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Marcello M, Roberto V, Vitello A, Angelo Z, Ludovica V, Antonio F. Impact of Bowel Cleansing on Polyp and Adenoma Detection Rate: Post-Hoc Analysis of a Randomized Clinical Trial. Cancers (Basel) 2025; 17:1421. [PMID: 40361348 DOI: 10.3390/cancers17091421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2025] [Revised: 04/17/2025] [Accepted: 04/22/2025] [Indexed: 05/15/2025] Open
Abstract
OBJECTIVES To assess the impact of bowel cleansing quality on polyp detection rate (PDR) and adenoma detection rate (ADR) and explore predictors of lesion detection rate in patients undergoing colonoscopy. METHODS This is a post-hoc analysis of a multicenter randomized controlled trial (RCT) comparing 1L polyethylene glycol plus ascorbate (1L PEG+ASC) vs. 4L PEG as bowel preparation for colonoscopy. RESULTS PDR was significantly higher (35.6% vs. 18.5%, p = 0.013), and ADR was higher even if not significantly (25.6% vs. 16.7%, p = 0.153) in patients with Boston Bowel Preparation Scale (BBPS) ≥6 over BBPS <6. Comparing patients with BBPS = 9 over BBPS = 7-8, no significant differences were found in PDR (34.5% vs. 38.4%, p = 0.483) nor ADR (24.1% vs. 27.2%, p = 0.553). At multivariable regression analysis, older age (OR = 1.042, 95%CI = 1.021-1.063; p < 0.001), shorter intubation time (OR = 0.891, 95%CI = 0.816-0.972; p = 0.010), higher withdrawal time (OR = 1.171, 95%CI = 1.094-1.253; p < 0.001) and full consumption of the first dose (OR = 8.368, 95%CI = 1.025-68.331; p = 0.047) were independently associated with ADR. CONCLUSIONS This post-hoc analysis of a RCT showed that excellent cleansing (BBPS = 9) over high-quality cleansing (BBPS = 7-8) does not significantly improve PDR or ADR. Neither cleansing success nor preparation types were independently associated with ADR. Compliance with bowel preparation, timing of colonoscopy and withdrawal time are key elements for adequate ADR with potential implications for reducing interval colorectal cancer.
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Affiliation(s)
- Maida Marcello
- Department of Medicine and Surgery, University of Enna 'Kore', 94100 Enna, Italy
- Gastroenterology Unit, Umberto I Hospital, 94100 Enna, Italy
| | - Vassallo Roberto
- Gastroenterology Unit, Buccheri la Ferla Hospital, 90123 Palermo, Italy
| | - Alessandro Vitello
- Department of Medicine and Surgery, University of Enna 'Kore', 94100 Enna, Italy
- Gastroenterology Unit, Umberto I Hospital, 94100 Enna, Italy
| | - Zullo Angelo
- Gastroenterology Unit, Nuovo Regina Margherita Hospital, 00153 Roma, Italy
| | - Venezia Ludovica
- Gastroenterology Unit, AOU Maggiore della Carità, 28100 Novara, Italy
| | - Facciorusso Antonio
- Department of Experimental Medicine, Università del Salento, 73100 Lecce, Italy
- Clinical Effectiveness Research Group, University of Oslo, 0313 Oslo, Norway
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Maida M, Vitello A, Zullo A, Ramai D, Facciorusso A, Vassallo R. Gender Differences in Quality of Bowel Preparation for Colonoscopy: Post Hoc Analysis of a Randomized Controlled Trial. J Clin Gastroenterol 2025; 59:344-349. [PMID: 38847811 DOI: 10.1097/mcg.0000000000002024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 04/21/2024] [Indexed: 07/23/2024]
Abstract
OBJECTIVE Bowel cleansing is a key element for a quality colonoscopy. Despite recent advances, not all predictors of successful cleansing are fully known. This post hoc analysis of an RCT aims to explore gender differences in bowel cleansing quality. METHODS The "OVER" trial was a multicenter phase-4 RCT including 478 patients randomized 1:1 to receive split-dose 1L polyethylene glycol plus ascorbate (PEG+ASC) or 4L-PEG. In this post hoc analysis, multivariable logistic regression models were designed to assess predictors of cleansing success (CS) and adenoma detection rate (ADR) by gender. RESULTS Of the 478 randomized patients, 50.2% were males and 49.8% females.Overall, CS was comparable between females and males (87.1% vs 88.4, P = 0 .6), whereas CS in the right (95.7% vs 90.9, P = 0.049) and transverse colon (98.6% vs 93.9, P =0.011) was significantly higher in females.At multivariable regression analysis for CS outpatient setting (OR = 5.558) and higher withdrawal time (OR = 1.294) were independently associated with CS in females, whereas screening/surveillance indication (OR = 6.776) was independently associated with CS in males.At multivariable regression analysis for ADR, running time <5 hours (OR = 3.014) and higher withdrawal time (OR = 1.250) were independently associated with ADR in females, whereas older age (OR = 1.040) and higher withdrawal time (OR = 1.093) were independently associated with ADR in males. CONCLUSIONS This study showed different results in bowel preparation quality and different predictors of CS and ADR by gender. These findings suggest the need for further research to explore gender-specific approaches for bowel preparation.
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Affiliation(s)
- Marcello Maida
- Department of Medicine and Surgery, University of Enna 'Kore', Enna
- Gastroenterology Unit, Umberto I Hospital, Enna, Italy
| | | | - Angelo Zullo
- Gastroenterology Unit, Nuovo Regina Margherita Hospital, Roma
| | - Daryl Ramai
- Division of Gastroenterology, Hepatology, and Nutrition, University of Utah Health, Salt Lake City, UT
| | - Antonio Facciorusso
- Department of Medical Sciences, Gastroenterology Unit, University of Foggia, Foggia, Italy
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Zhang J, Liu C, Ruan G, Zhang H, Zhang B, Hu X, Zhong C. Auricular acupressure for minimizing adverse reactions to colonoscopic bowel preparation in hospitalized patients: A randomized controlled trial. Heliyon 2025; 11:e42187. [PMID: 39995905 PMCID: PMC11848087 DOI: 10.1016/j.heliyon.2025.e42187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Revised: 12/20/2024] [Accepted: 01/21/2025] [Indexed: 02/26/2025] Open
Abstract
Objective To assess the effectiveness and safety of auricular acupressure in reducing the incidence of adverse reactions(ADRs) during the bowel preparation. Methods This was a prospective, assessor-blinded, randomized controlled clinical trial implemented at Guangdong Provincial Hospital of Chinese Medicine. Between October 2022 and February 2023, 190 hospitalized patients undergoing colonoscopy were randomly assigned to the intervention and control groups in a 1:1 ratio. The intervention group received auricular acupressure during bowel preparation, whereas the control group received no additional treatment. Analyses were conducted using the intention-to-treat method. Intervention effects were evaluated by comparing outcomes between the two groups. Results The overall incidence of ADRs to bowel preparation in the intervention group (37/95 = 37.89 %) was lower than that in the control group (59/95 = 62.11 %, P < 0.05). Compared with control group, the incidence of nausea in the intervention group decreased by 15.79 %(95%CI 0.03-0.19, P = 0.018), whereas no significant difference was observed in the incidence of abdominal distension(P > 0.05). Regarding the comparison of the severity of the ADRs, the overall score of ADRs and the scores for nausea and abdominal distension in the intervention group were statistically lower than those in the control group (all P < 0.05). No auricular acupressure-related adverse effect was observed. Conclusions Auricular acupressure can significantly decrease the incidence of ADRs to colonoscopic bowel preparation in patients and alleviate the severity of nausea and bloating symptoms, which is a safe, simple, and effective method. Trial registration ChiCTR, no. ChiCTR2200061742; Registered July 2, 2022. URL: https://www.chictr.org.cn/showprojEN.html?proj=167796.
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Affiliation(s)
- Jiahui Zhang
- Huangpu Hospital of Guangdong Second Traditional Chinese Medicine Hospital, Guangzhou, Guangdong, 510799, PR China
| | - Chang Liu
- Guangdong Provincial Hospital of Chinese Medicine (The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine), Guangzhou, Guangdong, 510120, PR China
| | - Guodong Ruan
- Guangdong Provincial Hospital of Chinese Medicine (The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine), Guangzhou, Guangdong, 510120, PR China
| | - Haiyan Zhang
- Guangdong Provincial Hospital of Chinese Medicine (The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine), Guangzhou, Guangdong, 510120, PR China
| | - Beiping Zhang
- Guangdong Provincial Hospital of Chinese Medicine (The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine), Guangzhou, Guangdong, 510120, PR China
| | - Xuejun Hu
- Guangdong Provincial Hospital of Chinese Medicine (The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine), Guangzhou, Guangdong, 510120, PR China
| | - Cailing Zhong
- Guangdong Provincial Hospital of Chinese Medicine (The Second Affiliated Hospital of Guangzhou University of Traditional Chinese Medicine), Guangzhou, Guangdong, 510120, PR China
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Wan JJ, Zhu PC, Chen BL, Yu YT. A semantic feature enhanced YOLOv5-based network for polyp detection from colonoscopy images. Sci Rep 2024; 14:15478. [PMID: 38969765 PMCID: PMC11226707 DOI: 10.1038/s41598-024-66642-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 07/03/2024] [Indexed: 07/07/2024] Open
Abstract
Colorectal cancer (CRC) is a common digestive system tumor with high morbidity and mortality worldwide. At present, the use of computer-assisted colonoscopy technology to detect polyps is relatively mature, but it still faces some challenges, such as missed or false detection of polyps. Therefore, how to improve the detection rate of polyps more accurately is the key to colonoscopy. To solve this problem, this paper proposes an improved YOLOv5-based cancer polyp detection method for colorectal cancer. The method is designed with a new structure called P-C3 incorporated into the backbone and neck network of the model to enhance the expression of features. In addition, a contextual feature augmentation module was introduced to the bottom of the backbone network to increase the receptive field for multi-scale feature information and to focus on polyp features by coordinate attention mechanism. The experimental results show that compared with some traditional target detection algorithms, the model proposed in this paper has significant advantages for the detection accuracy of polyp, especially in the recall rate, which largely solves the problem of missed detection of polyps. This study will contribute to improve the polyp/adenoma detection rate of endoscopists in the process of colonoscopy, and also has important significance for the development of clinical work.
