Clustering of chronic rhinosinusitis symptomatology reveals novel associations with objective clinical and demographic characteristics

Using Machine Learning Models to Diagnose Chronic Rhinosinusitis: Analysis of Pre-Treatment Patient-Generated Health Data to Predict Cardinal Symptoms and Sinonasal Inflammation

BackgroundThe diagnosis of chronic rhinosinusitis (CRS) relies upon patient-reported symptoms and objective nasal endoscopy and/or computed tomography (CT) findings. Many patients, at the time of evaluation by an otolaryngologist or rhinologist, lack objective findings confirming CRS and do not have this disease.ObjectiveWe hypothesized that a machine learning model (MLM) could predict probable CRS using patient-reported data acquired prior to rhinologist-directed treatment. We leveraged patient-generated health data using a machine learning approach to predict: (1) the primary endpoint of sinonasal inflammation on CT evidenced by a Lund-Mackay score (LMS) ≥ 5 and (2) the secondary endpoint of LMS ≥ 5 and ≥2 cardinal symptoms of CRS.Methods543 patients were evaluated at a tertiary care rhinology clinic and subsequently underwent CT imaging with LMS. Patient-reported outcome measures and additional patient data were collected via an electronic platform prior to in-person evaluation. Three MLMs, a random forest classifier, a deep neural network, and an extreme gradient Boost (XGBoost) algorithm, were trained on predictors drawn from patient-generated health data and tested on a naïve test set (90:10 training:test set split). Cross-validation was executed, and model performance compared between algorithms and with linear regression techniques.Results57 predictors were extracted from the patient-generated health data. The best model (XGBoost) achieved an area-under-the-curve (AUC) of 71.3% (accuracy 74.5%, sensitivity 38.9%, specificity 91.9%) in predicting the primary endpoint, and an AUC of 79.8% (accuracy 85.5%, sensitivity 36.4%, specificity 97.7%) in predicting the secondary endpoint. This exceeded the performance of a linear regression model.ConclusionA MLM using patient-generated health data accurately predicted patients with probable CRS (≥2 cardinal symptoms and LMS ≥ 5). With further validation on a larger cohort, such a tool could potentially be used by otolaryngologists to inform clinical utility of diagnostic imaging and for screening prior to subspecialty Rhinology referral.

Relevance of the LOEM Classification in Chronic Rhinosinusitis Management: A Retrospective Analysis of Surgical Outcomes

BACKGROUND

The lack of a standardized framework for defining endoscopic sinus surgery (ESS) in chronic rhinosinusitis (CRS) has led to ambiguity and inconsistency in surgical descriptions. This study evaluates the recently described lamella ostium extent mucosa (LOEM) classification's usefulness, aiming to solidify its role in enhancing clinical decision-making and the reproducibility of surgical studies.

METHODS

A nonrandomized retrospective study compared CRS patients who underwent ESS, categorized into four groups based on LOEM. Baseline characteristics, disease severity, and QoL were compared at baseline and 2 years postsurgery. Predictors of clinically meaningful improvements in QoL were assessed using linear and logistic regression models, analyzing changes in the Sinonasal Outcome Test (SNOT)-22. Additionally, a subgroup analysis evaluated QoL outcomes specific to different clinical phenotypes and the ESS type (t) performed.

RESULTS

305 patients were analyzed, with significant baseline differences across ESS groups, showing increasing disease severity and comorbidities from t1 to t4 surgeries. The t4 ESS showed the greatest postoperative improvements in SNOT-22, nasal polyp score, and Lund Mackay scale. Multivariate regression confirmed t4 ESS as a significant predictor of greater QoL improvements and higher responder rates (OR = 8.49, p = 0.036). Subgroup analyses found that prior ESS negatively impacted outcomes, while t4 ESS was more effective across CRS phenotypes, except in exclusive atopy, where t3 ESS proved superior.

CONCLUSIONS

The LOEM classification correlates surgical complexity with disease burden. The t4 ESS demonstrated superior clinical outcomes, particularly in CRS patients with poorly controlled asthma, severe N-ERD, or several prior ESS. These findings underscore the importance of personalized surgical planning and the potential utility of the LOEM system in optimizing patient outcomes.

Is SNOT-22 a Reliable Tool During Periods of High Stress? A Retrospective Cohort Study

OBJECTIVE

To assess the impact of a major crisis, such as the October 7, 2023, terror attack, on SNOT-22 scores, especially the extra-rhinologic subdomains.

METHODS

This retrospective cohort study was conducted at the Rhinology Clinic in a Tertiary University Hospital. Patients who visit our Rhinology Clinic routinely complete the SNOT-22, a widely employed questionnaire designed for evaluating health-related quality of life in individuals with rhinologic conditions. Patients were divided into two groups: 5 weeks before the October 7 terror attack and 5 weeks after. Primary outcomes for analyses included the Sedaghat Subdomain model of the SNOT-22. Descriptive analysis and Welch's t-test were used to compare SNOT-22 subdomain scores between groups.

RESULTS

A total of 159 patients completed the SNOT-22 questionnaire, with 60 before and 99 after October 7, 2023. A general decrease in average scores was observed across all subdomains, with a significant decrease in the Nasal subdomain (p = 0.0388). Subgroup analysis showed an increase in the Ear/Facial subdomain in Arabic and the Sleep and Function subdomains in English, though not statistically significant. In sex-based sub-analysis, female patients showed a significant decrease in the Emotions subdomain.

CONCLUSION

Our study was unable to establish a direct link between the terror attack and specific SNOT-22 subdomains. However, the observed trends suggest that SNOT-22 may display variability or unreliability when used during periods of high stress.

LEVEL OF EVIDENCE

3 Laryngoscope, 135:1309-1314, 2025.

Perioperative adjuvant therapy with short course of dupilumab with ESS for recurrent CRSwNP

BACKGROUND

Chronic rhinosinusitis with nasal polyposis (CRSwNP) is associated with a high rate of disease recurrence following endoscopic sinus surgery (ESS). Type 2 disease is associated with a higher incidence of recurrence and is believed to impact disease resolution via interference with epithelial healing and pathogen immunity. We wished to verify if perioperative control of Type 2 inflammation with an anti-IL4/IL13 targeting monoclonal antibody and during the resolution period following surgery leads to better control of the disease long term.

METHODS

In this prospective, placebo-controlled, double-blinded trial. Thirty adult subjects with recurrent CRSwNP underwent ESS plus or minus 14 weeks of perioperative dupilumab, initiated 4 weeks (two injections) pre-ESS. Subjective and objective parameters of nasal patency, olfaction, quality of life (QoL), and adverse events were monitored up to 52 weeks post-ESS. Microbiological culture was performed to characterize pathogens colonization under both conditions.

RESULTS

ESS safely improved subjective and objective measures of nasal patency, olfaction, and QoL in both groups. Olfaction was conserved longer in the dupilumab-treated group, with 33.3% of subjects presenting anosmia at 12 months after ESS in the dupilumab group compared to 50.0% with placebo. This was associated with persistent decreases in serum IgE, which were not seen with placebo treatment. No unusual safety signals were observed.

CONCLUSION

Short-course adjuvant perioperative treatment with dupilumab is associated with improved long-term olfactory outcomes and persistent lowering of serum IgE.

Correlation of sino-nasal outcome test and nasal polyp score in dupilumab-treated chronic rhinosinusitis with nasal polyps

BACKGROUND

The alignment between objective scores and patient-reported outcome measures (PROMs) is underexplored. This study aimed to assess changes in Nasal Polyp Score (NPS) and Sino-Nasal Outcome Test (SNOT) scores in chronic rhinosinusitis with nasal polyps (CRSwNP) patients undergoing dupilumab treatment and explore correlations between these scores.

METHODS

CRSwNP patients received dupilumab therapy for six months. SNOT-20 German Adapted Version (GAV)/SNOT-22 scores were assessed weekly, and NPS was measured at baseline and after one, three, and six months. Correlations were analyzed using Spearman's rank correlation and regression analysis.

RESULTS

69 patients were included. After one, three and six months of dupilumab therapy, SNOT and NPS scores improved significantly. Correlation analysis of SNOT and NPS showed significant correlations only within the nasal subscores, along with a weak trend for SNOT-20. Absolute changes over time lacked significance. However, correlation analysis revealed significant associations between relative changes in SNOT score and NPS, irrespective of timing, and when stratified by baseline NPS of 8, 6, and 4 (r = -0.54, p = 0.01; r = -0.44, p < 0.001; r = -0.7, p < 0.001). This was supported by linear regression modeling, suggesting potential predictive capability of NPS reduction on relative SNOT score improvement.

CONCLUSION

Dupilumab therapy significantly improved subjective and objective CRSwNP scores, exhibiting weak correlations in absolute values for nasal subscores. Furthermore, evidence indicated a correlation between relative changes in SNOT score and NPS, substantiated by predictive capability. This might be due to subjective perception variability, highlighting the suitability of relative change correlation analysis.

Search for medical information for chronic rhinosinusitis through an artificial intelligence ChatBot

Objectives

Artificial intelligence is evolving and significantly impacting health care, promising to transform access to medical information. With the rise of medical misinformation and frequent internet searches for health-related advice, there is a growing demand for reliable patient information. This study assesses the effectiveness of ChatGPT in providing information and treatment options for chronic rhinosinusitis (CRS).

