stachler RJ, Valdez TA, Reyes J, Dhepyasuwan N. Clinical Practice Guideline: Immunotherapy for Inhalant Allergy. Otolaryngol Head Neck Surg 2024; 170 Suppl 1:S1-S42. [PMID: 38408152 DOI: 10.1002/ohn.648] [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: 12/28/2023] [Accepted: 01/02/2024] [Indexed: 02/28/2024]
Abstract
OBJECTIVE Allergen immunotherapy (AIT) is the therapeutic exposure to an allergen or allergens selected by clinical assessment and allergy testing to decrease allergic symptoms and induce immunologic tolerance. Inhalant AIT is administered to millions of patients for allergic rhinitis (AR) and allergic asthma (AA) and is most commonly delivered as subcutaneous immunotherapy (SCIT) or sublingual immunotherapy (SLIT). Despite its widespread use, there is variability in the initiation and delivery of safe and effective immunotherapy, and there are opportunities for evidence-based recommendations for improved patient care. PURPOSE The purpose of this clinical practice guideline (CPG) is to identify quality improvement opportunities and provide clinicians trustworthy, evidence-based recommendations regarding the management of inhaled allergies with immunotherapy. Specific goals of the guideline are to optimize patient care, promote safe and effective therapy, reduce unjustified variations in care, and reduce the risk of harm. The target patients for the guideline are any individuals aged 5 years and older with AR, with or without AA, who are either candidates for immunotherapy or treated with immunotherapy for their inhalant allergies. The target audience is all clinicians involved in the administration of immunotherapy. This guideline is intended to focus on evidence-based quality improvement opportunities judged most important by the guideline development group (GDG). It is not intended to be a comprehensive, general guide regarding the management of inhaled allergies with immunotherapy. The statements in this guideline are not intended to limit or restrict care provided by clinicians based on their experience and assessment of individual patients. ACTION STATEMENTS The GDG made a strong recommendation that (Key Action Statement [KAS] 10) the clinician performing allergy skin testing or administering AIT must be able to diagnose and manage anaphylaxis. The GDG made recommendations for the following KASs: (KAS 1) Clinicians should offer or refer to a clinician who can offer immunotherapy for patients with AR with or without AA if their patients' symptoms are inadequately controlled with medical therapy, allergen avoidance, or both, or have a preference for immunomodulation. (KAS 2A) Clinicians should not initiate AIT for patients who are pregnant, have uncontrolled asthma, or are unable to tolerate injectable epinephrine. (KAS 3) Clinicians should evaluate the patient or refer the patient to a clinician who can evaluate for signs and symptoms of asthma before initiating AIT and for signs and symptoms of uncontrolled asthma before administering subsequent AIT. (KAS 4) Clinicians should educate patients who are immunotherapy candidates regarding the differences between SCIT and SLIT (aqueous and tablet) including risks, benefits, convenience, and costs. (KAS 5) Clinicians should educate patients about the potential benefits of AIT in (1) preventing new allergen sensitizations, (2) reducing the risk of developing AA, and (3) altering the natural history of the disease with continued benefit after discontinuation of therapy. (KAS 6) Clinicians who administer SLIT to patients with seasonal AR should offer pre- and co-seasonal immunotherapy. (KAS 7) Clinicians prescribing AIT should limit treatment to only those clinically relevant allergens that correlate with the patient's history and are confirmed by testing. (KAS 9) Clinicians administering AIT should continue escalation or maintenance dosing when patients have local reactions (LRs) to AIT. (KAS 11) Clinicians should avoid repeat allergy testing as an assessment of the efficacy of ongoing AIT unless there is a change in environmental exposures or a loss of control of symptoms. (KAS 12) For patients who are experiencing symptomatic control from AIT, clinicians should treat for a minimum duration of 3 years, with ongoing treatment duration based on patient response to treatment. The GDG offered the following KASs as options: (KAS 2B) Clinicians may choose not to initiate AIT for patients who use concomitant beta-blockers, have a history of anaphylaxis, have systemic immunosuppression, or have eosinophilic esophagitis (SLIT only). (KAS 8) Clinicians may treat polysensitized patients with a limited number of allergens.
