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Abstract
BACKGROUND Identification of Barrett's esophagus (BE) with the treatment of dysplasia is essential to prevent esophageal adenocarcinoma (EAC). Moreover, determination of BE prevalence is important to define subsequent management strategies. However, precise estimates on BE prevalence from several European countries are lacking. We aimed to determine BE prevalence in a Southern European country. METHODS A cross-sectional, multicenter study from November 2019 to February 2020 was performed defining BE as a columnar extent in the distal esophagus greater than or equal to 1 cm with intestinal metaplasia. RESULTS A total of 1550 individuals, 51% male with a mean age of 62 (SD = 15) years undergoing upper endoscopy were included. The overall BE prevalence was 1.29% (95% confidence interval: 0.73-1.85); significantly higher in men [2.05% (1.06-3.04)] vs. women [0.53% (0.01-1.04)]. Of the 20 BE patients, eight were newly diagnosed and 12 were under surveillance. The median extent was C3 (min 0; max 16) M4.5 (min 2; max 16). One patient each had EAC (0.06%) and high-grade dysplasia (0.06%) at the time of endoscopy. There was no difference in prevalence between geographical regions, centers, use of sedation or experience of endoscopists. Considering all reports, 93% used standardized terminology, 23% accurate photodocumentation and 69% photodocumented the esophagogastric junction (EGJ). Furthermore, 80% used Prague classification, 55% Seattle protocol, 60% distance to the squamocolumnar junction, 75% to the EGJ and 40% to the hiatal pinch. When considering only reports with EGJ photodocumentation or Prague classification, the prevalence was 1.78% (0.91-2.64) or 1.03% (0.53-1.53). CONCLUSION We report for the first time BE prevalence in Southern Europe and report a low overall prevalence in an unselected population. Future studies need to determine progression rates and how to improve quality metrics.
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Zhao Z, Yin Z, Zhang C. Lifestyle interventions can reduce the risk of Barrett's esophagus: a systematic review and meta-analysis of 62 studies involving 250,157 participants. Cancer Med 2021; 10:5297-5320. [PMID: 34128354 PMCID: PMC8335822 DOI: 10.1002/cam4.4061] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 04/12/2021] [Accepted: 05/19/2021] [Indexed: 12/12/2022] Open
Abstract
Background Barrett's esophagus (BE) is a well‐established risk factor for esophageal adenocarcinoma. Our objective was to investigate the effectiveness of lifestyle interventions on BE risk. Methods We searched PubMed, Embase, and Web of Science up to 30 September 2020. The summary relative risks (RRs) and 95% confidence intervals (CIs) for the highest versus lowest categories of exposure were assessed. Analyses of subgroup, dose–response, sensitivity, and publication bias were conducted. Results Sixty‐two studies were included that involved more than 250,157 participants and 22,608 cases. Seven lifestyle factors were investigated: smoking, alcohol, body mass index (BMI), physical activity, sleep time, medication, and diet. We observed statistically significant increased BE risks for smoking (RR = 1.35, 95% CI = 1.16–1.57), alcohol intake (RR = 1.23, 95% CI = 1.13–1.34), body fatness (RR = 1.08, 95% CI = 1.03–1.13), less sleep time (RR = 1.76, 95% CI = 1.24–2.49), and proton pump inhibitors use (RR = 1.64, 95% CI = 1.17–2.29). Reduced risks of BE were found for aspirin (RR = 0.70, 95% CI = 0.58–0.84) and the intake of vitamin C (RR = 0.59, 95% CI = 0.44–0.80), folate (RR = 0.47, 95% CI = 0.31–0.71), and fiber (RR = 0.95, 95% CI = 0.93–0.97). The quality of most included studies was high and the subgroup analysis according to the quality score showed significant results (p < 0.05). There was no publication bias for smoking and alcohol. Although the analysis suggested significant evidence of publication bias for BMI, sensitivity analysis showed that the changes in the recalculated RRs were not significant. Conclusions The large meta‐analysis revealed that lifestyle modifications could reduce the risks of BE and, consequently, esophageal adenocarcinoma.
