Literature DB >> 29605983

Self-reported Sleep Impairment in Functional Dyspepsia and Irritable Bowel Syndrome.

Seung Young Kim1, Rok Seon Choung2, Seung Ku Lee3, Jung Wan Choe1, Sung Woo Jung1, Jong Jin Hyun1, Ja Seol Koo1, Sang Woo Lee1, Chol Shin3.   

Abstract

BACKGROUND/AIMS: Sleep impairment is a common complaint among patients with irritable bowel syndrome (IBS) and functional dyspepsia (FD). This study aimed to evaluate the prevalence of sleep impairment in FD or IBS patients, and to determine whether IBS-FD overlap induced more sleep disturbance than FD or IBS alone.
METHODS: A population-based cohort in South Korea including 2251 subjects was asked about gastrointestinal symptoms including IBS and dyspepsia-related symptoms. In addition, sleep disturbance was measured using the Pittsburgh Sleep Quality Index and Epworth Sleepiness Scale questionnaires. One-way ANOVA and logistic regression were used to assess differences among the 4 groups (healthy subjects, IBS alone, FD alone, and IBS-FD overlap).
RESULTS: Of 2251 subjects who were surveyed by questionnaire, 2031 responded (92.5% response rate) and were analyzed. The prevalence of IBS, FD, and IBS-FD overlap was 8.0% (95% confidence interval [CI], 6.8-9.2%), 4.8% (95% CI, 3.9-5.8%), and 1.8% (95% CI, 1.2-2.4%), respectively. FD alone, but not IBS alone, was significantly associated with a poorer sleep quality index (OR, 2.68; 95% CI, 1.43-5.01) and more daytime sleepiness (OR, 2.21; 95% CI, 1.14-4.30), compared to healthy subjects. IBS-FD overlap had the greatest likelihood of a poorer sleep quality index (OR, 3.88; 95% CI, 1.83-8.19), daytime sleepiness (OR, 2.47; 95% CI, 1.01-5.67), and insomnia (OR, 2.84; 95% CI, 1.39-5.82), compared to healthy subjects.
CONCLUSION: A correlation between functional gastrointestinal disorders and sleep disturbance was demonstrated, which was significantly pronounced in the context of IBS-FD overlap.

Entities:  

Keywords:  Functional gastrointestinal disorder; Irritable bowel syndrome; Sleep

Year:  2018        PMID: 29605983      PMCID: PMC5885727          DOI: 10.5056/jnm17098

Source DB:  PubMed          Journal:  J Neurogastroenterol Motil        ISSN: 2093-0879            Impact factor:   4.924


Introduction

The incidence of sleep-related problems, such as sleep loss and chronic insomnia, is increasing in modern society. Sleep disorders are associated with increased morbidities, as evidenced by the increased need for general care and mental health treatment.1,2 Sleep disturbances are common in patients with gastrointestinal symptoms and a few reports have shown the association between sleep impairment and gastrointestinal disease, such as peptic ulcer,3 gastroesophageal reflux disease,4 and functional gastrointestinal disorders (FGIDs), including irritable bowel syndrome (IBS) and functional dyspepsia (FD).5 Several studies that investigated the prevalence of sleep disturbance in FD or IBS found that it was higher in FD patients than in controls,6 and that these disorders were associated with gastrointestinal symptom severity;7 however, most of these studies were limited by small sample sizes. On the other hand, FD and IBS are reported to overlap frequently,8 since various gastrointestinal symptoms appear at the same time in a patient. In a cross-sectional study including 2680 subjects in a health check-up population, Kaji et al9 reported that the prevalence of FD, IBS, and IBS-FD overlap was 10.0%, 14.2%, and 3.4%, respectively. However, few reports have investigated concurrent sleep disturbance and IBS-FD overlap. Therefore, we aimed to evaluate the prevalence of sleep impairment in FD or IBS patients, and to determine whether IBS-FD overlap induces more sleep disturbance than FD or IBS alone.

