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1.
ORL J Otorhinolaryngol Relat Spec ; 85(3): 128-140, 2023.
Article in English | MEDLINE | ID: mdl-37019094

ABSTRACT

BACKGROUND: Chronic rhinosinusitis (CRS) is a common inflammatory disease in otolaryngology, mainly manifested as nasal congestion, nasal discharge, facial pain/pressure, and smell disorder. CRS with nasal polyps (CRSwNP), an important phenotype of CRS, has a high recurrence rate even after receiving corticosteroids and/or functional endoscopic sinus surgery. In recent years, clinicians have focused on the application of biological agents in CRSwNP. However, it has not reached a consensus on the timing and selection of biologics for the treatment of CRS so far. SUMMARY: We reviewed the previous studies of biologics in CRS and summarized the indications, contraindications, efficacy assessment, prognosis, and adverse effects of biologics. Also, we evaluated the treatment response and adverse reactions of dupilumab, omalizumab, and mepolizumab in the management of CRS and made recommendations. KEY MESSAGES: Dupilumab, omalizumab, and mepolizumab have been approved for the treatment of CRSwNP by the US Food and Drug Administration. Type 2 and eosinophilic inflammation, need for systemic steroids or contraindication to systemic steroids, significantly impaired quality of life, anosmia, and comorbid asthma are required for the use of biologics. Based on current evidence, dupilumab has the prominent advantage in improving quality of life and reducing the risk of comorbid asthma in CRSwNP among the approved monoclonal antibodies. Most patients tolerate biological agents well in general with few major or severe adverse effects. Biologics have provided more options for severe uncontrolled CRSwNP patients or patients who refuse to have surgery. In the future, more novel biologics will be assessed in high-quality clinical trials and applied clinically.


Subject(s)
Asthma , Biological Products , Nasal Polyps , Rhinitis , Sinusitis , Humans , Asthma/drug therapy , Biological Products/therapeutic use , Chronic Disease , Consensus , Nasal Polyps/complications , Nasal Polyps/drug therapy , Omalizumab/therapeutic use , Quality of Life , Rhinitis/complications , Rhinitis/drug therapy , Sinusitis/complications , Sinusitis/drug therapy , Steroids/therapeutic use
2.
IEEE J Transl Eng Health Med ; 10: 1800812, 2022.
Article in English | MEDLINE | ID: mdl-36304843

ABSTRACT

OBJECTIVE: With the rapid growth of high-speed deep-tissue imaging in biomedical research, there is an urgent need to develop a robust and effective denoising method to retain morphological features for further texture analysis and segmentation. Conventional denoising filters and models can easily suppress the perturbative noise in high-contrast images; however, for low photon budget multiphoton images, a high detector gain will not only boost the signals but also bring significant background noise. In such a stochastic resonance imaging regime, subthreshold signals may be detectable with the help of noise, meaning that a denoising filter capable of removing noise without sacrificing important cellular features, such as cell boundaries, is desirable. METHOD: We propose a convolutional neural network-based denoising autoencoder method - a fully convolutional deep denoising autoencoder (DDAE) - to improve the quality of three-photon fluorescence (3PF) and third-harmonic generation (THG) microscopy images. RESULTS: The average of 200 acquired images of a given location served as the low-noise answer for the DDAE training. Compared with other conventional denoising methods, our DDAE model shows a better signal-to-noise ratio (28.86 and 21.66 for 3PF and THG, respectively), structural similarity (0.89 and 0.70 for 3PF and THG, respectively), and preservation of the nuclear or cellular boundaries (F1-score of 0.662 and 0.736 for 3PF and THG, respectively). It shows that DDAE is a better trade-off approach between structural similarity and preserving signal regions. CONCLUSIONS: The results of this study validate the effectiveness of the DDAE system in boundary-preserved image denoising. CLINICAL IMPACT: The proposed deep denoising system can enhance the quality of microscopic images and effectively support clinical evaluation and assessment.


Subject(s)
Neural Networks, Computer , Noise , Signal-To-Noise Ratio
3.
Chin J Integr Med ; 26(11): 845-852, 2020 Nov.
Article in English | MEDLINE | ID: mdl-32870478

ABSTRACT

OBJECTIVE: To evaluate the efficacy of Chinese medicine acupoint application (CMAA) combined with Western medicine for perennial allergic rhinitis (PAR) in children. METHODS: In this prospective, parallel, randomized, placebo-controlled and single-blind trial from August to September, 2017, 180 children with PAR were randomly assigned to an integrative group (CMAA and Montelukast), CMAA group (CMAA and placebo tablet), or Montelukast group (placebo CMAA and Montelukast). Participants were applied with CMAA for 6 sessions over 2 weeks, and/or Montelukast Chewable Tablet orally once daily for 12 weeks. The changes in severity of symptoms were measured by Visual Analog Scale (VAS) and rhinitis control assessment test (RCAT) at 0, 2, 4 and 12 weeks of treatment. Blood samples were collected for serum interleukin-4, interferon gamma γ and T helper type 1 (Th1)/Th2 flow cytometric analysis at the time points of 0, 4 and 12 weeks. RESULTS: Eight cases dropped out from the trial, 3 in the integrative group, 2 in the CMAA group and 3 in the Montelukast group. The VAS scores decreased significantly while the RCAT scores increased significantly in all three groups at 4 and 12 weeks compared with baseline (P<0.01 or P<0.05). The VAS scores were significantly lower while the RCAT scores were significantly higher in the integrative and CMAA groups than the Montelukast group at 2 and 4 weeks (P<0.01 or P<0.05). At 2, 4 and 12 weeks, the scores of nasal congestion, sneezing, sleep problem, and rhinitis symptom control in the integrative and CMAA groups increased significantly compared with baseline (P<0.01 or P<0.05). The least percentages of Th2 and the most alleviated Th2 shift (highest Th1/Th2) were observed in the integrative group at 12 weeks compared with the other two groups (P<0.05). CONCLUSION: The combination of CMAA with Montelukast might be more effective and appropriate than either option alone for children with PAR. (Registered at Chinese Clinical Trial Register, registration No. ChiCTR-IOR-17012434).


Subject(s)
Acetates/therapeutic use , Acupuncture Points , Cyclopropanes/therapeutic use , Drugs, Chinese Herbal/therapeutic use , Quinolines/therapeutic use , Rhinitis, Allergic, Perennial/drug therapy , Sulfides/therapeutic use , Administration, Topical , Child , Child, Preschool , Drug Therapy, Combination , Female , Humans , Male , Prospective Studies , Single-Blind Method
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