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Jo HG, Kim H, Baek E, Lee D, Hwang JH. Efficacy and Key Materials of East Asian Herbal Medicine Combined with Conventional Medicine on Inflammatory Skin Lesion in Patients with Psoriasis Vulgaris: A Meta-Analysis, Integrated Data Mining, and Network Pharmacology. Pharmaceuticals (Basel) 2023; 16:1160. [PMID: 37631075 PMCID: PMC10459676 DOI: 10.3390/ph16081160] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 08/04/2023] [Accepted: 08/07/2023] [Indexed: 08/27/2023] Open
Abstract
Psoriasis is a chronic inflammatory disease that places a great burden on both individuals and society. The use of East Asian herbal medicine (EAHM) in combination with conventional medications is emerging as an effective strategy to control the complex immune-mediated inflammation of this disease from an integrative medicine (IM) perspective. The safety and efficacy of IM compared to conventional medicine (CM) were evaluated by collecting randomized controlled trial literature from ten multinational research databases. We then searched for important key materials based on integrated drug data mining. Network pharmacology analysis was performed to predict the mechanism of the anti-inflammatory effect. Data from 126 randomized clinical trials involving 11,139 patients were used. Compared with CM, IM using EAHM showed significant improvement in the Psoriasis Area Severity Index (PASI) 60 (RR: 1.4280; 95% CI: 1.3783-1.4794; p < 0.0001), PASI score (MD: -3.3544; 95% CI: -3.7608 to -2.9481; p < 0.0001), inflammatory skin lesion outcome, quality of life, serum inflammatory indicators, and safety index of psoriasis. Through integrated data mining of intervention data, we identified four herbs that were considered to be representative of the overall clinical effects of IM: Rehmannia glutinosa (Gaertn.) DC., Isatis tinctoria subsp. athoa (Boiss.) Papan., Paeonia × suffruticosa Andrews, and Scrophularia ningpoensis Hemsl. They were found to have mechanisms to inhibit pathological keratinocyte proliferation and immune-mediated inflammation, which are major pathologies of psoriasis, through multiple pharmacological actions on 19 gene targets and 8 pathways in network pharmacology analysis. However, the quality of the clinical trial design and pharmaceutical quality control data included in this study is still not optimal; therefore, more high-quality clinical and non-clinical studies are needed to firmly validate the information explored in this study. This study is informative in that it presents a focused hypothesis and methodology for the value and direction of such follow-up studies.
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Affiliation(s)
- Hee-Geun Jo
- Department of Herbal Pharmacology, College of Korean Medicine, Gachon University, 1342 Seongnamdae-ro, Sujeong-gu, Seongnam-si 13120, Gyeonggi-do, Republic of Korea;
- Naturalis Inc. 6, Daewangpangyo-ro, Bundang-gu, Seongnam-si 13549, Gyeonggi-do, Republic of Korea
| | - Hyehwa Kim
- KC Korean Medicine Hospital 12, Haeol 2-gil, Paju-si 10865, Gyeonggi-do, Republic of Korea;
| | - Eunhye Baek
- RexSoft Inc., 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea
| | - Donghun Lee
- Department of Herbal Pharmacology, College of Korean Medicine, Gachon University, 1342 Seongnamdae-ro, Sujeong-gu, Seongnam-si 13120, Gyeonggi-do, Republic of Korea;
| | - Ji Hye Hwang
- Department of Acupuncture and Moxibustion Medicine, College of Korean Medicine, Gachon University, 1342 Seongnamdae-ro, Sujeong-gu, Seongnam-si 13120, Gyeonggi-do, Republic of Korea
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Kim H, Jo HG, Hwang JH, Lee D. Integrative medicine (East Asian herbal medicine combined with conventional medicine) for psoriasis: A protocol for systematic review and meta-analysis. Medicine (Baltimore) 2023; 102:e32360. [PMID: 36701719 PMCID: PMC9857380 DOI: 10.1097/md.0000000000032360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Psoriasis is a chronic, inflammatory, autoimmune skin disease. The aim of this review is to systematically evaluate the efficacy and safety of integrative medicine (East Asian herbal medicine combined with conventional medicine) used to treat inflammatory skin lesions of psoriasis. METHODS A comprehensive literature search will be conducted in 3 English databases (PubMed, Cochrane Library, and Embase), 4 Korean databases (Korean Studies Information Service System, Research Information Service System, Oriental Medicine Advanced Searching Integrated System, and Korea Citation Index), 2 Chinese databases (Chinese National Knowledge Infrastructure Database and Wanfang data), and 1 Japanese database (Citation Information by National Institute