Literature DB >> 35989973

Primary Localized Gastrointestinal Stromal Tumors: Medication Adherence and Prognosis According to Gender.

Pan Ran1, Juan Li2, Xingye Wu1, Hao Yang3, Jun Zhang1.   

Abstract

Objective: Gender is associated with medication adherence for imatinib, but whether it is related to the prognosis of primary localized gastrointestinal stromal tumors (GISTs) is unclear. The goal of this study was to clarify the relationship between gender and prognosis in GIST patients, with differences in medication adherence considered.
Methods: The data of 320 GIST patients were retrospectively collected from the First Affiliated Hospital of Chongqing Medical University. Survival analysis was performed using the Kaplan-Meier method (Log rank test) and the risk factors of recurrence were determined using Cox multivariate analysis. Medication adherence-stratified analyses were performed to control for confounding factors.
Results: Kaplan-Meier analysis revealed that among patients who received postoperative adjuvant imatinib therapy, men had a higher recurrence rate than women (P<0.01). Pearson's chi-square test revealed better medication adherence in women than in men (P<0.01). Cox regression analysis revealed that gender was not an independent risk factor for recurrence-free survival (RFS; P=0.25), but medication adherence was (P<0.01). Among GIST patients with a medication possession ratio (MPR) of less than 90%, 62.86% of male patients took imatinib irregularly or not at all due to limited understanding of the disease, whereas 55.74% of female patients' took imatinib irregularly because they could not tolerate adverse drug reactions.
Conclusion: Adherence was poorer in male than in female patients, which might explain the worse prognoses of the former among patients who received adjuvant treatment with imatinib. The gender difference in the degree of adherence should be considered in postoperative pharmacotherapy for patients with primary localized GISTs.
© 2022 Ran et al.

Entities:  

Keywords:  gastrointestinal stromal tumor; gender; imatinib; medication adherence; recurrence-free survival

Year:  2022        PMID: 35989973      PMCID: PMC9384372          DOI: 10.2147/PPA.S376843

Source DB:  PubMed          Journal:  Patient Prefer Adherence        ISSN: 1177-889X            Impact factor:   2.314


Introduction

Gastrointestinal stromal tumors (GISTs) are the most common mesenchymal tumor of the digestive tract. These tumors originate from interstitial cells of Cajal or their stem cell-like subset.1 Surgical resection is the best radical treatment for patients with primary localized GIST.2 However, some patients have recurrence and metastasis even after complete surgical resection. The reported 5-year recurrence-free survival (RFS) rate of patients with primary localized GIST after surgery is 70.5%.3 Imatinib, a tyrosine kinase inhibitor (TKI), is often used for adjuvant therapy in primary localized GISTs,4 and retrospective and prospective studies have demonstrated that imatinib could reduce tumor recurrence.5 The prognosis in GIST can be influenced by tumor diameter, mitotic index, adherence to imatinib treatment, and other factors.2,6–8 However, the correlation between gender and prognosis in this tumor remains unclear despite large-scale, multi-center studies (a population-based, nationwide study in Sweden;9 the Surveillance, Epidemiology and End Results [SEER] database;10 and the Armed Forces Institute of Pathology studies11) and individual studies. Rong et al12 and Ge et al13 reported that the gender of GIST patients is an independent prognostic factor. However, tumor status and treatment (including information about targeted drug therapies such as imatinib) of patients in these studies are unclear.12,13 Furthermore, Wang et al14 and Zhang et al15 reported that gender is one of many factors associated with medication adherence for imatinib. As described above, it is still unclear whether the prognosis of primary localized GIST may be significantly altered by gender-related factors (eg, adherence to imatinib treatment). Therefore, the goal of this study was to clearly establish the relationship between gender and prognosis in patients with different medication adherence for imatinib and identify factors that contributed to nonadherence in GIST patients of different genders.

Methods

Sampling Method

We retrospectively collected the clinical data of patients admitted to the First Affiliated Hospital of Chongqing Medical University (CMU; Chongqing, China) from January 1, 2000 to February 1, 2021. Patient follow-up ended on October 1, 2021. Inclusion criteria were as follows: (1) GIST patients who had undergone complete surgical resection and received imatinib adjuvant therapy in the standard dose (400 mg/d);16 (2) GIST confirmed by postoperative pathology; (3) age equal to or greater than 18 years; (4) postoperatively, patients were followed up at regular intervals by computed tomography (CT) or magnetic resonance imaging (MRI); (5) Eastern Cooperative Oncology Group (ECOG) performance score  ≤  1.17 Exclusion criteria were as follows: (1) other non–imatinib-targeted drugs were taken; (2) patients lost during follow-up or with incomplete data; (3) follow-up of ≤ 8 months in duration; and (4) cessation of imatinib as advised during the follow-up period. The patient selection process is outlined in Figure 1.
Figure 1

Patient selection process.

