1
|
González C, Ruiz-Saavedra S, Gómez-Martín M, Zapico A, López-Suarez P, Suárez A, Suárez González A, del Rey CG, Díaz E, Alonso A, de los Reyes-Gavilán CG, González S. Immunometabolic Profile Associated with Progressive Damage of the Intestinal Mucosa in Adults Screened for Colorectal Cancer: Association with Diet. Int J Mol Sci 2023; 24:16451. [PMID: 38003638 PMCID: PMC10671025 DOI: 10.3390/ijms242216451] [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: 10/17/2023] [Revised: 11/10/2023] [Accepted: 11/15/2023] [Indexed: 11/26/2023] Open
Abstract
Environmental factors such as diet and lifestyle have been shown to influence the development of some intestinal mucosal lesions that may be precursors of colorectal cancer (CRC). The presence of these alterations seems to be associated with misbalanced immunological parameter levels. However, it is still unclear as to which immunological parameters are altered in each phase of CRC development. In this work, we aimed to study the potential relationships of immunological and metabolic parameters with diet in a CRC-related lesion context. Dietary information was obtained using an annual semi-quantitative food-frequency questionnaire (FFQ) from 93 volunteers classified via colonoscopy examination according to the presence of intestinal polyps or adenocarcinoma. Cytokines, chemokines, and adipokines were determined from serum samples. We observed a reduction in adiponectin according to the damage to the mucosa, accompanied by an increase and decrease in C-X-C motif chemokine ligand 10 (CXCL10) and resistin, respectively, in CRC cases. The presence of aberrant crypt foci (ACF) in the polyp group was associated with higher tumor necrosis factor-alpha (TNF-α) concentrations. Vegetables were directly correlated with adiponectin and resistin levels, while the opposite occurred with red meat. A bioactive compound, soluble pectin, showed a negative association with TNF-α. Future dietary strategies could be developed to modulate specific immunological parameters in the context of CRC.
Collapse
Affiliation(s)
- Celestino González
- Department of Functional Biology, University of Oviedo, 33006 Oviedo, Spain; (C.G.); (A.Z.); (P.L.-S.); (A.S.); (E.D.); (A.A.)
| | - Sergio Ruiz-Saavedra
- Department of Microbiology and Biochemistry of Dairy Products, Instituto de Productos Lácteos de Asturias (IPLA-CSIC), 33300 Villaviciosa, Spain;
- Diet, Microbiota and Health Group, Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain
| | - María Gómez-Martín
- Department of Functional Biology, University of Oviedo, 33006 Oviedo, Spain; (C.G.); (A.Z.); (P.L.-S.); (A.S.); (E.D.); (A.A.)
- Diet, Microbiota and Health Group, Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain
| | - Aida Zapico
- Department of Functional Biology, University of Oviedo, 33006 Oviedo, Spain; (C.G.); (A.Z.); (P.L.-S.); (A.S.); (E.D.); (A.A.)
- Diet, Microbiota and Health Group, Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain
| | - Patricia López-Suarez
- Department of Functional Biology, University of Oviedo, 33006 Oviedo, Spain; (C.G.); (A.Z.); (P.L.-S.); (A.S.); (E.D.); (A.A.)
| | - Ana Suárez
- Department of Functional Biology, University of Oviedo, 33006 Oviedo, Spain; (C.G.); (A.Z.); (P.L.-S.); (A.S.); (E.D.); (A.A.)
| | - Adolfo Suárez González
- Diet, Microbiota and Health Group, Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain
- Digestive Service, Central University Hospital of Asturias (HUCA), 33011 Oviedo, Spain
| | - Carmen González del Rey
- Anatomical Pathology Service, Central University Hospital of Asturias (HUCA), 33011 Oviedo, Spain;
| | - Elena Díaz
- Department of Functional Biology, University of Oviedo, 33006 Oviedo, Spain; (C.G.); (A.Z.); (P.L.-S.); (A.S.); (E.D.); (A.A.)
| | - Ana Alonso
- Department of Functional Biology, University of Oviedo, 33006 Oviedo, Spain; (C.G.); (A.Z.); (P.L.-S.); (A.S.); (E.D.); (A.A.)
| | - Clara G. de los Reyes-Gavilán
- Department of Microbiology and Biochemistry of Dairy Products, Instituto de Productos Lácteos de Asturias (IPLA-CSIC), 33300 Villaviciosa, Spain;
- Diet, Microbiota and Health Group, Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain
| | - Sonia González
- Department of Functional Biology, University of Oviedo, 33006 Oviedo, Spain; (C.G.); (A.Z.); (P.L.-S.); (A.S.); (E.D.); (A.A.)