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Affiliation(s)
- Zhanwei Zhao
- Department of General Surgery, the Sixth Medical Center of PLA General Hospital, Beijing, China
| | - Zifang Yin
- Department of Obstetrics, the Sixth Medical Center of PLA General Hospital, Beijing, China
| | - Chaojun Zhang
- Department of General Surgery, the Sixth Medical Center of PLA General Hospital, Beijing, China
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Marques de Sá I, Marcos P, Sharma P, Dinis-Ribeiro M. The global prevalence of Barrett's esophagus: A systematic review of the published literature. United European Gastroenterol J 2020; 8:1086-1105. [PMID: 32631176 PMCID: PMC7724547 DOI: 10.1177/2050640620939376] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 06/04/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Determining the prevalence of Barrett's esophagus is important for defining screening strategies. We aimed to synthesize the available data, determine Barrett's esophagus prevalence, and assess variability. METHODS Three databases were searched. Subgroup, sensitivity, and meta-regression analyses were conducted and pooled prevalence was computed. RESULTS Of 3510 studies, 103 were included. In the general population, we estimated a prevalence for endoscopic suspicion of Barrett's esophagus of (a) any length with histologic confirmation of intestinal metaplasia as 0.96% (95% confidence interval: 0.85-1.07), (b) ≥1 cm of length with histologic confirmation of intestinal metaplasia as 0.96% (95% confidence interval: 0.75-1.18) and (c) for any length with histologic confirmation of columnar metaplasia as 3.89% (95% confidence interval: 2.25-5.54) . By excluding studies with high-risk of bias, the prevalence decreased to: (a) 0.70% (95% confidence interval: 0.61-0.79) and (b) 0.82% (95% confidence interval: 0.63-1.01). In gastroesophageal reflux disease patients, we estimated the prevalence with afore-mentioned criteria to be: (a) 7.21% (95% confidence interval: 5.61-8.81) (b) 6.72% (95% confidence interval: 3.61-9.83) and (c) 7.80% (95% confidence interval: 4.26-11.34). The Barrett's esophagus prevalence was significantly influenced by time period, region, Barrett's esophagus definition, Seattle protocol, and study design. There was a significant gradient East-West and North-South. There were minimal to no data available for several countries. Moreover, there was significant heterogeneity between studies. CONCLUSION There is a need to reassess the true prevalence of Barrett's esophagus using the current guidelines in most regions. Having knowledge about the precise Barrett's esophagus prevalence, diverse attitudes from educational to screening programs could be taken.
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Affiliation(s)
- Inês Marques de Sá
- Department of Gastroenterology, Portuguese Oncology Institute of
Porto, Porto, Portugal
| | - Pedro Marcos
- Department of Gastroenterology, Centro Hospitalar de Leiria,
Leiria, Portugal
| | - Prateek Sharma
- University of Kansas School of Medicine, Kansas City, USA
- Department of Gastroenterology, Veterans Affairs Medical Center,
Kansas City, USA
| | - Mário Dinis-Ribeiro
- Department of Gastroenterology, Portuguese Oncology Institute of
Porto, Porto, Portugal
- Center for Health Technology and Services Research (CINTESIS),
University of Porto, Porto, Portugal
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Qumseya BJ, Bukannan A, Gendy S, Ahemd Y, Sultan S, Bain P, Gross SA, Iyer P, Wani S. Systematic review and meta-analysis of prevalence and risk factors for Barrett's esophagus. Gastrointest Endosc 2019; 90:707-717.e1. [PMID: 31152737 DOI: 10.1016/j.gie.2019.05.030] [Citation(s) in RCA: 70] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2019] [Accepted: 05/12/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND AIMS Although screening for Barrett's esophagus (BE) is recommended in individuals with multiple risk factors, the type and number of risk factors necessary to trigger screening is unclear. In this systematic review and meta-analysis, we aimed to assess the relationship between number of risk factors and prevalence of BE. METHODS Through October 17, 2018 we searched studies that described the prevalence of BE in the general population and based on presence of risk factors that included GERD, male gender, age >50 years, family history of BE and esophageal adenocarcinoma, and obesity (defined as body mass index >35). Risk of BE based on number of risk factors was assessed using meta-regression while controlling for potential confounders. RESULTS Of 2741 studies, 49 were included in the analysis (307,273 individuals, 1948 with biopsy specimen-proven BE). Indications varied by study. The prevalence of BE for various populations was as follows: low-risk general population, .8% (95% confidence interval [CI], .6%-1.1%); GERD, 3% (95% CI, 2.3%-4%); GERD plus presence of any other risk factor, 12.2% (95% CI, 10.2%-14.6%); family history, 23.4% (95% CI, 13.7% -37.2%); age >50, 6.1% (95% CI, 4.6%-8.1%); obesity, 1.9% (95% CI, 1.2%-3%); and male sex, 6.8% (95% CI, 5.3%-8.6%). Prevalence of BE varied significantly between Western and non-Western populations. In a meta-regression, controlling for the region of the study, age, and gender, there was a positive linear relationship between the number of risk factors and the prevalence of BE. CONCLUSIONS Results of this study provide estimates of BE prevalence based on the presence and the number of risk factors. These results add credence to current guidelines that suggest screening in the presence of multiple risk factors.