Materials and Methods

Study Subjects

All study subjects were derived from the Ansan cohort of the Korean Genomic Epidemiology Study (KoGES), an ongoing population-based cohort study designed to establish a representative adult cohort in the city of Ansan, South Korea and to identify the epidemiologic characteristics and the frequency and determinants of chronic disease in Koreans. Detailed information on the KoGES study design and aims have been previously reported.10 From June 2001 to January 2003, a longitudinal cohort was formed, consisting of 5012 participants (2518 men and 2494 women aged 40–69 years) who participated in a comprehensive health examination and on-site interviews at Korea University Ansan Hospital. They were followed up biennially. Among 3021 subjects who participated in the 6th 2nd examination in 2012 and 7th 1st examination in 2013, 2251 subjects (1161 men and 1090 women) were asked about gastrointestinal symptoms according to the Rome III criteria. We excluded participants who did not complete questionnaires (n = 169) or who had cancers (n = 51). We included 2031 subjects (1070 men and 961 women) in this analysis. This study was approved by the Institutional Review Board of Korea University Ansan Hospital (ED0624).

Definition

FD and IBS were defined according to the Rome III criteria.11,12 FD, diagnosis was based on one or more of the following symptoms for the prior 3 months, with symptom onset at least 6 months earlier: bothersome postprandial fullness, early satiation, epigastric pain, or epigastric burning with no evidence of structural disease that could explain the symptoms.11 The IBS diagnosis was based on the presence of recurrent abdominal pain or discomfort associated with 2 or more of the following: improvement after defecation, onset associated with a change in frequency of stools, or onset associated with a change in stool form for the prior 3 months, with symptom onset at least 6 months prior to diagnosis.12 IBS-FD overlap was defined as the fulfillment of both IBS and FD criteria by the same patient.

Questionnaire on Lifestyle and Anthropometric and Biochemical Data

The questionnaire included questions about smoking status (never or current), alcohol consumption (never or current), income (monthly wage of < 200, 200–400, > 400 × 104 Korean won), physical activity (metabolic equivalents per hour daily), occupation (white collar or blue collar), education level (< 6, 6–12, > 12 years), and marital status. Body mass index (BMI) was calculated as weight in kilograms divided by the square of height in meters. Blood pressure was measured by trained technicians using a mercury sphygmomanometer, with the subject in the supine position after at least a 10-minute rest period. Blood samples were taken in the morning after an overnight fast. We measured fasting glucose, serum triglycerides, total-cholesterol, and high-density lipoprotein cholesterol.

Questionnaires on Depression and Quality of Life

The Beck Depression Inventory (BDI), a 21-item self-reported inventory, is used to assess the severity of depressive symptoms.13 Participants were asked to indicate which statement best described the way they have been feeling for the past 2 weeks. Total BDI scores range from 0 to 63, with higher scores reflecting greater levels of depressive symptoms. To assess health related quality of life (QOL), the 12-item Short-Form health survey (SF-12), a short version of the 36-item SF health survey questionnaire, was used.14 Each of the 12 questions is rated on a 5-point Likert scale, and the sum of the scores can be calculated with a standardized scoring algorithm. Scores can be transformed into mental composite summary and physical composite summary scores. Higher scores on the SF-12 composite and total scores indicate higher QOL.

Questionnaires on Mood and Sleep Disturbance

To assess sleep quality and disturbances, the Pittsburgh Sleep Quality Index (PSQI), a self-reported questionnaire, was used.15 The PSQI yields a total score that ranges from 0 to 21, with higher scores indicating more sleep difficulties. The PSQI has 7 subscales: subjective sleep quality, sleep latency, sleep duration, habitual sleep efficiency, sleep disturbances, use of sleeping medications, and daytime dysfunction. To evaluate insomnia status, participants were asked to rate the frequency of the following 4 insomnia symptoms in the prior month on a 4-point Likert scale (1 = never, 2 = 1–2 times per week, 3 = 3–4 times per week, and 4 = more than 5 times per week): difficulty initiating sleep, difficulty maintaining sleep, experience of early morning awakening, and low mood in the morning. Individuals who indicated that they experienced at least 1 of these 4 symptoms more than 3–4 times per week (score ≥ 3 on any 1 item) were categorized as having insomnia symptoms, regardless of their use of sleep medicine.16 The Epworth Sleepiness Scale (ESS), is an 8-item questionnaire for daytime sleepiness with scores ranging from 0 to 24, with higher scores indicating greater sleepiness. The ESS was also used to assess the general level of daytime sleepiness.17

Statistical Methods

Data are expressed as means ± standard deviations for continuous variables or numbers and as percentages for categorical variables. The analyses of continuous and categorical variables to assess differences among the 4 groups in this study were performed by one-way ANOVA, using the Scheffe post-hoc test or the χ2 test for comparison. Logistic regression analysis was performed to estimate the odds ratio (OR) with 95% confidence interval (CI) for the correlation between IBS and FD. Covariates included in the multivariate models were age, sex, income, occupation, educational level, smoking status, BMI, BDI score, alcohol consumption, and physical activity (metabolic equivalents per hour daily). To explore the mediators of the correlation between IBS and FD, subjects with FD were subcategorized into 4 groups: without both FD and IBS, with FD and without IBS, without FD and with IBS, and with both FD and IBS. P < 0.05 was considered statistically significant. All statistical analyses were performed using SAS statistical software (SAS 9.4, SAS Institute, Cary, NC, USA).