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Affiliation(s)
- Jing-Jing Wan
- Department of Gastroenterology, The Second People's Hospital of Huai'an, The Affiliated Huai'an Hospital of Xuzhou Medical University, Huaian, 223023, Jiangsu, China.
| | - Peng-Cheng Zhu
- Faculty of Computer and Software Engineering, Huaiyin Institute of Technology, Huaian, 223003, China.
| | - Bo-Lun Chen
- Faculty of Computer and Software Engineering, Huaiyin Institute of Technology, Huaian, 223003, China
| | - Yong-Tao Yu
- Faculty of Computer and Software Engineering, Huaiyin Institute of Technology, Huaian, 223003, China
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Hao YJ, Chang LW, Yang CY, Lo LC, Lin CP, Jian YW, Jiang JK, Tseng FG. The rare circulating tumor microemboli as a biomarker contributes to predicting early colorectal cancer recurrences after medical treatment. Transl Res 2024; 263:1-14. [PMID: 37558203 DOI: 10.1016/j.trsl.2023.07.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 07/03/2023] [Accepted: 07/28/2023] [Indexed: 08/11/2023]
Abstract
Early prognosis of cancer recurrence remains difficult partially due to insufficient and ineffective screening biomarkers or regimes. This study evaluated the rare circulating tumor microemboli (CTM) from liquid biopsy individually and together with circulating tumor cells (CTCs) and serum CEA/CA19-9 in a panel, on early prediction of colorectal cancer (CRC) recurrence. Stained CTCs/CTM were detected by a microfluidic chip-based automatic rare-cell imaging platform. ROC, AUC, Kaplan-Meier survival, and Cox proportional hazard models regarding 4 selected biomarkers were analyzed. The relative risk, odds ratio, predictive accuracy, and positive/negative predictive value of biomarkers individually and in combination, to predict CRC recurrence were assessed and preliminarily validated. The EpCAM+Hochest+CD45- CTCs/CTM could be found in all cancer stages, where more recurrences were observed in late-stage cases. Significant correlations between CTCs/CTM with metastatic stages and clinical treatment were illustrated. CA19-9 and CTM could be seen as independent risk factors in patient survivals, while stratified patients by grouped biomarkers on the Kaplan-Meier analyses presented more significant differences in predicting CRC recurrences. By monitoring the panel of selected biomarkers, disease progressions of 4 CRC patients during follow-up visits after first treatments within 3 years were predicted successfully. This study unveiled the value of rare CTM on clinical studies and a panel of selected biomarkers on predicting CRC recurrences in patients at the early time after medical treatment, in which the CTM and serum CA19-9 could be applied in clinical surveillance and CRC management to improve the accuracy.
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Affiliation(s)
- Yun-Jie Hao
- Department of Engineering and System Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Lu-Wey Chang
- Department of Engineering and System Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Chih-Yung Yang
- Department of Teaching and Research, Taipei City Hospital, Taipei, Taiwan; Commission for General Education, National United University, Miaoli, Taiwan; General Education Center, University of Taipei, Taipei, Taiwan
| | - Liang-Chuan Lo
- National Genomics Center for Clinical and Biotechnological Applications, Cancer and Immunology Research Center, National Yang-Ming Chiao-Tung University, Taipei, Taiwan
| | - Chien-Ping Lin
- Department of Surgery, Division of Colorectal Surgery, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Yuan-Wei Jian
- Department of Surgery, Division of Colorectal Surgery, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Jeng-Kai Jiang
- Department of Surgery, Division of Colorectal Surgery, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Fan-Gang Tseng
- Department of Engineering and System Science, National Tsing Hua University, Hsinchu, Taiwan; Department of Chemistry, Frontier Research Center on Fundamental and Applied Sciences of Matters, National Tsing-Hua University, Hsinchu, Taiwan; Research Center for Applied Sciences, Taipei, Taiwan.
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Maida M, Marasco G, Facciorusso A, Shahini E, Sinagra E, Pallio S, Ramai D, Murino A. Effectiveness and application of artificial intelligence for endoscopic screening of colorectal cancer: the future is now. Expert Rev Anticancer Ther 2023; 23:719-729. [PMID: 37194308 DOI: 10.1080/14737140.2023.2215436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 05/15/2023] [Indexed: 05/18/2023]
Abstract
INTRODUCTION Artificial intelligence (AI) in gastrointestinal endoscopy includes systems designed to interpret medical images and increase sensitivity during examination. This may be a promising solution to human biases and may provide support during diagnostic endoscopy. AREAS COVERED This review aims to summarize and evaluate data supporting AI technologies in lower endoscopy, addressing their effectiveness, limitations, and future perspectives. EXPERT OPINION Computer-aided detection (CADe) systems have been studied with promising results, allowing for an increase in adenoma detection rate (ADR), adenoma per colonoscopy (APC), and a reduction in adenoma miss rate (AMR). This may lead to an increase in the sensitivity of endoscopic examinations and a reduction in the risk of interval-colorectal cancer. In addition, computer-aided characterization (CADx) has also been implemented, aiming to distinguish adenomatous and non-adenomatous lesions through real-time assessment using advanced endoscopic imaging techniques. Moreover, computer-aided quality (CADq) systems have been developed with the aim of standardizing quality measures in colonoscopy (e.g. withdrawal time and adequacy of bowel cleansing) both to improve the quality of examinations and set a reference standard for randomized controlled trials.