of Informatics) for randomized controlled trials from their inception until July 29, 2021. Statistical analysis will be performed using R version 4.1.2 and the R studio program using the default settings of the "meta" and "metafor" packages. The primary outcome will be an improvement in the psoriasis area severity index. All outcomes will be analyzed using a random-effects model to produce more statistically conservative results. If heterogeneity is detected in the study, the cause will be identified through sensitivity, meta-regression, and subgroup analyses. Methodological quality will be assessed independently using the revised tool for the risk of bias in randomized trials, version 2.0. The overall quality of evidence will be evaluated according to the Grading of Recommendations Assessment, Development, and Evaluation pro framework. RESULTS This study will review all available trials on the same subject and arrive at a more statistically robust conclusion based on a sufficient sample size of participants and additional analysis using data mining techniques will be performed on intervention prescription information in clinical studies collected according to rigorous criteria. CONCLUSION We believe that this study will provide useful knowledge on managing inflammatory skin lesions of psoriasis vulgaris using integrative medicine using East Asian herbal medicine.
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Affiliation(s)
- Hyehwa Kim
- Department of Herbal Pharmacology, College of Korean Medicine, Gachon University, Sujeong-gu, Seongnam, Republic of Korea
| | - Hee-Geun Jo
- Department of Herbal Pharmacology, College of Korean Medicine, Gachon University, Sujeong-gu, Seongnam, Republic of Korea
- Naturalis Inc. 6, Daewangpangyo-ro, Bundang-gu, Seongnam, Gyeonggi-do, Republic of Korea
- * Corresponding author: Hee-Geun Jo, Department of Herbal Pharmacology, College of Korean Medicine, Gachon University, Sujeong-gu, Seongnam, Republic of Korea (e-mail: )
| | - Ji-Hye Hwang
- Department of Acupuncture and Moxibustion Medicine, College of Korean Medicine, Gachon University, Sujeong-gu, Seongnam, Republic of Korea
| | - Donghun Lee
- Department of Herbal Pharmacology, College of Korean Medicine, Gachon University, Sujeong-gu, Seongnam, Republic of Korea
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Jędrzejewska AB, Ślusarska BJ, Jurek K, Nowicki GJ. Translation and Cross-Cultural Adaptation of the International Questionnaire to Measure the Use of Complementary and Alternative Medicine (I-CAM-Q) for the Polish and Cross-Sectional Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 20:124. [PMID: 36612446 PMCID: PMC9819037 DOI: 10.3390/ijerph20010124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Revised: 12/17/2022] [Accepted: 12/20/2022] [Indexed: 06/17/2023]
Abstract
According to the World Health Organization (WHO), complementary and alternative medicine (CAM) encompasses a broad set of health care practices that are not part of a country's traditional or conventional medicine and are not fully integrated into the prevailing health care system. The aim of this study is the linguistic and cross-cultural adaptation of the Polish version of the International Questionnaire to Measure Use of Complementary and Alternative Medicine (I-CAM-Q) and the assessment of the occurrence and factors related to CAM among patients in Poland. A methodological model of translation and cross-cultural adaptation of research tools according to Beaton et al. with a Delphi-Technique was used for the linguistic and cultural adaptation of the Polish version of I-CAM-Q. The Delphi consensus was achieved in the scale assessment between the experts in two rounds (with a score of above 80% of expert agreement). Data was collected using an online survey within 38 thematically different groups on Facebook, among 524 participants. Over half (59.7%, n = 313) of the respondents used the services of at least one CAM practitioner. On the other hand, 50.8% (n = 266) of the respondents declared using physician's advice. The use of herbs and plant products was reported by 84.7% (n = 444), and vitamins and minerals by 88.4% (n = 463) of respondents. The most commonly used self-help practices among the respondents were relaxation techniques (49.6%), praying for one's health (43.3%) and meditation (41.2%). The consensual methodology of validating the Polish version of the I-CAM-Q scale allowed for creation of a conceptually and linguistically equivalent tool with the original international instrument. A high frequency of CAM use was found among the respondents. Therefore, strategies should be implemented to improve patient-physician communication on the use of CAM in Poland.