- Diet, Microbiota and Health Group, Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), 33011 Oviedo, Spain
| |
Collapse
|
2
|
Zhang YY, Vimala R, Chui PL, Hilmi IN. A Systematic Review of Exercise Therapy for Bowel Preparation: Evidence to Guide Practice. Gastroenterol Nurs 2023; 46:393-403. [PMID: 37347807 DOI: 10.1097/sga.0000000000000759] [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: 03/02/2023] [Accepted: 05/17/2023] [Indexed: 06/24/2023] Open
Abstract
This systematic review aims to evaluate (1) the effectiveness of exercise therapy in bowel preparation for colonoscopy, and (2) the characteristics of exercise programs for bowel preparation. Systematic searches were done in PubMed, EMBASE, the Cochrane Library, Web of Science, and CINAHL from inception to November 2022. Randomized controlled trials and quasi-experimental studies assessing the efficacy of exercise during bowel preparation were included in this review. Two reviewers independently assessed the methodological quality using a modified Downs and Black checklist. A narrative synthesis was conducted. A total of five studies (1,109 participants) were included in this review. In all eligible studies, the characteristics of the exercise programs varied and included mainly two types of exercise (walking and yoga), various amount of exercise (3,000-10,000 steps or 0.5-1.9 hours), and two exercise timing (during and 1 hour after taking the laxative). Available evidence indicated that exercise therapy is effective in improving the quality of bowel preparation. However, there was insufficient high-quality evidence to conclude the effects on procedure-related indicators, adverse events, and willingness to repeat preparation. Exercise should be recommended as an important part of routine bowel preparation for patients undergoing colonoscopy to improve the quality of bowel preparation. More rigorous studies focusing on the effects on procedure-related indicators, adverse events, and willingness to repeat preparation are needed. To ensure the effectiveness and safety of the intervention, it is critical to establish a standard, well-structured exercise program for bowel preparation.
Collapse
Affiliation(s)
- Yuan-Yuan Zhang
- Yuan-Yuan Zhang, MSN, RN, PhD candidate, Department of Nursing Science, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia; and Lecturer, School of Medical and Health Engineering, Changzhou University, Changzhou, Jiangsu, China
- Ramoo Vimala, PhD, RN, is Senior Lecturer, Department of Nursing Science, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
- Ping Lei Chui, PhD, RN, is Senior Lecturer, Department of Nursing Science, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
- Ida Normiha Hilmi, PhD, RPH, is Professor, Department of Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Ramoo Vimala
- Yuan-Yuan Zhang, MSN, RN, PhD candidate, Department of Nursing Science, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia; and Lecturer, School of Medical and Health Engineering, Changzhou University, Changzhou, Jiangsu, China
- Ramoo Vimala, PhD, RN, is Senior Lecturer, Department of Nursing Science, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
- Ping Lei Chui, PhD, RN, is Senior Lecturer, Department of Nursing Science, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
- Ida Normiha Hilmi, PhD, RPH, is Professor, Department of Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Ping Lei Chui
- Yuan-Yuan Zhang, MSN, RN, PhD candidate, Department of Nursing Science, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia; and Lecturer, School of Medical and Health Engineering, Changzhou University, Changzhou, Jiangsu, China
- Ramoo Vimala, PhD, RN, is Senior Lecturer, Department of Nursing Science, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
- Ping Lei Chui, PhD, RN, is Senior Lecturer, Department of Nursing Science, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
- Ida Normiha Hilmi, PhD, RPH, is Professor, Department of Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Ida Normiha Hilmi
- Yuan-Yuan Zhang, MSN, RN, PhD candidate, Department of Nursing Science, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia; and Lecturer, School of Medical and Health Engineering, Changzhou University, Changzhou, Jiangsu, China
- Ramoo Vimala, PhD, RN, is Senior Lecturer, Department of Nursing Science, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
