1
|
Tsai M, Coughlin SS, Cortes J. County-level colorectal cancer screening rates on colorectal cancer survival in the state of Georgia: Does county-level rurality matter? Cancer Med 2024; 13:e6830. [PMID: 38164120 PMCID: PMC10807605 DOI: 10.1002/cam4.6830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 11/15/2023] [Accepted: 12/08/2023] [Indexed: 01/03/2024] Open
Abstract
PURPOSE Investigating CRC screening rates and rurality at the county-level may explain disparities in CRC survival in Georgia. Although a few studies examined the relationship of CRC screening rates, rurality, and/or CRC outcomes, they either used an ecological study design or focused on the larger population. METHODS We conducted a retrospective analysis utilizing data from the 2004-2010 Surveillance, Epidemiology, and End Results Program. The 2013 United States Department of Agriculture rural-urban continuum codes and 2004-2010 National Cancer Institute small-area estimates for screening behaviors were used to identify county-level rurality and CRC screening rates. Kaplan-Meier method and Cox proportional hazard regression were performed. RESULTS Among 22,160 CRC patients, 5-year CRC survival rates were lower among CRC patients living in low screening areas in comparison with intermediate/high areas (69.1% vs. 71.6% /71.3%; p-value = 0.030). Patients living in rural high-screening areas also had lower survival rates compared to non-rural areas (68.2% vs. 71.8%; p-value = 0.009). Our multivariable analysis demonstrated that patients living in intermediate (HR, 0.91; 95% CI, 0.85-0.98) and high-screening (HR, 0.92; 95% CI, 0.85-0.99) areas were at 8%-9% reduced risk of CRC death. Further, non-rural CRC patients living in intermediate and high CRC screening areas were 9% (HR, 0.91; 95% CI, 0.83-0.99) and 10% (HR, 0.90; 95% CI, 0.82-0.99) less likely to die from CRC. CONCLUSIONS Lower 5-year survival rates were observed in low screening and rural high-screening areas. Living in intermediate/high CRC screening areas was negatively associated with the risk of CRC death. Particularly, non-rural patients living in intermediate/high-screening areas were 8%-9% less likely to die from CRC. Targeted CRC screening resources should be prioritized for low screening and rural communities.
Collapse
Affiliation(s)
- Meng‐Han Tsai
- Cancer Prevention, Control, & Population Health Program, Georgia Cancer CenterAugusta UniversityAugustaGeorgiaUSA
- Georgia Prevention InstituteAugusta UniversityAugustaGeorgiaUSA
| | - Steven S. Coughlin
- Department of Biostatistics, Data Science and EpidemiologyAugusta UniversityAugustaGeorgiaUSA
| | - Jorge Cortes
- Georgia Cancer CenterAugusta UniversityAugustaGeorgiaUSA
| |
Collapse
|
2
|
Cancer Screening Differences Among Muslims and Non-Muslims: Insights from the Chicago Multiethnic Prevention and Surveillance Study. J Racial Ethn Health Disparities 2023; 10:176-182. [PMID: 35028902 DOI: 10.1007/s40615-021-01208-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 12/02/2021] [Accepted: 12/06/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND While cancer screening disparities along socioeconomic and racial/ethnic lines are well studied, differences based on religious affiliation are under-researched. Though diverse in terms of race/ethnicity, Muslim Americans appear to share values and beliefs that similarly inform their health and healthcare seeking behaviors. Cancer screening disparities among Muslim Americans are also understudied. METHODS To examine differences in cancer screening behaviors based on Muslim affiliation, we analyzed data from a longitudinal cohort study examining lifestyle, healthcare access, environmental, and genetic factors on the health of Chicagoans. RESULTS Of 7552 participants, 132 (1.7%) were Muslim. Between Muslim and non-Muslims, there were no significant differences in prostate, cervical, and breast cancer screening rates, but Muslims were less likely to undergo colorectal cancer screening. When differences in obesity and insurance status were accounted for in a multivariate regression model, religious affiliation was no longer significantly associated with screening rates. DISCUSSION Religious values can influence cancer screening behaviors; hence, tracking cancer screening along religious lines may illuminate previously unknown disparities. Our analysis of a predominately African American cohort of Chicagoans, however, did not reveal religious affiliation to predict cancer screening disparities.