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Affiliation(s)
- Marcello Maida
- Gastroenterology and Endoscopy Unit, S. Elia-Raimondi Hospital, Caltanissetta, Italy
| | - Giovanni Marasco
- IRCCS Azienda Ospedaliero Universitaria di Bologna, Bologna, Italy
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Antonio Facciorusso
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Endrit Shahini
- Gastroenterology Unit, National Institute of Gastroenterology-IRCCS "Saverio de Bellis", Castellana Grotte, Bari, Italy
| | - Emanuele Sinagra
- Gastroenterology and Endoscopy Unit, Fondazione Istituto San Raffaele Giglio, Cefalu, Italy
| | - Socrate Pallio
- Digestive Diseases Endoscopy Unit, Policlinico G. Martino Hospital, University of Messina, Messina, Italy
| | - Daryl Ramai
- Gastroenterology & Hepatology, University of Utah Health, Salt Lake City, UT, USA
| | - Alberto Murino
- Royal Free Unit for Endoscopy, The Royal Free Hospital and University College London Institute for Liver and Digestive Health, Hampstead, London, UK
- Department of Gastroenterology, Cleveland Clinic London, London, UK
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Shahini E, Sinagra E, Vitello A, Ranaldo R, Contaldo A, Facciorusso A, Maida M. Factors affecting the quality of bowel preparation for colonoscopy in hard-to-prepare patients: Evidence from the literature. World J Gastroenterol 2023; 29:1685-1707. [PMID: 37077514 PMCID: PMC10107216 DOI: 10.3748/wjg.v29.i11.1685] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 02/02/2023] [Accepted: 03/07/2023] [Indexed: 03/17/2023] Open
Abstract
Adequate bowel cleansing is critical for a high-quality colonoscopy because it affects diagnostic accuracy and adenoma detection. Nevertheless, almost a quarter of procedures are still carried out with suboptimal preparation, resulting in longer procedure times, higher risk of complications, and higher likelihood of missing lesions. Current guidelines recommend high-volume or low-volume polyethylene glycol (PEG)/non-PEG-based split-dose regimens. In patients who have had insufficient bowel cleansing, the colonoscopy should be repeated the same day or the next day with additional bowel cleansing as a salvage option. A strategy that includes a prolonged low-fiber diet, a split preparation regimen, and a colonoscopy within 5 h of the end of preparation may increase cleansing success rates in the elderly. Furthermore, even though no specific product is specifically recommended in the other cases for difficult-to-prepare patients, clinical evidence suggests that 1-L PEG plus ascorbic acid preparation are associated with higher cleansing success in hospitalized and inflammatory bowel disease patients. Patients with severe renal insufficiency (creatinine clearance < 30 mL/min) should be prepared with isotonic high volume PEG solutions. Few data on cirrhotic patients are currently available, and no trials have been conducted in this population. An accurate characterization of procedural and patient variables may lead to a more personalized approach to bowel preparation, especially in patients undergoing resection of left colon lesions, where intestinal preparation has a poor outcome. The purpose of this review was to summarize the evidence on the risk factors influencing the quality of bowel cleansing in difficult-to-prepare patients, as well as strategies to improve colonoscopy preparation in these patients.
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Affiliation(s)
- Endrit Shahini
- Gastroenterology Unit, National Institute of Gastroenterology-IRCCS “Saverio de Bellis”, Castellana Grotte, Bari 70013, Italy
| | - Emanuele Sinagra
- Gastroenterology and Endoscopy Unit, Fondazione Istituto G. Giglio, Cefalù 90015, Italy
| | - Alessandro Vitello
- Gastroenterology and Endoscopy Unit, S.Elia-Raimondi Hospital, Caltanissetta 93100, Italy
| | - Rocco Ranaldo
- Department of Internal Medicine, “Mazzolani-Vandini” Hospital, Digestive Endoscopy, Ferrara 744011, Italy
| | - Antonella Contaldo
- Gastroenterology Unit, National Institute of Gastroenterology “S de Bellis” Research Hospital, Bari 70013, Italy
| | - Antonio Facciorusso
- Department of Medical Sciences, University of Foggia, Section of Gastroenterology, Foggia 71122, Italy
| | - Marcello Maida
- Gastroenterology and Endoscopy Unit, S.Elia-Raimondi Hospital, Caltanissetta 93100, Italy
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Ow TW, Sukocheva OA, Tran V, Lin R, Lee SZ, Chu M, Angelica B, Rayner CK, Tse E, Iyngkaran G, Bampton PA. Quality of colonoscopy performed by medical or surgical specialists and trainees in five Australian hospitals. World J Gastrointest Endosc 2022; 14:672-683. [PMID: 36438878 PMCID: PMC9693691 DOI: 10.4253/wjge.v14.i11.672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/19/2022] [Accepted: 10/31/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Ensuring colonoscopy procedure quality is vital to the success of screening and surveillance programmes for bowel cancer in Australia. However, the data on the performance of quality metrics, through adequate adenoma detection, bowel preparation, and procedure completion rates, in the Australian public sector is limited. Understanding these can inform quality improvement to further strengthen our capacity for prevention and early detection of colorectal cancer. AIM To determine the quality of colonoscopy in Australian teaching hospitals and their association with proceduralist specialty, trainee involvement, and location. METHODS We retrospectively evaluated 2443 consecutive colonoscopy procedure reports from 1 January to 1 April, 2018 from five public teaching tertiary hospitals in Australia (median 60 years old, 49% male). Data for bowel preparation quality, procedure completion rates, and detection rates of clinically significant adenomas, conventional adenomas, and serrated lesions was collected and compared to national criteria for quality in colonoscopy. Participating hospital, proceduralist specialty, and trainee involvement indicators were used for stratification. Data was analysed using Chi-squared tests of independence, Mann-Whitney U, One-way ANOVA, and multivariate binary logistic regression. RESULTS Fifty-two point two percent (n = 1276) and 43.3% (n = 1057) were performed by medical and surgical proceduralists respectively, whilst 29.8% (n = 728) involved a trainee. Inadequate bowel preparation affected 7.3% of all procedures. The procedure completion rate was 95.1%, which increased to 97.5% after adjustment for bowel preparation quality. The pooled cancer, adenoma, and serrated lesion detection rates for all five hospitals were 3.5%, 40%, and 5.9% respectively. Assessed hospitals varied significantly by patient age (P < 0.001), work-force composition (P < 0.001), adequacy of bowel preparation (P < 0.001), and adenoma detection rate (P < 0.001). Two hospitals (40%) did not meet all national criteria for quality, due to a procedure completion rate of 94.5% or serrated lesion detection rate of 2.6%. Although lower than the other hospitals, the difference was not significant. Compared with surgical specialists, procedures performed by medical specialists involved older patients [65 years (inter-quartile range, IQR 58-73) vs 64 years (IQR 56-71); P = 0.04] and were associated with a higher adenoma detection rate [odds ratio (OR) 1.53; confidence interval: 1.21-1.94; P < 0.001]. Procedures involving trainee proceduralists were not associated with differences in the detection of cancer, adenoma, or serrated lesions, compared with specialists, or according to their medical or surgical background. On multivariate analysis, cancer detection was positively associated with patient age (OR 1.04; P < 0.001) and negatively associated with medical compared to surgical proceduralists (OR 0.54; P = 0.04). Conventional adenoma detection rates were independently associated with increasing patient age (OR 1.04; P < 0.001), positively associated with medical compared to surgical proceduralists (OR 1.41; P = 0.002) and negatively associated with male gender (OR 0.53; P < 0.001). CONCLUSION Significant differences in the quality of colonoscopy in Australia exist, even when national benchmarks are achieved. The role of possible contributing factors, like procedural specialty and patient gender need further evaluation.