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Affiliation(s)
| | - Fuad M Baroody
- The University of Chicago Medicine, Chicago, Illinois, USA
| | | | - James Whit Mims
- Wake Forest Baptist Health, Winston Salem, North Carolina, USA
| | | | - Dole P Baker
- Anderson ENT & Facial Plastics, Anderson, South Carolina, USA
| | | | | | - John A Fornadley
- Associated Otolaryngologists of PA, Inc, Hershey, Pennsylvania, USA
| | | | | | - Jean Kim
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Joshua M Levy
- National Institute on Deafness and Other Communication Disorders, Bethesda, Maryland, USA
| | - Christine M Reger
- Otolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | | | | | - Joe Reyes
- American Academy of Otolaryngology-Head and Neck Surgery Foundation, Alexandria, Virginia, USA
| | - Nui Dhepyasuwan
- American Academy of Otolaryngology-Head and Neck Surgery Foundation, Alexandria, Virginia, USA
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3
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Gurgel RK, Baroody FM, Damask CC, Mims JW, Ishman SL, Baker DP, Contrera KJ, Farid FS, Fornadley JA, Gardner DD, Henry LR, Kim J, Levy JM, Reger CM, Ritz HJ, Stachler RJ, Valdez TA, Reyes J, Dhepyasuwan N. Executive Summary of Clinical Practice Guideline on Immunotherapy for Inhalant Allergy. Otolaryngol Head Neck Surg 2024; 170:635-667. [PMID: 38408153 DOI: 10.1002/ohn.650] [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: 12/28/2023] [Accepted: 01/02/2024] [Indexed: 02/28/2024]
Abstract
OBJECTIVE Allergen immunotherapy (AIT) is the therapeutic exposure to an allergen or allergens selected by clinical assessment and allergy testing to decrease allergic symptoms and induce immunologic tolerance. Inhalant AIT is administered to millions of patients for allergic rhinitis (AR) and allergic asthma (AA) and is most commonly delivered as subcutaneous immunotherapy (SCIT) or sublingual immunotherapy (SLIT). Despite its widespread use, there is variability in the initiation and delivery of safe and effective immunotherapy, and there are opportunities for evidence-based recommendations for improved patient care. PURPOSE The purpose of this clinical practice guideline is to identify quality improvement opportunities and provide clinicians trustworthy, evidence-based recommendations regarding the management of inhaled allergies with immunotherapy. Specific goals of the guideline are to optimize patient care, promote safe and effective therapy, reduce unjustified variations in care, and reduce risk of harm. The target patients for the guideline are any individuals aged 5 years and older with AR, with or without AA, who are either candidates for immunotherapy or treated with immunotherapy for their inhalant allergies. The target audience is all clinicians involved in the administration of immunotherapy. This guideline is intended to focus on evidence-based quality improvement opportunities judged most important by the guideline development group. It is not intended to be a comprehensive, general guide regarding the management of inhaled allergies with immunotherapy. The statements in this guideline are not intended to limit or restrict care provided by clinicians based on their experience and assessment of individual patients. ACTION STATEMENTS The guideline development group made a strong recommendation that (Key Action Statement [KAS] 10) the clinician performing allergy skin testing or administering AIT must be able to diagnose and manage anaphylaxis. The guideline development group made recommendations for the following KASs: (KAS 1) Clinicians should offer or refer to a clinician who can offer immunotherapy for patients with AR with or without AA if their patients' symptoms are inadequately controlled with medical therapy, allergen avoidance, or both, or have a preference for immunomodulation. (KAS 2A) Clinicians should not initiate AIT for patients who are pregnant, have uncontrolled asthma, or are unable to tolerate injectable epinephrine. (KAS 3) Clinicians should evaluate the patient or refer the patient to a clinician who can evaluate for signs and symptoms of asthma before initiating AIT and for signs and symptoms of uncontrolled asthma before administering subsequent AIT. (KAS 4) Clinicians should educate patients who are immunotherapy candidates regarding the differences between SCIT and SLIT (aqueous and tablet) including risks, benefits, convenience, and costs. (KAS 5) Clinicians should educate patients about the potential benefits of AIT in (1) preventing new allergen sensitization, (2) reducing the risk of developing AA, and (3) altering the natural history of the disease with continued benefit after discontinuation of therapy. (KAS 6) Clinicians who administer SLIT to patients with seasonal AR should offer pre- and co-seasonal immunotherapy. (KAS 7) Clinicians prescribing AIT should limit treatment to only those clinically relevant allergens that correlate with the patient's history and are confirmed by testing. (KAS 9) Clinicians administering AIT should continue escalation or maintenance dosing when patients have local reactions to AIT. (KAS 11) Clinicians should avoid repeat allergy testing as an assessment of the efficacy of ongoing AIT unless there is a change in environmental exposures or a loss of control of symptoms. (KAS 12) For patients who are experiencing symptomatic control from AIT, clinicians should treat for a minimum duration of 3 years, with ongoing treatment duration based on patient response to treatment. The guideline development group offered the following KASs as options: (KAS 2B) Clinicians may choose not to initiate AIT for patients who use concomitant beta-blockers, have a history of anaphylaxis, have systemic immunosuppression, or have eosinophilic esophagitis (SLIT only). (KAS 8) Clinicians may treat polysensitized patients with a limited number of allergens.