Collapse
|
3
|
Value of routine test for identifying colorectal cancer from patients with nonalcoholic fatty liver disease. BMC Gastroenterol 2020; 20:180. [PMID: 32517710 PMCID: PMC7285775 DOI: 10.1186/s12876-020-01327-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Accepted: 06/01/2020] [Indexed: 12/19/2022] Open
Abstract
Background Nonalcoholic fatty liver disease (NAFLD) is a risk factor for colorectal neoplasms. Our goal is to explore the relationship between NAFLD and colorectal cancer (CRC) and to analyze potential indicators for screening CRC in NAFLD based on clinical big data. Methods Demographic information and routine clinical indicators were extracted from Xiangya Medical Big Data Platform. 35,610 NAFLD cases without CRC (as group NAFLD-CRC), 306 NAFLD cases with CRC (as group NAFLD-NonCRC) and 10,477 CRC cases without NAFLD were selected and evaluated. The CRC incidence was compared between NAFLD population and general population by Chi-square test. Independent sample t-test was used to find differences of age, gender and routine clinical indicators in pairwise comparisons of NAFLD-CRC, NAFLD-NonCRC and nonNAFLD-CRC. Results NAFLD population had a higher CRC incidence than general population (7.779‰ vs 3.763‰, P < 0.001). Average age of NAFLD-CRC (58.79 ± 12.353) or nonNAFLD-CRC (59.26 ± 13.156) was significantly higher than NAFLD-nonCRC (54.15 ± 14.167, p < 0.001). But age had no significant difference between NAFLD-CRC and nonNAFLD-CRC (P > 0.05). There was no different gender distribution for three groups (P > 0.05). NAFLD-CRC had lower anaemia-related routine clinical indicators such as decrease of red blood cell count, mean hemoglobin content and hemoglobin than NAFLD-nonCRC (P < 0.05 for all). Anemia of NAFLD-CRC was typical but it might be slighter than nonNAFLD-CRC. More interestingly, NAFLD-CRC had distinct characteristics of leukocyte system such as lower white blood cell count (WBC) and neutrophil count (NEU_C) and higher basophil percentage (BAS_Per) than nonNAFLD-CRC and NAFLD-nonCRC (P < 0.05 for all). Compared with NAFLD-nonCRC, the change of WBC, BAS_Per and NEU_C in NAFLD-CRC was different from that in nonNAFLD-CRC. In addition, NAFLD-CRC had a higher level of low density lipoprotein (LDL) and high density lipoprotein (HDL), lower level of triglyceride (TG) and Albumin-to-globulin ratio (A/G) than NFLD-nonCRC (P < 0.05 for all). Conclusions NAFLD is associated with a high incidence of CRC. Age is an important factor for CRC and the CRC incidence increases with age. Anemia-related blood routine clinical indicators, leukocyte system and blood lipid indicators may be more important variables for identifying CRC in NAFLD. So blood routine test and liver function/blood lipid test are valuable for screening CRC in NAFLD.
Collapse
|
4
|
Peng J, Ou Q, Pan Z, Zhang R, Zhao Y, Deng Y, Lu Z, Zhang L, Li C, Zhou Y, Guo J, Wan D, Fang Y. Serum CNPY2 isoform 2 represents a novel biomarker for early detection of colorectal cancer. Aging (Albany NY) 2019; 10:1921-1931. [PMID: 30070972 PMCID: PMC6128441 DOI: 10.18632/aging.101512] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Accepted: 07/27/2018] [Indexed: 02/06/2023]
Abstract
Since early diagnosis is very important for treating CRC, we decided to detect peripheral serum canopy fibroblast growth factor signaling regulator 2 (CNPY2) isoform 2 to verify its diagnostic value for CRC patients. Serum samples were collected from 430 CRC patients and 201 healthy controls. Enzyme-linked immunosorbent assay (ELISA) detection kits for CNPY2 isoform 2 were generated and then applied to measure serum CNPY2 isoform 2 concentrations. Serum carcinoembryonic antigen (CEA) and carbohydrate antigen 19-9 (CA19-9) were also measured. The median serum CNPY2 isoform 2 concentrations in all CRC patients were significantly higher than those in the healthy control group (all P<0.001). Those with stage I CRC presented the highest area under the receiver operating characteristic curve (AUC) for CNPY2 isoform 2 [0.707, 95% confidence interval (CI): 0.649-0.765, P<0.001]. The diagnostic efficiency of the combination of CNPY2 isoform 2, CEA and CA19-9 was significantly higher than that of each biomarker detected separately (all P<0.0167). Serum CNPY2 isoform 2 may be a valuable biomarker for the early detection of CRC and presents an improvement in the diagnostic efficiency by combination of CEA and CA19-9.
