Identifying the Chinese Herbal Medicine Network and Core Formula for Allergic Rhinitis on a Real-World Database

被引:10
作者
Lu, Yen-Chu [1 ]
Yang, Ching-Wei [1 ]
Lin, Yi-Hsuan [1 ,2 ,3 ]
Hsueh, Ju-Yu [4 ]
Chen, Jiun-Liang [1 ,2 ]
Yang, Sien-Hung [1 ,2 ]
Chen, Yu-Chun [5 ]
Chen, Hsing-Yu [1 ,2 ,3 ]
机构
[1] Chang Gung Mem Hosp, Div Chinese Internal Med, Ctr Tradit Chinese Med, Taoyuan, Taiwan
[2] Chang Gung Univ, Sch Tradit Chinese Med, Coll Med, Taoyuan, Taiwan
[3] Chang Gung Univ, Grad Inst Clin Med Sci, Coll Med, Taoyuan, Taiwan
[4] China Med Univ, Dept Publ Hlth, Taichung, Taiwan
[5] Natl Yang Ming Univ, Sch Med, Taipei, Taiwan
关键词
QING-LONG-TANG; RESPIRATORY SYNCYTIAL VIRUS; QUALITY-OF-LIFE; AIRWAY INFLAMMATION; ANTIVIRAL ACTIVITY; MIXED FORMULA; ASTHMA; SEVERITY; MICE; ANTIBACTERIAL;
D O I
10.1155/2020/5979708
中图分类号
R [医药、卫生];
学科分类号
10 ;
摘要
Background and Purpose. Allergic rhinitis (AR) is a highly prevalent disease, and Chinese herbal medicine (CHM) is commonly used for treating AR. This study aims to demonstrate the CHM network for AR and possible molecular pathways. Materials and Methods. Patients with a primary diagnosis of AR (ICD-9-CM code: 477.9) in 2010 were included, and the National Health Insurance Research Database in Taiwan was used as the data source. Association rule mining and social network analysis were used to establish and explore the CHM network. Possible molecular pathways of the CHM network were summarized and compared with commonly used western medicine (WM) by conducting overrepresentation analysis in the Reactome pathway database. The potential proteins acted by CHMs were obtained from the CHM ingredient-protein databases, including STITCH, TCMSP, TCMID, and TCM@Taiwan. Results. There were 89,148 AR subjects found in 2010, and a total of 33,507 patients ever used CHM. On an average, 5.6 types of CHMs were utilized per prescription. Xin-Yi-Qing-Fei-Tang was used most frequently (25.5% of 222,279 prescriptions), while Xiao-Qing-Long-Tang with Xin-Yi-San was the most commonly prescribed CHM-CHM combination. Up to six distinctive clusters could be found among the CHM network, and core CHMs could be found for AR, such as Xiao-Qing-Long-Tang and Xin-Yi-Qing-Fei-Tang. A total of 140 molecular pathways were covered by the CHM network (2,432 ingredients from 31 kinds of CHMs), while 39 WMs covered 55 pathways. Among pathways responding to the immune system, WM mainly acted on cytokine signaling-related pathways, while CHM mostly acted on neutrophil/macrophage-related innate pathways and dendritic cell-related adaptive immunity pathways. Conclusion. Our study demonstrated and analyzed the CHM network for AR. Core CHM for AR and possible molecular pathways were presented as well, and this information is crucial for researchers to select candidates for CHM-related studies.
引用
收藏
页数:14
相关论文
共 78 条
[1]  
[Anonymous], 1994, SOCIAL NETWORK ANAL
[2]   A possible role for neutrophils in allergic rhinitis revealed after cellular subclassification [J].
Arebro, Julia ;
Ekstedt, Sandra ;
Hjalmarsson, Eric ;
Winqvist, Ola ;
Georen, Susanna Kumlien ;
Cardell, Lars-Olaf .