- Ping Lei Chui, PhD, RN, is Senior Lecturer, Department of Nursing Science, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
- Ida Normiha Hilmi, PhD, RPH, is Professor, Department of Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| |
Collapse
|
3
|
Sánchez-Peralta LF, Glover B, Saratxaga CL, Ortega-Morán JF, Nazarian S, Picón A, Pagador JB, Sánchez-Margallo FM. Clinical Validation Benchmark Dataset and Expert Performance Baseline for Colorectal Polyp Localization Methods. J Imaging 2023; 9:167. [PMID: 37754931 PMCID: PMC10532435 DOI: 10.3390/jimaging9090167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 08/18/2023] [Accepted: 08/18/2023] [Indexed: 09/28/2023] Open
Abstract
Colorectal cancer is one of the leading death causes worldwide, but, fortunately, early detection highly increases survival rates, with the adenoma detection rate being one surrogate marker for colonoscopy quality. Artificial intelligence and deep learning methods have been applied with great success to improve polyp detection and localization and, therefore, the adenoma detection rate. In this regard, a comparison with clinical experts is required to prove the added value of the systems. Nevertheless, there is no standardized comparison in a laboratory setting before their clinical validation. The ClinExpPICCOLO comprises 65 unedited endoscopic images that represent the clinical setting. They include white light imaging and narrow band imaging, with one third of the images containing a lesion but, differently to another public datasets, the lesion does not appear well-centered in the image. Together with the dataset, an expert clinical performance baseline has been established with the performance of 146 gastroenterologists, who were required to locate the lesions in the selected images. Results shows statistically significant differences between experience groups. Expert gastroenterologists' accuracy was 77.74, while sensitivity and specificity were 86.47 and 74.33, respectively. These values can be established as minimum values for a DL method before performing a clinical trial in the hospital setting.
Collapse
Affiliation(s)
- Luisa F. Sánchez-Peralta
- Jesús Usón Minimally Invasive Surgery Centre, E-10071 Cáceres, Spain; (L.F.S.-P.); (J.F.O.-M.); (F.M.S.-M.)
- AI4polypNET Thematic Network, E-08193 Barcelona, Spain
| | - Ben Glover
- Imperial College London, London SW7 2BU, UK; (B.G.); (S.N.)
| | - Cristina L. Saratxaga
- TECNALIA, Basque Research and Technology Alliance (BRTA), E-48160 Derio, Spain; (C.L.S.); (A.P.)
| | - Juan Francisco Ortega-Morán
- Jesús Usón Minimally Invasive Surgery Centre, E-10071 Cáceres, Spain; (L.F.S.-P.); (J.F.O.-M.); (F.M.S.-M.)
- AI4polypNET Thematic Network, E-08193 Barcelona, Spain
| | | | - Artzai Picón
- TECNALIA, Basque Research and Technology Alliance (BRTA), E-48160 Derio, Spain; (C.L.S.); (A.P.)
- Department of Automatic Control and Systems Engineering, University of the Basque Country, E-48013 Bilbao, Spain
| | - J. Blas Pagador
- Jesús Usón Minimally Invasive Surgery Centre, E-10071 Cáceres, Spain; (L.F.S.-P.); (J.F.O.-M.); (F.M.S.-M.)
- AI4polypNET Thematic Network, E-08193 Barcelona, Spain
| | - Francisco M. Sánchez-Margallo
- Jesús Usón Minimally Invasive Surgery Centre, E-10071 Cáceres, Spain; (L.F.S.-P.); (J.F.O.-M.); (F.M.S.-M.)
- AI4polypNET Thematic Network, E-08193 Barcelona, Spain
- RICORS-TERAV Network, ISCIII, E-28029 Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III, E-28029 Madrid, Spain
| |
Collapse
|
4
|
Neilson LJ, Dew R, Hampton JS, Sharp L, Rees CJ. Quality in colonoscopy: time to ensure national standards are implemented? Frontline Gastroenterol 2023; 14:392-398. [PMID: 37581182 PMCID: PMC10423601 DOI: 10.1136/flgastro-2022-102371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 04/21/2023] [Indexed: 08/16/2023] Open
Abstract
Background High-quality colonoscopy is crucial to ensure complete mucosal visualisation and to maximise detection of pathology. Previous audits showing variable quality have prompted national and international colonoscopy improvement programmes, including the development of quality assurance standards and key performance indicators (KPIs). The most widely used marker of mucosal visualisation is the adenoma detection rate (ADR), however, histological confirmation is required to calculate this. We explored the relationship between core colonoscopy KPIs. