The search strategy identified 110 individual potentially suitable publications. Through the eligibility and screening processes, a total of 20 publications were included in the meta-analysis [14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33]. This totalled 22 different relevant studies as two publications reported separate data and adjusted odds ratios for different cohorts (either separate data for males and females or separate histological subtype of oesophageal cancer) [27, 32] (Fig. 1). All studies were published in English. The studies identified were clearly split into three categories based upon the specific population being examined: the association between statin use in the community and incidence of OAC, the relationship between statin use in a BO cohort on OAC rates, and the association with all oesophageal cancer on a population scale. Table 1 lists the studies included and their important characteristics. Two of the included studies were only published in abstract format; however, sufficient relevant information necessary for analysis was extracted from them [20, 29]. The other studies were in full peer-reviewed format.
For each planned subgroup analyses, separate meta-analyses were conducted on adjusted and unadjusted data. This was due to the heterogeneity in presentation of risk factor adjustment in the studies being analysed. As in the previous meta-analysis [12], heterogeneity in the reporting of statin dose and duration meant statistical analysis of this data would not be feasible.
Characteristics of Included Studies
Twenty-two datasets reported on a total of 373,263 cases and 6,105,704 controls. As a proportion, 3.7% of the total population were statin users. Of 236,608 statin users, approximately 0.82% developed HGD/OC. Of 6,231,642 non-statin users, 5.90% developed HGD/OC. Details of the included studies are given in Table 1. The studies were from a variety of geographic locations with five from the USA and seven from the UK. No randomised control trials were identified during the search and in total, data were available from eight cohort, six nested case-control, and six case-control studies The majority of outcome assessments in nested case-control studies [23, 24, 32] and cohort study [19] were done through record linkage. Two case-control studies [18, 33] ascertained exposure through the use of structured interviewers where participants were not completely blind to case-control status. One case-control study analysed exposure through the use of secure records (i.e. medical notes). Eleven studies [14,15,16,17,18,19,20,21,22,23,24] examined statin use and the incidence of OAC in Barrett’s cohort. Eight datasets reported [25,26,27,28,29,30,31] the impact of statins on incidence of any OC in population and two studies (with a total of 3 datasets [32, 33]) looked at the relationship between statins and OAC in the general population.
Table 2 displays the baseline characteristics of the population from each study. Mean age at BO diagnosis or age of control in nested case-control studies ranged from 60.7 to 70.9 years. In case-control studies, the mean age of diagnosis of OC ranged from 60.9 to 70.7 years. With the exception of one study [32], the proportion of men as part of study population exceeded 60%. Length of BO was only reported in two studies [15, 16]. Three studies reported rates of reflux symptoms and endoscopic oesophagitis [16, 22, 31]. Statin use in the included study populations ranged from 13 to 54%. Proton pump inhibitors (PPI) used in the study populations ranged from 51 to 94%.
Table 2 Baseline characteristics of patients in studies included in the meta-analysis
Quality Assessment
The studies included in the meta-analysis were ranked as being medium (11) to high quality (11) with the exception of two studies [20, 30]. A more detailed breakdown of study quality assessment can be found in Table 1. Baseline characteristics in patients are relatively consistent across studies producing an appropriate pooled population for oesophageal carcinoma. This was a population consisting of a majority Caucasian male population of age greater than 60 years. Overall 13 studies included adjusted for concomitant potentially chemopreventative medication in the form of aspirin/non-steroidal anti-inflammatory drugs (NSAIDs). The majority of studies also adjusted for two other main risk factors involved in the development of OC: smoking and obesity. However, adjustment for other risk factors was variable between studies. Due to the variability in correcting for and reporting potential confounders, the pooled data for both unadjusted and adjusted odds ratios were separately analysed.
