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Toppila-Salmi S, Bjermer L, Cardell LO, Cervin A, Heinikari T, Lehtimäki L, Lundberg M, Richter JC, Sillanpää S. Multi-Disciplinary Expert Perspective on the Management of Type 2 Inflammation-Driven Severe CRSwNP: A Brief Overview of Pathophysiology and Recent Clinical Insights. J Asthma Allergy 2024; 17:431-439. [PMID: 38745838 PMCID: PMC11093112 DOI: 10.2147/jaa.s447093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 03/01/2024] [Indexed: 05/16/2024] Open
Abstract
Severe chronic rhinosinusitis with nasal polyposis (CRSwNP) is a disabling airway disease that significantly impacts patients' lives through the severity of symptoms, the need for long-term medical treatment and the high risk of recurrence post-surgery. Biological agents targeting type 2 immune responses underlying the pathogenesis of CRSwNP have shown effectiveness in reducing polyp size and eosinophilic infiltrate, and in decreasing the need for additional sinus surgeries. However, despite recent progress in understanding and treating the disease, type 2 inflammation-driven severe CRSwNP continues to pose challenges to clinical management due to several factors such as persistent inflammation, polyp recurrence, heterogeneity of disease, and comorbidities. This article presents the findings of a scientific discussion involving a panel of ear, nose and throat (ENT) specialists and pulmonologists across Sweden and Finland. The discussion aimed to explore current management practices for type 2 inflammation-driven severe CRSwNP in the Nordic region. The main topics examined encompassed screening and referral, measurements of disease control, treatment goals, and future perspectives. The experts emphasized the importance of a collaborative approach in the management of this challenging patient population. The discussion also revealed a need to broaden treatment options for patients with type 2 inflammation-driven CRSwNP and comorbid conditions with shared type 2 pathophysiology. In light of the supporting evidence, a shift in the disease model from the presence of polyps to that of type 2 inflammation may be warranted. Overall, this discussion provides valuable insights for the scientific community and can potentially guide the future management of CRSwNP.
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Affiliation(s)
- Sanna Toppila-Salmi
- Department of Otorhinolaryngology, Kuopio University Hospital and School of Medicine, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
- Skin and Allergy Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Leif Bjermer
- Department of Clinical Sciences, Respiratory Medicine and Allergology, Lund University, Lund, Sweden
| | - Lars-Olaf Cardell
- Division of ENT Diseases, Department of Clinical Sciences, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
- Department of Otorhinolaryngology, Karolinska University Hospital, Stockholm, Sweden
| | - Anders Cervin
- Centre for Clinical Research, University of Queensland, Brisbane, Australia
- Faculty of Medicine, Lund University, Lund, Sweden
| | - Tuuli Heinikari
- Skin and Allergy Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Lauri Lehtimäki
- Allergy Centre, Tampere University Hospital, Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Marie Lundberg
- Department of Otorhinolaryngology – Head and Neck Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Jens C Richter
- Department of Asthma and Allergology, Clinic of Lung Medicine, Skåne University Hospital and Lund University, Lund, Sweden
| | - Saara Sillanpää
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Department of Otorhinolaryngology and Head and Neck Surgery, Tampere University Hospital, Tampere, Finland
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Alicandri-Ciufelli M, Marchioni D, Pipolo C, Garzaro M, Nitro L, Dell'Era V, Ferrella F, Campagnoli M, Russo P, Galloni C, Ghidini A, De Corso E, Lucidi D. Influence of Prior Endoscopic Sinus Surgery Extent on Dupilumab Effectiveness in CRSwNP Patients. Laryngoscope 2024; 134:1556-1563. [PMID: 37632705 DOI: 10.1002/lary.30983] [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: 03/18/2023] [Revised: 07/28/2023] [Accepted: 07/31/2023] [Indexed: 08/28/2023]
Abstract
BACKGROUND Guidelines recommend that the vast majority of patients with severe uncontrolled chronic rhinosinusitis with nasal polyps (CRSwNP) should have at least one endoscopic sinus surgery (ESS) prior to starting biologics. Because ESS can be performed with a variable extension, the aim of this study would be to evaluate the association between surgical extensiveness, as measured by ACCESS score, and outcomes collected in patients treated with Dupilumab. MATERIALS AND METHODS This is a multicentric retrospective study; patients affected by CRSwNP who were subjected to Dupilumab therapy and who underwent at least one ESS prior to Dupilumab initiation were included. ACCESS score was assigned to each patient's pre-Dupilumab CT scan. Subjective and objective parameters (SNOT-22, NPS, VAS scores, Sniffin' Sticks) were collected before and during the administration of therapy. Statistical correlations between ACCESS scores and clinical outcomes were investigated. RESULTS A total of 145 patients were included; mean time from last previous ESS was 68.6 months, and on average, patients were subjected to 2.2 surgeries. Many correlations with ACCESS scores were demonstrated: better NPS at all timepoints and subjective scores (30-days SNOT-22, VAS nasal obstruction, and rhinorrhea) were achieved in patients with low ACCESS score (more extensive ESS). On the other hand, significantly worse VAS loss of smell values were demonstrated in patients with lower ACCESS scores. CONCLUSION Dupilumab patients subjected to a prior extensive ESS may have reduced size of polyps and improved subjective indicators, together with a decreased chance to recover smell, when compared with patients who underwent a minimal excision. LEVEL OF EVIDENCE 3 Laryngoscope, 134:1556-1563, 2024.