Results

Baseline Characteristics

Among 2031 eligible subjects, 169 (8.3%) subjects were diagnosed with IBS, 98 (4.8%) with FD, and 36 (1.8%) with IBS/FD overlap. The age- and sex-adjusted prevalence rates of IBS, FD, and IBS-FD overlap were 8.01% (95% CI, 6.8–9.2%), 4.8% (95% CI, 3.9–5.8%), and 1.8% (95% CI, 1.2–2.4%), respectively. Table 1 shows the characteristics of the study subjects according to FD or IBS status. The mean age of patients with IBS alone was less than that of subjects without IBS or dyspepsia, and IBS-FD overlap was more prevalent in females than in males. IBS was more prevalent in subjects with a higher educational level, and there were differences in marital status between IBS and FD.
Table 1

Baseline Characteristics in Subjects With Irritable Bowel Syndrome, Functional Dyspepsia, and Irritable Bowel Syndrom–Functional Dyspepsia Overlap

Normal (n = 1800)IBS Alone (n = 133)FD Alone (n = 62)IBS-FD overlap (n = 36)P-value

Normal vs IBS AloneNormal vs FD AloneNormal vs IBS-FD
Age58.0 ± 6.50.0170.6390.581
Sex0.2790.1140.006
 Female833 (46.3%)68 (51.1%)35 (56.5%)25 (69.4%)
 Male967 (53.7%)65 (48.9%)27 (43.5%)11 (30.6%)
Alcohol0.3700.6050.316
 Never898 (49.9%)61 (45.9%)33 (53.2%)21 (58.3%)
 Current902 (50.1%)72 (54.1%)29 (46.8%)15 (41.7%)
Smoking0.1540.5990.664
 Never1555 (86.4%)109 (82.0%)55 (88.7%)32 (88.9%)
 Current245 (13.6%)24 (18.0%)7 (11.3%)4 (11.1%)
Education (yr)0.0460.4220.114
 < 6200 (11.1%)8 (6.0%)7 (11.3%)8 (22.2%)
 6–121183 (65.7%)84 (63.2%)45 (72.6%)21 (58.3%)
 > 12417 (23.2%)41 (30.8%)10 (16.1%)7 (19.4%)
Income (104 won/mo)0.4810.3850.584
 < 200422 (23.4%)28 (21.1%)17 (27.4%)10 (27.8%)
 200–400701 (38.9%)48 (36.1%)27 (43.5%)11 (30.6%)
 > 400677 (37.6%)57 (42.9%)18 (29.0%)15 (41.7%)
Occupation0.9780.3490.136
 White collar524 (29.1%)38 (28.6%)23 (37.1%)16 (44.5%)
 Blue collar513 (28.5%)39 (29.3%)14 (22.6%)8 (22.2%)
 Housekeeper763 (42.4%)56 (42.1%)25 (40.3%)12 (33.3%)
Marital status0.0080.0470.086
 Married840 (46.7%)78 (58.6%)21 (33.9%)22 (61.1%)
 Other960 (53.3%)55 (41.4%)41 (66.1%)14 (38.9%)
Fasting glucose (g/dL)97.1 ± 20.897.3 ± 21.299.5 ± 25.397.7 ± 20.60.9190.3880.865
SBP (mmHg)115.2 ± 13.7113.5 ± 13.6113.1 ± 12.1110.5 ± 11.80.1780.2320.043
DBP (mmHg)75.4 ± 9.674.8 ± 9.474.3 ± 8.772.9 ± 9.20.4790.3700.113
Triglycerides (mg/dL)142.8 ± 98.4147.3 ± 97.7156.7 ± 90.4143.5 ± 77.30.6130.2720.963
HDL (mg/dL)49.4 ± 12.751.9 ± 13.448.6 ± 11.754.6 ± 14.10.0250.6240.014

IBS, irritable bowel syndrome; FD, functional dyspepsia; IBS-FD overlap, defined as the fulfillment of the criteria of both IBS and FD; SBP, systolic blood pressure; DBP, diastolic blood pressure; HDL, high-density lipoprotein.