Methods

Six inputs were entered into ChatGPT regarding the definition, prevalence, causes, symptoms, treatment options, and postoperative complications of CRS. International Consensus Statement on Allergy and Rhinology guidelines for Rhinosinusitis was the gold standard for evaluating the answers. The inputs were categorized into three categories and Flesch-Kincaid readability, ANOVA and trend analysis tests were used to assess them.

Results

Although some discrepancies were found regarding CRS, ChatGPT's answers were largely in line with existing literature. Mean Flesch Reading Ease, Flesch-Kincaid Grade Level and passive voice percentage were (40.7%, 12.15%, 22.5%) for basic information and prevalence category, (47.5%, 11.2%, 11.1%) for causes and symptoms category, (33.05%, 13.05%, 22.25%) for treatment and complications, and (40.42%, 12.13%, 18.62%) across all categories. ANOVA indicated no statistically significant differences in readability across the categories (p-values: Flesch Reading Ease = 0.385, Flesch-Kincaid Grade Level = 0.555, Passive Sentences = 0.601). Trend analysis revealed readability varied slightly, with a general increase in complexity.

Conclusion

ChatGPT is a developing tool potentially useful for patients and medical professionals to access medical information. However, caution is advised as its answers may not be fully accurate compared to clinical guidelines or suitable for patients with varying educational backgrounds.Level of evidence: 4.

Patterns of Olfactory Impairment Among Patients with Uncontrolled Chronic Rhinosinusitis

OBJECTIVES

Self-reported olfactory dysfunction is an assessment component criterion for chronic rhinosinusitis (CRS) disease control of the European Position Paper on Rhinosinusitis and Nasal Polyps (EPOS). No studies have objectively explored olfactory function across different psychophysical olfactory domains among patients with uncontrolled CRS. We aimed to investigate the patterns of olfactory impairment in patients with uncontrolled CRS with Sniffin' Sticks test.

METHODS

A total of 79 patients with CRS were prospectively recruited and assessed for disease control based on the EPOS criteria. Sniffin' Sticks test scores, olfactory cleft computed tomography (CT) scores, olfactory cleft endoscopy scale (OCES), questionnaire of olfactory disorders-negative statements (QOD-NS), and sinonasal outcome test-22 (SNOT-22) were obtained. Multiple logistic regression was applied to explore risk factors of uncontrolled CRS.

RESULTS

Twenty-six percent of patients with CRS presented with uncontrolled status. The odor threshold (OT) (p = 0.005), odor identification (OI) (p = 0.041), and thresholds-discrimination-identification (TDI) (p = 0.029) scores were significantly lower in patients with uncontrolled CRS when compared with patients with controlled CRS. Furthermore, patients with uncontrolled CRS presented with a significantly increased percentage of anosmia (p = 0.014), olfactory cleft CT score (p = 0.038), OCES (p = 0.016), QOD-NS(p = 0.008), and SNOT-22 (p < 0.001) scores than patients with controlled CRS. After adjusting for patient demographics, as for the subdomain of olfaction, only the OT score was an independent risk factor for uncontrolled CRS (odds ratio = 0.604; p = 0.030). The OT scores less than 5.950 were the best predictor of uncontrolled CRS.

CONCLUSION

Patients with uncontrolled CRS demonstrated distinct patterns of olfactory impairment, and a reduced olfactory threshold was highly associated with uncontrolled CRS.

LEVEL OF EVIDENCE

3 Laryngoscope, 134:2341-2348, 2024.

Correlation of patient reported outcome measures with endoscopic findings in pediatric chronic adenoiditis and chronic rhinosinusitis

BACKGROUND

Studies in adult chronic rhinosinusitis (CRS) showed poor correlation between patient reported outcome measures (PROMs) and objective findings. Our goal is to study the correlation between the sinus and nasal quality of life (SN-5) and the 22-items sinonasal outcome test (SNOT-22) surveys with endoscopy findings in children with chronic adenoiditis (CA) and CRS.

METHODS

Cross-sectional study of all pediatric patients (age 2-18) presenting for CA or CRS was performed. Patients and caregivers were asked to fill the SN-5 and SNOT-22 questionnaires at initial and follow up visits. Demographics and comorbidities were collected. Objective findings included endoscopy Modified Lund-Kennedy (MLK) scores and adenoid tissue size.

RESULTS

124 children were included, with mean age of 9.9 years (SD = 4.8) and 46.8% female. 36.3% had allergic rhinitis, 23.4% had asthma, and 4% had obstructive sleep apnea. Moderate correlation was found between the rhinologic domain of SNOT-22 and MLK scores (r = 0.36, p = 0.001) and between SN5 scores and adenoid size in all patients (r = 0.39, p < 0.001). SNOT-22 scores showed moderate correlation with adenoid size (r = 0.42, p < 0.001) more specifically in CA patients (r = 0.54, p < 0.001). The correlation of SN5 and MLK scores were higher in children with allergic rhinitis or asthma. The correlation between SN5 and adenoid size was lower in children with allergic rhinitis or asthma.

CONCLUSION

There is discrepancy between the subjective measures and the objective findings in children with CA or CRS. The physical exam findings may not reflect the effect of CRS on the quality of life of children.

Gender Differences in Quality of Life of Adolescent Patients With Chronic Rhinosinusitis

OBJECTIVES

To identify the differences in the impact of chronic rhinosinusitis (CRS) between female and male adolescent patients at presentation.

STUDY DESIGN

Cross sectional study.

METHODS

Adolescent patients, age 12 to 18 years old, presenting to our Otolaryngology clinic between August 2020 and April 2023 for CRS were asked to fill both the SNOT-22 and the SN5 forms. Female and male cohorts were compared regarding their demographics, comorbidities, subjective and objective disease measurements, and choice of treatment.

RESULTS

Sixty-six patients were included, 30 female and 36 male patients. There were no differences in age, allergic rhinitis, asthma, obstructive sleep apnea, presence of nasal septal deviation, and objective disease severity (P > .05 for all). At presentation, mean overall SNOT-22, ear/facial, sleep, and psychological domains were all higher in female patients (43vs 30.9, P = .02; 9.1vs 6, P = .03; 11.8vs 8.3, P = .07; 14.1vs 8.8, P = .02 respectively). SN5 scores and overall QoL visual analog scale were similar in females and males.

CONCLUSION

Female patients with CRS show higher subjective disease burden. Incorporating data on gender-specific differences may be important to personalize treatment decision making.

[A comparative study of the effectiveness of azoximer bromide and surgery on the quality of the life of patients with chronic rhinosinusitis without nasal polyps]

OBJECTIVE

The aim of this study was to compare the effects of azoximer bromide and surgery on the quality of life of patients with chronic rhinosinusitis (CRS) without polyps. We also wanted to examine changes in the patient's emotional state and the nature of their complaints.

MATERIAL AND METHODS

The results of using the Visual Analogue Scale (VAS) and the Sino-Nasal Outcome Test-22 (SNOT-22) questionnaire in patients with CRS without severe or moderate-severe polyps, before treatment and 3 months after treatment, are presented. Patients, depending on their choice, were treated with functional endoscopic intervention or a course of 6 mg/ml azoximer bromide (1 ml per day, a course of at least 10 days).

RESULTS

The median [interquartile range] score for VAS in patients before azoximer bromide treatment was 6.7 [6.3; 7.05] points, after treatment 4.2 [3.50; 4.70] points. The median [interquartile range] of VAS scores in patients before surgical treatment was 6.4 [6.1; 6.9] points, and after 4.8 [4.50; 5.30] points. The median [interquartile range] of the SNOT-22 score before azoximer bromide treatment was 33 [32; 36] points, after treatment - 24 [22; 25] points. The median [interquartile range] of the SNOT-22 score before surgery was 34 [32; 36] points, after treatment - 19 [18; 21.25] points.

CONCLUSION

Azoximer bromide treatment and surgery improve the quality of life of patients with CRS (according to the visual analog scale and all SNOT-22 domains) during a control survey after 3 months (p<0.001). Surgical treatment has a stronger impact on the quality of life, which is more noticeable in the influence on the domains "Rhinological symptoms", "Extranasal symptoms", "Ear/facial symptoms" (p<0.05). According to the domains "Psychological dysfunction", "Sleep dysfunction", surgical intervention had no advantages in affecting the quality of life, compared with taking azoximer bromide (p<0.05).

Evaluation of Sinonasal Outcome Test (SNOT-22) Domains in the Assessment of the Quality of Life in Patients with Nasopharyngeal Carcinoma

Background

Few instruments are available for assessing the otorhinologic-related quality of life (QOL) in nasopharyngeal carcinoma (NPC) patients. Therefore, we evaluated whether the 22-item Sinonasal Outcome Test (SNOT-22) could be applied to these patients.

Methods

Patients diagnosed with NPC, who had been treated with standard protocol and followed up in our institute between 2019 and 2022, were invited to join the cross-sectional study during their clinic visits. All participants completed the SNOT-22 and Eustachian Tube Dysfunction Questionnaire-7 once they were recruited. Confirmatory factor analysis (CFA) was performed to decide the most suitable model for the underlying SNOT-22 subdomains, along with various validity and reliability tests.

Results

We identified a total of 275 patients, with 84 (30.5%) women and 191 (69.5%) men. The mean age was 54.1 years (standard deviation: 11.2). Among these patients, 171 (62.1%) were in late stages, and 260 (94.5%) received chemoradiotherapy as treatment. The median interval between primary RT treatment and questionnaire completion was 50 months (interquartile range: 29-93). CFA supported a five-factor model for the SNOT-22 for NPC patients, including nasal, ear/facial, sleep, function, and emotion domains. The internal consistency and test-retest reliability of the SNOT-22 domain score were good. In addition, known-group validity was good for the SNOT-22 total score and domain scores according to the disease recurrence status.

Conclusion

Psychometric analyses supported the reliability and validity of a five-domain SNOT-22 for assessing otorhinologic-related QOL in NPC patients.

Association of Sinonasal Computed Tomography Scores to Patient-Reported Outcome Measures: A Systematic Review and Meta-analysis

OBJECTIVE

To perform a systematic review of proposed sinus computed tomography (CT) scoring systems and determine their association with patient-reported outcome measures (PROMs).

DATA SOURCES

PubMed, CINAHL, Scopus, and Cochrane Library.

REVIEW METHODS

A systematic search was conducted following the PRISMA guidelines (Preferred Reporting Items for Systematic Reviews and Meta-analyses) for studies describing CT scores and PROMs in patients with chronic rhinosinusitis.

RESULTS

A total of 144 studies were included. Out of 20,741 patients, 53.6% were male and 55.5% had nasal polyposis. A meta-analysis of correlations revealed a moderate correlation between Lund-McKay (LM) and the 22-item Sinonasal Outcome Test (SNOT-22; r = 0.434, P < .001) and a weaker correlation between LM and the 20-item Sinonasal Outcome Test (SNOT-20; r = 0.257, P = .039). Meta-regression also revealed a weak association between LM and SNOT-20 (n = 25 studies) but no significant associations between Zinreich score and SNOT-22 or LM scores and PROMs, including SNOT-22 (n = 94 studies), Rhinosinusitis Disability Index (n = 25), nasal obstruction visual analog scale (n = 15), Chronic Sinusitis Survey (n = 12), Total Nasal Symptom Score (n = 4), Total Symptom Score (n = 3), and 12-Item Short Form Health Survey (n = 3).

CONCLUSION

There is essentially little association between radiologic grade and PROMs. CT grading systems with improved clinical utility are needed.

Sex Differences in Presentation and Surgical Outcomes From a Prospective Multicenter Chronic Rhinosinusitis Study

OBJECTIVE

Despite extensive research into chronic rhinosinusitis (CRS) epidemiology, presentation, and outcomes, there is scant knowledge on sex-specific differences. The objective of this study was to identify differences between male and female patients with CRS in baseline disease severity at presentation, choice for surgery vs continued medical treatment, and postoperative response.

STUDY DESIGN

We evaluated data on demographic and health characteristics, clinical objective disease measures, and sinus-specific and general health patient-reported outcome measures.

SETTING

Secondary analysis of prospective multicenter outcome study.

METHODS

Comparison of cohort characteristics and baseline and postoperative measures was performed with a t test, chi-square test of independence, or Fisher exact test. Within-subject improvement was compared between sexes with a linear mixed model.

RESULTS

Females reported worse quality of life on presentation and postsurgery, despite experiencing less severe disease by standard clinical measures. Overall, females and males showed similar within-subject improvement after surgery. However, certain quality of life domains and disease measures showed sex-specific improvement. Females demonstrated greater within-subject improvement in SF6D-derived health utility and the SNOT-22 ear and facial, psychological, and sleep subdomains, although this did not reach statistical significance for the overall cohort.

CONCLUSION

Incorporating data on sex-specific differences may be important to personalize CRS treatment decision making. The discordance between patient-reported and clinical measures in CRS has been demonstrated in other pathologies and appears to be exaggerated by sex. Biological and psychological bases for sex-specific differences in CRS manifestations are an intriguing topic for further research.

Prevalence of Depression and Anxiety in Patients With Chronic Rhinosinusitis: A Systematic Review and Meta-analysis

OBJECTIVE

We performed a meta-analysis and estimated the prevalence of depression and anxiety and their related factors among patients with chronic rhinosinusitis (CRS).

DATA SOURCES

PubMed, Embase, Web of Science, Cochrane Library, CINAHL, PsycINFO, and CBM databases.

REVIEW METHODS

A systematic search was performed for relevant studies published before August 17, 2021. A random effects model was used to estimate the prevalence of depression and anxiety. Subgroup analysis was performed by continent or region, study setting, sex, sample size, diagnosis, and assessment method.

RESULTS

Twenty-two articles covering 40,956 patients were included in the meta-analysis. The pooled crude prevalence estimates of depression and anxiety were 25.2% (95% CI, 20.9%-29.6%) and 28.9% (95% CI, 16.1%-41.6%), respectively. Subgroup analyses revealed the following: (1) continent or region, study setting, sex, sample size, depression assessment method, and CRS diagnosis were significantly correlated with the prevalence of depression, and (2) continent or region, study setting, sample size, anxiety assessment method, and CRS diagnosis were significantly correlated with the prevalence of anxiety. Meta-regression analysis revealed that study setting and sample size were negatively associated with the pooled prevalence of depression. In contrast, CRS diagnosis and anxiety assessment method were positively associated with the pooled prevalence of anxiety.

CONCLUSION

Depression and anxiety are common in patients with CRS, especially among clinics. Therefore, in patients with CRS, screening and early diagnosis of depression and anxiety are necessary for prevention and treatment.

Association of computed tomography scores to psychophysical measures of olfaction: A systematic review and meta-analysis

BACKGROUND

While various sinus computed tomography (CT) scoring systems have been proposed and used in the literature, no single system has been identified as superior. The strength of associations between CT scoring systems and measures of olfaction also remains unclear.

METHODS

A systematic review of PubMed, CINAHL, Scopus, and the Cochrane Library was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Studies that reported both CT scores and measures of olfaction in a cross-sectional manner were included.

RESULTS

A total of 37 studies were eligible for meta-analysis. Of 8035 patients with chronic rhinosinusitis, 55.6% were male patients and 53.2% had chronic rhinosinusitis with nasal polyps. Analysis by meta-regression was performed of Lund-Mackay (LM) versus Smell Identification Test-40 (SIT-40; 12 studies), Brief Smell Identification Test (BSIT; 10 studies), Sniffin' Sticks (SS; 10 studies), and Toyota & Takagi (T&T) olfactometry (four studies). A significant moderate association was found between LM and SIT-40 (R²  = 0.612, p < 0.001) and LM and SS (R²  = 0.612, p < 0.001). An association between LM and BSIT approached significance (R²  = 0.461, p = 0.054). No significant associations were noted between LM and T&T olfactometry and between LM and SS when stratified by nasal polyp status.

CONCLUSION

There is a significant moderate association of current CT scoring systems to SIT-40 and SS. Further research should focus on associations of objective measures of olfaction to CT scores of the nasal cavity, sinuses, and olfactory cleft, as well as other disease markers.

Quality of life in CRSwNP: evaluation of ACCESS and Lund-Mackay computed tomography scores versus the QoL questionnaire

PURPOSE

Recently, a new CT scan classification of the extent of previous endoscopic sinus surgery called The Amsterdam Classification of Completness of Endoscopic Sinus Surgery (ACCESS) was published. The aim of this study was to investigate possible associations between traditionally used Lund-Mackay CT score and ACCESS score and their possible relationship to pre- and postoperative quality of life in a narrowly defined group of patients with recurrent CRSwNP.

METHODS

Forty-nine patients who underwent a revision ESS for CRSwNP were enrolled in a retrospective study. CT imaging scans were evaluated, LM and ACCESS scores determined. All patients completed the validated Czech version of the SNOT-22 questionnaire before and 6 months after surgery. The correlation between the two CT scores and the QoL questionnaire was tested using Pearson's correlation tests.

RESULTS

No correlation was demonstrated between LM scores and patient-based SNOT-22 scores neither preopratively nor postoperatively (r = - 0.0580; p = 0.918 and r = 0.0252; p = 0.8634, respectively. Similarly, no correlation was found between the ACCESS score and SNOT-22 before and after surgery (r = - 0.1988; p = 0.1708 and r = - 0.943; p = 0.5193, respectively). No linear relationship was demonstrated between the LM score and the ACCESS score (r = 0.075; p = 0.6053).

CONCLUSIONS

The results show that even the CT score evaluating the completeness of previous procedures has no linear relationship to the quality of life preoperatively and cannot serve as a predictor for the outcomes of surgical treatment. This study also confirms that ACCESS evaluates a different aspect of the radiological finding than the traditionally used LM score.

Dedicated Olfaction and Taste Items do not Improve Psychometric Performance of the SNOT-22

Objective

Previous work has shown the chemosensory dysfunction item of the 22‐item Sinonasal Outcome Test (SNOT‐22) that assesses problems with “taste/smell” has poor psychometric performance compared with other items on the SNOT‐22, which we have hypothesized is due to the simultaneous assessment of two different senses. Our aim was to determine whether distinct smell and taste items in the SNOT‐22 would improve psychometric performance.