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Affiliation(s)
- Bashar J Qumseya
- Division of Gastroenterology and Hepatology, Archbold Medical Group/Florida State University, Thomasville, Georgia, USA
| | - Aymen Bukannan
- Division of Gastroenterology and Hepatology, Archbold Medical Group/Florida State University, Thomasville, Georgia, USA
| | - Sherif Gendy
- Division of Physical Therapy, School of Allied Health Sciences, Florida A & M University, Tallahassee, Florida, USA
| | - Yahya Ahemd
- Division of Internal Medicine, Houston Methodist Hospital, Houston, Texas, USA
| | - Shahnaz Sultan
- Division of Gastroenterology, Hepatology and Nutrition, University of Minnesota, Minneapolis, Minnesota, USA
| | - Paul Bain
- Harvard School of Public Health Countway Library of Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Seth A Gross
- Division of Gastroenterology & Hepatology, NYU Langone Health, New York, New York, USA
| | - Prasad Iyer
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Sachin Wani
- Division of Gastroenterology and Hepatology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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5
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Abstract
OBJECTIVES Several single-nucleotide polymorphisms (SNPs) have been associated with Barrett's esophagus (BE) risk. In addition, environmental factors including smoking, alcohol consumption, and heartburn increase BE risk. However, data on potential interactions between these genetic and environmental factors on BE risk are scant. Understanding how genes and environmental risk factors interact may provide key insight into the pathophysiology of BE, and potentially identify opportunities for targeted prevention and treatment. The objectives of this study were to examine the main effects and the potential effect modification between known genetic loci (SNPs) and established environmental risk factors for BE. METHODS We performed a nested case-control study using data on 401 incident BE cases and 436 age-matched controls from the Nurses' Health Study, Nurses' Health Study II, and Health Professionals Follow-up Study cohorts, who gave blood and completed biennial questionnaires. Overall, we genotyped 46 SNPs identified in previous BE genome-wide association studies as well as SNPs in candidate genes related to BE susceptibility (i.e., related to excess body fat, fat distribution, factors associated with insulin resistance, and inflammatory mediators). A genetic risk score (GRS) was constructed to evaluate the combined effect of the selected SNPs on BE risk. Interactions between SNPs and BE risk factors were also assessed. RESULTS We observed a suggestive, but not statistically significant, association between our GRS and BE risk: a one-allele increase in the unweighted GRS increased the risk of BE by a factor of 1.20 (95% confidence interval = 1.00-1.44; P = 0.057). We did not observe any meaningful multiplicative interactions between smoking, alcohol consumption, or heartburn duration and BE genotypes. When we assessed the joint effect of weighted GRS and BE risk factors, we did not observe any significant interaction with alcohol and heartburn duration, whereas smoking showed a significant multiplicative interaction (P = 0.016). CONCLUSIONS Our results suggest that SNPs associated with BE at genome-wide significant levels can be combined into a GRS with a potential positive association with BE risk.