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Affiliation(s)
| | - Fuad M Baroody
- The University of Chicago Medicine, Chicago, Illinois, USA
| | | | - James Whit Mims
- Wake Forest Baptist Health, Winston Salem, North Carolina, USA
| | | | - Dole P Baker
- Anderson ENT & Facial Plastics, Anderson, South Carolina, USA
| | | | | | - John A Fornadley
- Associated Otolaryngologists of PA, Inc., Hershey, Pennsylvania, USA
| | | | | | - Jean Kim
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Joshua M Levy
- National Institute on Deafness and Other Communication Disorders, Bethesda, Maryland, USA
| | - Christine M Reger
- University of Pennsylvania, Otolaryngology-Head and Neck Surgery, Philadelphia, Pennsylvania, USA
| | | | | | | | - Joe Reyes
- American Academy of Otolaryngology-Head and Neck Surgery Foundation, Alexandria, Virginia, USA
| | - Nui Dhepyasuwan
- American Academy of Otolaryngology-Head and Neck Surgery Foundation, Alexandria, Virginia, USA
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Rakhshanda S, Abedin M, Wahab A, Barua L, Faruque M, Banik PC, Shawon RA, Rahman AF, Mashreky SR. Self-reported prevalence of asthma and its associated factors among adult rural population in Bangladesh: a cross-sectional study using WHO PEN protocol. BMJ Open 2023; 13:e074195. [PMID: 38070896 PMCID: PMC10729215 DOI: 10.1136/bmjopen-2023-074195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 10/30/2023] [Indexed: 12/18/2023] Open
Abstract
OBJECTIVE For over a decade, the prevalence of asthma remained unchanged at around 7% in Bangladesh. Although asthma causes significant morbidity among both children and adults, updates on epidemiological data are limited on the prevalence in Bangladesh. This study attempted to determine the prevalence of asthma, and its modifiable and non-modifiable lifestyle predictors in a rural population of Bangladesh. METHOD This study was part of a cross-sectional study that applied the WHO Package of Essential Noncommunicable Disease Interventions via census in a rural area of Bangladesh, where self-reported data on asthma were recorded. Data on anthropometric measurement, sociodemographic characteristics and behavioural risk factors were collected following the standard protocol described in the WHO STEP-wise approach to surveillance (STEPS) questionnaire. Analysis included descriptive statistics to assess the prevalence of asthma and its risk factors, and binary logistic regression to determine contributing factors. RESULT The overall prevalence of asthma was 4.2%. Asthma was predominant among people above 60 years (8.4%). Higher asthma was noted among males (4.6%), self-employed (5.1%), with a family history of asthma (9.1%), with comorbidities besides asthma (7.8%) and underweight (6.0%) compared with their counterparts. The OR of having asthma was 1.89, 1.93, 1.32, 1.50, 2.60, 0.67, 0.67 and 0.78 if a respondent was 45 years old or more, married, underweight, ever smoker, with a family history of asthma, housewife, employed and consumed red meat, respectively, while considering all other variables constant, compared with their counterparts. CONCLUSION The study emphasised asthma to be a public health concern in Bangladesh, although it seems to have decreased over the last decade. Among others, red meat intake and nutritional status were strongly associated with asthma, and the linkage among these is still a grey area that needs further exploration.