Methods

One hundred and eighty‐one CRS patients were recruited and completed the SNOT‐22. Additional items querying problems with the senses of “smell” and “taste,” using the same response scale and recall period were given to study participants. Item response theory (IRT) was used to determine IRT parameters, including item discrimination, difficulty, and information provided by each SNOT‐22 item.

Results

Confirming previous studies, the chemosensory item of the SNOT‐22 (reflecting “taste/smell”) had poor psychometric performance. Use of a distinct smell or taste item instead of the combined “taste/smell” item did not improve psychometric performance. However, a dedicated smell question resulted in a left shift of threshold parameters, showing that the dedicated smell item better captures moderate CRS disease burden than the original taste/smell item of the SNOT‐22, which by virtue of near‐identical IRT parameters appears to more greatly reflect problems with taste.

Conclusions

A dedicated smell‐ or taste‐specific item, rather than the combined “taste/smell” item currently in the SNOT‐22 does not provide significantly greater psychometric performance. However, a dedicated smell item may better capture moderate CRS disease burden compared with the current chemosensory item on the SNOT‐22. Laryngoscope, 132:1644–1651, 2022

Utility of Visual Analog Scale of Subdomain Scores of the 22-Item Sinonasal Outcome Test in Chronic Rhinosinusitis

The burden of chronic rhinosinusitis (CRS) symptomatology is frequently measured with the 22-item Sinonasal Outcome Test (SNOT-22). In some situations, such as when there is need for frequent sampling, a full SNOT-22 may be impractical, and an abbreviated measure may be useful. Herein, we study 4 questions reflecting the 4 SNOT-22 subdomains as accurate reflections of SNOT-22 content. In total, 250 patients with CRS completed a SNOT-22 and answered 4 questions about their total nasal symptoms, poor sleep quality, ear/facial pain, and mood (reflecting SNOT-22 subdomains) using visual analog scales (VASs). The 4 SNOT-22 subdomain VAS scores each correlated strongly with the corresponding SNOT-22 subdomain scores. The sum of the 4 subdomain question VAS scores was highly correlated with the total SNOT-22 score (r = 0.77, P < .001). This preliminary study suggests information from the SNOT-22 may be ascertained through 4 questions reflecting the 4 SNOT-22 subdomains, although further validation is needed.

Depression and Anxiety: Considerations for Interpretation of the SNOT-22 (22-Item Sinonasal Outcome Test)

OBJECTIVE

The objective of this study was to determine whether depression and anxiety symptoms affect and confound scoring on the 22-item Sinonasal Outcome Test (SNOT-22), a commonly used outcome measure for chronic rhinosinusitis.

STUDY DESIGN

Prospective cross-sectional.

SETTING

Tertiary care academic center.

METHODS

240 participants completed the SNOT-22, from which nasal, sleep, ear/facial pain, and emotional subdomain scores were calculated. They also completed the 8-item Patient Health Questionnaire (PHQ-8) as a reflection of depression symptoms and 7-item Generalized Anxiety Disorder (GAD-7) questionnaire as a reflection of anxiety symptoms. Correlations were calculated between the 4 SNOT-22 subdomains and the PHQ-8 and GAD-7. Additionally, the predictive ability of subdomains and individual items of the SNOT-22 to predict depression and anxiety was calculated.

RESULTS

The SNOT-22 sleep and emotional subdomains most strongly correlated with the PHQ-8 and the GAD-7. The emotional and sleep subdomain scores were predictive of having depression or anxiety. An emotional subdomain score ≥4 had 62.5% sensitivity and 90.1% specificity for detecting depression and 78.8% sensitivity and 88.9% specificity for detecting anxiety. A sleep subdomain score ≥21 had 81.2% sensitivity and 71.4% specificity for detecting depression and 87.9% sensitivity and 68.6% specificity for detecting anxiety. The emotional subdomain item related to sadness and the sleep subdomain items related to functional impairment were most predictive of depression and anxiety.

CONCLUSION

The SNOT-22 emotional and sleep subdomain scores may be used to predict active depression and anxiety symptoms, especially when items related to sadness or functional impairment are scored with moderate burden.

Development of Sinonasal Outcome Test (SNOT-22) Domains in Chronic Rhinosinusitis With Nasal Polyps

Objectives/Hypothesis

The 22‐item Sinonasal Outcome Test (SNOT‐22) is a validated chronic rhinosinusitis health‐related quality‐of‐life outcome (HRQoL) measure; however, SNOT‐22 domains have not been validated specifically for chronic rhinosinusitis with nasal polyps (CRSwNP).

Study Design

Validation of SNOT‐22 domain structure, using data from 3 randomized, placebo‐controlled, double‐blinded, multicenter clinical trials of dupilumab in adults with moderate‐to‐severe CRSwNP.

Methods

Preliminary dimensional structure was derived by exploratory factor analyses of SNOT‐22 data from a phase 2 trial (NCT01920893) of dupilumab for the treatment of CRSwNP. Data from 2 phase 3 clinical trials (NCT02912468 and NCT02898454) were then used for confirmatory factor analysis, and evaluated for reliability, construct validity, and responsiveness. In all three trials, the SNOT‐22 was administered electronically on a tablet and trial participants were required to answer all items.

Results

Factor analysis supported five domains: Nasal, Ear/Facial, Sleep, Function, and Emotion. Correlations between domains were moderate to high, ranging from 0.53 (Nasal–Emotion) to 0.88 (Function–Sleep). Construct validity was mostly supported; relationships with other measures were almost always in the intended direction and magnitude. Internal consistency reliability also confirmed questionnaire structure with strong Cronbach's alpha values (all >0.80). Moderate‐to‐high correlations were observed between change in SNOT‐22 domain scores and other study patient‐reported outcome measures, along with large effect‐size estimates (≥0.7), demonstrating responsiveness of the Nasal, Sleep, and Function domains. Emotion and Ear/Facial domains had small‐to‐moderate effect sizes.

Conclusions

Psychometric analyses support the validity, reliability, and responsiveness of five domains of SNOT‐22 (Nasal, Ear/Facial, Sleep, Function, and Emotion) for assessing symptoms and impact on HRQoL in patients with CRSwNP. Laryngoscope, 132:933–941, 2022

Exploring possibilities for shortening the 22-item Sino-Nasal Outcome Test (SNOT-22) using item response theory

BACKGROUND

Even with a high-quality instrument, such as the 22-item Sino-Nasal Outcome Test (SNOT-22), patients can be overwhelmed by repeated completion of questionnaires, leading to nonadherence and reduced data quality. The aim of this study was to evaluate whether the SNOT-22 could be made more concise without losing the valuable information that it provides.

METHODS

A modern psychometric approach, item response theory (IRT), was used on a sample of 800 patients with chronic rhinosinusitis (CRS). The SNOT-22 was refined based on: (1) the item information criteria, retaining only items with above-average information; and (2) the total test information, retaining only the most discriminating items to cover at least 30% of the information within each subdomain. The preliminary validity and reliability of these refined scales were assessed using Cronbach's alpha and Pearson's correlation.

RESULTS

Using an IRT approach, we find that it may be possible to shorten the SNOT-22 to an 11-item and six-item version based on psychometric properties. Item information functions of the shortened 11-item and six-item scales demonstrate that both versions accurately covered the CRS symptom-severity continuum. Preliminary reliability and validity analysis showed that both refined scales had good to excellent reliability (Cronbach's alpha ≥ 0.80) and were highly associated with the original full-length scale (r ≥ 0.90).

CONCLUSION

IRT provides data-driven opportunities for the continuous development and refinement of the SNOT-22. While patient and provider input must be accounted for too, our results show that future revisions of the SNOT-22 could include significantly fewer items.

Cross-cultural adaptation and validation of the 22-item sinonasal outcome test (SNOT-22) in German-speaking patients: a prospective, multicenter cohort study

Purpose

Chronic rhinosinusitis (CRS) is a common condition associated with a significant reduction of the health-related quality of life. One of the most widely used assessment tools in CRS is the disease-specific, health-related questionnaire SNOT-22. The aim of this study was to translate and validate the SNOT-22 into the German language.

Methods

The questionnaire was translated using the forward–backward translation technique. After the translation its reliability, validity, and sensitivity were evaluated. For this purpose, the questionnaire was completed by patients diagnosed with CRS before, 3 months and 1 year after endoscopic sinus surgery and by healthy individuals as controls at three university hospitals in Germany. The individual scores of the questionnaire before surgery was correlated with the Lund–Mackay score as well as a global disease-specific question.

Results

A total of 139 CRS patients and 31 healthy individuals participated in the study. Internal consistency at all timepoints was very good, with Cronbach’s alpha scores of 0.897, 0.941, and 0.945. The questionnaire was able to discriminate between CRS patients and control subjects (p < 0.0001) and scores improved significantly 3 month and 1 year after sinus surgery (p < 0.0001), indicating a good test–retest reliability, validity, and responsiveness. A significant correlation to the single global disease-specific question could be found (p < 0.0001), but no correlation with the Lund–Mackay score.

Conclusion

The German Version of the SNOT-22 is a reliable, valid, and sensitive instrument for measuring health-related quality of life in patients with CRS. It can be recommended for clinical practice and outcome research for German-speaking patients.

Responsiveness and convergent validity of the chronic rhinosinusitis patient-reported outcome (CRS-PRO) measure in CRS patients undergoing endoscopic sinus surgery

BACKGROUND

The chronic rhinosinusitis patient-reported outcome (CRS-PRO) measure is a 12-item measure with previously demonstrated validity in chronic rhinosinusitis (CRS) patients receiving medical therapy. This study establishes the factor structure, responsiveness, and convergent validity of the CRS-PRO following endoscopic sinus surgery (ESS).

METHODS

Northwestern CRS Subject Registry patients had pre-ESS, 3-month (n = 111; CRS without nasal polyps [CRSsNP] = 60, CRS with nasal polyps [CRSwNP] = 51), and 6-month (n = 86; CRSsNP = 47, CRSwNP = 39) post-ESS assessments where patients completed the CRS-PRO, 22-item Sino-Nasal Outcome Test (SNOT-22), and four Patient-Reported Outcomes Measurement (PROM) Information System (PROMIS) short forms (general health measures). Patients had pre-ESS objective testing (endoscopic and radiographic assessment). Factor analysis was conducted using principal axis factoring with varimax rotation on the baseline CRS-PRO. The clinically important difference (CID) was estimated using both distribution-based and anchor-based methods.

RESULTS

Factor analysis found the CRS-PRO comprised the "rhino-psychologic," "facial discomfort," and "cough" factors, which were responsive to ESS and correlated with the other PROMs. The changes observed in the CRS-PRO at 3 months had strong correlation with the corresponding changes in SNOT-22 (r = 0.792, p < 0.0001) and moderate correlations with changes in PROMIS fatigue and sleep domains. These changes had a very large effect size (Cohen's d 1.44) comparable to the longer SNOT-22 (Cohen's d 1.41) with slightly larger effect sizes observed in CRSwNP compared to CRSsNP patients. Similar convergent validity and responsiveness were observed in the 6-month data. The CRS-PRO CID was estimated to be between 5.0 and 7.5 (midpoint 6.0) using distribution-based and anchor-based methods.

CONCLUSION

This study demonstrates the validity and responsiveness of the CRS-PRO in subjects receiving ESS.

Imaging in chronic rhinosinusitis: A systematic review of MRI and CT diagnostic accuracy and reliability in severity staging

BACKGROUND

Computerized tomography (CT) severity scores are frequently used as an objective staging tool in chronic rhinosinusitis (CRS). Magnetic resonance imaging (MRI) has also been proposed as a valid option in CRS imaging.

PURPOSE

The aim of this systematic review was to briefly present the recent developments on sinus imaging utilized in clinical practice with regard to diagnostic accuracy of imaging and severity staging in CRS according to evidence-based medicine (EBM) principles.

MATERIAL AND METHODS

This review paper has been assembled following PRISMA guidelines. A PubMed and Scopus (EMBASE) search using CRS, "severity staging", "diagnostic accuracy "and "imaging "resulted with 80 results. Of these, only 12 (59%) contained original data, constituting the synthesis of best-quality available evidence.

RESULTS

CT is the most commonly used imaging technique for the severity staging of CRS, but a question of higher cumulative radiation dose should be taken into consideration when repeating CT examinations in evaluating treatment efficacy. MRI may be a complementary diagnostic and staging tool, especially when repeated examinations are required, or when paediatric CRS patients are evaluated. The severity staging system may be improved to better correlate with subjective scores.

CONCLUSIONS

MRI may be utilized as a staging tool with comparable diagnostic accuracy, using the same staging systems as with CT examinations.

Assessment of health-related quality-of-life in patients with chronic Rhinosinusitis - Validation of the German Sino-Nasal Outcome Test-22 (German-SNOT-22)

PURPOSE

The Sino-Nasal-Outcome-Test-22 (SNOT-22) represents the reference questionnaire to assess symptoms, health-related quality-of-life (HRQOL) and treatment-response in patients with chronic rhinosinusitis (CRS). The SNOT-22 has been validated for various languages, yet no validation is available for the German version. Thus, we provide a validation of the SNOT-22 for German.

METHODS

In this prospective observational study 139 CRS-patients and 36 control-participants were included. CRS-patients completed the German-SNOT-22 before treatment (T0) and four (T1), twelve (T2) and 48 weeks after inclusion (T3). At T0, Mackay-Naclerio-, Lund-Mackay- and Brief-Symptom-Inventory-18 (BSI-18) scores were collected as external reference for the German-SNOT-22 and its subscales. At T1, T2, and T3 health-transition-items (HTIs) were raised to explore responsivity. Control-participants completed the German-SNOT-22 at T0. Reliability (internal consistency, item-total correlation), validity (concurrent validity, discriminatory validity) and responsiveness (distribution- and anchor-based) were explored for the German-SNOT-22.

RESULTS

At T0, the mean German-SNOT-22 total-score for CRS patients was 38.0 (± 20.9) and responded to treatment (T1 = 26.3 ± 19.1; T2 = 25.8 ± 20.6; T3 = 20.5 ± 16.3). For control-participants, the mean total-score at T0 was 15.1 (±10.9). The German-SNOT-22 was reliable (excellent internal consistency α = 0.93; good overall item-total correlations r = 0.39-0.85), valid (significant correlations between Mackay-Naclerio-, Lund-Mackay- and BSI-18 scores, all r > 0.39, p < 0.01) and responsive (significant correlations between HTIs and mean change in German-SNOT-22 total-score F = 9.57, p < 0.001).

CONCLUSION

The German-SNOT-22 validated here matches the original SNOT-22. It is a reliable, valid and responsive questionnaire to assess symptoms, HRQOL and treatment-response in CRS-patients. Good psychometric properties were observed.

Sinonasal Outcome Scores and Imaging: A Concurrent Assessment of Factors Influencing Their Association

OBJECTIVE

The overall discriminatory ability of validated instrument scores for computed tomography (CT) findings of chronic rhinosinusitis has limitations and may be modified by multiple factors. To support optimal methods for assessment, we studied which factors could influence this relationship, including the concurrent impact of multiple discrete CT scoring mechanisms, colocalized imaging findings, and nasal comorbid conditions.

STUDY DESIGN

Observational outcomes study.

SETTING

Academic medical center.

METHODS

Patients with sinonasal complaints who completed the 22-item Sinonasal Outcome Test (SNOT-22) and underwent CT were included. Multivariate ordinal regression was utilized to assess associations. CT data were quantified with the Lund-Mackay system, Zinreich system, and a direct measure of maximal mucosal thickness. The impact of incidental findings (mucous retention cysts, periapical dental disease) and nasal comorbid conditions was also assessed.

RESULTS

A total of 233 patients were included. SNOT-22 nasal scores were significantly associated with CT results when those with incidental findings were excluded, regardless of the radiologic scoring mechanism utilized: Lund-Mackay regression coefficient, 0.321 (P = .046); Zinreich, 0.340 (P = .033); and maximum mucosal thickness, 0.316 (P = .040). This relationship subsided when incidental findings were present. SNOT-22 overall scores, sleep scores, and psychological domain scores had no significant association with imaging results, regardless of radiologic scoring system utilized. Nasal comorbid conditions had inconsistent associations.

CONCLUSIONS

SNOT-22 nasal domain scores were associated with all 3 radiologic scoring systems when incidental findings were absent but not when they were present. Delineating the presence or absence of these colocalized findings affected the relationship between SNOT-22 scores and radiological results, beyond other concurrent factors.

Unbiased Measure of General Quality of Life in Chronic Rhinosinusitis Reveals Disease Modifiers

INTRODUCTION

Chronic rhinosinusitis (CRS) is associated with a significant decrease in general health-related quality of life (QOL). The EuroQol 5-dimensional questionnaire measures general health-related quality of life through a health utility value (EQ-5D HUV)-based on five domains reflecting mobility, self-care, activities of daily life, pain/discomfort, and anxiety/depression-and an unbiased visual analog scale (EQ-5D VAS). We sought to identify characteristics of CRS patients with a high EQ-5D HUV but low EQ-5D VAS score.

MATERIALS AND METHODS

Retrospective cross-sectional study of 300 CRS patients with EQ-5D HUV equal to 1.0 (reflecting perfect health). All patients completed a 22-item Sinonasal Outcome Test (SNOT-22)-from which nasal, sleep, ear/facial discomfort, and emotional subdomain scores were calculated, as well as the EQ-5D. Low EQ-5D VAS was defined as a score less than 80.

RESULTS

On multivariate analysis, low EQ-5D VAS was associated with only the SNOT-22 sleep subdomain score (odds ratio [OR] = 1.07, 95%CI: 1.02-1.12, P = .003). Comorbid asthma was also associated with lower EQ-5D VAS (OR = 2.16, 95%CI: 1.02-4.59, P = .045). In contrast, polyps were negatively associated with having a lower EQ-5D VAS (OR = 0.34, 95%CI: 0.17-0.69, P = .003).

CONCLUSION

There are patients with perfect general health-related QOL according to a health utility value-based methodology (like the EQ-5D HUV) who report low general health-related QOL on an unbiased measure like the EQ-5D VAS. In CRS patients with perfect EQ-5D HUV, poor sleep and asthma were associated with low QOL on the EQ-5D VAS, while polyps were negatively associated with low QOL.

LEVEL OF EVIDENCE

3 Laryngoscope, 131:1206-1211, 2021.

The Sinonasal Outcome Test-22 or European Position Paper: Which Is More Indicative of Imaging Results?

Objective

The 22-item Sinonasal Outcome Test (SNOT-22) is a trusted measure of symptom severity in chronic rhinosinusitis. The European Position Paper on Rhinosinusitis (EPOS) provides widely accepted diagnostic criteria, which include sinonasal symptoms, their duration, and imaging results. Our objective was to compare these approaches to assessing symptoms to determine if either was more indicative of radiologic findings, to support decisions in telehealth.

Study Design

Observational outcomes study.

Setting

Tertiary care center.

Methods

In total, 162 consecutive patients provided a structured sinonasal history, completed the SNOT-22, and underwent sinus computed tomography (CT) within 1 month. SNOT-22 scores, EPOS-defined symptom sets, and Lund-Mackay results were assessed. To facilitate direct comparisons, we performed stepwise evaluations of sinonasal symptoms alone and combined with duration. The discriminatory capacity for imaging results was determined through areas under the receiver operating characteristic curves (ROC-AUC) for dichotomous outcomes and ordinal regression for multilevel outcomes.

Results

In ROC-AUC analyses, SNOT-22 and EPOS-defined symptoms had similar discriminatory capacity for Lund-Mackay scores, regardless of duration. Within ordinal regression analyses, SNOT-22 nasal scores were significantly associated with Lund-Mackay scores, while EPOS-defined nasal symptoms were not statistically significantly related.

Conclusions

SNOT-22 nasal scores and EPOS-defined nasal symptoms may have similar associations with imaging results when assessed via ROC-AUC, while SNOT-22 may have more association within ordinal data. Understanding the implications of discrete patterns of symptoms may confer benefit, particularly when in-person and fiberoptic exams are limited.

Chronic rhinosinusitis disease burden is associated with asthma-related emergency department usage

PURPOSE

Chronic rhinosinusitis (CRS) disease burden is associated with pulmonary status in asthmatic CRS patients. Asthma-related emergency department (ED) usage is a predictor of asthma-related mortality. We sought to determine whether measures of CRS disease burden are associated with asthma-related ED usage.

METHODS

We prospectively recruited 263 asthmatic CRS patients for this cross-sectional study. CRS burden was measured using the 22-item Sinonasal Outcome Test (SNOT-22), and patient-reported CRS-related antibiotic usage and CRS-related oral corticosteroids usage over the preceding year. Asthma-related ED visits over the prior year were also assessed.

RESULTS

Of all participants, 18.6% had at least 1 asthma-related ED visit (mean 0.3 ED visits for the whole cohort). Asthma-related ED usage was associated with SNOT-22 score [adjusted rate ratio (RR) = 1.02, 95% CI 1.01-1.03, p = 0.040] and CRS-related oral corticosteroids usage in the past year (RR = 1.52, 95% CI 1.26-1.83, p < 0.001). From the SNOT-22 score, asthma-related ED usage was only associated with the nasal subdomain score (RR = 1.08, 95% CI 1.03-1.13, p = 0.001). These measures of CRS disease burden could be used with good sensitivity and specificity to detect patients with asthma-related ED usage in the past year, the majority of whom were undertreated for their asthma.

CONCLUSIONS

Measures of CRS disease burden are associated with and can be used to detect, patients having asthma-related ED usage. These results further solidify the connection between CRS and asthma disease courses, and also present an opportunity to use CRS disease burden as a tool for identifying-and implementing greater treatment of-patients at highest risk for asthma-related mortality.

Are objective 'findings' the same as subjective 'severity'? A study of the relationship between computed tomography findings and subjective severity in preoperative CRSwNP patients

In pre-surgical patients with chronic rhinosinusitis with nasal polyps (CRSwNPs), positive findings on computed tomography (CT) scans and an exacerbation of symptoms are two possible factors that indicate surgery. However, the relationship between these factors remains unclear. Confirmed CRSwNP patients ready for sinus surgery were consecutively enrolled. The Sino-Nasal Outcome Test 22 (SNOT-22) and visual analog scale (VAS) scoring were completed by these patients, and scores were subjected to factor analysis using a principal component analysis (PCA) to evaluate subjective symptom components related to CRS. Patient CT scores, measured by the Lund-Mackay score (LMS), together with their demographics, medical treatment, and atopy status, were collected and analyzed. A total of 288 patients who met the criteria for CRSwNP and underwent CT scanning prior to surgery in the Eye, Ear, Nose, and Throat Hospital of Fudan University were enrolled. Five components were identified from the PCA of the SNOT-22 results and VAS scores related to subjective symptoms. More severe ‘nasal’ symptoms (P=0.03; 95% CI, 0.092-1.824), loss of smell and taste (P<0.001; 95% CI, 0.961-1.767) and lower facial pain (P=0.001; 95% CI 1.811 to -0.475), derived from the SNOT-22, were significantly associated with total CT score. For the VAS PCA components, less severe ‘ocular’ symptoms (P=0.004; 95% CI -1.852 to -0.352), a reduced ‘pain’ component (P<0.001; 95% CI -2.133 to -0.715), a higher ‘nasal’ symptom component (P<0.001; 95% CI 0.752-2.257) and, again, loss of smell and taste (P<0.001; 95% CI 0.437-0.811) showed an association with total CT score. ‘Allergy-associated symptoms’ in both the SNOT-22 and VAS scores and ‘loss of smell or taste’ and ‘hyposmia’ were significantly more severe in patients with ethmoid sinus/maxillary sinus (E/M) ratios of >2.59 compared with patients with E/M ratios <2.59. Loss of smell and taste alone was correlated with the LMS in patients with highly positive CT scores. The present study demonstrated associations between several subjective symptoms and objective severity in preoperative CRSwNP patients. Nasal symptoms, including olfaction loss, were correlated positively with CT scores, while ocular- and pain-related symptoms showed an opposite pattern. However, this relationship was not confirmed in patients with highly positive CT scores. A subset analysis confirmed, in terms of symptoms, the value of the E/M ratio for indicating eosinophilic chronic rhinosinusitis.

Emotional and Personality Traits are Determinants of Activity Avoidance in Chronic Rhinosinusitis Patients

OBJECTIVES

Chronic rhinosinusitis (CRS), like other sinonasal diseases, may be associated with avoidance of daily activities. Our goal was to identify characteristics associated with avoidance of activities due to CRS.

MATERIALS AND METHODS

A total of 194 CRS patients were recruited. CRS symptom burden was assessed with the 22-item Sinonasal Outcome Test (SNOT-22). SNOT-22 nasal, sleep, ear/facial discomfort and emotional/psychological subdomain scores were calculated. Depressed mood was assessed using the two-item Patient Health Questionnaire (PHQ-2). Personality traits including conscientiousness, neuroticism, agreeableness, openness, and extraversion were assessed using the Big Five Inventory-10 (BFI-10) questionnaire. As the primary outcome, participants rated how often in the prior week that they had avoided any activities in day-to-day life due to their nasal or sinus symptoms on a scale of "never," "rarely," "sometimes," "often," or "extremely often." Ordinal regression models, with bootstrap validation, were used to identify associations between activity avoidance and participants' characteristics.

RESULTS

On multivariable analysis, SNOT-22 score (odds ratio [OR] = 1.03, 95% CI, 1.01-1.04, P = .026), and conscientiousness personality trait (OR = 1.38, 95% CI, 1.05-1.81, P = .019) were positively associated with activity avoidance while age (OR = 0.98, 95% CI, 0.96-0.99, P = .049) was negatively associated with activity avoidance. Of CRS symptom burden/SNOT-22 subdomains, only the emotional/psychological subdomain score (OR = 1.28, 95% CI, 1.12-1.46, P < .001) was associated with activity avoidance.

CONCLUSION

Younger age and the conscientiousness personality trait were associated with activity avoidance in CRS patients. Of CRS-associated symptomatology, sadness and embarrassment were associated with activity avoidance. Emotional traits and personality most strongly predict avoidance of activities in CRS patients.

LEVEL OF EVIDENCE

2c. Laryngoscope, 131:707-712, 2021.

Responsiveness and Convergent Validity of a New Patient-Reported Outcome Measure for Chronic Rhinosinusitis (CRS-PRO)

BACKGROUND

The CRS-PRO is a new patient-reported outcome measure (PROM) for chronic rhinosinusitis (CRS) that was developed using extensive patient input per Food and Drug Administration guidance on PROMs acceptable for use as end points in clinical trials.

OBJECTIVE

To assess the responsiveness and convergent validity of the CRS-PRO following standard-of-care medical therapy.

METHODS

This was a prospective study of 51 patients (21 with nasal polyps and 30 without) with newly diagnosed CRS or having an acute CRS exacerbation who were initiated on appropriate medical therapy. At the baseline visit each patient completed the CRS-PRO questionnaire, the 22-item Sino-Nasal Outcome Test, the EuroQol 5-dimensional questionnaire, and 4 Patient-Reported Outcome Measure Information System short forms along with objective testing including endoscopic and radiographic scores, smell discrimination, and nasal inspiratory flow testing. This same battery of questionnaires and testing was administered at a follow-up visit 4 to 8 weeks later.

RESULTS

We verified that shortening the 21-item CRS-PRO to 12 items as previously described maintains its psychometric properties. The 12-item CRS-PRO was responsive with a large effect size (Cohen's d, 0.94) comparable to the longer 22-item Sino-Nasal Outcome Test (Cohen's d, 0.93). The instrument was slightly more responsive to medically treated patients with CRS without nasal polyps compared with patients with CRS with nasal polyps (Cohen's d, 1.1 vs 0.89, respectively). The change in 12-item CRS-PRO total score has moderate correlation with change in Lund-Mackay computed tomography scores.

CONCLUSIONS

The CRS-PRO is a 12-item rigorously developed, responsive, and valid PROM that was developed using extensive input from patients with current definitions of CRS, including its 2 major phenotypes.

The impact of asthma on quality of life and symptoms in patients with chronic rhinosinusitis. Curr Med Res Opin 2020;36:1043-1048. [PMID: 32270714 DOI: 10.1080/03007995.2020.1754189]

Objective: The study aims to evaluate how asthma influences on clinical symptoms, imaging scores and HRQL in CRS patients.Methods: The study enrolled CRS patients and collected data about asthma status, clinical symptoms, allergic sensitization, computed tomography (CT) and 22-item SinoNasal Outcome questionnaire (SNOT-22). Matching pairs of asthmatic and non-asthmatic CRS patients were defined based on age, gender and nasal polyp presence. The difference between pairs in clinical symptoms, CT and SNOT-22 was then analyzed. The study enrolled mild to moderate asthma patients.Results: From 250 CRS patients 65 (26%) had asthma. We found 60 CRS asthma and CRS non-asthma pairs based on age, gender and nasal polyp presence. There was no difference in total SNOT-22 score between asthma (46.5) and non-asthma (43.5) CRS groups (p < .357). There were more patients with allergy positive medical history in asthma group (66.1%) when we stratified for CRS phenotypes, gender and age. Comparing visual analogue scale (VAS) scores for clinical symptoms, smell (p < .013) was the only symptom significantly worse in CRS asthma group. Although there was no difference in Lund-Mackay score, there was a slightly higher osteitis score in CRS asthma group (5.21 vs. 3.45; p = .059).Conclusion: CRS patients with asthma have significantly worse impairment of smell and taste when compared to non-asthmatic CRS patients. This is the only significant difference which is independent of nasal polyp presence, gender, age and allergy.

Psychological Status as an Effect Modifier of the Association Between Sinonasal Instrument and Imaging Results

OBJECTIVE

To determine whether psychological status is an effect modifier of the previously observed low discriminatory capacity of Sinonasal Outcome Test-22 (SNOT-22) scores for Lund-Mackay computed tomography (CT) results.

STUDY DESIGN

Observational outcomes study.

SETTING

Tertiary care center.

SUBJECTS AND METHODS

We assessed patients presenting with chronic sinonasal complaints who underwent CT of the sinuses within 1 month of completing the SNOT-22 instrument. SNOT-22 overall and domain scores were calculated, as were Lund-Mackay CT scores. The discriminatory capacity of SNOT-22 scores for CT results was determined using the receiver-operator characteristic area under the curve (ROC-AUC). Patient-Reported Outcome Measurement Information System (PROMIS) mental health T-scores were assessed, and stratified analyses were used to test for effect modification by psychological status.

RESULTS

In stratified analyses, patients with better PROMIS mental health scores had SNOT-22 overall (ROC-AUC 0.96) and nasal domain scores (ROC-AUC 0.97-0.98) that were highly discriminatory for Lund-Mackay scores, while those with worse mental health scores did not (ROC-AUC 0.42-0.55, P < .007). Patients with better SNOT-22 psychological domain scores also had nasal scores that discriminated among CT results significantly better than those with worse psychological domain scores (ROC-AUC 0.65-0.69 and 0.34-0.35, respectively, P < .013).

CONCLUSIONS

Psychological status is an effect modifier of the relationship between SNOT-22 and Lund-Mackay scores. SNOT-22 scores were discriminatory for Lund-Mackay CT results in patients with better psychological status, while they were nondiscriminatory in those with worse psychological status. When assessing the relationship between subjective and objective measures of chronic rhinosinusitis, accounting for effect modification may have practical utility.

Associations between the Quality of Life and Nasal Polyp Size in Patients Suffering from Chronic Rhinosinusitis without Nasal Polyps, with Nasal Polyps or Aspirin-Exacerbated Respiratory Disease

Chronic rhinosinusitis (CRS) is a common disease that substantially impairs the quality of life (QoL). Here, we aimed to assess patients' QoL in different subtypes of CRS and correlated this with nasal polyp size to improve the clinical understanding of the burden of disease. In this retrospective single-center study, 107 patients with the following diagnoses were analyzed: CRS without nasal polyps (CRSsNP), CRS with nasal polyps (CRSwNP), or aspirin-exacerbated respiratory disease (AERD). Sino-Nasal Outcome Test-20 German Adapted Version (SNOT-20 GAV) scores and their correlation with endoscopic Total Polyp Scores (TPS) were evaluated. The mean SNOT-20 GAV scores were highest in patients with AERD (AERD = 43.4, CRSwNP = 36.3, CRSsNP = 30.9). A statistically significant correlation of total SNOT-20 GAV score with TPS was observed in CRSwNP patients (r = 0.3398, p = 0.0195), but not in AERD patients (r = 0.2341, p = 0.1407). When analyzing single SNOT-20 parameters, a strong correlation with TPS was observed for blockage/congestion of the nose, particularly in AERD patients (r = 0.65, p < 0.0001). The impact of nasal polyp size on the QoL differs amongst the subgroups of CRS. Nasal symptoms have the greatest impact on QoL in patients suffering from AERD. CRSwNP and AERD patients should be separately analyzed in clinical investigations and interpretations due to significant differences in QoL.

Association of the sinonasal bacterial microbiome with clinical outcomes in chronic rhinosinusitis: a systematic review

Background

The association between sinonasal microbiome and clinical outcomes of patients with chronic rhinosinusitis (CRS) is unclear. We performed a systematic review of prior studies evaluating the CRS microbiome in relation to clinical outcomes.

Methods

Computerized searches of PubMed/Medline, Cochrane, and EMBASE were updated through October 2019 revealing a total of 9 studies including 244 CRS patients. A systematic review of the literature was performed, including data extraction focusing on sample region, sequencing platforms, predominant organisms, and outcomes measures.

Results

Nine criterion‐meeting studies included 244 CRS patients, with varied results. Eight studies used 16s–ribosomal RNA (16s‐rRNA) gene sequencing to assess the sinonasal microbiome and 1 used 16s‐rRNA PhyloChip analysis. Seven studies used Sino‐Nasal Outcome Test scores, 1 applied another CRS symptom metric, and 1 used need for additional procedures/antibiotics as the primary clinical outcome. Three studies suggest that baseline abundance of phylum Actinobacteria (specifically genus Corynebacterium) was predictive of better surgical outcome. One study found C. tuberculostearicum was positively correlated with symptom severity. Another study revealed genus Escherichia was overrepresented in CRS and had positive correlation with increased symptom scores. In addition, 1 study identified Acinetobacter johnsonii to be associated with improvement in symptom scores while supporting Pseudomonas aeruginosa as having a negative impact on quality of life.

Conclusion

Microbiome data are varied in their association with clinical outcomes of CRS patients. Further research is required to identify if predominance of certain microbes within the microbiome is predictive of CRS patients’ outcomes.

The 22-Item Sinonasal Outcome Test as a Tool for the Assessment of Quality of Life and Symptom Control in Allergic Rhinitis

Background

The 22-item Sinonasal Outcome Test (SNOT-22) is a validated patient-reported outcome measure for chronic rhinosinusitis and in many circumstances is used in rhinology/otolaryngology clinics to assess sinonasal symptoms in general when a formal diagnosis is not established, although with little support for such usage.

Objective

To assess the utility of the SNOT-22 as a reflection of quality of life (QOL) and symptom control for patients with allergic rhinitis (AR).

Methods

Retrospective review of 353 patients with persistent AR. Each patient completed a SNOT-22, 5-item EuroQol general health-related QOL (EQ-5D) questionnaire (from which the visual analog scale [VAS] was used), and Rhinitis Control Assessment Test (RCAT). In addition, 95 patients also completed these questionnaires 1 to 12 months later.

Results

The SNOT-22 was negatively correlated with the EuroQol 5-dimensional visual analog scale (EQ-5D VAS; r = −.45, 95% confidence interval [CI]: −0.53 to −0.36, P < .001) and RCAT ( r = −.62, 95% CI: −0.68 to −0.55, P < .001), with excellent internal consistency. The SNOT-22 demonstrated responsiveness, with mean change of −5.8 (95% CI: −8.9 to −2.6, P < .001) from pre- to posttreatment. The change in SNOT-22 over the treatment period was correlated with change in EQ-5D VAS ( r = −.28, 95% CI: −0.46 to −0.07, P = .008) and RCAT ( r = −.56, 95% CI: −0.69 to −0.41, P < .001). The minimal clinically important difference was calculated to be between 6 and 11.

Conclusion

The SNOT-22 has utility to assess QOL and symptom control in AR, and it is both reliable and responsive in its application to patients with AR. The SNOT-22 may therefore be a convenient and versatile tool in the clinical assessment of patients with AR.

Clinical Traits Characterizing an Exacerbation-Prone Phenotype in Chronic Rhinosinusitis

OBJECTIVE

Acute exacerbation of chronic rhinosinusitis (AECRS) is associated with significant quality-of-life decreases. We sought to determine characteristics associated with an exacerbation-prone phenotype in chronic rhinosinusitis (CRS).

STUDY DESIGN

Cross-sectional.

SETTING

Tertiary care rhinology clinic.

SUBJECTS

Patients with CRS (N = 209).

METHODS

Patient-reported number of sinus infections, CRS-related antibiotics, and CRS-related oral corticosteroids taken in the last 12 months were used as metrics for AECRS frequency. Sinonasal symptom burden was assessed with the 22-item Sinonasal Outcome Test (SNOT-22). Ninety patients reporting 0 for all AECRS metrics were considered to have had no AECRS in the prior 12 months. A total of 119 patients reported >3 on at least 1 AECRS metric and were considered as having an exacerbation-prone phenotype. Characteristics associated with patients with an exacerbation-prone phenotype were identified with exploratory regression analysis.

RESULTS

An exacerbation-prone phenotype was positively associated with comorbid asthma (adjusted odds ratio [OR_adj] = 3.68, 95% CI: 1.42-9.50, P = .007) and SNOT-22 (OR_adj = 1.06, 95% CI: 1.04-1.09, P < .001). Polyps were negatively associated (OR_adj = 0.27, 95% CI: 0.11-0.68, P = .005) with an exacerbation-prone phenotype. SNOT-22 score ≥24 identified patients with an exacerbation-prone phenotype with a sensitivity of 93.3% and a specificity of 57.8%. Having either a SNOT-22 score ≥24 with a nasal subdomain score ≥12 or a SNOT-22 score ≥24 with an ear/facial discomfort subdomain score ≥3 provided >80% sensitivity and specificity for detecting patients prone to exacerbation.

CONCLUSIONS

In total, these results point to a CRS exacerbation-prone phenotype characterized by high sinonasal disease burden with comorbid asthma but interestingly without polyps.

Longitudinal improvement in nasal obstruction symptoms of chronic rhinosinusitis directly associates with improvement in mood

PURPOSE

The effects of nasal obstruction in patients with chronic rhinosinusitis (CRS) are associated with depressed mood. We sought to validate this finding by determining whether improvement in nasal obstruction would translate to improvement in depressed mood.

METHODS

This was a prospective observational study of 150 patients undergoing medical management for CRS. Data were collected at two timepoints: enrollment and a subsequent follow-up visit 3-12 months later. Impact of nasal obstruction was measured using the Nasal Obstruction Symptom Evaluation (NOSE) instrument and depressed mood was measured using the 2-item Patient Health Questionnaire (PHQ-2). Sinonasal symptoms associated with CRS were also measured using the 22-item Sinonasal Outcome Test (SNOT-22). Clinical and demographic characteristics were collected. The relationship between changes in PHQ-2 and NOSE scores was determined with correlation and linear regression.

RESULTS

Change in PHQ-2 score was significantly correlated with change in NOSE score (ρ = 0.30, p < 0.001). After controlling for covariates, change in PHQ-2 score was associated with change in NOSE score (adjusted linear regression coefficient [β] = 0.014, 95% CI 0.006-0.022, p = 0.001). We confirmed these relationships, finding that change in PHQ-2 was associated (adjusted β  = 0.037, 95% CI 0.013-0.061, p = 0.003) with change in the nasal subdomain score of the SNOT-22. Improvement in NOSE score by greater than 22 points was predictive of improvement in PHQ-2 score with sensitivity 54.5% and 83.8% specificity (p < 0.001).

CONCLUSION

These results provide evidence that improvements in nasal manifestations/symptoms of CRS translate to significant improvements in mood.

The SNOT-22 factorial structure in European patients with chronic rhinosinusitis: new clinical insights

PURPOSE

The sino-nasal outcomes test-22 (SNOT-22) represents the reference questionnaire to assess patients with chronic rhinosinusitis (CRS). As weak correlations between objective CRS parameters and SNOT-22 total score have been observed, factor analyses have aimed to identify underlying factorial structures. However, ambiguous factor loadings and problematic item-domain assignments have resulted. Moreover, such factor analyses have mainly been performed in non-European CRS patients, while European data remain sparse. This study thus sought to address these issues.

METHODS

Principal component analysis and confirmatory factor analysis were performed from SNOT-22 questionnaires completed by European CRS patients. Goodness of fit, internal consistencies, and factor loadings were calculated. Item-domain assignment was based on statistical grounds and clinical meaningfulness. Additionally, this study investigated correlations between SNOT-22 domains and external reference criteria, including Lund-Mackay score, Lund-Naclerio score and the brief symptom inventory 18 (BSI-18).

RESULTS

One hundred and thirty-four European CRS patients were included. Principal component analysis proposed four SNOT-22 domains ("nasal symptoms", "otologic symptoms", "sleep symptoms", "emotional symptoms"), which explained 63.6% of variance. Observed item-domain-assignment differed from previously proposed item-domain assignments. All factor loadings were > 0.5, except "cough" (0.42) and "facial pain or pressure" (0.49). For confirmatory factor analysis, satisfactory goodness of fit (RMSEA = 0.66; CFI = 0.92; TLI = 0.90) and internal consistencies (Cronbach-α: total score = 0.93; domains = 0.75-0.91) were observed. Significant positive correlations were found between the "nasal symptoms" domain and both the Lund-Mackay score (r = 0.48; p < 0.001) and the Lund-Naclerio score (r = 0.27, p < 0.01). Significant positive correlations were also identified between "emotional symptoms" and BSI-18 total score (r = 0.64, p < 0.001).

CONCLUSIONS

Principal component analysis performed for SNOT-22 questionnaires completed by European CRS patients indicated a different item-domain-assignment than previously reported. Confirmatory factor analysis suggested acceptable and clinically plausible psychometric properties for the resulting factorial structure. Significant correlations between the "nasal symptoms" and the "emotional symptoms" domains were observed with objective CRS parameters. The resulting factorial structure with different item-domain assignments may thus be more suitable for European CRS patients.

Chronic rhinosinusitis control from the patient and physician perspectives

OBJECTIVES

The concept of disease control incorporates independent disease characteristics that are longitudinally reflective of disease status and which can be used to make treatment decisions. Chronic rhinosinusitis (CRS) is a chronic condition for which the determination of disease control by both the patient and the treating physician is important. Our objectives were to determine CRS disease characteristics that are associated with patient-reported and physician-rated CRS disease control.

STUDY TYPE

Cross-sectional.

METHODS

A total of 209 participants were prospectively recruited. Participants were asked to rate their global level of CRS control as "not at all," "a little," "somewhat," "very," and "completely." All participants completed a 22-item Sinonasal Outcome Test (SNOT-22) and also reported the number of sinus infections, CRS-related antibiotic courses taken, CRS-related oral corticosteroid courses taken, and missed days of work or school due to CRS, all in the last 3 months. Clinical and demographic characteristics were also collected from each participant. A Lund-Kennedy endoscopy score was calculated for each participant from nasal endoscopy. Two rhinologists were then given each participant's SNOT-22 score (as well as SNOT-22 nasal, sleep, otologic/facial pain, and emotional subdomain scores), endoscopy score, and the number of sinus infections, CRS-related antibiotics, CRS-related oral corticosteroid courses and missed days of work or school due to CRS in the preceding 3 months as reported by the patient. The two rhinologists were blinded to all other participant characteristics and each rhinologist independently rated every participant's global control level as "not at all," "a little," "somewhat," "very," and "completely." Associations were sought between CRS disease characteristics (SNOT-22 score, endoscopy score, sinus infections, CRS-related antibiotic usage, CRS-related oral corticosteroid usage, and lost productivity due to CRS) and patient-reported CRS control as well as mean physician-rated CRS control.

RESULTS

Patient-reported global CRS control was associated only with SNOT-22 (adjusted relative risk [RR] = 0.99, 95% CI: 0.98-0.99, P < .001) but no other CRS disease characteristic. Patient-reported CRS control was specifically associated only with nasal symptoms and not extra-nasal symptoms of CRS. Physician-rated CRS control was associated with SNOT-22 score (adjusted RR [for each 1-unit increase of SNOT-22] = 0.99, 95% CI: 0.98-0.99, P < .001), number of acute bacterial CRS exacerbations-reflected by number of antibiotic courses taken (or sinus infections)-in the last 3 months (adjusted RR = 0.89, 95% CI: 0.82-0.98, P = .014) and the number of CRS-related oral corticosteroid courses taken in the last 3 months (adjusted RR = 0.87, 95% CI: 0.78-0.97, P = .012). Nasal, sleep, and otologic/facial pain symptoms were all associated with physician-rated CRS control. Having used at least one course of antibiotics or oral corticosteroids in the last 3 months was the optimal threshold for detecting poorly controlled CRS.

CONCLUSIONS

Patients and physicians use different criteria to determine the level of CRS control. While both rely on the burden of CRS symptomatology, patients consider primarily nasal symptoms while physicians include nasal and extra-nasal symptoms of CRS in determining CRS control. Physicians also independently consider CRS-related antibiotic use, as a reflection of acute bacterial CRS exacerbations, and CRS-related oral corticosteroid use in the determination of global CRS control.

LEVEL OF EVIDENCE

2c.