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Filiberti R, Fontana V, De Ceglie A, Blanchi S, Grossi E, Della Casa D, Lacchin T, De Matthaeis M, Ignomirelli O, Cappiello R, Foti M, Laterza F, Annese V, Iaquinto G, Conio M. Smoking as an independent determinant of Barrett's esophagus and, to a lesser degree, of reflux esophagitis. Cancer Causes Control 2015; 26:419-29. [PMID: 25555994 DOI: 10.1007/s10552-014-0518-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2014] [Accepted: 12/19/2014] [Indexed: 02/05/2023]
Abstract
PURPOSE To evaluate the role of smoking in Barrett's esophagus (BE) and erosive esophagitis (E) compared to endoscopic controls with no BE or E. Smoking is considered a cause of both BE and E, but results on this topic are quite controversial. METHODS Patients with BE (339), E (462) and controls (619: 280 with GERD (gastroesophageal reflux disease)-negative and 339 with GERD-positive anamnesis) were recruited in 12 Italian endoscopy units. Data were obtained from structured questionnaires. RESULTS Among former smokers, a remarkable upward linear trend was found in BE for all smoking-related predictors. In particular, having smoked for more than 32 years increased the risk more than two times (OR 2.44, 95 % CL 1.33-4.45). When the analysis was performed in the subgroup of subjects with GERD-negative anamnesis, the risk of late quitters (<9 years) passed from OR 2.11 (95 % CL 1.19-3.72) to OR 4.42 (95 % CL 1.52-12.8). A noticeably positive dose-response relationship with duration was seen also among current smokers. As regards E, no straightforward evidence of association was detected, but for an increased risk of late quitters (OR 1.84, 95 % CL 1.14-2.98) in former smokers and for early age at starting (OR 3.63, 95 % CL 1.19-11.1) in GERD-negative current smokers. CONCLUSIONS Smoking seems to be an independent determinant of BE and, to a lesser degree, of E. The elevation in risk is independent from GERD and is already present in light cigarette smokers. Smoking cessation may reduce, but not remove this risk.
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Affiliation(s)
- Rosa Filiberti
- Clinical Epidemiology, IRCCS AOU San Martino- IST-Istituto Nazionale per la Ricerca sul Cancro, Largo R. Benzi, 10, 16132, Genoa, Italy,
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Yates M, Cheong E, Luben R, Igali L, Fitzgerald R, Khaw KT, Hart A. Body mass index, smoking, and alcohol and risks of Barrett's esophagus and esophageal adenocarcinoma: a UK prospective cohort study. Dig Dis Sci 2014; 59:1552-9. [PMID: 24500448 PMCID: PMC4067535 DOI: 10.1007/s10620-013-3024-z] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2013] [Accepted: 12/30/2013] [Indexed: 12/22/2022]
Abstract
BACKGROUND The timing of the risk factors cigarette smoking, alcohol and obesity in the development of Barrett's esophagus (BE) and esophageal adenocarcinoma (EAC) is unclear. AIMS To investigate these exposures in the aetiology of BE and EAC in the same population. METHODS The cohort included 24,068 men and women, aged 39-79 years, recruited between 1993 and 1997 into the prospective EPIC-Norfolk Study who provided information on anthropometry, smoking and alcohol intake. The cohort was monitored until December 2008 and incident cases identified. RESULTS One hundred and four participants were diagnosed with BE and 66 with EAC. A body mass index (BMI) above 23 kg/m(2) was associated with a greater risk of BE [BMI ≥23 vs. 18.5 to <23, hazard ratio (HR) 3.73, 95 % CI 1.37-10.16], and within a normal BMI, the risk was greater in the higher category (HR 3.76, 95 % CI 1.30-10.85, BMI 23-25 vs. 18.5 to >23 kg/m(2)). Neither smoking nor alcohol intake were associated with risk for BE. For EAC, all BMI categories were associated with risk, although statistically significant for only the highest (BMI >35 vs. BMI 18.5 to <23, HR 4.95, 95 % CI 1.11-22.17). The risk was greater in the higher category of a normal BMI (HR 2.73, 95 % CI 0.93-8.00, p = 0.07, BMI 23-25 vs. 18.5 to >23 kg/m(2)). There was an inverse association with ≥7 units alcohol/week (HR 0.51, 95 % CI 0.29-0.88) and with wine (HR 0.49, 95 % CI 0.23-1.04, p = 0.06, drinkers vs. non-drinkers). CONCLUSIONS Obesity may be involved early in carcinogenesis and the association with EAC and wine should be explored. The data have implications for aetiological investigations and prevention strategies.
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Affiliation(s)
- Max Yates
- Norfolk and Norwich University Hospital NHS Trust, Colney Lane, Norwich, NR4 7UY UK
| | - Edward Cheong
- Norfolk and Norwich University Hospital NHS Trust, Colney Lane, Norwich, NR4 7UY UK
| | - Robert Luben
- Strangeways Research Laboratory, Worts Causeway, Cambridge, CB1 8RN UK
| | - Laszlo Igali
- Norfolk and Norwich University Hospital NHS Trust, Colney Lane, Norwich, NR4 7UY UK
| | - Rebecca Fitzgerald
- Medical Research Council Cancer Cell Unit, Hutchison-MRC Research Centre, Cambridge, CB2 0XZ UK
| | - Kay-Tee Khaw
- Department of Public Health and Primary Care, Cambridge University, Cambridge, CB2 0SP UK
| | - Andrew Hart
- Norfolk and Norwich University Hospital NHS Trust, Colney Lane, Norwich, NR4 7UY UK ,Norwich Medical School, University of East Anglia, Norwich, NR4 7TJ UK
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Andrici J, Cox MR, Eslick GD. Cigarette smoking and the risk of Barrett's esophagus: a systematic review and meta-analysis. J Gastroenterol Hepatol 2013; 28:1258-73. [PMID: 23611750 DOI: 10.1111/jgh.12230] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/04/2013] [Indexed: 12/16/2022]
Abstract
BACKGROUND AND AIM Barrett's esophagus (BE) is a premalignant condition to esophageal adenocarcinoma. It is currently not clear whether cigarette smoking increases the risk of developing BE, and no meta-analysis has been performed on the topic. We conducted a systematic review and meta-analysis, providing a quantitative estimate of the increased risk of BE associated with cigarette smoking, to help clarify whether a relationship exists between smoking and BE. METHODS Four electronic databases (Medline, PubMed, Embase, and Current Contents Connect) were searched to May 17, 2013, for observational studies of BE patients. We calculated pooled odds ratios (ORs) and 95% confidence intervals (CIs) using a random effects model for the association of smoking with BE. BE patients were compared with non-gastroesophageal reflux disease (GERD) controls as well as with population-based and GERD controls. RESULTS Thirty-nine studies comprising 7069 BE patients were included in the meta-analysis. Having ever-smoked was associated with an increased risk of BE compared with non-GERD controls (OR 1.44; 95% CI 1.20-1.74), population-based controls (OR 1.42; 95% CI 1.15-1.76), but not GERD controls (OR 1.18; 95% CI 0.75-1.86). The meta-analyses of the studies reporting the lowest and highest number of pack-years smoked showed an increased risk of BE (OR 1.41; 95% CI 1.22-1.63) and (OR 1.53; 95% CI 1.27-1.84), respectively. CONCLUSION Cigarette smoking was associated with an increased risk of BE. Being an ever-smoker was associated with an increased risk of BE in all control groups. A greater number of pack-years smoked was associated with a greater risk of BE.
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Affiliation(s)
- Juliana Andrici
- The Whiteley-Martin Research Centre, The Discipline of Surgery, The University of Sydney, Sydney Medical School, Penrith, New South Wales, Australia
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Chandra S, Gorospe EC, Leggett CL, Wang KK. Barrett's esophagus in 2012: updates in pathogenesis, treatment, and surveillance. Curr Gastroenterol Rep 2013; 15:322. [PMID: 23605564 PMCID: PMC3815689 DOI: 10.1007/s11894-013-0322-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Barrett's esophagus (BE) is the only established precursor lesion in the development of esophageal adenocarcinoma (EAC) and it increases the risk of cancer by 11-fold. It is regarded as a complication of gastroesophageal reflux disease. There is an ever-increasing body of knowledge on the pathogenesis, diagnosis, treatment, and surveillance of BE and its associated dysplasia. In this review, we summarize the latest advances in BE research and clinical practice in the past 2 years. It is critical to understand the molecular underpinnings of this disorder to comprehend the clinical outcomes of the disease. For clinical gastroenterologists, there is also continuous growth of endoscopic approaches which is daunting, and further improvements in the detection and treatment of BE and early EAC are anticipated. In the future, we may see the increased role of biomarkers, both molecular and imaging, in both diagnostic and therapeutic strategies for BE.
