Identifying Chinese Herbal Medicine Network for Endometriosis: Implications from a Population-Based Database in Taiwan

Tsai, Pei-Ju; Lin, Yi-Hsuan; Chen, Jiun-Liang; Yang, Sien-Hung; Chen, Yu-Chun; Chen, Hsing-Yu

doi:https://doi.org/10.1155/2017/7501015

Evidence-Based Complementary and Alternative Medicine

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Abstract Introduction Materials and Methods Results Discussion Conclusion Abbreviations Disclosure Conflicts of Interest Authors’ Contributions Acknowledgments References Copyright Related Articles

Research Article | Open Access

Volume 2017 | Article ID 7501015 | https://doi.org/10.1155/2017/7501015

Identifying Chinese Herbal Medicine Network for Endometriosis: Implications from a Population-Based Database in Taiwan

Pei-Ju Tsai,¹Yi-Hsuan Lin,^1,2,3Jiun-Liang Chen,^1,2Sien-Hung Yang,^1,2Yu-Chun Chen,⁴and Hsing-Yu Chen^1,2,3,5

Academic Editor: Chang G. Son

Received18 Jan 2017

Revised11 May 2017

Accepted21 May 2017

Published27 Jun 2017

Abstract

Background. Endometriosis is a common but bothersome gynecological disease, and Chinese herbal medicine (CHM) is used for treating endometriosis. The aim of this study is to explore CHM network and core treatments for endometriosis by analyzing nationwide CHM prescription database. Methods. From 1998 to 2013, the CHM prescriptions made primarily for endometriosis among women diagnosed with endometriosis (ICD-9-CM code: 671) by gynecologists during their reproductive age were collected. CHM network analysis was then carried out by using association rule mining and social network analysis. Results. A total of 12,986 CHM prescriptions made for endometriosis were analyzed. There were 556 kinds of CHM ever used, and, in average, each prescription was composed of 6.2 CHMs. Gui-Zhi-Fu-Ling-Wan (GZFLW) was used most frequently, followed by Cyperus rotundus (28.1% and 18.8% of all prescriptions, resp.). Additionally, the combination of Cyperus rotundus with GZFLW (8.0%) was the most frequently used combination of two CHMs. CHM network showed that GZFLW was the core CHM for endometriosis and graphically demonstrated the extensive coverage of TCM syndromes and pathogenesis of endometriosis. Conclusions. CHM network provides graphical demonstration and summary of commonly used CHMs for endometriosis, and further studies are warranted based on these findings.

1. Introduction

Endometriosis, defined as the presence of endometrial implants outside of the endometrial cavity, is a common but rather irritating menstrual disorder for women [1, 2]. The prevalence reported was as high as 10% among women during their reproductive ages and may account for 50% of infertility women [1, 2]. Although endometriosis is not a fatal disease and most patients remain asymptomatic during entire life, the medical undemands still exist due to the distressing and debilitating symptoms or complications, such as pelvic pain, severe dysmenorrhea, dyspareunia, and infertility [3]. Conservative treatment including nonsteroidal anti-inflammatory drugs, oral contraceptives, danazol, medroxyprogesterone acetate, gonadotropin-releasing hormone agonists, and aromatase inhibitors are frequently used for symptom relief [1, 4]. On the other hand, surgical resection and nerve transection may be considered as definitive therapy if no desire of pregnancy and conservative medical therapy fails [1, 4]. Nevertheless, medical interventions hardly improve fertility, diminish endometrioma, or treat complications of deep endometriosis such as ureteral obstruction. Also, hormonal therapy may lead to abnormal uterine bleeding, weight gain, mood change, bone loss, and so on. Therefore, looking for other ways for treatment of endometriosis with better efficacy or less adverse effects is important [5].

Traditional Chinese medicine (TCM) is one of the most commonly used complement therapies to western medicine managements in Taiwan, including Chinese herbal medicine (CHM), acupuncture, moxibustion, cupping, and manual therapy, and these treatments could be used separately or cooperatively based on TCM doctors’ decision [6–8]. CHMs and acupuncture are predominantly used to treat or prevent other conditions associated with chronic or recurring pain, and TCM doctors often try to treat underlying diseases and the associated symptoms at the same time [9, 10]. As a disease with complicated pathogenesis, endometriosis patients often seek CHM for curing primary lesions or controlling symptoms [11, 12]. However, the CHM prescriptions for endometriosis are often so complicated that it is difficult to realize the core CHMs, CHM combinations patterns, and the indications for CHM, especially when TCM doctors frequently combine several CHMs in one prescription for menstrual disorders [13–15].

The aim of this study is to identify a CHM network for endometriosis by analyzing a nationwide CHM prescription database in Taiwan. It is difficult to analyze multiple CHMs used in a huge prescription database by using conventional statistical methods. CHM network analysis is proven to be a good tool to demonstrate the CHM prescription patterns and explore the core CHMs, as well as important CHM combinations [16]. These findings are helpful in overviewing the TCM principle for treating endometriosis and making recommendations to choose proper candidates for further studies.