Patient selection process.

Operational Definition

“Adjuvant treatment with imatinib” refers to oral intake of imatinib in accordance with physicians’ advice from 1 week to 1 month after complete surgical resection. The primary endpoint for analysis was recurrence-free survival, which was defined as the time from patient registration to the development of tumor recurrence or death resulting from any cause. “Adherence” refers to the extent to which a patient takes medication as prescribed or adheres to a treatment plan.

Assessment of Medication Adherence

There is currently no measurement approach that can be considered the gold standard for the evaluation of medication adherence for imatinib.18,19 To assess medication adherence for imatinib, we used the method described by Halpern et al,20,21 who used medication possession ratio (MPR) for the evaluation of adherence to imatinib treatment. We chose this method because it has been used in studies of patients treated with imatinib.22–26 MPR is defined as the ratio of days taking oral imatinib during follow-up to the total number of days of follow-up, which is used to evaluate adherence as an increasingly accepted measure of medicines use.27 To assess the impact of MPR on gender, Patients were divided into four groups based on quartiles of the MPR value. The lowest quartile (Q1) included 80 patients with the lowest MPR; Q2 extended 25% below the median MPR, which included 80 patients; Q3 and Q4 included the 160 patients with the highest MPR. Because the patients in Q3 and Q4 had a low tumor recurrence rate, they were combined into one group. Adherence was defined as follows: Days of taking imatinib orally during follow-up ÷ days of follow-up × 100% Adherence categories were good, Q3–Q4; medium, Q2; and poor, Q1.

Data Source

Every 3–6 months, GIST patients underwent outpatient follow-up with CT/MRI examinations to determine if their tumors had recurred. We established a database called “Weinichangzai” that included relevant clinical information for each patient and could also notify patients of follow-up visits in real time. Information collected included patients’ age, gender, primary tumor site, modified National Institutes of Health (NIH) risk grade, daily imatinib dose, tumor diameter, days of taking imatinib orally, and other factors. From October 1, 2021 to October 29, 2021, patients with primary localized GISTs whose MPR was less than 90% were followed up in the outpatient clinic or over the telephone, and the major reasons for medication non-adherence were identified by qualitative in-depth interview.

Statistical Analysis

Patients were divided into a male group and a female group. We conducted descriptive statistics for baseline characteristics of the study population. Categorical variables were presented with frequencies (percentages) and compared via the chi-square test. Continuous variables were described as means ± standard deviations (SDs) and tested for normality using the Kolmogorov–Smirnov test, and we compared continuous variables using the Student’s t-test. A Kaplan–Meier (KM) survival curve (Log rank test) was used to analyze the relationship between gender and prognosis. We subjected variables with P < 0.2 in univariate analysis to Cox multivariate analysis. Stratified analysis was performed to control for confounding factors. We calculated all P-values as two tailed and computed all confidence intervals (CIs) at the 95% level. P < 0.05 was considered statistically significant. All analyses were performed using SPSS version 26.0 (IBM Corp, Armonk, NY, USA).

Results

Baseline Data

A total of 320 patients with primary localized GISTs from the years 2000 to 2021 were selected from the “Weinichangzai” database of the First Affiliated Hospital of CMU based on inclusion and exclusion criteria (Figure 1). There were 144 male (45%) and 176 female (55%) patients. The median follow-up time for the study population was 47 months (range, 8–259 months). There were 148 gastric (46.25%), 137 small intestinal (42.81%), 17 colorectal (5.31%), and 18 non-gastrointestinal (5.63%) primary tumors. Most tumors were high risk according to the modified NIH risk classification system,28 and 61.1% had a mitotic index of <5/50 per high-power field (HPFs). The positive rates of the two principal immunohistochemistry markers DOG-1 and CD117 were 91.56% and 96.56%, respectively.

Effect of Gender on Recurrence-Free Survival of Patients with Primary Localized GISTs

Kaplan–Meier analysis and a Log rank test revealed that among patients who received adjuvant treatment with imatinib, men had a higher tumor recurrence rate than women (log-rank, P<0.01) (Figure 2). Five-year RFS rate was 58.33% in male patients and 65.91% in female patients.
Figure 2

Recurrence-free survival curves of male (n = 144) and female (n = 176) patients who received adjuvant treatment with imatinib and the result were obtained from univariate analysis.

Recurrence-free survival curves of male (n = 144) and female (n = 176) patients who received adjuvant treatment with imatinib and the result were obtained from univariate analysis.

Clinicopathological Characteristics of Male and Female Patients

The detailed clinicopathological characteristics of the two genders are presented in Table 1. The mean age was 54.36 years for male patients, and 53.81 years for female patients. Female patients adhered better to imatinib treatment than male patients (P<0.01). Age, tumor size, tumor site, tumor rupture, modified NIH risk classification grade, gene mutation, DOG-1 status, CD117 status, neoadjuvant therapy with imatinib, and mitotic count did not show statistically significant differences between groups (Table 1).
Table 1

Baseline Characteristics of Male and Female GIST Patients Who Received Adjuvant Treatment with Imatinib

CharacteristicMale, n=144 (%)Female, n=176 (%)P
Age (year)54.36±11.7953.81±10.840.67
Tumor size (cm, X±s)7.68±3.947.66±4.400.97
Tumor site0.38
 Stomach60 (41.67%)88 (50.00%)
 Small intestine66 (45.83%)71 (40.34%)
 Colorectum/rectal10 (6.94%)7 (3.98%)
 Other8 (5.56%)10 (5.68%)
Tumor rupture0.75
 Yes29 (20.14%)33 (18.75)
 No115 (79.86%)143 (81.25%)
Modified NIH risk grade0.23
 High99 (68.75%)111 (63.07%)
 Intermediate28 (19.44%)32 (18.18%)
 Low/very low17 (11.81%)33 (18.75%)
Gene mutation0.98
KIT exon 1192 (63.89%)117 (66.48%)
KIT exon 915 (10.12%)15 (8.52%)
 Wild type12 (8.33%)14 (7.95%)
PDGFRα2 (1.39%)3 (1.71%)
 Unknown23 (15.97%)27 (15.34%)
DOG-10.39
 Positive134 (89.58%)159 (90.34%)
 Negative10 (10.42%)17 (9.66%)
CD1170.34
 Positive137 (95.14%)172 (97.73%)
 Negative7 (4.86%)4 (2.27%)
Neoadjuvant therapy with imatinib0.43
 Yes17 (11.81%)16 (9.09%)
 No127 (88.19%)160 (90.91%)
Mitotic count (per 50 HPFs)0.71
 ≤585 (59.03%)111 (63.07%)
 5 < N ≤ 1039 (27.08%)45 (25.57%)
 <1020 (13.89%)20 (11.36%)
Medication adherence for imatinib<0.01
 Good64 (44.44%)96 (54.54%)
 Medium30 (20.83%)50 (28.41%)
 Poor50 (34.72%)30 (17.05%)

Abbreviations: NIH, National Institutes of Health; CD117, cluster of differentiation 117; DOG-1, gastrointestinal stromal tumors protein 1; HPF, high power field.

Baseline Characteristics of Male and Female GIST Patients Who Received Adjuvant Treatment with Imatinib Abbreviations: NIH, National Institutes of Health; CD117, cluster of differentiation 117; DOG-1, gastrointestinal stromal tumors protein 1; HPF, high power field.

Prognostic Factors for Recurrence

We analyzed 12 prognostic factors (age, tumor size, gender, tumor site, tumor rupture, modified NIH risk classification, gene mutation, DOG-1 status, CD117 status, mitotic count, neoadjuvant therapy with imatinib, and medication adherence for imatinib) using a Cox proportional-hazard regression analysis. In univariate analyses, 5 factors were statistically significant in determining RFS rates (P<0.05). In Cox multivariate analyses, 4 factors (tumor size, gene mutation, mitotic count, and medication adherence for imatinib) were independent factors. Gender was a significant predictive factor in univariate analysis (P = 0.01), but it was not an independent factor in multivariate analysis (P = 0.25) (Table 2).
Table 2

Univariate and Multivariate Analyses of Prognostic Factors for Recurrence-Free Survival of Primary Localized GIST Patients