Depression and Quality of Life

Figure 1 shows the depression and QOL status according to the functional bowel disorder. The BDI, which indicates the degree of depression, was higher in patients with IBS, FD, and IBS-FD overlap than in healthy subjects. The BDI of subjects with IBS-FD overlap was highest, and there were significant differences in the BDI between IBS or FD alone and IBS-FD overlap groups (Fig. 1A). Both the physical and mental components of the SF-12, representing QOL, were significantly lower in IBS alone, FD alone, or IBS-FD overlap, compared to healthy subjects (Fig. 1B and 1C).
Figure 1

Depression and quality of life in functional gastrointestinal disorders. The (A) Beck Depression Inventory (BDI) scores, (B) physical component summary of the 12-item Short-Form health survey (SF-12), and (c) mental component summary of the SF-12, for subjects with irritable bowel syndrome (IBS) alone, functional dyspepsia (FD) alone, and IBS-FD overlap, as compared with normal healthy controls. IBS-FD overlap, defined as the fulfillment of the criteria of both IBS and FD.

Sleep Impairment in Irritable Bowel Syndrome or Functional Dyspepsia

Figure 2 shows that sleep impairment was more prominent in subjects with IBS alone, FD alone, or IBS-FD overlap, compared to healthy subjects. The global PSQI score in subjects with functional bowel disorders was significantly higher than that of healthy subjects (Fig. 2A). In addition, the proportion of subjects with PSQI total scores higher than 6 was greater in IBS alone (13.5%, P < 0.01), FD alone (25.8%, P < 0.01), and IBS-FD overlap (36.0%, P < 0.01), compared to healthy subjects (9.1%). The ESS scores, which reflect the extent of daytime sleepiness, were significantly higher in subjects with FD alone and IBS-FD overlap, compared to healthy subjects (Fig. 2B). Moreover, insomnia occurred more frequently in IBS alone, FD alone, and IBS-FD overlap, compared to healthy subjects (Fig. 2C). However, the mean hours of sleep duration were not different between groups.
Figure 2

Sleep impairment in functional gastrointestinal disorders. (A) The Pittsburgh Sleep Quality Index (PSQI), (B) Epworth Sleepiness Scale (ESS) scores, and (C) insomnia in subjects with irritable bowel syndrome (IBS) alone, functional dyspepsia (FD) alone, and IBS-FD overlap, as compared with normal healthy controls. IBS-FD, IBS-FD overlap, defined as the fulfillment of the criteria of both IBS and FD.

Table 2 shows the multivariate analysis of the correlation between functional bowel disorders and sleep disturbance. After all other factors (age, sex, income, occupation, educational level, smoking status, alcohol consumption, BMI, BDI score, and physical activity) were adjusted, FD was found to have a significant effect on sleep quality (OR, 2.68; CI, 1.43–5.01) and daytime sleepiness (OR, 2.21; CI, 1.14–4.30), whereas IBS alone was not independently associated with sleep quality, insomnia, or daytime sleepiness. In addition, subjects who reported concurrent FD and IBS were more likely to have poorer sleep quality (OR, 3.88; CI, 1.83–8.19), insomnia (OR, 2.84; CI, 1.39–5.82), and daytime sleepiness (OR, 2.47; CI, 1.08–5.67).
Table 2

Association of Pittsburgh Sleep Quality Index, Epworth Sleepiness Scale, and Insomnia With Irritable Bowel Syndrome and Functional Dyspepsia

CrudeOR (95% CI) P-valueMultivariateOR (95% CI) P-value
PSQI
 Normalreferencereference
 IBS alone1.57 (0.93–2.66) 0.0921.31 (0.75–2.26) 0.340
 FD alone3.38 (1.87–6.13) < 0.0012.68 (1.43–5.01) 0.002
 IBS-FD overlap5.24 (2.59–10.59) < 0.0013.88 (1.83–8.19) < 0.001
ESS
 Normalreferencereference
 IBS alone1.56 (0.91–2.67) 0.1061.36 (0.79–2.36) 0.268
 FD alone2.55 (1.33–4.89) 0.052.21 (1.14–4.30) 0.019
 IBS-FD overlap2.92 (1.30–6.55) 0.0922.47 (1.08–5.67) 0.032
Insomnia
 Normalreferencereference
 IBS alone1.76 (1.20–2.58) 0.0031.44 (0.95–2.17) 0.083
 FD alone2.01 (1.18–3.42) 0.0101.50 (0.85–2.66) 0.163
 IBS-FD overlap4.08 (2.08–8.00) < 0.0012.84 (1.39–5.82) 0.004

PSQI, Pittsburgh sleep quality index (PSQI); ESS, Epworth sleepiness scale; IBS, irritable bowel syndrome; FD, functional dyspepsia; IBS-FD overlap, defined as the fulfillment of the criteria of both IBS and FD.

Odds ratio was calculated for the comparison of non-IBS patients with non-FD patients.

Crude data are adjusted for age and sex; the multivariate data are adjusted for age and sex plus income, occupation, educational level, smoking status, body mass index, Beck depression inventory score, alcohol consumption, and physical activity (metabolic equivalents per hour daily).

Discussion

In this population-based study using the Rome III criteria, the prevalence of IBS, FD, and IBS-FD overlap was 8.0%, 4.8%, and 1.8%, respectively. In a previous population-based Korean study that used the Rome II criteria, the corresponding prevalence rates were 9.6%, 9.5%, and 1.3%.18 Moreover, we found a significant correlation between functional bowel disorders and self-reported sleep disturbances; in particular, the highest correlation with poor sleep quality was found in subjects with IBS-FD overlap. The association between sleep disturbance and organic gastrointestinal diseases is well established. Previous studies showed that sleep disorders were more common in a gastroesophageal reflux disease (GERD) cohort than in a comparison cohort (hazard ratio = 2.69; CI, 1.83–3.94),19 and that individuals with peptic ulcers showed more daytime sleepiness compared to patients with other medical conditions, such as gynecological disorders, neurological disorders, or heart disease.20 In the absence of organic disease, the presence of gastrointestinal symptoms exhibited a relationship with sleep disturbance, and multiple gastrointestinal symptoms tended to have a stronger association than single symptoms.5,21 Therefore, it could be considered natural that FGIDs, which manifest various chronic gastrointestinal symptoms including abdominal pain, are accompanied by sleep disturbance. In accordance with our findings, the prevalence of sleep disturbances in patients with IBS or FD was higher than that in healthy subjects in previous studies.7,22 Sleep impairment and digestive symptoms are closely related. Sleep disturbance in patients with FGID could be due to existing, chronic painful physical stimuli, including gastrointestinal symptoms that cause difficulty in sleeping, inability to resume sleep once awake, and a shorter sleep duration.23 In addition, sleep deprivation itself has been shown to be an aggravating factor of unpleasant next-day abdominal symptoms in women with IBS.24 Other explanations for the high prevalence of sleep disturbances in patients with FGIDs could be related to psychological distress, such as depression or anxiety, which are commonly reported in these patients.6 In a study in Singapore, 51% of refractory FGID patients at a tertiary gastroenterology unit had significant anxiety or depression compared with controls.25 Acute or chronic psychosocial stressors frequently precede the onset and exacerbations of FGID.26,27 Approximately two-thirds of patients with IBS who are referred to secondary care centers have some form of psychological distress, commonly anxiety or depression.28 Notably, in another study, Robert et al29 showed that patients with both IBS and depression complained of more sleep issues than both patients with IBS without depression and healthy subjects. Our study also confirmed that depression was more prevalent in patients with IBS or FD than in healthy subjects. Moreover, in patients with FD, the self-reporting of poor sleep was found to be positively correlated with gastrointestinal symptom severity, and poor sleep was strongly associated with anxiety and depression.30 Several studies have shown that psychological distress may alter gut immunity and permeability, which is being increasingly recognized as a pathophysiological mechanism in FGID.31,32 Taking a different approach, several studies that used polysomnography in IBS showed that the proportion of rapid eye movement sleep was markedly increased,33,34 with more frequent sleep fragmentation and awakening in IBS patients.35 In another study, rapid eye movement sleep, arousals, and waking was associated with increased colon motility.36 Our study revealed that the global PSQI scores, ESS scores, and prevalence of insomnia were higher in subjects with IBS or FD alone than in healthy subjects. Interestingly, the likelihood of sleep problems was greater in FD patients than in IBS patients. Due to limited data pertaining to the increased prevalence of sleep impairment in FD than in IBS, further studies are needed. Our study also examined QOL using the SF-12 questionnaire. The scores for both the physical and mental components were lower in patients with IBS alone, FD alone, or IBS-FD overlap, compared to healthy controls. Patients with IBS experience significant impairment in health-related QOL.37 Several studies also reported that QOL in FD was reduced as compared with that of healthy subjects. Moreover, QOL showed a significant association with global PSQI scores in patients with FD.5,7 In our study, the IBS-FD overlap group showed the greatest likelihood of sleep disturbance in all scoring parameters when compared to healthy controls. The BDI score was also higher in subjects with IBS-FD overlap than in subjects with FD or IBS alone. The degree of overlap between IBS and FD varied from 15% to 42%, depending on the diagnostic criteria that was used.38 Abnormalities of the psychosocial or central nervous systems that affect gastrointestinal motility, as well as altered immune responses, could be considered as possible risk factors for IBS-FD overlap.39 Depressed mood was reported to have a significant association with FD, and there was a greater frequency of decreased QOL and depressed mood in patients with IBS-FD overlap than in patients with IBS or FD alone.40 Park et al41 reported that the somatization and anxiety scores were higher in IBS-FD overlap than in either IBS or FD alone. Along with an increase in the number of co-existing FGIDs, there was a corresponding increase in the prevalence of anxiety and depression.42 This study has several limitations. Although this was a population-based cohort study, the enrolled subjects were all middle-aged. Therefore, the prevalence of IBS or FD may not be generalizable to the general population. Moreover, there were some differences between healthy subjects and patients with FGIDs in sex, education level, and marital status, which might affect the prevalence of sleep disturbance. However, we calculated odds ratio after adjusting for many variables, including age, sex, education level, etc. In addition, since the prevalence of sleep issues such as insomnia tends to be higher among older women and men, sleep issues might have occurred more frequently in our study. Finally, although there was an obvious correlation between FGID and sleep disturbances, we were unable to determine causality owing to the cross-sectional design and complex pathophysiology of FGID. In conclusion, this study provides evidence for the association between sleep disturbances and FGIDs in a Korean community; this association was much stronger in the subjects with concurrent FD and IBS. In particular, sleep quality was more significantly impaired when both FD and IBS were present. Our results demonstrate that QOL and psychological stresses are significantly correlated with FD and IBS, and that the correlation is much stronger in patients with IBS-FD overlap. Further studies with a larger sample size and a prospective approach are warranted to assess a possible causal relationship between sleep and FGIDs.
  42 in total