2. Materials and Methods

2.1. Data Source

To perform a nationwide research about CHM prescriptions, the National Health Insurance Research Database (NHIRD) was used as the data source in this study. This routinely recorded clinical database comprises all the medical records, including managements in outpatient services, hospitalization medical utilization, and even drop-off prescriptions in the pharmacies, reimbursed by the National Health Insurance (NHI) program since 1995. Extensive coverage of Taiwanese population, over than 99% [17], with interventions done by nearly all subspecialty doctors, including western medicine doctors, TCM doctors, and dentists, makes the NHIRD quite unique when conducting cross-sectional, cohort, and prescription analysis studies [17–20]. This feature is especially important for TCM-related studies, since Taiwan is the handful country that officially recognizes TCM as a potential complement therapy and thus reimburses all TCM therapies, such as Chinese herbal medicine (CHM), acupuncture, moxibustion, and manual therapy. Therefore, this database becomes a valuable source to analyze CHM prescriptions, and the high coverage of entire population makes the results of analysis turn into a sort of consensus among nearly all TCM doctors in Taiwan. Aside from medications, this database contains detailed patients’ information, for example, gender, insured level, living places, reasons for outpatients and inpatients’ services, expense of each visit and admission, examinations, and expenses. The International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) is used to present the reasons for medical use, while the first ICD-9-CM diagnosis code is required to be the primary reason of every visit or admission. The validity and reliability of using ICD-9-CM code as reasons of medical use were reported in previous report [21, 22]. Moreover, since this database is public to all clinical researchers in Taiwan, the patients’ identities are well encrypted to protect privacy so that it is impossible to recognize the real identity of patients.

2.2. Study Design

To precisely identify endometriosis patients, women who had at least once diagnosis with endometriosis (ICD-9-CM code: 671) by gynecologists from 1998 to 2013 were included in this study and all prescribed CHM prescriptions were extracted from a 1 million representative dataset. This representative dataset was randomly sampled from the entire database, and no statistical differences in gender and age distribution were reported between sampled and entire databases [13]. Further, age restriction, between 20 and 50 years, was used to increase the accuracy of diagnosis. Although there is no definite prevalent age for endometriosis, women during their reproductive ages complained about endometriosis-related symptoms and complications most commonly [23]. Moreover, early onset of dysmenorrhea and dysmenorrhea may be related to primary dysmenorrhea rather than endometriosis, the most common cause to secondary dysmenorrhea, and the possibility of misdiagnosis is lowering when aging [14, 24]. Consequently, the age limitation between 20 and 50 years was then set to select the most appropriate subjects for prescription analysis. After recognizing the endometriosis patients, all CHM prescriptions made for these patients were all retrieved from the database. To ensure that the CHM prescriptions were made for endometriosis, only the prescriptions given with first diagnosis with endometriosis were collected for the final analysis. Visits with managements of acupuncture, moxibustion, and manual therapies were excluded.

2.3. Chinese Herbal Medicine (CHM) Prescription in Taiwan

There are two kinds of CHM reimbursed by the NHI, herbal formula (HF) and single herb (SH). SH is the extract or crude powder of a part of herbal plants, insects, animals, and even minerals and is made in accordance with the process methods mentioned in the ancient classics. On the other hand, HF is composed of more than one kind of SH with the same proportion recorded in the TCM classics and is premixed in the pharmaceutical factory before marketing. There were more than 600 kinds of SH and HF available for TCM doctors to choose freely, and all SH and HF were manufactured by the Good Manufacturing Practice pharmaceutical factory with strict regulation about concentration of heavy metal and pesticide.

2.4. Bias Assessment

Although the case number may decrease promptly, the use of age restriction on endometriosis diagnosed by the gynecologists and the major diagnosis-only TCM users are helpful to minimize the potential detection bias by using ICD-9-CM as the only inclusion criteria for endometriosis patients, as mentioned in previous studies [14, 25]. Additionally, using this nationwide database can reduce the selection bias due to the high coverage of the NHI and hospital shopping may increase the risk of the selection bias by using only hospital-based database [26]. Furthermore, exclusion of ambulatory visits with acupuncture, moxibustion, and manual therapy is also helpful in avoiding the potential confounding bias on CHM prescription caused by other TCM therapies.

2.5. Ethical Consideration

The detailed protocol of this work is reviewed and exempted by the Institutional Review Board of the Chang Gung Memorial Foundation (number 201700066B1), since the individual’s identity is well encrypted in the database, and the privacy information cannot be easily traced or recognized.