CharacteristicRFS
UnivariateMultivariate
HR (95% CI)PHR (95% CI)P
Age at diagnosis (year)0.99(0.97–1.02)0.63-
Tumor size (cm)1.11(1.07–1.16)<0.011.08(1.02–1.14)0.01
Gender0.010.25
 Male1.0(ref)1.0(ref)
 Female0.46(0.25–0.84)0.66(0.33–1.34)
Tumor site0.29-
 Stomach1.0(ref)
 Small intestine1.84(0.99–3.44)
 Colorectum/rectal1.60 (0.37–7.02)
 Other1.69(0.49–5.77)
Genetic mutations0.080.01
KIT exon 111.0(ref)1.0(ref)
KIT exon 93.14(1.31–7.53)1.89(0.73–4.89)
 Wild type1.87(0.74–4.73)3.37(1.17–9.76)
PDGFRα2.31(0.53–9.94)10.93(2.14–55.93)
 Unknown2.08(1.00–4.31)1.11(0.47–2.62)
CD1170.94-
 Negative1.0(ref)
 Positive1.08(0.15–7.89)
DOG-10.57-
 Negative1.0(ref)
 Positive0.79(0.34–1.81)
Tumor rupture0.150.29
 No1.0(ref)1.0(ref)
 Yes1.60(0.84–3.05)1.48(0.71–3.08)
Neoadjuvant therapy with imatinib0.41-
 No1.0(ref)
 Yes0.61(0.19–1.98)
Mitotic count (per 50 HPFs)<0.01<0.01
 ≤51.0(ref)1.0(ref)
 5 < N ≤ 104.78(2.42–9.35)3.89(1.81–8.36)
 <103.86(1.64–9.06)1.42(0.55–3.67)
Modified NIH risk grade0.010.09
 High1.0(ref)1.0(ref)
 Intermediate0.35(0.14–0.90)0.33(0.11–1.00)
 Low/very low0.11(0.02–0.77)0.24(0.03–2.23)
Medication adherence for imatinib<0.01<0.01
 Poor1.0(ref)1.0(ref)
 Medium0.25(0.12–0.54)0.20(0.08–0.48)
 Good0.06(0.02–0.26)0.04(0.01–0.11)

Note: “-” Indicates no data.

Abbreviations: RFS, recurrence-free survival; HR, hazard ratio; CI, confidence interval; NIH, National Institutes of Health; HPF, high power field; CD117, cluster of differentiation 117; DOG-1, gastrointestinal stromal tumors protein 1.

Univariate and Multivariate Analyses of Prognostic Factors for Recurrence-Free Survival of Primary Localized GIST Patients Note: “-” Indicates no data. Abbreviations: RFS, recurrence-free survival; HR, hazard ratio; CI, confidence interval; NIH, National Institutes of Health; HPF, high power field; CD117, cluster of differentiation 117; DOG-1, gastrointestinal stromal tumors protein 1.

Analyses Stratified by Medication Adherence for Imatinib

As shown in Figure 3, a stratified medication adherence analysis was performed for GIST patients of different genders. The confidence interval of the overall patients lay entirely to the left of the line-of-no-effect, indicating men had a higher tumor recurrence rate than women (P = 0.01). The line of 95% confidence interval of good, medium, and poor medication adherence all crossed the line-of-no-effect, and statistical significance was not reached for any level of medication adherence (P > 0.05). The results described above establish that medication adherence may be a confounding factor between gender and prognosis.
Figure 3

Stratified medication adherence analyses of the association between gender and recurrence-free survival.

Stratified medication adherence analyses of the association between gender and recurrence-free survival.

Factors Affecting Medication Adherence for Imatinib

Through our follow-up survey, the major reason affecting medication adherence for imatinib in GIST patients whose MPR is less than 90% can be summarized as the following: drugs are expensive, limited understanding of the disease, poor tolerance of adverse drug reactions, and preparation for pregnancy, (Figure 4). In male GIST patients, limited understanding of the disease was responsible in 62.86% of cases. In female GIST patients, poor tolerance to drug reactions was responsible for 55.74% of cases.
Figure 4

The major factor affecting medication adherence for imatinib in GIST patients, whose MPR is less than 90%.

The major factor affecting medication adherence for imatinib in GIST patients, whose MPR is less than 90%.