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Affiliation(s)
- Tsai-Wing Ow
- Department of Gastroenterology and Hepatology, Royal Adelaide Hospital, Adelaide 5000, SA, Australia
- Department of Gastroenterology and Hepatology, Flinders Medical Centre, Bedford Park 5042, SA, Australia
| | - Olga A Sukocheva
- Department of Gastroenterology and Hepatology, Royal Adelaide Hospital, Adelaide 5000, SA, Australia
| | - Vy Tran
- Department of Gastroenterology and Hepatology, Royal Adelaide Hospital, Adelaide 5000, SA, Australia
| | - Richard Lin
- Department of Gastroenterology and Hepatology, Royal Adelaide Hospital, Adelaide 5000, SA, Australia
| | - Shawn Zhenhui Lee
- Department of Gastroenterology and Hepatology, The Queen Elizabeth Hospital, Woodville South 5011, SA, Australia
| | - Matthew Chu
- Department of Gastroenterology and Hepatology, The Queen Elizabeth Hospital, Woodville South 5011, SA, Australia
| | - Bianca Angelica
- Department of Gastroenterology, Royal Darwin Hospital, Darwin 0810, NT, Australia
| | - Christopher K Rayner
- Department of Gastroenterology and Hepatology, Royal Adelaide Hospital, Adelaide 5000, SA, Australia
| | - Edmund Tse
- Department of Gastroenterology and Hepatology, Royal Adelaide Hospital, Adelaide 5000, SA, Australia
| | - Guru Iyngkaran
- Department of Gastroenterology and Hepatology, Royal Melbourne Hospital, Parkville 3050, VIC, Australia
| | - Peter A Bampton
- Department of Gastroenterology and Hepatology, Royal Adelaide Hospital, Adelaide 5000, SA, Australia
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Furlanetto MV, Zwierzikowski JA, Bertoldo CF, Wistuba GASM, Tashima EIB, Vieira AHBG, Invitti HL, Brenner AS. Analysis of Patients Undergoing Colonoscopies and the Importance of Exam Quality for Colorectal Cancer Screening. JOURNAL OF COLOPROCTOLOGY 2022. [DOI: 10.1055/s-0042-1742309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Summary
Objective To determine the impact of the quality of colonoscopy examination for colorectal cancer screening.
Methods Retrospective observational study of medical records from patients treated at the endoscopy and colonoscopy service of Hospital Universitário Evangélico Mackenzie (Curitiba, PR, Brazil) from January 2019 to January 2020.
Results The analysis was based on 337 medical records from patients with adenomas identified during colonoscopy, and 1,385 medical records from patients without adenomas. The estimated occurrence rate of diagnosis of adenoma during colonoscopy in the target population of the study was of 19.6%, with a 95% confidence interval ranging from 17.7 to 21.5%. Of the 337 patients with adenoma, 136 (40.4%) presented the advanced form. Statistical analysis indicated a significant association between the quality of colonoscopy preparation and test completion.
Conclusion The quality of colonoscopy images is a critical factor for colorectal cancer screening, as it leads to higher rates of adenoma detection and test completion.
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Affiliation(s)
| | | | | | | | | | | | - Henrique Luckow Invitti
- Colorectal Surgery Department, Hospital Universitário Evangélico Mackenzie, Curitiba, PR, Brazil
| | - Antonio Sérgio Brenner
- Colorectal Surgery Department, Hospital Universitário Evangélico Mackenzie, Curitiba, PR, Brazil
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Sinagra E, Alloro R, Tarantino I. Does Fellow Participation Increase the Adenoma Detection Rate? Dig Dis Sci 2022; 67:1-2. [PMID: 33611688 DOI: 10.1007/s10620-021-06889-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/31/2021] [Indexed: 01/10/2023]
Affiliation(s)
- Emanuele Sinagra
- Gastroenterology and Endoscopy Unit, Fondazione Istituto G. Giglio, Contrada Pietrapollastra Pisciotto, 90015, Cefalù, Palermo, Italy.