Statin Use in Barrett’s Cohorts Progressing to Adenocarcinoma
A total of 11 studies were included within this analysis. This included five cohort studies, two case-control studies, and four-nested case-control studies. The total sample included a minimum of 1057 cancer/HGD cases and 17,741 controls with non-cancerous with BO (the actual numbers included in one study are not available [20]). All studies adjusted for age and gender except for one study that did not adjust for gender [24]. Three studies adjusted for race [14, 16, 18]. Six studies adjusted for smoking [17,18,19, 23, 24, 33]. Only one study adjusted for alcohol use [18]. Four studies adjusted for obesity [17,18,19, 24]. Two studies adjusted for length of BO [15, 16] and reported reflux with/without endoscopic oesophagitis [16, 18]. Five studies adjusted for concomitant medication use (specifically NSAID/aspirin use) [14,15,16, 18, 22]. One study [15] did not report adjusted OR in the final publication and hence was not included in the relevant meta-analysis examining adjusted data. One study [19] used a time-varying model to assess HR. This was used to give a more reliable estimate, as it will take into account the time windows when the patients are taking or not taking statins. This study was incorporated into the adjusted OR model.
The pooled unadjusted data showed a significant inverse association between statin use and the incidence of OAC in Barrett’s cohorts (pooled OR 0.54 (95% CI 0.46 to 0.63)) (P < 0.0001, I
2 = 0%) (Fig. 2). This confirmed the pooled adjusted ORs (OR 0.59 (95% CI 0.50 to 0.68)) (P < 0.00001, I
2 = 0%) (Fig. 3). There was no significant heterogeneity in the studies and sensitivity analyses showed that the omission of any single study had no effect on the overall results. Both case-control and cohort studies produced very similar results and the results of the study only presented in abstract form for which less detail is available were consistent with all the other studies [20].
There was major variation in the reporting of duration and dose of statin use within the included studies. This outcome was therefore unsuitable for statistical analysis. Nguyen et al. [14] suggested that duration of statin use greater than 1 year was associated with a reduced incidence of OAC (aOR 0.52; 95% CI 0.3 to 0.91). Beales et al. [22] reported that statin use of greater than 5 years was associated with a reduced incidence of OAC (aOR 0.41; 95% CI 0.15 to 0.85). Nguyen et al. [24] also reinforced this general finding with both unadjusted and adjusted OR for the period of 6 to 18 months showing a reduced incidence of OAC (OR 0.41; 95% CI 0.26 to 0.63, and aOR 0.52; 95% CI 0.32 to 0.85). Although other ORs within this study [24] showed efficacy at less than 6 months and greater than 18 months, these ORs were not statistically significant after adjusting for confounders and potential risk factors. In terms of dosage, Beales et al. [18] reported that statin dose above 40 mg equivalent of simvastatin was associated with a more pronounced inverse association than doses below 40 mg simvastatin dose equivalents (adjusted OR 0.31; 95% CI 0.05 to 0.97 compared to 0.59; 95% CI 0.27 to 0.98, respectively). The other studies did not provide data on statin dose, type, or duration.
Statin Use in Population Cohort Progressing to Adenocarcinoma
This subgroup analysis consisted of data extracted from two publications. One paper reported separate data from OAC and oesophagogastric junction adenocarcinoma (OGJA); due to the potential difference in biology, these were analysed and reported separately [32]. All studies were case-control studies. The total sample size was 4305 patients. This consisted of 907 cases of OAC with 3398 controls. All studies included adjusted and unadjusted data, and hence, both sets of data were compiled into the meta-analysis. Alexandre et al. [32] adjusted for risk factors such as smoking, obesity, and concomitant medication use in the form of NSAIDs, aspirin, and PPIs. Beales et al. [33] adjusted for age, gender, smoking, alcohol, obesity, and medications.
Pooled unadjusted ORs showed a non-significant association with wide confidence intervals with significant heterogeneity (0.73 (0.41–1.32)) (I
2 = 81%) (Fig. 4). However, the meta-analysis of pooled adjusted data (Fig. 5) showed a significant negative association between statin use and OAC incidence (OR 0.57; 95% CI 0.43 to 0.76) (P < 0.001), with no significant heterogeneity between studies (I
2 = 0%).