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Affiliation(s)
| | - Minhazul Abedin
- Centre for Injury Prevention and Research, Bangladesh, Dhaka, Bangladesh
| | - Abrar Wahab
- Centre for Injury Prevention and Research, Bangladesh, Dhaka, Bangladesh
| | - Lingkan Barua
- Bangladesh University of Health Sciences, Dhaka, Bangladesh
| | | | | | - Riffat Ara Shawon
- Centre for Injury Prevention and Research, Bangladesh, Dhaka, Bangladesh
| | - Akm Fazlur Rahman
- Centre for Injury Prevention and Research, Bangladesh, Dhaka, Bangladesh
| | - Saidur Rahman Mashreky
- Centre for Injury Prevention and Research, Bangladesh, Dhaka, Bangladesh
- Bangladesh University of Health Sciences, Dhaka, Bangladesh
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5
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Kim J, Park YM, Lee SY, Kim BS, Lee YK, Lee DW, Nam MH, Hong SJ. Metabolomics revealed alterations in serum lipid metabolite levels in childhood atopic dermatitis. Pediatr Allergy Immunol 2023; 34:e14021. [PMID: 37747754 DOI: 10.1111/pai.14021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 08/14/2023] [Accepted: 08/21/2023] [Indexed: 09/26/2023]
Affiliation(s)
- Jinwoo Kim
- Seoul Center, Korea Basic Science Institute (KBSI), Seoul, South Korea
| | - Yoon Mee Park
- Asan Institute for Life Sciences, University of Ulsan College of Medicine, Seoul, South Korea
| | - So-Yeon Lee
- Department of Pediatrics, Childhood Asthma Atopy Center, Humidifier Disinfectant Health Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Bong-Soo Kim
- Department of Life Science, Hallym University, Chuncheon, South Korea
| | - Yun Kyung Lee
- Department of Integrated Biomedical Science, Soonchunhyang Institute of Medi-Bio Science, Soonchunhyang University, Cheonan, South Korea
| | - Dong-Woo Lee
- Department of Biotechnology, Yonsei University, Seoul, South Korea
| | - Myung Hee Nam
- Seoul Center, Korea Basic Science Institute (KBSI), Seoul, South Korea
| | - Soo-Jong Hong
- Department of Pediatrics, Childhood Asthma Atopy Center, Humidifier Disinfectant Health Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
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6
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Tawfik SS, Thomas BR, Kelsell DP, Grigg J, O'Toole EA. Dermatology Quality of Life Index scores in Bangladeshi patients with atopic eczema and their families in East London. Br J Dermatol 2022; 188:524-532. [PMID: 36745558 DOI: 10.1093/bjd/ljac131] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 12/06/2022] [Accepted: 12/10/2022] [Indexed: 01/22/2023]
Abstract
BACKGROUND Atopic eczema (AE) is a chronic relapsing, pruritic disease that greatly affects the child and family's quality of life (QoL). It is usually common and severe among children of Bangladeshi ethnicity. OBJECTIVES This is a cross-sectional quantitative study in patients with AE of Bangladeshi origin, which aims to analyse different components of the family, children and adult quality-of-life indices and their relationship to patient age, sex, eczema severity and distribution, other allergic associations, parental education and socioeconomic level. METHODS Children and young adults of Bangladeshi origin aged 0-30 years, clinically diagnosed with AE were recruited as part of the Tower Hamlets Eczema Assessment project, a clinical phenotyping study of AE in the Bangladeshi population living in East London. Questionnaires completed by children/parents included the Family Dermatology Life Quality Index (FDLQI), Infant's Dermatology Quality of Life (IDQOL) and the Children's Dermatology Life Quality Index (CDLQI). Young adults completed the Dermatology Life Quality Index (DLQI). The disease severity was assessed objectively using the Eczema Area Severity Index (EASI). Patients and parents who did not read or speak English were aided by Bengali/Sylheti-speaking research assistants. RESULTS Overall, 460 Bangladeshi