SCIENTIFIC REPORTS, 2017, 7
[3]  
Bantz Selene K, 2014, J Clin Cell Immunol, V5
[4]   Costs of perennial allergic rhinitis and allergic asthma increase with severity and poor disease control [J].
Belhassen, M. ;
Demoly, P. ;
Bloch-Morot, E. ;
de Pouvourville, G. ;
Ginoux, M. ;
Chartier, A. ;
Laforest, L. ;
Serup-Hansen, N. ;
Toussi, M. ;
Van Ganse, E. .
ALLERGY, 2017, 72 (06) :948-958
[5]   Why Consumers Maintain Complementary and Alternative Medicine Use: A Qualitative Study [J].
Bishop, Felicity L. ;
Yardley, Lucy ;
Lewith, George T. .
JOURNAL OF ALTERNATIVE AND COMPLEMENTARY MEDICINE, 2010, 16 (02) :175-182
[6]   The Role of MIF on Eosinophil Biology and Eosinophilic Inflammation [J].
Bozza, Marcelo T. ;
Lintomen, Leticia ;
Kitoko, Jamil Z. ;
Paiva, Claudia N. ;
Olsen, Priscilla C. .
CLINICAL REVIEWS IN ALLERGY & IMMUNOLOGY, 2020, 58 (01) :15-24
[7]   Allergic Rhinitis and its Impact on Asthma (ARIA) guidelines-2016 revision [J].
Brozek, Jan L. ;
Bousquet, Jean ;
Agache, Ioana ;
Agarwal, Arnav ;
Bachert, Claus ;
Bosnic-Anticevich, Sinthia ;
Brignardello-Petersen, Romina ;
Canonica, G. Walter ;
Casale, Thomas ;
Chavannes, Niels H. ;
de Sousa, Jaime Correia ;
Cruz, Alvaro A. ;
Cuello-Garcia, Carlos A. ;
Demoly, Pascal ;
Dykewicz, Mark ;
Etxeandia-Ikobaltzeta, Itziar ;
Florez, Ivan D. ;
Fokkens, Wytske ;
Fonseca, Joao ;
Hellings, Peter W. ;
Klimek, Ludger ;
Kowalski, Sergio ;
Kuna, Piotr ;
Laisaar, Kaja-Triin ;
Larenas-Linnemann, Desiree E. ;
Carlsen, Karin C. Lodrup ;
Manning, Peter J. ;
Meltzer, Eli ;
Mullol, Joaquim ;
Muraro, Antonella ;
O'Hehir, Robyn ;
Ohta, Ken ;
Panzner, Petr ;
Papadopoulos, Nikolaos ;
Park, Hae-Sim ;
Passalacqua, Gianni ;
Pawankar, Ruby ;
Price, David ;
Riva, John J. ;
Roldan, Yetiani ;
Ryan, Dermot ;
Sadeghirad, Behnam ;
Samolinski, Boleslaw ;
Schmid-Grendelmeier, Peter ;
Sheikh, Aziz ;
Togias, Alkis ;
Valero, Antonio ;
Valiulis, Arunas ;
Valovirta, Erkka ;
Ventresca, Matthew .
JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2017, 140 (04) :950-958
[8]   Allergic Rhinitis and its Impact on Asthma (ARIA) guidelines: 2010 Revision [J].
Brozek, Jan L. ;
Bousquet, Jean ;
Baena-Cagnani, Carlos E. ;
Bonini, Sergio ;
Canonica, G. Walter ;
Casale, Thomas B. ;
van Wijk, Roy Gerth ;
Ohta, Ken ;
Zuberbier, Torsten ;
Schuenemann, Holger J. .
JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2010, 126 (03) :466-476
[9]   Ge-Gen-Tang has anti-viral activity against human respiratory syncytial virus in human respiratory tract cell lines [J].
Chang, Jung San ;
Wang, Kuo Chih ;
Shieh, Den En ;
Hsu, Fen Fang ;
Chiang, Lien Chai .
JOURNAL OF ETHNOPHARMACOLOGY, 2012, 139 (01) :305-310