| | - Rita Alloro
- Department of Surgical, Oncological and Oral Sciences (Di.Chir.On.S.), Unit of General and Oncological Surgery, Paolo Giaccone University Hospital, University of Palermo, Via del Vespro 129, 90127, Palermo, Italy
| | - Ilaria Tarantino
- Endoscopy Service, Department of Diagnostic and Therapeutic Services, Istituto Mediterraneo Per I Trapianti E Terapie Ad Alta Specializzazione, Palermo, Italy
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Cianci P, Restini E. Artificial intelligence in colorectal cancer management. Artif Intell Cancer 2021; 2:79-89. [DOI: 10.35713/aic.v2.i6.79] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 12/22/2021] [Accepted: 12/29/2021] [Indexed: 02/06/2023] Open
Abstract
Artificial intelligence (AI) is a new branch of computer science involving many disciplines and technologies. Since its application in the medical field, it has been constantly studied and developed. AI includes machine learning and neural networks to create new technologies or to improve existing ones. Various AI supporting systems are available for a personalized and novel strategy for the management of colorectal cancer (CRC). This mini-review aims to summarize the progress of research and possible clinical applications of AI in the investigation, early diagnosis, treatment, and management of CRC, to offer elements of knowledge as a starting point for new studies and future applications.
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Affiliation(s)
- Pasquale Cianci
- Department of Surgery and Traumatology, ASL BAT, Lorenzo Bonomo Hospital, Andria 76123, Puglia, Italy
| | - Enrico Restini
- Department of Surgery and Traumatology, ASL BAT, Lorenzo Bonomo Hospital, Andria 76123, Puglia, Italy
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Polyp Detection from Colorectum Images by Using Attentive YOLOv5. Diagnostics (Basel) 2021; 11:diagnostics11122264. [PMID: 34943501 PMCID: PMC8700704 DOI: 10.3390/diagnostics11122264] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2021] [Revised: 11/26/2021] [Accepted: 11/30/2021] [Indexed: 01/05/2023] Open
Abstract
Background: High-quality colonoscopy is essential to prevent the occurrence of colorectal cancers. The data of colonoscopy are mainly stored in the form of images. Therefore, artificial intelligence-assisted colonoscopy based on medical images is not only a research hotspot, but also one of the effective auxiliary means to improve the detection rate of adenomas. This research has become the focus of medical institutions and scientific research departments and has important clinical and scientific research value. Methods: In this paper, we propose a YOLOv5 model based on a self-attention mechanism for polyp target detection. This method uses the idea of regression, using the entire image as the input of the network and directly returning the target frame of this position in multiple positions of the image. In the feature extraction process, an attention mechanism is added to enhance the contribution of information-rich feature channels and weaken the interference of useless channels; Results: The experimental results show that the method can accurately identify polyp images, especially for the small polyps and the polyps with inconspicuous contrasts, and the detection speed is greatly improved compared with the comparison algorithm. Conclusions: This study will be of great help in reducing the missed diagnosis of clinicians during endoscopy and treatment, and it is also of great significance to the development of clinicians’ clinical work.
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Alloro R, Sinagra E. Artificial intelligence and colorectal cancer: How far can you go? Artif Intell Cancer 2021; 2:7-11. [DOI: 10.35713/aic.v2.i2.7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 04/01/2021] [Accepted: 04/20/2021] [Indexed: 02/06/2023] Open
Affiliation(s)
- Rita Alloro
- Department of Surgical, Oncological and Oral Sciences (Di.Chir.On.S.), Unit of General and Oncological Surgery, Paolo Giaccone University Hospital, University of Palermo, Palermo 90127, Italy
| | - Emanuele Sinagra
- Gastroenterology and Endoscopy Unit, Fondazione Istituto G. Giglio, Palermo 90015, Italy
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Moran B, Sehgal R, O'Morain N, Slattery E, Collins C. Impact of photodocumentation of caecal intubation on colonoscopy outcomes. Ir J Med Sci 2021; 190:1397-1402. [PMID: 33471300 DOI: 10.1007/s11845-020-02469-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 12/03/2020] [Indexed: 12/14/2022]
Abstract
OBJECTIVES The European and American colonoscopy guidelines recommend mandatory photodocumentation of caecal intubation to allow retrospective analysis and improve outcomes. We aim to demonstrate whether photodocumentation of caecal intubation improves colonoscopy outcomes. METHODS We extracted images and procedural data from 317 consecutive colonoscopies. Images were anonymised and reviewed by four expert reviewers who scored their certainty that caecal intubation was achieved. Statistical analysis correlated adequately and inadequately photodocumented cases with polyp detection rate (PDR) and adenoma detection rate (ADR). RESULTS The patients' mean age was 59.4 years and 52% were male. Eighty-one percent were performed by consultant endoscopists and 19% by specialist registrar. Sixty-five percent of these procedures were performed by gastroenterologists and 35% by surgical endoscopists. Fifty-three percent were deemed to have adequately demonstrated photographic evidence of caecal intubation. Statistical analysis comparing adequately and inadequately photodocumented cases: the PDR of procedures with confirmed caecal intubation was greater than procedures without photographic evidence (40% vs 34%). Similarly, the ADR of photographically confirmed cases was greater than that of inadequately photodocumented cases (25% vs 18%). The number of images taken per procedure positively correlated with photographic documentation of caecal intubation. CONCLUSION While failing to reach statistical significance, there was a nominal difference in ADR and PDR demonstrated between the two groups, and with predominantly positive confidence intervals, this might suggest that a larger sample size could result in significance in favour of photodocumentation of caecal intubation. Future studies would be warranted. However, endoscopists that take more images were more likely to have proven caecal intubation.