2.6. Statistics Analysis

Association rule mining (ARM) and social network analysis (SNA) were incorporated into analyzing CHM prescriptions and establishing CHM network for endometriosis. The detailed algorithm and data process were described in detail in our previous work [14, 16]. Briefly, by using ARM at first, commonly used combinations of CHM could be identified once three preset criteria were fulfilled: higher-than-threshold support, confidence, and lift factors [16, 27]. Higher support of certain CHM or CHM combinations meant higher prevalence among all possible combinations. Besides, higher values of confidence and lift factors symbolize the stronger connections between CHMs [16]. The decision about thresholds of these three factors mainly depended on clinical experiences, and these values were set to 30% for confidence, 1% for support, and 1 for lift, which were the same as our previous report about primary dysmenorrhea [14]. Furthermore, all commonly used CHM combinations were then processed by the SNA to study the connections between all CHM candidates, define the clusters of CHMs by each of CHM’s connection features, and, more importantly, graphically demonstrate the CHM network for endometriosis. Thereafter, core CHMs and important connections to other CHMs with great potentials for endometriosis could also be explored by CHM network. The “arule” package in the “R” software and the software “NodeXL” were used to carry out the statistic calculations in this work.

3. Results

3.1. Features of CHM Users for Endometriosis

From 2008 to 2013, a total of 33,235 endometriosis patients were recognized by gynecologists, and 31,650 patients ever used TCM at least once for any reason. Among all TCM users, 10,380 patients ever made 81,278 ambulatory visits for dysmenorrhea, dyspareunia, infertility, and pelvic pain, in addition to endometriosis. Finally, a total of 1,736 endometriosis patients made 13,649 visits for endometriosis as their major complaint, and more than 95% visits (12,986 visits) were made for CHM treatments.

3.2. CHM Commonly Used for Endometriosis

There were 556 kinds of CHMs ever used for endometriosis patients, and there were 6.2 CHMs prescribed in one prescription in average. Most prescriptions were composed of 7 CHMs (17.8% of all prescriptions), and even more than 7% of prescriptions contained at least 10 kinds of CHMs (Figure 1). Among all HF, Gui-Zhi-Fu-Ling-Wan (GZFLW) was used most frequently, 28.1% of all prescriptions, and it was also the most commonly used CHM for endometriosis (Table 1). Further, Jia-Wei-Xiao-Yao-San and Dang-Gui-Shao-Yao-San were the second and third commonly used HF, 17.2% and 15.0% of all prescriptions, respectively. On the other hand, Cyperus rotundus, xiang fu in Chinese, was the most commonly used SH (18.8% of all prescriptions), followed by Corydalis yanhusuo (16.9%) and Leonurus heterophyllus (11.6%) (Table 2). The average dosage of HF was around 4 gm/day, which was 3-4 times higher than SH (1–1.5 gm/day) (Tables 1 and 2).

3.3. Combinations of CHMs Commonly Used for Endometriosis

Table 3 showed the top 10 commonly used two CHMs in combination. Cyperus rotundus combined with GZFLW was used most frequently, 8% of all prescriptions, followed by Sparganium stoloniferum combined with Curcuma phaelculis and Corydalis yanhusuo combined with Cyperus rotundus (6.5% and 5.9%, resp.). Additionally, the commonly used 3 CHMs in combination were listed in Table 4; the combination of Sparganium stoloniferum, Curcuma phaelculis, and GZFLW was most prevalent among all possible combinations of CHMs. From the contents of 2 and 3 CHMs in combination, most of them had GZFLW, which implied the crucial role of GZFLW for endometriosis.

3.4. CHM Network for Endometriosis

Figure 2 graphically demonstrated the CHM network for endometriosis, which was made from the top 30 significant CHMs combinations. Six clusters can be defined automatically by SNA based on the features of every connection between CHMs. Each cluster had its own specific TCM indications by summarizing the effects of within-group CHMs. Cluster 1 was the largest and most prevalent group of CHMs, with GZFLW as its core CHM of this group, and GZFLW was also the core treatment for endometriosis due to its high prevalence and connections to other commonly used CHMs. Other clusters of CHMs seemed to be combined with GZFLW to achieve the therapeutic goal. Corydalis yanhusuo in cluster 2 may strengthen the analgesic effect by enhancing the effects on TCM syndrome qi stagnation and blood stasis provided by GZFLW, as well as other CHMs within cluster 2, such as strongly combined Typha angustifolia and Trogopterus xanthipes. Cyperus rotundus in cluster 3 may increase the efficacy on blood stasis, qi stagnation, and edema, while Dang-Gui-Shao-Yao-San in cluster 4 may relieve the vacuity syndrome not provided by GZFLW. The combination of Eclipta prostrata with Ligustrum lucidum was isolated from other clusters and they formed strong connections between each other.

Additionally, to understand the role of core CHMs for endometriosis, the potential pharmacologic mechanisms were reviewed and summarized in Table 5 (last assessed date: 29/12/2016). Extensive coverage of the pathogenesis of endometriosis could be found by incorporating potential pharmacologic effects into CHM network, such as inducing anti-inflammation, antioxidation, analgesia, correction of luteal effect, and induction of endometrial tissue apoptosis.