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Affiliation(s)
- Matteo Alicandri-Ciufelli
- Department of Otolaryngology-Head and Neck Surgery, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy
| | - Daniele Marchioni
- Department of Otolaryngology-Head and Neck Surgery, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy
| | - Carlotta Pipolo
- Otolaryngology Unit, Department of Health Sciences, Santi Paolo e Carlo Hospital, Università degli Studi di Milano, Milan, Italy
| | | | - Letizia Nitro
- Otolaryngology Unit, Department of Health Sciences, Santi Paolo e Carlo Hospital, Università degli Studi di Milano, Milan, Italy
| | - Valeria Dell'Era
- ENT Division, Eastern Piedmont University Hospital of Novara, Novara, Italy
| | - Francesco Ferrella
- Otolaryngology Unit, Department of Health Sciences, Santi Paolo e Carlo Hospital, Università degli Studi di Milano, Milan, Italy
| | - Massimo Campagnoli
- ENT Division, Eastern Piedmont University Hospital of Novara, Novara, Italy
| | - Paolo Russo
- ENT Department, Azienda USL Reggio Emilia - IRCCS, Reggio Emilia, Italy
| | - Costanza Galloni
- Department of Otolaryngology-Head and Neck Surgery, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy
| | - Angelo Ghidini
- ENT Department, Azienda USL Reggio Emilia - IRCCS, Reggio Emilia, Italy
| | - Eugenio De Corso
- Department of Head, Neck and Sensory Organs, A. Gemelli University Hospital IRCCS, Rome, Italy
| | - Daniela Lucidi
- Department of Otolaryngology-Head and Neck Surgery, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy
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Murtomäki A, Helevä A, Torkki P, Haukka J, Julkunen‐Iivari A, Lemmetyinen R, Mäkelä M, Dietz A, Nuutinen M, Toppila‐Salmi S. Comorbidities of chronic rhinosinusitis in children and adults. Clin Transl Allergy 2024; 14:e12354. [PMID: 38658181 PMCID: PMC11043011 DOI: 10.1002/clt2.12354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 02/22/2024] [Accepted: 04/02/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND Chronic rhinosinusitis (CRS) is a chronic inflammatory disease of the nose and paranasal sinuses lasting ≥12 weeks. CRS may exist with (CRSwNP) or without (CRSsNP) nasal polyps. The aim was to evaluate conditions associated with CRS in a randomized hospital cohort. We hypothesized that comorbidities and surgical procedures differ between pediatric and adult patients. METHODS This study consisted of hospital registry data of a random sample of rhinosinusitis patients (age range 0-89 years) with the diagnosis of J32 or J33, correspondingly, registered during outpatient visits from 2005 to 2019 (n = 1461). The covariates of interest were collected from electronic health records based on ICD-10 codes and keyword searches. RESULTS Among pediatric patients (n = 104), the relative proportions of CRSsNP and CRSwNP were 86% and 14% respectively. The relative proportions of adult patients (n = 1357) with CRSsNP and CRSwNP were 60% and 40%, respectively. The following comorbidities significantly differed (p < 0.05) between pediatric and adult populations: allergy, chronic otitis media, and tonsillar diseases. In total, 41 % of the children and 46% of the adults underwent baseline endoscopic sinus surgery (ESS). Additional surgeries of the ear, nose and pharynx were significantly more common among children compared with adults. Risk of revision after baseline ESS was associated (p < 0.05) with allergy, asthma, eosinophilia, CRSwNP, immunodeficiency or its suspicion, non-steroidal anti-inflammatory drug exacerbated respiratory disease, and number of any diseases ≥2. CONCLUSIONS Our study showed that comorbidities differ between pediatric and adult rhinosinusitis patients, as allergy, asthma and allergy, chronic otitis media, mental health disorders, and tonsils disease were significantly more prevalent among pediatric patients. Children and adults were equally treated with ESS. Notably, children underwent additional surgery on adenoids and tonsils more frequently. The effectiveness of ESS in multimorbid adults should be assessed at an individual level.