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Affiliation(s)
- Aneta Brygida Jędrzejewska
- Department of Family and Geriatric Nursing, Medical University of Lublin, Staszica 6 Str., PL-20-081 Lublin, Poland
| | - Barbara Janina Ślusarska
- Department of Family and Geriatric Nursing, Medical University of Lublin, Staszica 6 Str., PL-20-081 Lublin, Poland
| | - Krzysztof Jurek
- Institute of Sociological Sciences, The John Paul II Catholic University of Lublin, Al. Racławickie 14 Str., PL-20-950 Lublin, Poland
| | - Grzegorz Józef Nowicki
- Department of Family and Geriatric Nursing, Medical University of Lublin, Staszica 6 Str., PL-20-081 Lublin, Poland
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Tabata R, Yamaguchi H, Ookura Y, Tani K. Complementary and alternative medicines chosen for specific health problems: Internet survey using the I-CAM-Q in Japan: A STROBE-compliant cross-sectional study. Medicine (Baltimore) 2022; 101:e31098. [PMID: 36254091 PMCID: PMC9575747 DOI: 10.1097/md.0000000000031098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
This study investigated the different complementary and alternative medicines (CAMs) adopted by people in Japan, as well as the health problems treated with CAMs. Understanding more about this topic will facilitate the appropriate incorporation of CAMs into conventional medicine when treating health problems. Data were collected through an online survey based on the International Questionnaire to Measure Use of Complementary and Alternative Medicine (I-CAM-Q). The study examined CAM utilization among people aged 20 years or older; 164 valid responses were collected (18.9%). We adopted a cross-sectional design. We then compared the relationships between the specific health problems reported by participants, their self-help practices, and the kinds of healthcare specialists consulted. We also examined participants' reasons for using CAMs and their responses regarding the usefulness of the CAMs adopted. We found that self-help/CAM practices differed for specific health problems. Participants with musculoskeletal and heart problems were more likely to use poultices. Those with respiratory and digestive problems were more likely to practice yoga, tai chi, and qigong. Those with digestive and neurological problems were more likely to use aromatherapy. The I-CAM-Q questionnaire also revealed the purpose and usefulness of the CAMs utilized as well as the participants' attitudes regarding conventional medicine. The study showed that participants find physicians less helpful than other options for treating their health problems. Additionally, when asked whether it was helpful to consult with a specific professional for health problems, there was a higher percentage of participants who answered "Very helpful" for professionals, like massage, judo, acupuncture, and moxibustion therapists, than for physicians. The results of this study will help to inform medical providers of the most appropriate types of CAMs for dealing with various health problems.
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Affiliation(s)
- Ryo Tabata
- Department of General Medicine, University of Tokushima Graduate School of Biomedical Sciences, Tokushima, Japan
| | - Harutaka Yamaguchi
- Department of General Medicine, University of Tokushima Graduate School of Biomedical Sciences, Tokushima, Japan
| | - Yoshihiro Ookura
- Department of General Medicine and Primary Care, Tokushima University Hospital, Tokushima, Japan
| | - Kenji Tani
- Department of General Medicine and Primary Care, Tokushima University Hospital, Tokushima, Japan
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Kebede EB, Tan J, Iftikhar S, Abu Lebdeh HS, Duggirala MK, Ghosh AK, Croghan IT, Jenkins SM, Mahapatra S, Bauer BA, Wahner-Roedler DL. Complementary and Alternative Medicine Use by Patients From the Gulf Region Seen in the International Practice of a Tertiary Care Medical Center. Glob Adv Health Med 2021; 10:21649561211010129. [PMID: 33996270 PMCID: PMC8076768 DOI: 10.1177/21649561211010129] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 02/25/2021] [Accepted: 03/25/2021] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Patients from various countries may have unique patterns of using complementary and alternative medicine (CAM) and unique reasons for using it. OBJECTIVE Our objective was to assess the use of CAM among patients from the Gulf region attending the Executive and International Health Program of the Department of General Internal Medicine at Mayo Clinic in Rochester, Minnesota. METHODS This cross-sectional survey was administered to all patients who were from the Gulf region and were undergoing outpatient evaluation in the Executive and International Health Program. After their initial medical evaluation by a physician, the patients were invited to anonymously complete the modified International Complementary and Alternative Medicine Questionnaire. RESULTS The survey was completed by 69 patients (41 women, 27 men; mean age, 45.4 years). The most frequently seen providers for CAM treatments were physicians (71.0% of patients), spiritual healers (29.0%), and chiropractors (20.3%). CAM treatments most frequently received from a physician were massage therapy (51.0%), hijama (38.8%), spiritual healing (24.5%), and acupuncture or herbs (16.3%). The most frequently used dietary supplements were ginger (42.0%), bee products (30.4%), and garlic (27.5%). The most common self-help therapies were prayers for health (68.1%), meditation (15.9%), and relaxation techniques (11.6%). CAM therapy, including visits to CAM providers, was used by 92.8% of patients. CAM was mainly used to improve well-being and long-term health conditions rather than for acute illnesses. CONCLUSION The use of CAM was high among our patients from the Gulf region, and the CAM therapies used by this population differed from the ones used by US patients. Physicians providing care to patients from the Gulf region should be aware of how the use of CAM may affect the care needs of these patients.
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Affiliation(s)
- Esayas B Kebede
- Division of General Internal Medicine, Mayo Clinic, Rochester, Minnesota
| | - Judy Tan
- Division of General Internal Medicine, Mayo Clinic, Rochester, Minnesota
| | - Salma Iftikhar
- Division of General Internal Medicine, Mayo Clinic, Rochester, Minnesota
| | - Haitham S. Abu Lebdeh
- Division of General Internal Medicine, Mayo Clinic, Rochester, Minnesota
- Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Mayo Clinic, Rochester, Minnesota
| | - Murali K Duggirala
- Division of General Internal Medicine, Mayo Clinic, Rochester, Minnesota
| | - Amit K Ghosh
- Division of General Internal Medicine, Mayo Clinic, Rochester, Minnesota
| | - Ivana T Croghan
- Division of General Internal Medicine, Mayo Clinic, Rochester, Minnesota
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Sarah M Jenkins
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
| | - Saswati Mahapatra
- Division of General Internal Medicine, Mayo Clinic, Rochester, Minnesota
| | - Brent A Bauer
- Division of General Internal Medicine, Mayo Clinic, Rochester, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
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Jin C, Jang BH, Jeon JP, Lee YS, Yang SB, Kwon S. Traditional East Asian herbal medicines for the treatment of poststroke constipation: A protocol for systematic review and meta analysis. Medicine (Baltimore) 2021; 100:e25503. [PMID: 33847666 PMCID: PMC8052026 DOI: 10.1097/md.0000000000025503] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 03/24/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Post-stroke constipation is a major complication of stroke and increases the incidence of poor neurological outcomes and infectious complications and, therefore, warrants active and prompt treatment. In East Asian countries, several types of herbal medicines have been used for the treatment of post-stroke constipation because they are considered safer than existing pharmacotherapies. However, no systematic review has investigated the efficacy and safety of traditional East Asian herbal medicine in the treatment of post-stroke constipation. With this systematic review and meta-analysis, we aimed to evaluate the efficacy and safety of traditional East Asian herbal medicines for the treatment of post-stroke constipation. METHODS AND ANALYSIS Eight electronic databases will be searched for relevant studies published from inception to April 2021. Only randomized controlled trials (RCTs) that assess the efficacy and safety of traditional East Asian herbal medicines for the treatment of post-stroke constipation will be included in this study. The methodological qualities, including the risk of bias, will be evaluated using the Cochrane risk of bias assessment tool. After screening the studies, a meta-analysis of the RCTs will be performed, if possible. RESULTS This study is expected to generate high-quality evidence of the efficacy and safety of herbal medicines to treat post-stroke constipation. CONCLUSION Our systematic review will provide evidence to determine whether herbal medicines can be effective interventions for patients with post-stroke constipation. ETHICS AND DISSEMINATION Ethical approval is not required, as this study was based on a review of published research. This review will be published in a peer-reviewed journal and disseminated electronically and in print. TRIAL REGISTRATION NUMBER Research registry reviewregistry1117.