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Affiliation(s)
- Brendan Moran
- Academic Department of Surgery, University Hospital Galway, Galway, Ireland. .,, Limerick, Ireland.
| | - Rishabh Sehgal
- Department of Gastroenterology, University Hospital Galway, Galway, Ireland
| | - Neil O'Morain
- Department of Gastroenterology, University Hospital Galway, Galway, Ireland
| | - Eoin Slattery
- Academic Department of Surgery, National University of Ireland Galway, Galway, Ireland
| | - Chris Collins
- Academic Department of Surgery, National University of Ireland Galway, Galway, Ireland.,Department of Gastroenterology, National University of Ireland Galway, Galway, Ireland
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Sinagra E, Sferrazza S, Vitello A, Morreale G, Rossi F, Conoscenti G, Pallio S, Raimondo D, Maida M. Effectiveness and Tolerability of Very-low Volume Preparation for Colonoscopy: A Narrative Review. Curr Drug Metab 2021; 22:85-88. [PMID: 33292108 DOI: 10.2174/1389200221999201208212007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Revised: 09/15/2020] [Accepted: 09/22/2020] [Indexed: 11/22/2022]
Abstract
An adequate bowel preparation is essential for a successful colonoscopy, in particular, in the setting of colorectal cancer screening. However, up to one-quarter of colonoscopies are associated with inadequate bowel preparation, which may result in reduced polyp and adenoma detection rates, prolonged procedural time, and an increased likelihood of repeat the procedure. The ideal intestinal preparation should provide an optimal observation of the mucosa (at least > 90% of the visible surface), with adequate acceptability and safety for the patient. With this premise, a very low-volume 1 L PEG-ASC solution (Plenvu; Norgine, Harefield, United Kingdom) has been recently introduced to improve patients' experience in colonoscopy by reducing the total intake of liquids to be consumed. This could represent a valid option for bowel cleansing, considering CRC screening and surveillance programs, improving both the quality of the examination and the patients' compliance. Nevertheless, it must be emphasized that a "one size fits all" preparation strategy is not feasible and that a bowel preparation regime must always be selected and tailored by the clinician for each patient, evaluating the best options on a case by case basis. This narrative review aims to sum up the evidence regarding new bowel preparation regimens in order to help clinicians to tailor the best choice for patients undergoing colonoscopy.
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Affiliation(s)
- Emanuele Sinagra
- Gastroenterology and Endoscopy Unit, Istituto San Raffaele Giglio, Cefalu, Italy
| | - Sandro Sferrazza
- Gastroenterology and Endoscopy Unit, Santa Chiara Hospital, Trento, Italy
| | - Alessandro Vitello
- Gastroenterology and Endoscopy Unit, S. Elia-Raimondi Hospital, Caltanissetta, Italy
| | - Gaetano Morreale
- Gastroenterology and Endoscopy Unit, S. Elia-Raimondi Hospital, Caltanissetta, Italy
| | - Francesca Rossi
- Gastroenterology and Endoscopy Unit, Istituto San Raffaele Giglio, Cefalu, Italy
| | - Giuseppe Conoscenti
- Gastroenterology and Endoscopy Unit, Istituto San Raffaele Giglio, Cefalu, Italy
| | - Socrate Pallio
- Digestive Diseases Endoscopy Unit, Policlinico G. Martino Hospital, University of Messina, Messina, Italy
| | - Dario Raimondo
- Gastroenterology and Endoscopy Unit, Istituto San Raffaele Giglio, Cefalu, Italy
| | - Marcello Maida
- Gastroenterology and Endoscopy Unit, S. Elia-Raimondi Hospital, Caltanissetta, Italy
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Sinagra E, Badalamenti M, Maida M, Spadaccini M, Maselli R, Rossi F, Conoscenti G, Raimondo D, Pallio S, Repici A, Anderloni A. Use of artificial intelligence in improving adenoma detection rate during colonoscopy: Might both endoscopists and pathologists be further helped. World J Gastroenterol 2020; 26:5911-5918. [PMID: 33132644 PMCID: PMC7584058 DOI: 10.3748/wjg.v26.i39.5911] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 08/18/2020] [Accepted: 09/23/2020] [Indexed: 02/06/2023] Open
Abstract
Colonoscopy remains the standard strategy for screening for colorectal cancer around the world due to its efficacy in both detecting adenomatous or pre-cancerous lesions and the capacity to remove them intra-procedurally. Computer-aided detection and diagnosis (CAD), thanks to the brand new developed innovations of artificial intelligence, and especially deep-learning techniques, leads to a promising solution to human biases in performance by guarantying decision support during colonoscopy. The application of CAD on real-time colonoscopy helps increasing the adenoma detection rate, and therefore contributes to reduce the incidence of interval cancers improving the effectiveness of colonoscopy screening on critical outcome such as colorectal cancer related mortality. Furthermore, a significant reduction in costs is also expected. In addition, the assistance of the machine will lead to a reduction of the examination time and therefore an optimization of the endoscopic schedule. The aim of this opinion review is to analyze the clinical applications of CAD and artificial intelligence in colonoscopy, as it is reported in literature, addressing evidence, limitations, and future prospects.
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Affiliation(s)
- Emanuele Sinagra
- Gastroenterology and Endoscopy Unit, Fondazione Istituto San Raffaele Giglio, Cefalù 90015, Italy
| | - Matteo Badalamenti
- Digestive Endoscopy Unit, Division of Gastroenterology, Humanitas Clinical and Research Center IRCCS, Rozzano 20089, Italy
| | - Marcello Maida
- Gastroenterology and Endoscopy Unit, S. Elia-Raimondi Hospital, Caltanissetta 93100, Italy
| | - Marco Spadaccini
- Digestive Endoscopy Unit, Division of Gastroenterology, Humanitas Clinical and Research Center IRCCS, Rozzano 20089, Italy
| | - Roberta Maselli
- Digestive Endoscopy Unit, Division of Gastroenterology, Humanitas Clinical and Research Center IRCCS, Rozzano 20089, Italy
| | - Francesca Rossi
- Gastroenterology and Endoscopy Unit, Fondazione Istituto San Raffaele Giglio, Cefalù 90015, Italy
| | - Giuseppe Conoscenti
- Gastroenterology and Endoscopy Unit, Fondazione Istituto San Raffaele Giglio, Cefalù 90015, Italy
| | - Dario Raimondo
- Gastroenterology and Endoscopy Unit, Fondazione Istituto San Raffaele Giglio, Cefalù 90015, Italy
| | - Socrate Pallio
- Endoscopy Unit, AOUP Policlinico G. Martino, Messina 98125, Italy
| | - Alessandro Repici
- Digestive Endoscopy Unit, Division of Gastroenterology, Humanitas Clinical and Research Center IRCCS, Rozzano 20089, Italy
| | - Andrea Anderloni
- Digestive Endoscopy Unit, Division of Gastroenterology, Humanitas Clinical and Research Center IRCCS, Rozzano 20089, Italy
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Binetti M, Lauro A, Vaccari S, Cervellera M, Tonini V. Proteogenomic biomarkers in colorectal cancers: clinical applications. Expert Rev Proteomics 2020; 17:355-363. [PMID: 32536221 DOI: 10.1080/14789450.2020.1782202] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Accepted: 06/09/2020] [Indexed: 02/06/2023]
Abstract
INTRODUCTION Colorectal cancer (CRC) is one of the leading cancers in terms of incidence and mortality, rate requiring a multidisciplinary approach. The discovery of specific CRC biomarkers has caused a paradigm shift in its clinical management. AREAS COVERED The aim is to illustrate the possible clinical applications of CRC biomarkers through an updated literature review (from 2015 to 2020) based on the PubMed database. A relationship between cancer localization and genetic profile has been identified. Nowadays, the tumor markers are largely used to select patients that could really benefit from a specific type of adjuvant therapy, in order to optimize treatment programs, especially in metastatic patients. This review highlights both CRC biomarkers' advantages and critical issues. EXPERT OPINION New biomarker discoveries allow to set noninvasive tests that could increase patient's compliance with therapy. They also permit a cost-effective early diagnosis, as well as patient-tailored treatments, improving the overall survival. The CRC biomarkers could also have a prognostic value, and usually, they are included in follow-up programs. However, despite the continuous progression of new technologies, their clinical validation is still debated. In this context, additional clinical studies are still necessary to identify, among potential markers, the most effective ones.
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Affiliation(s)
| | - Augusto Lauro
- Emergency Surgery Unit, St. Orsola University Hospital , Bologna, Italy
| | - Samuele Vaccari
- Department of Surgical Sciences, Umberto I University Hospital , Rome, Italy
| | | | - Valeria Tonini
- Emergency Surgery Unit, St. Orsola University Hospital , Bologna, Italy
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Settanni CR, Quaranta G, Bibbò S, Gasbarrini A, Cammarota G, Ianiro G. Oral supplementation with lactobacilli to prevent colorectal cancer in preclinical models. MINERVA GASTROENTERO 2019; 66:48-69. [PMID: 31760735 DOI: 10.23736/s1121-421x.19.02631-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Colorectal cancer (CRC) is still a major threat for public health, as it is the third most common cancer in men and the second in women and it ranks second among tumors in terms of mortality. Evidence from the last decades emphasizes the complex role of gut microbial composition in CRC development. Historically, it is believed that dairy products, a source of lactobacilli and other lactic acid bacteria, are beneficial for human health and help in preventing CRC. We searched online literature for trials evaluating the preventive role of lactobacilli in CRC animal models. Most of selected studied assessed a relevant role of lactobacilli in preventing CRC and precursor lesions. Mechanisms through which this effect was achieved are supposed to regard immunomodulation, regulation of apoptosis, gut microbial modulation, genes expression, reduction of oxidative stress and others. Lactobacilli oral supplementation is reported to be effective in preventing CRC in animal models, even if the underlying mechanisms of action are still not fully understood.
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Affiliation(s)
- Carlo R Settanni
- Digestive Disease Center, Agostino Gemelli University Polyclinic, IRCCS and Foundation, Sacred Heart Catholic University, Rome, Italy
| | - Gianluca Quaranta
- Institute of Microbiology, Agostino Gemelli University Polyclinic, IRCCS and Foundation, Sacred Heart Catholic University, Rome, Italy
| | - Stefano Bibbò
- Digestive Disease Center, Agostino Gemelli University Polyclinic, IRCCS and Foundation, Sacred Heart Catholic University, Rome, Italy
| | - Antonio Gasbarrini
- Digestive Disease Center, Agostino Gemelli University Polyclinic, IRCCS and Foundation, Sacred Heart Catholic University, Rome, Italy
| | - Giovanni Cammarota
- Digestive Disease Center, Agostino Gemelli University Polyclinic, IRCCS and Foundation, Sacred Heart Catholic University, Rome, Italy
| | - Gianluca Ianiro
- Digestive Disease Center, Agostino Gemelli University Polyclinic, IRCCS and Foundation, Sacred Heart Catholic University, Rome, Italy -
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