Collapse
Affiliation(s)
- Jianhong Peng
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Qingjian Ou
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China.,Department of Experimental Research, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Zhizhong Pan
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Rongxin Zhang
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Yujie Zhao
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Yuxiang Deng
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Zhenhai Lu
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Lin Zhang
- Department of Clinical Laboratory Medicine, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Caixia Li
- School of Mathematics and Computational Science Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Yaxian Zhou
- Senboll Biotechnology Co., Ltd., Pingshan Bio-Pharmacy Business Accelerator, Pingshan District, Shenzhen, Guangdong 518000, P. R. China
| | - Jian Guo
- Senboll Biotechnology Co., Ltd., Pingshan Bio-Pharmacy Business Accelerator, Pingshan District, Shenzhen, Guangdong 518000, P. R. China
| | - Desen Wan
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| | - Yujing Fang
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China.,Department of Experimental Research, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South ; Collaborative Innovation Center for Cancer Medicine, Guangzhou, Guangdong 510060, China
| |
Collapse
|
5
|
Cardoso R, Niedermaier T, Chen C, Hoffmeister M, Brenner H. Colonoscopy and Sigmoidoscopy Use among the Average-Risk Population for Colorectal Cancer: A Systematic Review and Trend Analysis. Cancer Prev Res (Phila) 2019; 12:617-630. [PMID: 31289028 DOI: 10.1158/1940-6207.capr-19-0202] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Revised: 06/11/2019] [Accepted: 07/03/2019] [Indexed: 12/24/2022]
Abstract
Monitoring population-level colonoscopy and sigmoidoscopy use is crucial to estimate the future burden of colorectal cancer and guide screening efforts. We conducted a systematic literature search on colonoscopy and sigmoidoscopy use, published between November 2016 and December 2018 in the databases PubMed and Web of Science to update previous reviews and analyze time trends for various countries. In addition, we used data from the German and European Health Interview Surveys and the National Health Interview Survey to explore recent time trends for Germany and the US, respectively. The literature search yielded 23 new articles: fourteen from the US and nine from Australia, Canada, England, Germany, Saudi Arabia, and South Korea. Colonoscopy use within 10 years was highest and, apart from the youngest age groups eligible for colorectal cancer screening, kept increasing to levels close to 60% in the US and Germany. A recent steep increase was also observed for South Korea. Limited data were available on sigmoidoscopy use; regional studies from the US suggest that sigmoidoscopy has become rarely used. Despite high uptake and ongoing increase in the US, Germany, and South Korea, use of colonoscopy and sigmoidoscopy has either remained low or essentially unknown for the majority of countries.