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Affiliation(s)
- Aada Murtomäki
- Inflammation CenterSkin and Allergy HospitalHelsinki University Hospital and University of HelsinkiHelsinkiFinland
- Department of OtorhinolaryngologyUniversity of Eastern FinlandJouensuu, KuopioFinland
| | - Alma Helevä
- Inflammation CenterSkin and Allergy HospitalHelsinki University Hospital and University of HelsinkiHelsinkiFinland
- Programme of the Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
| | - Paulus Torkki
- Department of Public HealthUniversity of HelsinkiHelsinkiFinland
| | - Jari Haukka
- Department of Public HealthUniversity of HelsinkiHelsinkiFinland
| | - Anna Julkunen‐Iivari
- Inflammation CenterSkin and Allergy HospitalHelsinki University Hospital and University of HelsinkiHelsinkiFinland
| | - Riikka Lemmetyinen
- Inflammation CenterSkin and Allergy HospitalHelsinki University Hospital and University of HelsinkiHelsinkiFinland
- Department of Public HealthUniversity of HelsinkiHelsinkiFinland
| | - Mika Mäkelä
- Inflammation CenterSkin and Allergy HospitalHelsinki University Hospital and University of HelsinkiHelsinkiFinland
| | - Aarno Dietz
- Department of OtorhinolaryngologyUniversity of Eastern FinlandJouensuu, KuopioFinland
- Department of OtorhinolaryngologyKuopio University HospitalWellbeing Services County of North SavoKuopioFinland
| | - Mikko Nuutinen
- Inflammation CenterSkin and Allergy HospitalHelsinki University Hospital and University of HelsinkiHelsinkiFinland
| | - Sanna Toppila‐Salmi
- Inflammation CenterSkin and Allergy HospitalHelsinki University Hospital and University of HelsinkiHelsinkiFinland
- Department of OtorhinolaryngologyUniversity of Eastern FinlandJouensuu, KuopioFinland
- Department of OtorhinolaryngologyKuopio University HospitalWellbeing Services County of North SavoKuopioFinland
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Ali A, Fakunle DR, Yu V, McDermott S, Previtera MJ, Meier JC, Phillips KM, Sedaghat AR. Heterogeneity in the definition of chronic rhinosinusitis disease control: a systematic review of the scientific literature. Eur Arch Otorhinolaryngol 2023; 280:5345-5352. [PMID: 37378726 DOI: 10.1007/s00405-023-08090-x] [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: 02/14/2023] [Accepted: 06/21/2023] [Indexed: 06/29/2023]
Abstract
PURPOSE Disease control is conceptually recognized to be an important outcome measure for chronic rhinosinusitis (CRS). However, inconsistent usage is a significant factor in disadoption of important concepts and it is presently unclear how consistently the construct of CRS 'control' is being defined/applied. The objective of this study was to determine the heterogeneity of CRS disease control definitions in the scientific literature. METHODS Systematic review of PubMed and Web of Science databases from inception through December 31, 2022. Included studies used CRS disease control as an explicitly stated outcome measure. The definitions of CRS disease control were collected. RESULTS Thirty-one studies were identified with more than half published in 2021 or later. Definitions of CRS control were variable, although 48.4% of studies used the EPOS (2012 or 2020) criteria to define control, 14 other unique definitions of CRS disease control were also implemented. Most studies included the burden CRS symptoms (80.6%), need for antibiotics or systemic corticosteroids (77.4%) or nasal endoscopy findings (61.3%) as criteria in their definitions of CRS disease control. However, the specific combination of these criteria and prior time periods over which they were assessed were highly variable. CONCLUSION CRS disease control is not consistently defined in the scientific literature. Although many studies conceptually treated 'control' as the goal of CRS treatment, 15 different criteria were used to define CRS disease control, representing significant heterogeneity. Scientific derivation of criteria and collaborative consensus building are needed for the development of a widely-accepted and -applied definition of CRS disease control.