Discussion

GIST has a very similar frequency in male (49.67%) and female (50.33%) patients, as shown in Figure 1. In the present study, about 2/5 of GIST patients had an MPR of less than 90%. Approximately 70.5% of patients with primary localized GISTs who have undergone complete surgical resection experience tumor recurrence.3 In studies of GISTs, there are limited data on medication adherence and gender in relation to prognosis.12,29 This may be important because gender-related effects (eg, adherence to imatinib treatment) in primary localized GIST patients may contribute to GIST prognosis. Here, we present a retrospective study, comprehensively evaluating clinicopathological features of GIST and patient outcomes to more deeply elucidate the role of patients’ medication adherence and gender on the prognosis of GIST. First, this study was aimed at defining the relationship between gender and prognosis in GISTs. The major finding was that among patients who received adjuvant treatment with imatinib, men had a higher recurrence rate than women, but this relationship did not hold in patients who had the same level of medication adherence, and gender was not a significant predictive factor when other factors were included in the analysis. In this study, women adhered better to imatinib treatment than men. Therefore, the explanation for the higher postoperative recurrence rate in male patients might be that their medication adherence was poorer than that of female patients. Kao et al30 reported the same findings in the area of diabetic retinopathy, that male patients tended to have poorer medication adherence, and, after adjustment for other factors, patients with poorer medication adherence showed a significantly higher likelihood of needing treatment for diabetic retinopathy. Hence, it is important to promote GIST patients’ medication adherence to prevent the recurrence of tumors, especially in those who are prone to have poor medication adherence (eg, male gender). The second interesting result of our study was a gender-related difference in patients’ medication adherence. Examination of factors that could account for male and female differences in adherence to imatinib treatment revealed that male patients with an MPR of less than 90% had a limited understanding of the disease, whereas female patients had poor tolerance to adverse drug reactions. The observations of other researchers31,32 are consistent with ours: Kucukarslan et al31 found that patients’ cognition of disease (disease harm, etiology, duration, outcome, and controllability) directly affected their medication adherence. Hyman et al32 reported that female patients had a higher level of care and understanding of diseases and adherence to medical staff’s instructions than male patients, which might be why their medication adherence was better. Some studies have reported that female patients not only account for a higher proportion of adverse drug reactions in the population but have had a higher incidence of adverse drug reactions,33–35 which might be why poor tolerance to drug reactions was the major factor responsible for the poor-to-medium adherence in female patients. Third, the expense of drugs can also have an impact on patients’ medication adherence, as shown in Figure 4. In 2018, a movie called Dying to Survive tells the story of chronic myelocytic leukemia patients who cannot afford the cost of imatinib and cannot take the drug regularly and consistently, resulting in a poor prognosis in patients.36 Reconciling the considerable conflict between “drug”, “prognosis”, and “expense” is a problem that merits due effort. Our findings and those of other researchers should prompt recognition of and tailoring to gender differences in the care of GIST patients receiving adjuvant therapy with imatinib. In a follow-up with male patients, perhaps more emphasis should be placed on improving their understanding of the disease. Various methods can be used to assess and encourage adherence to medications, including the use of prescription databases, patient self-reporting, questionnaires and diaries, drug dosimetry, monitoring of imatinib concentration, and electronic patient management systems.37–39 In female patients, adverse drug reactions should be carefully addressed; the patient should be informed in advance that reactions from taking imatinib are possible and that these side effects might improve or resolve over an extended period.40 Oral treatment with imatinib for GIST patients after surgery is a long-term process: drug discontinuation rates in the SSG XVIII/AIO trial were 13% at 1 year and 26% at 3 years.16 Because imatinib can cause severe adverse reactions, some patients find that adhering to instructions for taking the medication is difficult, resulting in diminished postoperative efficacy.13,39 Long-term imatinib therapy, with proper and continuous dosing, is important for achieving good clinical results.41 For many patients with primary localized GISTs who have undergone complete surgical resection, subsequent treatment has transformed the condition into a manageable chronic disease.42–44 The safety, tolerance, and adherence rates of imatinib should be considered in long-term postoperative treatment. Patients might have doubts about the need for continued treatment in the absence of any obvious symptomatic response.43 For patients with chronic diseases, poor rates of adherence can lead to diminished health-related quality of life and economic loss, which are global problems.45 We acknowledge that this study had limitations. First, it was a single-center, retrospective study, meaning that selection bias could not be avoided. In addition, since our study had a single-center design, extrapolating our results to other centers requires great caution. For example, the data of many patients with poor adherence were lost, so these patients’ follow-up data were not included in the study. Second, we measured adherence according to the MPR, without other objective instruments like pill counts, an electronic monitoring system, or monitoring of imatinib concentrations during therapy, and without questionnaires on medication adherence like 8-item Morisky Medication Adherence Scale46 or 10-item validated Medication Adherence Questionnaire.29 To assess the association between gender and medication adherence more precisely, we look forward to using the methods described above to evaluate adherence to imatinib treatment in future studies. Despite these limitations, our findings are important in that they identified gender differences in adherence and can help improve adherence to achieve desired clinical outcomes. A multicenter study with a larger sample size should be conducted to further investigate the relationship of gender to adherence and prognosis in the treatment of primary GISTs.