children and 98 adults with AE were recruited. Burden of care, extra housework and emotional distress were the highest affected domains in parental QoL, while itching and sleep were the highest for children. Significant factors influencing FDLQI score were EASI [marginal effect (ME) 1.01, 95% confidence interval (CI) 1.00-1.03; P = 0.004], age (ME 0.98, 95% CI 0.97-0.99; P = 0.004), extensor eczema distribution (ME 1.25, 95% CI 1.03-1.52; P = 0.023), parental English fluency (ME 1.29, 95% CI 1.10-1.52; P = 0.002) and atopic comorbidities (ME 1.10, 95% CI 1.04-1.17; P = 0.001). Parental socioeconomic class was a nonsignificant factor. IDQOL/CDLQI was influenced significantly by the child's age (ME 0.99, 95% CI 0.97-1.00, P = 0.023), 'nonclear' eczema distribution clusters especially the 'severe extensive' cluster (ME 1.46, 95% CI 1.15-1.84; P = 0.002) and nonsignificantly by EASI and parental English literacy and socioeconomic levels. DLQI was affected significantly by nonclear eczema distribution groups especially 'severe extensive' (ME 2.49, 95% 1.76-3.53; P < 0.001) and nonsignificantly by patient age, and female sex. CONCLUSIONS AE is a chronic disease where many external factors other than disease severity affect QoL of patients and their families, -especially in under-represented minority groups who face different linguistic and cultural barriers.
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Affiliation(s)
- Soha S Tawfik
- Department of Dermatology, Venereology and Andrology, Faculty of Medicine, Alexandria University, Alexandria, Egypt.,Centre for Cell Biology and Cutaneous Research, Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK.,The Royal London Hospital, Barts Health NHS Trust, London, UK
| | - Bjorn R Thomas
- The Royal London Hospital, Barts Health NHS Trust, London, UK
| | - David P Kelsell
- Centre for Cell Biology and Cutaneous Research, Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Jonathan Grigg
- Centre for Cell Biology and Cutaneous Research, Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK.,The Royal London Hospital, Barts Health NHS Trust, London, UK
| | - Edel A O'Toole
- Centre for Cell Biology and Cutaneous Research, Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK.,The Royal London Hospital, Barts Health NHS Trust, London, UK
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7
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Zoabi Y, Levi-Schaffer F, Eliashar R. Allergic Rhinitis: Pathophysiology and Treatment Focusing on Mast Cells. Biomedicines 2022; 10:biomedicines10102486. [PMID: 36289748 PMCID: PMC9599528 DOI: 10.3390/biomedicines10102486] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 09/28/2022] [Accepted: 09/29/2022] [Indexed: 11/16/2022] Open
Abstract
Allergic rhinitis (AR) is a common rhinopathy that affects up to 30% of the adult population. It is defined as an inflammation of the nasal mucosa, develops in allergic individuals, and is detected mostly by a positive skin-prick test. AR is characterized by a triad of nasal congestion, rhinorrhea, and sneezing. Mast cells (MCs) are innate immune system effector cells that play a pivotal role in innate immunity and modulating adaptive immunity, rendering them as key cells of allergic inflammation and thus of allergic diseases. MCs are typically located in body surfaces exposed to the external environment such as the nasal mucosa. Due to their location in the nasal mucosa, they are in the first line of defense against inhaled substances such as allergens. IgE-dependent activation of MCs in the nasal mucosa following exposure to allergens in a sensitized individual is a cardinal mechanism in the pathophysiology of AR. This review is a comprehensive summary of MCs' involvement in the development of AR symptoms and how classical AR medications, as well as emerging AR therapies, modulate MCs and MC-derived mediators involved in the development of AR.