4. Discussion

This is the first report about graphical and network-based demonstration of CHM therapy for endometriosis to the best of our knowledge. CHM network analysis based on important CHMs combinations is a time-saving and practical method to explore the core CHMs and important CHMs combinations in large-scale clinical prescription database [16]. Since the CHM prescriptions are usually composed of several kinds of CHMs, like 6-7 kinds of CHMs in this study, the CHM network analysis can better demonstrate the relationships between CHMs in a prescription compared with simply ranking commonly used single CHMs. Six clusters of CHMs could be found with their own core CHMs and indications, except cluster six, which is an individual drug pair. Cluster 1, indicated for TCM syndrome “blood stasis, qi stagnation, and accumulation,” is the largest cluster with highest prevalence among all CHM combinations. This finding corresponds to the most prevalent TCM syndrome of endometriosis patients in Taiwan [53].

Moreover, the demonstration on relations between clusters of CHMs is helpful in recognizing which CHMs were prescribed to extend the coverage of TCM syndromes as an adjuvant therapy. Those are quite important references to TCM doctors in clinical practice. Although qi stagnation with blood stasis is the most common TCM syndrome among endometriosis patients, which could be treated mainly by GZFLW, TCM doctors usually combine other CHMs to cover other associated minor TCM syndromes such as vacuity syndrome or to increase the efficacy on qi stagnation. Additionally, the combination of cluster 2 and GZFLW may improve the effectiveness on more serious qi stagnation and blood stasis, which may precipitate painful sensation among endometriosis patients and may not be fully treated by GZFLW alone. On the other hand, the hormone imbalance, which is like vacuity syndrome in TCM theory and is not treated by GZFLW, can be corrected by adding the CHMs within cluster 4, such as Dang-Gui-Shao-Yao-San and Wen-Jing-Tang. This diagnosis-treatment process is known as “bian-zheng-lun-zhi” in TCM theory, which means making up prescriptions according to each patient’s TCM syndrome, “zheng” in Chinese [10]. The main part of prescription, sovereign medicinal in TCM theory or the core CHM in this study, is used for the primary TCM syndrome and other CHMs are used as mutual reinforcement or assistance to the main part of prescription.

The graphic demonstration can facilitate exploring the potential core formula in addition to combination patterns between CHMs, and the core formulas are usually the center of a cluster, in which other CHMs may be combined with the core formula to achieve effectiveness. GZFLW seems to be the core CHM for endometriosis, as the center of CHM network, which is almost contained in all important CHM combinations as well as the most prevalent CHMs for endometriosis (Tables 3 and 4). Aside from the well coverage of TCM syndrome for endometriosis, GZFLW may reduce the inflammatory response by suppressing expression of tumor necrosis factor-alpha (TNF-α) [28] and reduce the size of endometrial tissues by inducing endometrial cell apoptosis and modulating the aberrant immune response in endometrial cells [31–33]. These are all important principles to manage endometriosis in clinical setting. Additionally, the combination use with GZFLW and Cyperus rotundus (the core CHM of cluster for blood stasis, qi stagnation, and edema) may strengthen the apoptosis effect and anti-inflammation effect of GZFLW and may add antioxidation effect to GZFLW as a complement therapy [39–41]. Furthermore, GZFLW and Cyperus rotundus are found most commonly among CHM users with reduced surgery rate in a retrospective cohort [54]. In addition, combining Corydalis yanhusuo with GZFLW, which comprise the 4th commonest two CHMs in combination, may reinforce the analgesic effect of GZFLW by enhancing the dopamine D1-related pathway and reducing endometrial tissues [42–44]. Furthermore, Dang-Gui-Shao-Yao-San and Wen-Jing-Tang in the 4th cluster both prescribed for vacuity syndrome may be used as important adjuvant CHMs to correct the luteal defect among women, which may account for infertility among endometriosis patients but are uncovered by GZFLW alone [36, 38]. Since menstrual pain and infertility are common complications to endometriosis, the adjuvant effects of other CHMs to GZFLW may explain why these combinations are frequently used by TCM doctors.

Drug pairs are also important findings of the CHM network (cluster 6 in Figure 2). These couplet medicines are combined to increase each other’s therapeutic effects with strong relations and may have no direct or significant connections to core CHMs. Therefore, these drug pairs could be used in diseases other than endometriosis if similar TCM indication is found. Eclipta prostrata with Ligustrum lucidum is an interesting drug pair commonly used for menopausal syndrome due to its potential estrogenic effect [15, 55]. Therefore, it is important to evaluate the role of this drug pair in treating endometriosis, and the exploration of the mechanisms of this drug pair may provide new viewpoint for endometriosis.