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Affiliation(s)
- Ayad Ali
- Department of Otolaryngology - Head and Neck Surgery, University of Cincinnati College of Medicine, 231 Albert Sabin Way, Cincinnati, OH, 45267-0528, USA
| | - Damilola R Fakunle
- Department of Otolaryngology - Head and Neck Surgery, University of Cincinnati College of Medicine, 231 Albert Sabin Way, Cincinnati, OH, 45267-0528, USA
| | - Victor Yu
- University of Nevada, Reno School of Medicine, Reno, NV, USA
| | - Sean McDermott
- Department of Otolaryngology - Head and Neck Surgery, University of Cincinnati College of Medicine, 231 Albert Sabin Way, Cincinnati, OH, 45267-0528, USA
| | - Melissa J Previtera
- Health Sciences Library, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Josh C Meier
- University of Nevada, Reno School of Medicine, Reno, NV, USA
- Nevada ENT and Hearing Associates, Reno, NV, USA
| | - Katie M Phillips
- Department of Otolaryngology - Head and Neck Surgery, University of Cincinnati College of Medicine, 231 Albert Sabin Way, Cincinnati, OH, 45267-0528, USA
| | - Ahmad R Sedaghat
- Department of Otolaryngology - Head and Neck Surgery, University of Cincinnati College of Medicine, 231 Albert Sabin Way, Cincinnati, OH, 45267-0528, USA.
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Fieux M, Rumeau C, De Bonnecaze G, Papon JF, Mortuaire G. Surgery for chronic rhinosinusitis with nasal polyps: An update. Eur Ann Otorhinolaryngol Head Neck Dis 2023; 140:297-304. [PMID: 37838602 DOI: 10.1016/j.anorl.2023.10.008] [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: 10/16/2023]
Abstract
This update aimed to evaluate surgical indications in the management of chronic rhinosinusitis with nasal polyps (CRSwNP). It was conducted and reported according to the criteria stipulated by the Synthesis Without Meta-analysis (SwiM) guidelines. From the PubMed-National Library of Medicine database, 1098 articles were identified for the period 2006-2021 using the key words "nasal polyps" and "surgery". After screening and analysis, 39 publications were selected. The efficacy of surgery on functional improvement in CRSwNP, measured by the specific quality-of-life score SNOT-22, is established, and improvement in olfactory function is expected in 50% of patients. The rate of surgical revision is at least 10-15% at 4 years, but the disease can be controlled for several years, with the interval between primary surgery and symptomatic recurrence exceeding 10 years in some cases. The criteria for surgery are not clearly defined in the literature. However, several authors consider failure of ≥ 8 weeks' well-conducted local medical treatment and use of more than 2 courses of systemic corticosteroids as a reliable indication. No studies or meta-analyses are currently available to determine the superiority of one surgical technique over another.
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Affiliation(s)
- M Fieux
- Service d'ORL, d'otoneurochirurgie et de chirurgie cervico-faciale, hospices civils de Lyon, centre hospitalier Lyon Sud, 165, chemin du Grand-Revoyet, 69310 Pierre-Bénite, France; Université de Lyon, université Lyon 1, 69003 Lyon, France; Université de Paris Est Creteil, Inserm, IMRB, CNRS ERL 7000, 94010 Créteil, France.
| | - C Rumeau
- Service ORL, CHRU-Nancy, université de Lorraine, 54000 Nancy, France; Université de Lorraine, DevAH, 54000 Nancy, France.
| | - G De Bonnecaze
- Université de Lorraine, DevAH, 54000 Nancy, France; Service d'ORL et chirurgie cervico-faciale, pôle clinique des voies respiratoires, hôpital Larrey, 24, chemin de Pouvourville, TSA 30030, 31059 Toulouse, France; Laboratoire Center for Anthropobiology and Genomics of Toulouse, université Paul-Sabatier Toulouse III, 31059 Toulouse, France.
| | - J F Papon
- Service d'ORL, de chirurgie cervico-faciale, hôpital Kremlin Bicêtre, Assistance publique-Hôpitaux de Paris, 94270 Paris, France; DMU Neuroscience, Le Kremlin-Bicêtre, université Paris-Saclay, Inserm, IMRB, CNRS ERL 7000, 94010 Créteil, France.
| | - G Mortuaire
- Service d'ORL et de chirurgie cervico-faciale, hôpital Huriez, CHU de Lille, rue Michel-Polonovski, 59000 Lille, France; INFINITE - Institute for Translational Research in Inflammation, université de Lille, Inserm U1286, 59000 Lille, France.