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Affiliation(s)
- Yara Zoabi
- Department of Pharmacology and Experimental Therapeutics, School of Pharmacy, Faculty of Medicine, Hebrew University, Jerusalem 9112002, Israel
| | - Francesca Levi-Schaffer
- Department of Pharmacology and Experimental Therapeutics, School of Pharmacy, Faculty of Medicine, Hebrew University, Jerusalem 9112002, Israel
| | - Ron Eliashar
- Department of Otolaryngology/HNS, Hadassah-Hebrew University Medical Center, Jerusalem 91120, Israel
- Correspondence: ; Tel.: +972-2-6776469; Fax: +972-2-6435090
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8
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Jiang Z, Li J, Kong N, Kim JH, Kim BS, Lee MJ, Park YM, Lee SY, Hong SJ, Sul JH. Accurate diagnosis of atopic dermatitis by combining transcriptome and microbiota data with supervised machine learning. Sci Rep 2022; 12:290. [PMID: 34997172 PMCID: PMC8741793 DOI: 10.1038/s41598-021-04373-7] [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: 10/07/2021] [Accepted: 12/14/2021] [Indexed: 11/16/2022] Open
Abstract
Atopic dermatitis (AD) is a common skin disease in childhood whose diagnosis requires expertise in dermatology. Recent studies have indicated that host genes–microbial interactions in the gut contribute to human diseases including AD. We sought to develop an accurate and automated pipeline for AD diagnosis based on transcriptome and microbiota data. Using these data of 161 subjects including AD patients and healthy controls, we trained a machine learning classifier to predict the risk of AD. We found that the classifier could accurately differentiate subjects with AD and healthy individuals based on the omics data with an average F1-score of 0.84. With this classifier, we also identified a set of 35 genes and 50 microbiota features that are predictive for AD. Among the selected features, we discovered at least three genes and three microorganisms directly or indirectly associated with AD. Although further replications in other cohorts are needed, our findings suggest that these genes and microbiota features may provide novel biological insights and may be developed into useful biomarkers of AD prediction.
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Affiliation(s)
- Ziyuan Jiang
- Department of Automation, Tsinghua University, Beijing, 100084, China
| | - Jiajin Li
- Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, 90095, USA
| | - Nahyun Kong
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology, Daejeon, Daejeon, 34141, Republic of Korea
| | - Jeong-Hyun Kim
- Department of Medicine, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - Bong-Soo Kim
- Department of Life Science, Multidisciplinary Genome Institute, Hallym University, Chuncheon, 24252, Republic of Korea
| | - Min-Jung Lee
- Department of Life Science, Multidisciplinary Genome Institute, Hallym University, Chuncheon, 24252, Republic of Korea
| | - Yoon Mee Park
- Department of Medicine, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - So-Yeon Lee
- Department of Pediatrics, Asan Medical Center, Childhood Asthma Atopy Center, Humidifier Disinfectant Health Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea
| | - Soo-Jong Hong
- Department of Pediatrics, Asan Medical Center, Childhood Asthma Atopy Center, Humidifier Disinfectant Health Center, University of Ulsan College of Medicine, Seoul, 05505, Republic of Korea.
| | - Jae Hoon Sul
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, 90095, USA.
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9
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Nagata A, Kazi T, Akter Z, Nody FA, Khan MS, Shahriar ASM, Islam MS, Nakagawa T, Inui S. The Influence of Atopic Dermatitis on Health-Related Quality of Life in Bangladesh. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182111593. [PMID: 34770105 PMCID: PMC8583474 DOI: 10.3390/ijerph182111593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 10/27/2021] [Accepted: 11/02/2021] [Indexed: 11/16/2022]
Abstract
Atopic dermatitis (AD) is the foremost non-fatal skin-related disease that affects all age groups. Despite the growing prevalence of AD in low- and middle-income countries, its physiological consequences remain overlooked in countries like Bangladesh. Therefore, we aim to assess and characterize the influence of AD on the health-related quality of life (HRQoL) in Bangladeshi patients. A cross-sectional study comprising 184 eligible adults (83 men and 101 women; mean age, 33.46 ± 15.44 years) was conducted at the dermatology outpatient department of Shaheed Suhrawardy Medical College Hospital (a tertiary hospital in Dhaka, Bangladesh). AD was determined using the UK Working Party criteria. A structured questionnaire, Eczema Area and Severity Index (EASI), and Dermatology Life Quality Index (DLQI) were administered to obtain information on patient characteristics, AD severity, and HRQoL. The mean DLQI score for the entire sample was 11.29 ± 5.27 (range, 1–26), and 51.60% reported the disease greatly affected their lives. Bivariate analysis revealed significant differences in self-rated health measures of DLQI scores in terms of self-reported AD severity, overall health, and the EASI. In multivariable regression models adjusted for patient characteristics, the self-perceived severe AD group reported significantly higher DLQI scores (coefficient = 2.72; 95% confidence interval (CI) = 0.38–5.05; p = 0.022) than the mild group. Concurrently, we observed a substantial increase in the DLQI scores among patients with moderate and severe EASI scores (coefficient = 1.96, 95% CI = 0.08–3.92, p < 0.05 and coefficient = 4.35, 95% CI = 1.98–6.72, p < 0.001, respectively) than in those with mild EASI scores, suggesting that HRQoL was markedly influenced by greater AD severity. These findings highlight the need for a more patient-centric approach to the management of AD in order to alleviate patient suffering and, thereby, improve HRQoL.