When examining duration of statin use, Beales et al. [33] showed duration of use greater than 5 years had greater inverse association (adjusted OR 0.29; 95% CI 0.1 to 0.67) compared to other time periods such as 2 to 5 years (adjusted OR 0.51; 95% CI 0.19 to 0.97). Both studies [32, 33] examined dose with a common dose margin of 40 mg simvastatin. Beales et al. [33] reported that doses greater than 40 mg simvastatin were associated with a greater reduction in risk (adjusted OR 0.16; 95% CI 0.05 to 0.6) than doses less than 40 mg (adjusted OR 0.53; 95% CI 0.25 to 0.86). Although the data provided for statin dose less than 40 mg in Alexandre et al. [32] are not statistically significant, the statin dose for greater than 40 mg shows a substantial reduction in risk of OAC in a population cohort (adjusted OR 0.51; 95% CI 0.27 to 0.96).
Statin use in Population Cohort Progressing to Oesophageal Cancer (All Types)
This subgroup analysis examined the potential effect of statins on the incidence of all types of oesophageal carcinomas in population cohorts. A total of eight cohorts were used in this analysis. This consisted of seven studies with one study [27] providing two populations consisting of the male and female population analysed separately. The sample size totalled 6,455,338 patients. There were 371,400 cases of oesophageal carcinomas in a background of 6,083,938 patients from population cohorts. Three studies adjusted for age [25, 27, 30], smoking [25, 27, 28], and obesity [25, 27, 28]. Two studies adjusted for gender [25, 30]. Lai et al. [30] and Chan et al. [31] both adjusted for symptomatic reflux and endoscopic oesophagitis along with concomitant use of medications (aspirin/NSAIDs). One study [26] did not provide details of any adjustment in both study design and, statistically, hence was unable to be included in the adjusted OR meta-analysis.
The result of the meta-analysis of unadjusted odds ratios (1.07 (0.90–1.26)) (Fig. 6) was statistically insignificant. This was largely due to the influence of two studies [27, 25]. The unadjusted and adjusted ORs within the study by Hippiseley Cox et al. [27] were considerably different. There was substantial heterogeneity in the pooled unadjusted data (I
2 levels 82%). The pooled analysis of adjusted ORs demonstrated that the use of statins in a population cohort was associated with a significantly lower incidence of all oesophagus (OR 0.82; 95% CI 0.76 to 0.88) (P < 0.00001) with no heterogeneity in the data (I
2 = 0%) (Fig. 7). Sensitivity testing showed that the significance of the result was not influence by the exclusion of any single study.
Similar to the previous analysis, there was significant heterogeneity in the methods of data collection and reporting regarding duration and dosage of statins. This rendered statistical analysis inappropriate. Friedman et al. [26] actually reported statins were associated with an increased risk of OC in the male population (adjusted OR 1.7; 95% CI 1.05 to 2.75). However, with such large confidence intervals in place, this data are potentially unreliable. Data from Lai et al. [30] showed that statins were associated with a reduced incidence of OAC in a population cohort particularly when used for greater than 12 months (adjusted OR 0.14; 95% CI 0.04 to 0.56). In terms of statin doses, only Hippiseley-Cox et al. [27] provided detailed information. In males, doses of simvastatin equivalent to 40–80 mg showed an aOR 0.66; 95% CI 0.48 to 0.91 with the incidence of all oesophageal cancers. Doses of 10 mg atorvastatin were associated with reduced incidence of OC (aOR 0.68; 95% CI 0.49 to 0.95). In females, this trend was reversed with data suggesting dosages of 10 mg atorvastatin (aOR 0.67; 95% CI 0.49 to 0.95) were more effective in reducing OC rates in a population cohort than 40–80 g simvastatin (aOR 0.82; 95% CI 0.66 to 0.91).