The network demonstration of CHMs for endometriosis reveals the relationships between commonly used CHMs, and these relationships can further explain the rationale of using these CHMs on both TCM theories and pharmacological viewpoints. The considerable discrepancy between commonly used CHMs and previously studied CHMs granted further researches about CHMs for endometriosis, since only few CHMs were ever researched for endometriosis (Table 5). However, there are still some limitations for this study. First, only CHMs reimbursed by the NHIRD were included in the prescription analysis in this study, and the local folk medicine may be omitted in this condition. However, this would not greatly influence the further application of the results of this study, since only the reimbursed CHMs have strict regulation on production and identification and are ready to be used whether in experiments or in the clinical practice. Second, the efficacy of core treatments is not evaluated in this study, since it is not requested to record the symptom severity of endometriosis in the medical records. Instead, we extensively searched the literature about potential mechanisms about the important CHMs and CHMs combinations found in the clinical database. These findings would demonstrate the known and unknown aspects of using CHMs and then facilitate further studies. Third, the exclusion of prescriptions associated with acupuncture and moxibustion as well as prescriptions not mainly used for endometriosis may cause considerable decrease in prescriptions number, but it is helpful and necessary to focus on prescription made for endometriosis by relieving potential confounding bias.

5. Conclusion

CHM network analysis on large-scale, nationwide prescription database can disclose the core CHMs and important CHMs combinations, as well as the principle of TCM therapies for endometriosis. The graphical demonstration and summary of CHMs for endometriosis clarify CHM for endometriosis and choosing future study candidates.

Abbreviations

ARM:	Association rule mining
CHM:	Chinese herbal medicine
HF:	Herbal formula
ICD-9-CM:	International Classification of Diseases, Ninth Revision, Clinical Modification
NHI:	National Health Insurance
NHIRD:	National Health Insurance Research Database
SH:	Single herb
SNA:	Social network analysis
TCM:	Traditional Chinese medicine
GZFLW:	Gui-Zhi-Fu-Ling-Wan
TNF-α:	Tumor necrosis factor-alpha (TNF-α).

Disclosure

The statistical results and conclusions contained in this paper do not represent those of the Bureau of National Health Insurance, Department of Health, and the National Health Research Institute in Taiwan.

Conflicts of Interest

The authors declare that they have no conflicts of interest.

Authors’ Contributions

Pei-Ju Tsai and Yi-Hsuan Lin contributed equally to this work.

Acknowledgments

The authors acknowledge the grant support from the Ministry of Science and Technology, Taiwan [Grant no. MOST 105-2634-E-010-001] and the great assistance provided and managed by the Bureau of National Health Insurance, Department of Health, and the National Health Research Institute for data acquisition.

References

G. A. J. Dunselman, N. Vermeulen, C. Becker et al., “ESHRE guideline: management of women with endometriosis,” Human Reproduction, vol. 29, no. 3, pp. 400–412, 2014.
View at: Publisher Site | Google Scholar
N. P. Johnson, L. Hummelshoj, G. D. Adamson et al., “World endometriosis society consensus on the classification of endometriosis,” Human Reproduction, vol. 32, no. 2, pp. 315–324, 2017.
View at: Publisher Site | Google Scholar
N. Sinaii, K. Plumb, L. Cotton et al., “Differences in characteristics among 1,000 women with endometriosis based on extent of disease,” Fertility and Sterility, vol. 89, no. 3, pp. 538–545, 2008.
View at: Publisher Site | Google Scholar
The Practice Committee of the American Society for Reproductive Medicine, “Treatment of pelvic pain associated with endometriosis: a committee opinion,” Fertility and Sterility, vol. 101, no. 4, pp. 927–935, 2014.
View at: Publisher Site | Google Scholar
S. Kong, Y. H. Zhang, C. F. Liu et al., “The complementary and alternative medicine for endometriosis: a review of utilization and mechanism,” Evidence-Based Complementary and Alternative Medicine, vol. 2014, Article ID 146383, 16 pages, 2014.
View at: Publisher Site | Google Scholar
F.-P. Chen, T.-J. Chen, Y.-Y. Kung, Y.-C. Chen, L.-F. Chou, and S.-J. Hwang, “Use frequency of traditional Chinese medicine in Taiwan,” BMC Health Services Research, vol. 7, no. 1, p. 26, 2007.
View at: Publisher Site | Google Scholar
S. Hsieh, J. Lai, C. Lee, F. Hu, W. Tseng, and J. Wang, “The prescribing of Chinese herbal products in Taiwan: a cross-sectional analysis of the national health insurance reimbursement database,” Pharmacoepidemiology and Drug Safety, vol. 17, no. 6, pp. 609–619, 2008.
View at: Publisher Site | Google Scholar
Y.-C. Lee, Y.-T. Huang, Y.-W. Tsai et al., “The impact of universal National Health Insurance on population health: the experience of Taiwan,” BMC Health Services Research, vol. 10, no. 1, p. 225, 2010.
View at: Publisher Site | Google Scholar
P. M. Barnes, E. Powell-Griner, K. McFann, and R. L. Nahin, “Complementary and alternative medicine use among adults: United States, 2002,” Advance Data, no. 343, pp. 1–19, 2004.
View at: Google Scholar
V. Scheid, “Traditional chinese medicine-what are we investigating? The case of menopause,” Complementary Therapies in Medicine, vol. 15, no. 1, pp. 54–68, 2007.
View at: Publisher Site | Google Scholar
A. Flower, J. P. Liu, G. Lewith, P. Little, and Q. Li, “Chinese herbal medicine for endometriosis,” Cochrane database of systematic reviews, vol. 5, p. CD006568, 2012.
View at: Google Scholar
R.-C. Fang, Y.-T. Tsai, J.-N. Lai, C.-H. Yeh, and C.-T. Wu, “The traditional chinese medicine prescription pattern of endometriosis patients in Taiwan: a population-based study,” Evidence-based Complementary and Alternative Medicine, vol. 2012, Article ID 591391, 9 pages, 2012.
View at: Publisher Site | Google Scholar
H.-Y. Chen, B.-S. Huang, Y.-H. Lin et al., “Identifying Chinese herbal medicine for premenstrual syndrome: implications from a nationwide database,” BMC Complementary and Alternative Medicine, vol. 14, no. 1, p. 206, 2014.
View at: Publisher Site | Google Scholar
H. Y. Chen, Y. H. Lin, I. H. Su, Y. C. Chen, S. H. Yang, and J. L. Chen, “Investigation on chinese herbal medicine for primary dysmenorrhea: implication from a nationwide prescription database in taiwan,” Complementary Therapies in Medicine, vol. 22, no. 1, pp. 116–125, 2014.
View at: Publisher Site | Google Scholar
H. Y. Chen, Y. H. Lin, J. C. Wu et al., “Prescription patterns of chinese herbal products for menopausal syndrome: analysis of a nationwide prescription database,” Journal of Ethnopharmacology, vol. 137, no. 3, pp. 1261–1266, 2011.
View at: Publisher Site | Google Scholar
H.-Y. Chen, Y.-H. Lin, J.-W. Huang, and Y.-C. Chen, “Chinese herbal medicine network and core treatments for allergic skin diseases: implications from a nationwide database,” Journal of Ethnopharmacology, vol. 168, pp. 260–267, 2015.
View at: Publisher Site | Google Scholar
H.-Y. Chen, Y.-H. Lin, and Y.-C. Chen, “Identifying chinese herbal medicine network for treating acne: implications from a nationwide database,” Journal of Ethnopharmacology, vol. 179, pp. 1–8, 2016.
View at: Publisher Site | Google Scholar
H. Y. Chen, Y. H. Lin, J. C. Wu et al., “Characteristics of pediatric traditional chinese medicine users in Taiwan: a nationwide cohort study,” Pediatrics, vol. 129, no. 6, pp. e1485–e1492, 2012.
View at: Publisher Site | Google Scholar
H.-Y. Chen, Y.-H. Lin, J.-C. Wu et al., “Use of traditional chinese medicine reduces exposure to corticosteroid among atopic dermatitis children: a 1-year follow-up cohort study,” Journal of Ethnopharmacology, vol. 159, pp. 189–196, 2015.
View at: Publisher Site | Google Scholar