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Affiliation(s)
- Subhash Chandra
- Barrett's Esophagus Unit, Division of Gastroenterology and Hepatology, Mayo Clinic, 200 First Street SW, Rochester, MN 55905, USA
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Garman KS, Orlando RC, Chen X. Review: Experimental models for Barrett's esophagus and esophageal adenocarcinoma. Am J Physiol Gastrointest Liver Physiol 2012; 302:G1231-43. [PMID: 22421618 PMCID: PMC4380479 DOI: 10.1152/ajpgi.00509.2011] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Several different cell culture systems and laboratory animal models have been used over the years to study Barrett's esophagus (BE) and esophageal adenocarcinoma (EAC). Most of the existing models have key differences with the human esophagus and complex pathogenesis of disease. None of the models offers an ideal system for the complex study of environmental exposure, genetic risk, and prevention strategies. In fact, different model systems may be required to answer different specific research questions about the pathogenesis of BE and EAC. Given the high mortality associated with EAC and the fact that current screening strategies miss most cases of EAC, advances in basic and translational science related to esophageal injury, repair, and carcinogenesis are clearly needed. This review describes several of the existing and potential model systems for BE and EAC with their benefits and disadvantages.
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Affiliation(s)
- Katherine S. Garman
- 1Division of Gastroenterology, Department of Medicine, Duke University and Durham Veterans Affairs Medical Center, Durham;
| | - Roy C. Orlando
- 2Division of Gastroenterology and Hepatology, Center for Esophageal Diseases and Swallowing, University of North Carolina at Chapel Hill, Chapel Hill; and
| | - Xiaoxin Chen
- 3Cancer Research Program, Julius L. Chambers Biomedical Biotechnology Research Institute, North Carolina Central University, Durham, North Carolina
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Tarlarini C, Penco S, Conio M, Grossi E. Role of XPC, XPD, XRCC1, GSTP genetic polymorphisms and Barrett's esophagus in a cohort of Italian subjects. A neural network analysis. Clin Exp Gastroenterol 2012; 5:159-66. [PMID: 22893750 PMCID: PMC3418826 DOI: 10.2147/ceg.s32610] [Citation(s) in RCA: 3] [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] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Barrett's esophagus (BE), a metaplastic premalignant disorder, represents the primary risk factor for the development of esophageal adenocarcinoma. Chronic gastroesophageal reflux disease and central obesity have been associated with BE and esophageal adenocarcinoma, but relatively little is known about the specific genes that confer susceptibility to BE carcinogenesis. METHODS A total of 74 patients with BE and 67 controls coming from six gastrointestinal Italian units were evaluated for six polymorphisms in four genes: XPC, XPD nucleotide excision repair (NER) genes, XRCC1 (BER gene), and glutathione S-transferase P1. Smoking status was analyzed together with the genetic data. Statistical analysis was performed through Artificial Neural Networks. RESULTS Distributions of sex, smoking history, and polymorphisms among BE cases and controls did not show statistically significant differences. The r-value from linear correlation allowed us to identify possible protective factors as well as possible risk factors. The application of advanced intelligent systems allowed for the selection of a subgroup of nine variables. Artificial Neural Networks applied on the final data set reached mean global accuracy of 60%, reaching as high as 65.88%. CONCLUSION We report here results from an exploratory study. Results from this study failed to find an association among the tested single nucleotide polymorphisms and BE phenotype through classical statistical methods. On the contrary, advanced intelligent systems are really able to handle the disease complexity, not treating the data with reductionist approaches unable to detect multiple genes of smaller effect in predisposing to the disease. IMPACT To detect multiple genes of smaller effects in predisposing individuals to Barrett's esophagus.
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Affiliation(s)
- Claudia Tarlarini
- Department of Laboratory Medicine, Medical Genetics, Niguarda Ca’ Granda Hospital, Milan, Italy
| | - Silvana Penco
- Department of Laboratory Medicine, Medical Genetics, Niguarda Ca’ Granda Hospital, Milan, Italy
- Correspondence: Silvana Penco, Medical Genetics Unit, Clinical Chemistry and Clinical Pathology Laboratory, Niguarda Ca’ Granda Hospital, P.za Ospedale Maggiore 3, Milano, Italy, Tel +39 026 444 2830, Fax +39 026 444 2783, Email
| | - Massimo Conio
- Department of Gastroenterology, General Hospital, San Remo, Italy
| | - Enzo Grossi
- Medical Department, Bracco Imaging SpA, Milan, Italy
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