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Cai S, Lou H, Zhang L. Prognostic factors for post-operative outcomes in chronic rhinosinusitis with nasal polyps: a systematic review. Expert Rev Clin Immunol 2023; 19:867-881. [PMID: 37225659 DOI: 10.1080/1744666x.2023.2218089] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 04/30/2023] [Accepted: 05/22/2023] [Indexed: 05/26/2023]
Abstract
INTRODUCTION Chronic rhinosinusitis with nasal polyps (CRSwNP) has a high recurrence rate after surgery despite the availability of medical treatments. Multiple clinical and biological factors have been associated with poor post-operative outcomes in patients with CRSwNP. However, these factors and their prognostic values have not yet been extensively summarized. AREAS COVERED This systematic review included 49 cohort studies exploring the prognostic factors for post-operative outcomes in CRSwNP. A total of 7802 subjects and 174 factors were included. All investigated factors were classified into three categories according to their predictive value and evidence quality, of which 26 factors were considered plausible for post-operative outcome prediction. Previous nasal surgery, ethmoid-to-maxillary (E/M) ratio, fractional exhaled nitric oxide, tissue eosinophil count or percentage, tissue neutrophil count, tissue IL-5, tissue eosinophil cationic protein, and CLC or IgE in nasal secretion provided more reliable information for prognosis in at least two studies. EXPERT OPINION Exploring predictors through noninvasive or minimally invasive methods for specimen collection is recommended for future work. Models combining multiple factors must be established, as no single factor is effective for the whole population.
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Affiliation(s)
- Shiru Cai
- Department of Otolaryngology, Head and Neck Surgery, Beijing TongRen Hospital, Capital Medical University, Beijing, China
- Beijing Laboratory of Allergic Diseases and Beijing Key Laboratory of Nasal Diseases, Beijing Institute of Otolaryngology, Beijing, China
| | - Hongfei Lou
- Department of Otolaryngology, Eye & ENT Hospital, Fudan University, Shanghai, China
- Research Unit of Diagnosis and Treatment of Chronic Nasal Diseases, Chinese Academy of Medical Sciences, Beijing, China
| | - Luo Zhang
- Department of Otolaryngology, Head and Neck Surgery, Beijing TongRen Hospital, Capital Medical University, Beijing, China
- Beijing Laboratory of Allergic Diseases and Beijing Key Laboratory of Nasal Diseases, Beijing Institute of Otolaryngology, Beijing, China
- Research Unit of Diagnosis and Treatment of Chronic Nasal Diseases, Chinese Academy of Medical Sciences, Beijing, China
- Department of Allergy, Beijing TongRen Hospital, Capital Medical University, Beijing, China
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Zhou J, Yuan F, Huang T, Zhu L, Wu D. Current understanding of disease control and its application in patients with chronic rhinosinusitis. Front Cell Infect Microbiol 2023; 13:1104444. [PMID: 37342244 PMCID: PMC10277650 DOI: 10.3389/fcimb.2023.1104444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 05/22/2023] [Indexed: 06/22/2023] Open
Abstract
Background Disease control is a primary treatment goal for patients with chronic rhinosinusitis (CRS). This study aims to summarize the evaluation parameters of disease control and then identify predictors of poorly controlled CRS. Methods A systematic review of the literature was performed on PubMed, Google Scholar, Scopus, and Cochrane databases to identify studies relating to disease control in CRS. Results The concept of disease control in patients with CRS involved the longitudinal assessment of the disease state and was also an important goal of treatment. As a metric of the disease state, the disease control reflected the ability to keep disease manifestations within certain limits, the efficacy after treatment, and the impact on quality of life. Validated measurements, such as EPOS2012 criteria, EPOS2020 criteria, Sinus Control Test, and patient/physician-reported global level of CRS control, have been utilized in clinical practice. These existing disease control instruments incorporated various disease manifestations and categorized patients into two (well-controlled and poor-controlled), three (uncontrolled, partly controlled, and controlled), or five (not at all, a little, somewhat, very, and completely) control categories. Eosinophilia, high computerized tomography score, bilateral sinonasal disease, asthma, allergic rhinitis, female gender, aspirin intolerance, revision surgery, low serum amyloid A, and specific T cell subtype would predict poorly controlled CRS. Conclusion The concept of disease control and its application were gradually developed in patients with CRS. The existing disease control instruments demonstrated a lack of uniformity regarding the controlled criteria and included parameters.
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Affiliation(s)
- Jiahui Zhou
- Department of Otolaryngology Head and Neck Surgery, Peking University Third Hospital, Beijing, China
| | - Fan Yuan
- Department of Otolaryngology Head and Neck Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Tianhao Huang
- Department of Otolaryngology Head and Neck Surgery, The First Affiliated Hospital of Wenzhou Medical University, Zhejiang, Wen Zhou, China
| | - Li Zhu
- Department of Otolaryngology Head and Neck Surgery, Peking University Third Hospital, Beijing, China
| | - Dawei Wu
- Department of Otolaryngology Head and Neck Surgery, Peking University Third Hospital, Beijing, China
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Cluster analysis of patients with chronic rhinosinusitis and asthma after endoscopic sinus surgery. Ann Allergy Asthma Immunol 2023; 130:325-332.e7. [PMID: 36436785 DOI: 10.1016/j.anai.2022.11.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 11/12/2022] [Accepted: 11/15/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Patients with chronic rhinosinusitis with nasal polyps and asthma (CRSwAS) are highly heterogenous in severity and prognosis. The clinical phenotypes and inflammatory endotypes of CRSwAS and their association with outcomes of endoscopic sinus surgery (ESS) have not been fully studied yet. OBJECTIVE We aimed to find out the clinical phenotypes of CRSwAS and explore their relationship with ESS outcomes using cluster analysis. METHODS We recruited 103 consecutive adult patients with CRSwAS who had undergone ESS and been followed up for more than 1 year. For cluster analysis, we collected the data from 63 variables pertaining to demographic characteristics, preoperative disease status, surgical techniques, postoperative medical treatment, and outcomes. Eosinophilic CRS was defined as greater than or equal to 10 eosinophils/high-power field, and sinus computed tomography was evaluated by Lund-Mackay sinus computed tomography score (LM score). RESULTS We screened 92 eligible patients and 13 preoperative variables for balanced iterative reducing and clustering using hierarchies cluster analysis. Patients with CRSwAS were divided into 4 clusters with distinct ESS outcomes: (1) cluster 1, characterized by aspirin-exacerbated respiratory disease, eosinophilic CRS, high preoperative LM score, moderate-to-severe asthma, and uncontrolled CRS after ESS; (2) cluster 2, characterized as having female dominance (66.67%), non-aspirin-exacerbated respiratory disease, eosinophilic CRS, high preoperative LM score, moderate-to-severe asthma, and uncontrolled CRS after ESS; (3) cluster 3, characterized as having female dominance (95.83%), noneosinophilic CRS, low preoperative LM score, moderate asthma, and controlled CRS after ESS; and (4) cluster 4, characterized as men-only, smoker, noneosinophilic CRS, low preoperative LM score, mild asthma, and controlled CRS after ESS. CONCLUSION CRSwAS has distinct clusters, each corresponding to unique clinical and inflammatory characteristics and ESS outcomes.
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Toppila‐Salmi S, Hällfors J, Aakko J, Mannerström B, Nieminen K, Telg G, Lehtimäki L. The burden of chronic rhinosinusitis with nasal polyps and its relation to asthma in Finland. Clin Transl Allergy 2022; 12:e12200. [PMID: 36246729 PMCID: PMC9549071 DOI: 10.1002/clt2.12200] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 08/17/2022] [Accepted: 08/26/2022] [Indexed: 11/30/2022] Open
Abstract
Background Chronic rhinosinusitis with nasal polyps (CRSwNP) is commonly associated with asthma. Treatment of CRSwNP includes intranasal and systemic corticosteroids, with non-responsive patients commonly considered for endoscopic sinus surgery (ESS). This nationwide register-based study evaluated the incidence, prevalence, and treatment burden of CRSwNP in Finland, and their association with the presence and severity of comorbid asthma. Methods Electronic health records of patients diagnosed with CRSwNP between 1.1.2012 and 31.12.2018 in Finnish specialty and primary care were included in the study. The patients were divided into subgroups based on presence, severity, and control of asthma: no asthma, mild to moderate asthma, severe controlled asthma, and severe uncontrolled asthma. A mean cumulative count of ESS was calculated over time per subgroup. Results The prevalence of CRSwNP increased from 602.2 to 856.7 patients per 100,000 population between years 2012 and 2019 (p < 0.001). A total of 18,563 patients (59.9% male) had incident CRSwNP between 2012 and 2019, with 27% having asthma, 6% having severe asthma, and 1.5% having severe uncontrolled asthma. In the no asthma, severe controlled asthma, and severe uncontrolled asthma subgroups, systemic corticosteroids were used by 54.1%, 94.9% and 99.3% (p < 0.001), respectively, while the ESS count 3 years post diagnosis was 0.49, 0.68 and 0.80, respectively. Conclusions The prevalence of CRSwNP showed a significant increase in the recent decade in Finland. Comorbid asthma, and in particular severe asthma, increased the probability of receiving systemic corticosteroids and undergoing ESS. Thus, improved management of CRSwNP in patients with comorbid asthma is urgently needed.