R. S. M. Schenken, “Endometriosis: Treatment of pelvic pain,” in Uptodate, M. Robert, L. Barbieri, and M. K. Eckler, Eds., FACOG, Waltham, MA, USA, 2016, http://www.uptodate.com/contents/endometriosis-treatment-of-pelvic-pain?source=preview&search=endometriosis+complementary+and+alternative+medicine&language=en-US&anchor=H470878327&selectedTitle=1~150#H470878327.
View at: Google Scholar
C. L. Cheng, Y. H. Y. Kao, S. J. Lin, C. H. Lee, and M. L. Lai, “Validation of the national health insurance research database with ischemic stroke cases in Taiwan,” Pharmacoepidemiology and Drug Safety, vol. 20, no. 3, pp. 236–242, 2011.
View at: Publisher Site | Google Scholar
S.-F. Sung, C.-Y. Hsieh, H.-J. Lin et al., “Validity of a stroke severity index for administrative claims data research: a retrospective cohort study,” BMC Health Services Research, vol. 16, no. 1, pp. 1–9, 2016.
View at: Publisher Site | Google Scholar
M. J. Fuldeore and A. M. Soliman, “Prevalence and symptomatic burden of diagnosed endometriosis in the United States: national estimates from a cross-sectional survey of 59,411 women,” Gynecologic and Obstetric Investigation, 9 pages, 2016.
View at: Publisher Site | Google Scholar
G. Lefebvre, O. Pinsonneault, V. Antao et al., “Primary dysmenorrhea consensus guideline,” Journal of Obstetrics and Gynaecology Canada, vol. 27, no. 12, pp. 1117–1146, 2005.
View at: Publisher Site | Google Scholar
C.-S. Wu, S. S.-F. Gau, and M.-S. Lai, “Long-term antidepressant use and the risk of type 2 diabetes mellitus: a population-based, nested case-control study in Taiwan,” Journal of Clinical Psychiatry, vol. 75, no. 1, pp. 31–38, 2014.
View at: Publisher Site | Google Scholar
H.-H. Pan, C.-Y. Li, T.-J. Chen, T.-P. Su, and K.-Y. Wang, “Association of polypharmacy with fall-related fractures in older Taiwanese people: age- and gender-specific analyses,” BMJ Open, vol. 4, no. 3, Article ID e004428, 2014.
View at: Publisher Site | Google Scholar
R. Agrawal, T. Imielinski, and A. Swami, “Mining association rules between sets of items in large databases,” ACM SIGMOD Record, vol. 22, no. 2, pp. 207–216, 1993.
View at: Google Scholar
T. Shimizu, Y. Yoshihisa, M. Furuichi, M. Ur Rehman, C. Ueda, and T. Makino, “The traditional japanese formula Keishibukuryogan inhibits the production of inflammatory cytokines by dermal endothelial cells,” Mediators of Inflammation, vol. 2010, Article ID 804298, 8 pages, 2010.
View at: Publisher Site | Google Scholar
T. Tanaka, K. Mizuno, N. Umesaki, and S. Ogita, “A preliminary immunopharmacological study of an antiendometriotic herbal medicine, Keishi-bukuryo-gan,” Osaka City Medical Journal, vol. 44, no. 1, pp. 117–124, 1998.
View at: Google Scholar
T. Tanaka, N. Umesaki, K. Mizuno, Y. Fujino, and S. Ogita, “Anti-endometrial IgM autoantibodies in endometriotic patients: a preliminary study,” Clinical and Experimental Obstetrics and Gynecology, vol. 27, no. 2, pp. 133–137, 2000.
View at: Google Scholar
X. Ji, J. Gao, X. Cai et al., “Immunological regulation of chinese herb Guizhi fuling capsule on rat endometriosis model,” Journal of Ethnopharmacology, vol. 134, no. 3, pp. 624–629, 2011.
View at: Publisher Site | Google Scholar
C. Hu, Z. Wang, Z. Pang et al., “Guizhi fuling capsule, an ancient chinese formula, attenuates endometriosis in rats via induction of apoptosis,” Climacteric, vol. 17, no. 4, pp. 410–416, 2014.
View at: Publisher Site | Google Scholar
T. Tanaka, “Effects of anti-endometriotic therapies on Fas-mediated endometrial epithelial apoptosis,” Oncology Reports, vol. 13, no. 6, pp. 1235–1239, 2005.
View at: Google Scholar
S. E. Jin, O. S. Kim, S.-R. Yoo et al., “Anti-inflammatory effect and action mechanisms of traditional herbal formula Gamisoyo-san in raw 264.7 macrophages,” BMC Complementary and Alternative Medicine, vol. 16, no. 1, article no. 219, 2016.
View at: Publisher Site | Google Scholar
Y. Q. Hua, S. L. Su, J. A. Duan, Q. J. Wang, Y. Lu, and L. Chen, “Danggui-Shaoyao-San, a traditional Chinese prescription, suppresses PGF_2α production in endometrial epithelial cells by inhibiting COX-2 expression and activity,” Phytomedicine, vol. 15, no. 12, pp. 1046–1052, 2008.
View at: Publisher Site | Google Scholar
S. Usuki, T. Nakauchi, S. Higa, and K. Someya, “The improvement of luteal insufficiency in fecund women by Tokishakuyakusan treatment,” American Journal of Chinese Medicine, vol. 30, no. 2-3, pp. 327–338, 2002.
View at: Publisher Site | Google Scholar
X. Huang, S. Su, J.-A. Duan et al., “Effects and mechanisms of Shaofu-Zhuyu decoction and its major bioactive component for cold—stagnation and blood—stasis primary dysmenorrhea rats,” Journal of Ethnopharmacology, vol. 186, pp. 234–243, 2016.
View at: Publisher Site | Google Scholar
T. Ushiroyama, A. Ikeda, S. Higashio et al., “Unkei-to for correcting luteal phase defects,” Journal of Reproductive Medicine for the Obstetrician and Gynecologist, vol. 48, no. 9, pp. 729–734, 2003.
View at: Google Scholar
K.-J. Soumaya, M. Dhekra, C. Fadwa et al., “Pharmacological, antioxidant, genotoxic studies and modulation of rat splenocyte functions by Cyperus rotundus extracts,” BMC Complementary and Alternative Medicine, vol. 13, article 28, 2013.
View at: Publisher Site | Google Scholar
K.-J. Soumaya, G. Zied, N. Nouha et al., “Evaluation of in vitro antioxidant and apoptotic activities of Cyperus rotundus,” Asian Pacific Journal of Tropical Medicine, vol. 7, no. 2, pp. 105–112, 2014.
View at: Publisher Site | Google Scholar
L. Kakarla, S. Katragadda, A. Tiwari et al., “Free radical scavenging, α-glucosidase inhibitory and anti-inflammatory constituents from Indian sedges, Cyperus scariosus R.Br and Cyperus rotundus L,” Pharmacognosy Magazine, vol. 12, supplement 4, no. 47, pp. S488–S496, 2016.
View at: Publisher Site | Google Scholar
L. Wang, Y. Zhang, Z. Wang et al., “The antinociceptive properties of the corydalis yanhusuo extract,” PLoS ONE, vol. 11, no. 9, Article ID e0162875, 2016.
View at: Publisher Site | Google Scholar
H.-H. Zhou, D.-L. Wu, L.-Y. Gao, Y. Fang, and W.-H. Ge, “L-tetrahydropalmatine alleviates mechanical hyperalgesia in models of chronic inflammatory and neuropathic pain in mice,” NeuroReport, vol. 27, no. 7, pp. 476–480, 2016.
View at: Publisher Site | Google Scholar
J. Chen, X. Lu, C. Lu et al., “13-Methyl-palmatrubine induces apoptosis and cell cycle arrest in A549 cells in vitro and in vivo,” Oncology Reports, vol. 36, no. 5, pp. 2526–2534, 2016.
View at: Publisher Site | Google Scholar
M. A. Islam, F. Ahmed, A. K. Das, and S. C. Bachar, “Analgesic and anti-inflammatory activity of Leonurus sibiricus,” Fitoterapia, vol. 76, no. 3-4, pp. 359–362, 2005.
View at: Publisher Site | Google Scholar
H.-Y. Shin, S.-H. Kim, S.-M. Kang et al., “Anti-inflammatory activity of Motherwort (Leonurus sibiricus L.),” Immunopharmacology and Immunotoxicology, vol. 31, no. 2, pp. 209–213, 2009.
View at: Publisher Site | Google Scholar
X. Liu, L. Pan, X. Wang, Q. Gong, and Y. Z. Zhu, “Leonurine protects against tumor necrosis factor-α-mediated inflammation in human umbilical vein endothelial cells,” Atherosclerosis, vol. 222, no. 1, pp. 34–42, 2012.
View at: Publisher Site | Google Scholar
Z.-H. Zhou, Q. Weng, J.-H. Zhou, and J. Zhou, “Extracts of Salvia miltiorrhiza bunge on the cytokines of rat endometriosis models,” African Journal of Traditional, Complementary and Alternative Medicines, vol. 9, no. 3, pp. 303–314, 2012.
View at: Publisher Site | Google Scholar
H. Gao, W. Sun, J. Zhao et al., “Tanshinones and diethyl blechnics with anti-inflammatory and anti-cancer activities from salvia miltiorrhiza bunge (danshen),” Scientific Reports, vol. 6, Article ID 33720, 2016.
View at: Publisher Site | Google Scholar
N. Yang, Z. Dong, G. Tian et al., “Protective effects of organic acid component from Taraxacum mongolicum Hand.-Mazz. against LPS-induced inflammation: regulating the TLR4/IKK/NF-κB signal pathway,” Journal of Ethnopharmacology, vol. 194, pp. 395–402, 2016.
View at: Publisher Site | Google Scholar
A. Kumar, D. Fan, D. J. DiPette, and U. S. Singh, “Sparstolonin B, a novel plant derived compound, arrests cell cycle and induces apoptosis in N-Myc amplified and N-Myc nonamplified neuroblastoma cells,” PLoS ONE, vol. 9, no. 5, Article ID e96343, 2014.
View at: Publisher Site | Google Scholar
Q. Liang, F. Yu, X. Cui et al., “Sparstolonin B suppresses lipopolysaccharide-induced inflammation in human umbilical vein endothelial cells,” Archives of Pharmacal Research, vol. 36, no. 7, pp. 890–896, 2013.
View at: Publisher Site | Google Scholar
W. R. Jiang, J. L. Chen, and M. Z. Gao, “Studying on characteristic of different symptoms of endometriosis according to chinese medical differential diagnosis,” Journal of Chengdu University of Traditional Chinese Medicine, vol. no.02, 2009.
View at: Google Scholar
S.-Y. Su, C.-H. Muo, F.-C. Sung, and D. E. Morisky, “Reduction of surgery rate in endometriosis patients who take Chinese medicine: a population-based retrospective cohort study,” Complementary Therapies in Medicine, vol. 22, no. 4, pp. 632–639, 2014.
View at: Publisher Site | Google Scholar
H. Xu, Z.-R. Su, W. Huang et al., “Er Zhi Wan, an ancient herbal decoction for woman menopausal syndrome, activates the estrogenic response in cultured MCF-7 cells: an evaluation of compatibility in defining the optimized preparation method,” Journal of Ethnopharmacology, vol. 143, no. 1, pp. 109–115, 2012.
View at: Publisher Site | Google Scholar

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Copyright © 2017 Pei-Ju Tsai et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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