Conclusion

Male GIST patients had a higher recurrence rate than female patients among those who received adjuvant treatment with imatinib. Note that gender was not an independent risk factor for patient prognosis, but medication adherence was. Men’s medication adherence was worse than women’s, which could account for the worse prognoses among male patients. The major factor responsible for the male patients was limited understanding of the disease, whereas that of female patients could be attributed to poorer tolerance to drug resistance or drug reactions. These gender differences in the degree of adherence and the factors responsible for suboptimal adherence to imatinib adjuvant treatment should be considered in postoperative pharmacotherapy for patients with primary localized GISTs.
  40 in total

1.  Adverse drug reaction: an analysis of 310 consecutive reports to the Swedish drug reaction committee.

Authors:  L E Böttiger
Journal:  J Clin Pharmacol       Date:  1973-10       Impact factor: 3.126

2.  Intensive hospital monitoring of adverse reactions to drugs.

Authors:  N Hurwitz; O L Wade
Journal:  Br Med J       Date:  1969-03-01

3.  One vs three years of adjuvant imatinib for operable gastrointestinal stromal tumor: a randomized trial.

Authors:  Heikki Joensuu; Mikael Eriksson; Kirsten Sundby Hall; Jörg T Hartmann; Daniel Pink; Jochen Schütte; Giuliano Ramadori; Peter Hohenberger; Justus Duyster; Salah-Eddin Al-Batran; Marcus Schlemmer; Sebastian Bauer; Eva Wardelmann; Maarit Sarlomo-Rikala; Bengt Nilsson; Harri Sihto; Odd R Monge; Petri Bono; Raija Kallio; Aki Vehtari; Mika Leinonen; Thor Alvegård; Peter Reichardt
Journal:  JAMA       Date:  2012-03-28       Impact factor: 56.272

Review 4.  To adhere or not to adhere: Rates and reasons of medication adherence in hematological cancer patients.

Authors:  Alix E Hall; Chris Paul; Jamie Bryant; Marita C Lynagh; Philip Rowlings; Anoop Enjeti; Hannah Small
Journal:  Crit Rev Oncol Hematol       Date:  2015-09-26       Impact factor: 6.312

5.  Tumor size is a major determinant of recurrence in patients with resectable gastrointestinal stromal tumor.

Authors:  Kai-Hsi Hsu; Ta-Ming Yang; Yan-Shen Shan; Pin-Wen Lin
Journal:  Am J Surg       Date:  2007-08       Impact factor: 2.565

Review 6.  Gastrointestinal stromal tumour.

Authors:  Brian P Rubin; Michael C Heinrich; Christopher L Corless
Journal:  Lancet       Date:  2007-05-19       Impact factor: 79.321

Review 7.  Adherence to imatinib therapy in patients with gastrointestinal stromal tumors.

Authors:  Jean-Yves Blay; Piotr Rutkowski
Journal:  Cancer Treat Rev       Date:  2013-08-07       Impact factor: 12.111

8.  Retrospective real-world comparison of medical visits, costs, and adherence between nilotinib and dasatinib in chronic myeloid leukemia.

Authors:  Eric Q Wu; Annie Guerin; Andrew P Yu; Vamsi K Bollu; Amy Guo; James D Griffin
Journal:  Curr Med Res Opin       Date:  2010-11-09       Impact factor: 2.580

9.  Adherence to Oral Glucose-Lowering Therapies and Associations With 1-Year HbA1c: A Retrospective Cohort Analysis in a Large Primary Care Database.

Authors:  Andrew J Farmer; Lauren R Rodgers; Mike Lonergan; Beverley Shields; Michael N Weedon; Louise Donnelly; Rury R Holman; Ewan R Pearson; Andrew T Hattersley
Journal:  Diabetes Care       Date:  2015-12-17       Impact factor: 19.112

10.  Predictive validity of a medication adherence measure in an outpatient setting.

Authors:  Donald E Morisky; Alfonso Ang; Marie Krousel-Wood; Harry J Ward
Journal:  J Clin Hypertens (Greenwich)       Date:  2008-05       Impact factor: 2.885

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