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Affiliation(s)
- Sanna Toppila‐Salmi
- Department of AllergologyDepartment of Pulmonary Medicine, Heart and Lung CenterSkin and Allergy HospitalHelsinki University Hospital and University of HelsinkiHelsinkiFinland
| | | | | | | | | | | | - Lauri Lehtimäki
- Faculty of Medicine and Health TechnologyTampere University Respiratory Research GroupTampere UniversityTampereFinland
- Allergy CentreTampere University HospitalTampereFinland
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Nuutinen M, Haukka J, Virkkula P, Torkki P, Toppila-Salmi S. Using machine learning for the personalised prediction of revision endoscopic sinus surgery. PLoS One 2022; 17:e0267146. [PMID: 35486626 PMCID: PMC9053825 DOI: 10.1371/journal.pone.0267146] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 04/03/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Revision endoscopic sinus surgery (ESS) is often considered for chronic rhinosinusitis (CRS) if maximal conservative treatment and baseline ESS prove insufficient. Emerging research outlines the risk factors of revision ESS. However, accurately predicting revision ESS at the individual level remains uncertain. This study aims to examine the prediction accuracy of revision ESS and to identify the effects of risk factors at the individual level. METHODS We collected demographic and clinical variables from the electronic health records of 767 surgical CRS patients ≥16 years of age. Revision ESS was performed on 111 (14.5%) patients. The prediction accuracy of revision ESS was examined by training and validating different machine learning models, while the effects of variables were analysed using the Shapley values and partial dependence plots. RESULTS The logistic regression, gradient boosting and random forest classifiers performed similarly in predicting revision ESS. Area under the receiving operating characteristic curve (AUROC) values were 0.744, 0.741 and 0.730, respectively, using data collected from the baseline visit until six months after baseline ESS. The length of time during which data were collected improved the prediction performance. For data collection times of 0, 3, 6 and 12 months after baseline ESS, AUROC values for the logistic regression were 0.682, 0.715, 0.744 and 0.784, respectively. The number of visits before or after baseline ESS, the number of days from the baseline visit to the baseline ESS, patient age, CRS with nasal polyps (CRSwNP), asthma, non-steroidal anti-inflammatory drug exacerbated respiratory disease and immunodeficiency or suspicion of it all associated with revision ESS. Patient age and number of visits before baseline ESS carried non-linear effects for predictions. CONCLUSIONS Intelligent data analysis identified important predictors of revision ESS at the individual level, such as the frequency of clinical visits, patient age, Type 2 high diseases and immunodeficiency or a suspicion of it.