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Affiliation(s)
- Chul Jin
- Department of Cardiology and Neurology
| | - Bo-Hyoung Jang
- Department of Preventive Medicine, College of Korean Medicine, Kyung Hee University, Seoul
| | - Jin Pyeong Jeon
- Department of Neurosurgery, Chuncheon Sacred Heart Hospital, Hallym University Medical Center, Hallym University College of Medicine, Chuncheon
| | - Ye-Seul Lee
- Jaseng Spine and Joint Research Institute, Jaseng Medical Foundation, Seoul
| | - Seung-Bo Yang
- Department of Korean Internal Medicine, College of Korean Medicine, Gachon University, Seongnam, Republic of Korea
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Kristoffersen AE, Quandt SA, Stub T. Use of complementary and alternative medicine in Norway: a cross-sectional survey with a modified Norwegian version of the international questionnaire to measure use of complementary and alternative medicine (I-CAM-QN). BMC Complement Med Ther 2021; 21:93. [PMID: 33726724 PMCID: PMC7962303 DOI: 10.1186/s12906-021-03258-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 02/22/2021] [Indexed: 02/06/2023] Open
Abstract
Background In recent decades complementary and alternative medicine (CAM) has been widely used worldwide as well as in Norway, where CAM is offered mainly outside the national health care service, mostly complementary to conventional treatment and fully paid for by the patients. With few exceptions, previous research has reported on frequency and associations of total CAM use in Norway rather than on single therapies and products. Therefore, in this present study we will map the use of CAM more precisely, including types of services, products, and self-help practices and further include reasons for use and helpfulness of the specific therapies used based on a modified Norwegian version of the I-CAM-Q (I-CAM-QN). Method Computer assisted telephone interviews using I-CAM-QN were conducted with 2001 randomly selected Norwegians aged 16 and above using multistage sampling in January 2019 with age and sex quotas for each area. Weights based on sex, age, education, and region corrected for selection biases, so that results are broadly representative of the Norwegian population. Descriptive statistics were carried out using Pearson’s Chi-square tests and t-tests to identify group differences. Result CAM use was reported by 62.2% of the participants during the prior12 months. Most participants had used natural remedies (47.4%), followed by self-help practices (29.1%) and therapies received from CAM providers (14.7%). Few of the participants had received CAM therapies from physicians (1.2%). Women were generally more likely to use CAM than men, younger people more likely than older, and participants with lower university education and income more likely than participants without university education, with higher university education and higher income. Mean number of visits per year to the different CAM providers ranged from 3.57 times to herbalists to 6.77 times to healers. Most of the participants found their use of CAM helpful. Conclusion This study confirms that CAM is used by a considerable segment of the Norwegian population. We suspect that the number of participants reporting CAM use is greater when specific therapies are listed in the questionnaire as a reminder (as in the I-CAM-QN) compared to more general questions about CAM use. The CAM modalities used are mainly received from CAM providers operating outside public health care or administered by the participants themselves. Supplementary Information The online version contains supplementary material available at 10.1186/s12906-021-03258-6.
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Affiliation(s)
- Agnete Egilsdatter Kristoffersen
- Department of Community Medicine, National Research Center in Complementary and Alternative Medicine (NAFKAM), UiT The Arctic University of Norway, N-9037, Tromsø, Norway.
| | - Sara A Quandt
- Department of Epidemiology and Prevention Division of Public Health Sciences Wake Forest School of Medicine Medical Center Boulevard Winston-Salem, Winston-Salem, North Carolina, 27157-1063, USA
| | - Trine Stub
- Department of Community Medicine, National Research Center in Complementary and Alternative Medicine (NAFKAM), UiT The Arctic University of Norway, N-9037, Tromsø, Norway
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Jansen C, Baker JD, Kodaira E, Ang L, Bacani AJ, Aldan JT, Shimoda LMN, Salameh M, Small-Howard AL, Stokes AJ, Turner H, Adra CN. Medicine in motion: Opportunities, challenges and data analytics-based solutions for traditional medicine integration into western medical practice. JOURNAL OF ETHNOPHARMACOLOGY 2021; 267:113477. [PMID: 33098971 PMCID: PMC7577282 DOI: 10.1016/j.jep.2020.113477] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 09/23/2020] [Accepted: 10/13/2020] [Indexed: 05/03/2023]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Traditional pharmacopeias have been developed by multiple cultures and evaluated for efficacy and safety through both historical/empirical iteration and more recently through controlled studies using Western scientific paradigms and an increasing emphasis on data science methodologies for network pharmacology. Traditional medicines represent likely sources of relatively inexpensive drugs for symptomatic management as well as potential libraries of new therapeutic approaches. Leveraging this potential requires hard evidence for efficacy that separates science from pseudoscience. MATERIALS AND METHODS We performed a review of non-Western medical systems and developed case studies that illustrate the epistemological and practical translative barriers that hamper their transition to integration with Western approaches. We developed a new data analytics approach, in silico convergence analysis, to deconvolve modes of action, and potentially predict desirable components of TM-derived formulations based on computational consensus analysis across cultures and medical systems. RESULTS Abstraction, simplification and altered dose and delivery modalities were identified as factors that influence actual and perceived efficacy once a medicine is moved from a non-Western to Western setting. Case studies on these factors highlighted issues with translation between non-Western and Western epistemologies, including those where epistemological and medicinal systems drive markets that can be epicenters for zoonoses such as the novel Coronavirus. The proposed novel data science approach demonstrated the ability to identify and predict desirable medicinal components for a test indication, pain. CONCLUSIONS Relegation of traditional therapies to the relatively unregulated nutraceutical industry may lead healthcare providers and patients to underestimate the therapeutic potential of these medicines. We suggest three areas of emphasis for this field: First, vertical integration and embedding of traditional medicines into healthcare systems would subject them to appropriate regulation and evidence-based practice, as viable integrative implementation mode. Second, we offer a new Bradford-Hill-like framework for setting research priorities and evaluating efficacy, with the goal of rescuing potentially valuable therapies from the nutraceutical market and discrediting those that are pseudoscience. Third, data analytics pipelines offer new capacity to generate new types of TMS-inspired medicines that are rationally-designed based on integrated knowledge across cultures, and also provide an evaluative framework against which to test claims of fidelity and efficacy to TMS made for nutraceuticals.
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Affiliation(s)
- C Jansen
- Laboratory of Immunology and Signal Transduction, Chaminade University, Honolulu, Hawai'i, USA.
| | - J D Baker
- Laboratory of Immunology and Signal Transduction, Chaminade University, Honolulu, Hawai'i, USA.
| | - E Kodaira
- Medicinal Plant Garden, Kitasato University, 1-15-1 Kitasato, Minami-ku, Sagamihara, 252-0373, Kanagawa, Japan.
| | - L Ang
- Undergraduate Program in Biology, Chaminade University, Honolulu, Hawai'i, USA.
| | - A J Bacani
- Undergraduate Program in Biology, Chaminade University, Honolulu, Hawai'i, USA.
| | - J T Aldan
- Laboratory of Immunology and Signal Transduction, Chaminade University, Honolulu, Hawai'i, USA; Graduate Program in Public Health, Eastern Washington University, Spokane, WA, USA.
| | - L M N Shimoda
- Laboratory of Immunology and Signal Transduction, Chaminade University, Honolulu, Hawai'i, USA.
| | - M Salameh
- Laboratory of Immunology and Signal Transduction, Chaminade University, Honolulu, Hawai'i, USA.
| | | | - A J Stokes
- Laboratory of Experimental Medicine, John A. Burns School of Medicine, Honolulu, Hawai'i, USA; Hawai'i Data Science Institute, University of Hawai'i at Manoa, Honolulu, Hawai'i, USA; The Adra Institute, Boston, MA, USA.
| | - H Turner
- Laboratory of Immunology and Signal Transduction, Chaminade University, Honolulu, Hawai'i, USA; The Adra Institute, Boston, MA, USA.
| | - C N Adra
- The Adra Institute, Boston, MA, USA.
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