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Affiliation(s)
- Abir Nagata
- Department of Regenerative Dermatology, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan; (T.K.); (T.N.); (S.I.)
- Correspondence: ; Tel.: +81-06-6879-3960
| | - Taheruzzaman Kazi
- Department of Regenerative Dermatology, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan; (T.K.); (T.N.); (S.I.)
| | - Zubaida Akter
- Department of Dermatology and Venereology, Shaheed Suhrawardy Medical College Hospital, Dhaka 1207, Bangladesh;
| | - Fariha Afrin Nody
- Ibrahim Cardiac Hospital and Research Institute, Dhaka 1000, Bangladesh;
| | - Mohammad Shahriar Khan
- International Platform for Dryland Research and Education, Tottori University, Tottori 680-0001, Japan;
| | | | - Md Sayeedul Islam
- Department of Biological Sciences, Graduate School of Science, Osaka University, Toyonaka 560-0043, Japan;
| | - Takatoshi Nakagawa
- Department of Regenerative Dermatology, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan; (T.K.); (T.N.); (S.I.)
| | - Shigeki Inui
- Department of Regenerative Dermatology, Graduate School of Medicine, Osaka University, Suita 565-0871, Japan; (T.K.); (T.N.); (S.I.)
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Pedersen CJ, Uddin MJ, Saha SK, Darmstadt GL. Prevalence and psychosocial impact of atopic dermatitis in Bangladeshi children and families. PLoS One 2021; 16:e0249824. [PMID: 33861780 PMCID: PMC8051797 DOI: 10.1371/journal.pone.0249824] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Accepted: 03/25/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Skin conditions are the fourth leading cause of nonfatal disease globally, with atopic dermatitis (AD) a major and rising contributor. Though atopic dermatitis (AD) is rising in prevalence, little is known about its psychosocial effects on children and families in low- and middle-income countries (LMICs). METHODS We conducted a community-based, cross-sectional survey of 2242 under-5 children in rural Bangladesh using the International Study of Asthma and Allergies in Childhood (ISAAC) questionnaire to measure AD prevalence and severity, the Patient-Oriented Eczema Measure (POEM) to measure severity, and the Infants' Dermatitis Quality of Life index (IDQoL) and Dermatitis Family Index (DFI) to measure quality of life. FINDINGS Overall AD prevalence in under-five children was 11.9% [95% confidence interval (CI) 10.6-13.3%]. Prevalence was highest in children age 30-35 months [16.2% (95% CI 11.4-21.0)]. IDQoL was significantly higher in males (2.67) vs. females (1.95, p = 0.015), the lowest (3.06) vs. highest (1.63) wealth quintile (p<0.001), and among mothers with < primary (2.41) vs. > secondary (1.43) education (p = 0.039). POEM severity was correlated with IDQoL (r = 0.77, p<0.001) and DFI (r = 0.56, p<0.001). Severe disease as rated by caretakers was correlated with POEM (r = 0.73, p<0.001), IDQoL (r = 0.82, p<0.001) and DFI (r = 0.57, p<0.001). CONCLUSIONS Severe AD significantly affects quality of life for children and families in Bangladesh. As access to healthcare expands in LMICs, identification and treatment of both the medical and psychosocial morbidities associated with the disease are needed.
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Affiliation(s)
- Courtney J. Pedersen
- Stanford University School of Medicine, Stanford, California, United States of America
| | | | | | - Gary L. Darmstadt
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California, United States of America
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