Collapse
Affiliation(s)
- Rafael Cardoso
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.,Medical Faculty Heidelberg, University of Heidelberg, Heidelberg, Germany
| | - Tobias Niedermaier
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Chen Chen
- Medical Faculty Heidelberg, University of Heidelberg, Heidelberg, Germany.,Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hermann Brenner
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany. .,Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.,German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| |
Collapse
|
6
|
Harding C, Pompei F, Burmistrov D, Wilson R. Long-term relationships between screening rates, breast cancer characteristics, and overdiagnosis in US counties, 1975-2009. Int J Cancer 2019; 144:476-488. [PMID: 30264887 DOI: 10.1002/ijc.31904] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Revised: 08/20/2018] [Accepted: 09/03/2018] [Indexed: 01/14/2023]
Abstract
Effects of mammography screening in the general population are disputed. Screening rates differ greatly between US counties, providing a natural opportunity to investigate effects of screening. We compared mammography screening rates with the types and outcomes of breast cancers diagnosed in US counties. The county screening rate was defined as the proportion of women age ≥40 with ≥1 mammogram in the past 2 years (range, 34-91%). Two periods were analyzed: 1975-2009 (612,941 breast cancer cases, 195 counties) and 1996-2009 (645,057 cases, 211-547 counties). Multiple signs of overdiagnosis were observed: First, breast cancer incidence increased as screening became common. Second, incidence stopped increasing once screening rates stabilized. Third, the increases in incidence were limited to age groups receiving screening. Fourth, the increases were larger in counties where screening became more common. Fifth, the increases were limited to small and early-stage breast cancers (which are consistent with overdiagnosis). Sixth, compensatory reductions in large and advanced-stage breast cancers were much smaller than the increases. Difference-in-differences regression analysis suggested 31% (95% CI: 28-34%) of breast cancers diagnosed in 1996-2009 were overdiagnosed. Screening rates correlated with increased incidence for all hormone receptor statuses, HER2 statuses, and grades. Reductions in breast cancer mortality during 1975-2009 were similar in screened and unscreened age groups. Overall, we found repeated signs that breast cancer overdiagnosis is widespread in the US, but the biological nature of overdiagnosed tumors remains unclear. Mortality benefits of screening, though they may be present and substantial, could not be detected at the population level.
Collapse
Affiliation(s)
- C Harding
- Data Scientist and Independent Researcher, Seattle, WA
| | - F Pompei
- Department of Physics, Harvard University, Cambridge, MA (affiliation during this work).,Exergen Corp, Watertown, MA (current affiliation)
| | - D Burmistrov
- Department of Physics, Harvard University, Cambridge, MA (affiliation during this work).,Worldpay, Lowell, MA (current affiliation)
| | - R Wilson
- Department of Physics, Harvard University, Cambridge, MA (affiliation during this work)
| |
Collapse
|
7
|
Karavasiloglou N, Matthes KL, Berlin C, Limam M, Wanner M, Korol D, Rohrmann S. Increasing trends in in situ breast cancer incidence in a region with no population-based mammographic screening program: results from Zurich, Switzerland 2003-2014. J Cancer Res Clin Oncol 2018; 145:653-660. [PMID: 30547321 DOI: 10.1007/s00432-018-2822-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Accepted: 12/10/2018] [Indexed: 12/13/2022]
Abstract
PURPOSE Increase in in situ breast cancer (BCIS) incidence has been reported across Europe and the USA. However, little is known about the trends in BCIS incidence in regions without population-based mammographic screening programs. We set out to investigate these trends in Zurich, Switzerland, where only opportunistic mammographic screening exists. METHODS Data from 989 women diagnosed with a primary BCIS between 2003 and 2014 were used in our analyses. Age-standardized incidence rates per 100,000 person-years (ASR) were computed per year. Additional analyses by BCIS subtype, by age group at diagnosis and by incidence period were conducted. Incidence trends over time were assessed using joinpoint regression analysis. RESULTS The overall BCIS ASR was 10.7 cases per 100,000 person-years with an increasing trend over the study period. A similar trend was observed for the ductal carcinoma in situ (DCIS) ASR, while the lobular carcinoma in situ (LCIS) ASR decreased. Age-specific analyses revealed that the 50-59 year age group had the highest BCIS ASR. The highest increase in BCIS ASR, even though not statistically significant, was observed for the < 40 year age group. CONCLUSIONS BCIS ASR increased linearly over a 12-year period. The increase was reflected by an increase in DCIS ASR, whereas LCIS ASR decreased over time. The highest increase in BCIS ASR over the study period was observed for the < 40 year age group, even though not statistically significant. Patient and tumor characteristics of this group that may be associated with BCIS development warrant further investigation.