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Authors:  I M Gralnek; R D Hays; A Kilbourne; B Naliboff; E A Mayer
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Review 7.  Functional gastroduodenal disorders.

Authors:  Jan Tack; Nicholas J Talley; Michael Camilleri; Gerald Holtmann; Pinjin Hu; Juan-R Malagelada; Vincenzo Stanghellini
Journal:  Gastroenterology       Date:  2006-04       Impact factor: 22.682

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Authors:  M W Johns
Journal:  Sleep       Date:  1991-12       Impact factor: 5.849

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Authors:  Amit Y Rotem; Ami D Sperber; Pavel Krugliak; Bruria Freidman; Asher Tal; Ariel Tarasiuk
Journal:  Sleep       Date:  2003-09       Impact factor: 5.849

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Authors:  Stephen F Smagula; Woon-Puay Koh; Renwei Wang; Jian-Min Yuan
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Journal:  J Neurogastroenterol Motil       Date:  2018-10-01       Impact factor: 4.924

9.  Trimebutine Maleate Monotherapy for Functional Dyspepsia: A Multicenter, Randomized, Double-Blind Placebo Controlled Prospective Trial.

Authors:  Jannis Kountouras; Emmanuel Gavalas; Apostolis Papaefthymiou; Ioannis Tsechelidis; Stergios A Polyzos; Serhat Bor; Mircea Diculescu; Κhaled Jadallah; Mazurek Tadeusz; Tarkan Karakan; Αnna Bochenek; Jerzy Rozciecha; Piotr Dabrowski; Zeno Sparchez; Orhan Sezgin; Macit Gülten; Niazy Abu Farsakh; Michael Doulberis
Journal:  Medicina (Kaunas)       Date:  2020-07-08       Impact factor: 2.430

  9 in total

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