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Affiliation(s)
- Mikko Nuutinen
- Haartman Institute, University of Helsinki, Helsinki, Finland
- Nordic Healthcare Group, Helsinki, Finland
| | - Jari Haukka
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Paula Virkkula
- Department of Otorhinolaryngology-Head and Neck Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Paulus Torkki
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Sanna Toppila-Salmi
- Haartman Institute, University of Helsinki, Helsinki, Finland
- Skin and Allergy Hospital, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
- * E-mail:
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Millarelli S, Loperfido A, Mammarella F, Giorgione C, Celebrini A, Del Ninno M, Bellocchi G. A Practical Clinical Protocol for Monitoring Patients with Severe Uncontrolled Chronic Rhinosinusitis with Nasal Polyposis Treated with Biologics. ALLERGY & RHINOLOGY 2022; 13:21526567221074335. [PMID: 35127200 PMCID: PMC8808004 DOI: 10.1177/21526567221074335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objectives: Chronic rhinosinusitis with nasal polyposis (CRSwNP) is a pathological condition which leads to high healthcare-related costs and low quality of life for patients. The introduction of new biological therapies (monoclonal antibodies, MAbs) in CRSwNP patients has allowed new therapeutic options for non-responders to conventional therapies and Dupilumab represents the first approved biological agent. The aim of this paper is to provide a practical clinical multidisciplinary protocol which might help clinicians involved in this field to monitor the clinical outcomes. Methods: Our centre of Rhinology and Rhino-Allergology has developed a dedicated collection form to observe the outcomes of patients treated with Dupilumab. Our research started from the indications given in EPOS 2020 as main reference. We then implemented these references in an electronic database trying to apply Evidence Based Medicine (EBM) in current clinical practice. Results: The result consists of three parts: an anamnestic collection data, a clinician reported outcome and two patient reported outcomes (PROMs) questionnaire, the visual analogue scale (VAS) and the Sino-Nasal Outcome Test-22 (SNOT-22). The tables we propose should provide an adequate correlation with the patients’ adherence to therapy and their treatment outcomes. Such periodical evaluation (after a month, after 3 months, after 6 months and at one year) should quickly allow to monitor if the patient is correctly assuming the therapy and the eventual objective improvements. Conclusions: We propose a practical monitoring protocol formulated to analyse both objective and subjective aspects of patients with severe uncontrolled CRSwNP treated with MAbs, thus helping to define in future a better comparison between the clinical results of different institutes.
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Li H, Wang Y, Wang J. Th17/Treg cells regulated by interleukin 6 in the pathogenesis of chronic rhinosinusitis with nasal polyps. Eur Arch Otorhinolaryngol 2021; 279:3493-3501. [PMID: 34761301 DOI: 10.1007/s00405-021-07163-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 10/27/2021] [Indexed: 10/19/2022]
Abstract
PURPOSE To be investigated whether Th17/Treg cells regulated by Interleukin-6 in the pathogenesis of chronic rhinosinusitis with nasal polyps. METHODS The distributions of Th17 and Treg cells in peripheral blood mononuclear cells (PBMCs) and tissues got from 46 CRSwNP patients and 14 controls were evaluated. Th17 and Treg cells and cells-related cytokines in serum were assessed in means of cytometric bead array (CBA) multiplex assays and enzyme-linked immunosorbent assays (ELISAs). Spleen cells were isolated from spleen of 20 normal BALB/c mice (male), isolated and purified with CD4 antibody immunomagnetic bead kit. CD4+ cells were divided into three groups, including TGF-β1, TGF-β1+ IL-6 and control (PBS). Treg and Th17 cells and cells related cytokines were detected by flow cytometry (FCM) after collecting spleen cells. The level of IL-10 and IL-17 in supernatant was measured by ELISA. RESULTS Th17/Treg ratio and the level of IL-6 in both ECRSwNP (P < 0.05) and non-ECRSwNP (P < 0.05) were significantly increased when compared with control group, these were consistent with the previous findings. Experiments in vitro suggested that the level of Th17 cells in IL-6+ TGF-β1 group was significantly increased than TGF-β1 group and control group (P < 0.05). The ratio of cells expressed RoRγt in IL-6+ TGF-β1 group was much higher than TGF-β1 group (P < 0.05). CONCLUSION IL-6 might regulate the function of Th17 and Treg cells and the Th17/Treg ratio and have a role in the pathogenesis of CRSwNP.
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Affiliation(s)
- Haiyang Li
- Department of Otorhinolaryngology, Head and Neck Surgery, Beijing Chaoyang Hospital, Capital Medical University, No. 8 Gongti South Road, Chaoyang District, Beijing, 100020, People's Republic of China
| | - Yongle Wang
- Department of Otorhinolaryngology, Head and Neck Surgery, Beijing Chaoyang Hospital, Capital Medical University, No. 8 Gongti South Road, Chaoyang District, Beijing, 100020, People's Republic of China
| | - Jianting Wang
- Department of Otorhinolaryngology, Head and Neck Surgery, Beijing Chaoyang Hospital, Capital Medical University, No. 8 Gongti South Road, Chaoyang District, Beijing, 100020, People's Republic of China.
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