Collapse
Affiliation(s)
- Nena Karavasiloglou
- Division of Chronic Disease Epidemiology, Institute for Epidemiology, Biostatistics and Prevention, University of Zurich, Hirschengraben 82, 8001, Zurich, Switzerland.,Cancer Registry Zurich and Zug, University Hospital Zurich, Vogelsangstrasse 10, 8091, Zurich, Switzerland
| | - Katarina L Matthes
- Division of Chronic Disease Epidemiology, Institute for Epidemiology, Biostatistics and Prevention, University of Zurich, Hirschengraben 82, 8001, Zurich, Switzerland.,Cancer Registry Zurich and Zug, University Hospital Zurich, Vogelsangstrasse 10, 8091, Zurich, Switzerland
| | - Claudia Berlin
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Mittelstrasse 43, 3012, Bern, Switzerland
| | - Manuela Limam
- Division of Chronic Disease Epidemiology, Institute for Epidemiology, Biostatistics and Prevention, University of Zurich, Hirschengraben 82, 8001, Zurich, Switzerland.,Cancer Registry Zurich and Zug, University Hospital Zurich, Vogelsangstrasse 10, 8091, Zurich, Switzerland
| | - Miriam Wanner
- Division of Chronic Disease Epidemiology, Institute for Epidemiology, Biostatistics and Prevention, University of Zurich, Hirschengraben 82, 8001, Zurich, Switzerland.,Cancer Registry Zurich and Zug, University Hospital Zurich, Vogelsangstrasse 10, 8091, Zurich, Switzerland
| | - Dimitri Korol
- Cancer Registry Zurich and Zug, University Hospital Zurich, Vogelsangstrasse 10, 8091, Zurich, Switzerland
| | - Sabine Rohrmann
- Division of Chronic Disease Epidemiology, Institute for Epidemiology, Biostatistics and Prevention, University of Zurich, Hirschengraben 82, 8001, Zurich, Switzerland. .,Cancer Registry Zurich and Zug, University Hospital Zurich, Vogelsangstrasse 10, 8091, Zurich, Switzerland.
| |
Collapse
|
8
|
Han J, Jungsuwadee P, Abraham O, Ko D. Shared Decision-Making and Women's Adherence to Breast and Cervical Cancer Screenings. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:ijerph15071509. [PMID: 30018244 PMCID: PMC6068979 DOI: 10.3390/ijerph15071509] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Revised: 07/11/2018] [Accepted: 07/13/2018] [Indexed: 12/11/2022]
Abstract
We examined the effect of shared decision-making (SDM) on women’s adherence to breast and cervical cancer screenings and estimated the prevalence and adherence rate of screenings. The study used a descriptive cross-sectional design using the 2017 Health Information National Trends Survey (HINTS) data collected by the National Cancer Institute. Adherence was defined based on the guidelines from the American Cancer Society and the composite measure of shared decision-making was constructed using three items in the data. Multivariable logistic regression was performed to examine the association between the SDM and adherence, controlling for cancer beliefs and socio-demographic variables. The analysis included 742 responses. Weighted to represent the U.S. population, 68.1% adhered to both breast and cervical cancer screening guidelines. The composite measure of SDM was reliable (α = 0.85), and a higher SDM score was associated with women’s screening adherence (b = 0.17; p = 0.009). There were still women who did not receive cancer screenings as recommended. The results suggest that the use of the SDM approach for healthcare professionals’ communication with patients can improve screening adherence.
Collapse
Affiliation(s)
- Jayoung Han
- Department of Pharmacy Practice, School of Pharmacy and Health Sciences, Fairleigh Dickinson University, 230 Park Ave, Florham Park, NJ 07932, USA.
| | - Paiboon Jungsuwadee
- Department of Pharmaceutical Sciences, School of Pharmacy and Health Sciences, Fairleigh Dickinson University, 230 Park Ave, Florham Park, NJ 07932, USA.
| | - Olufunmilola Abraham
- Social and Administrative Sciences Division, School of Pharmacy, University of Wisconsin-Madison, 777 Highland Ave, Madison, WI 53705, USA.
| | - Dongwoo Ko
- Department of Marketing, College of Business, Hankuk University of Foreign Studies, 107 Imun-ro, Imun 1-dong, Dongdaemun-gu, Seoul 02450, Korea.
| |
Collapse
|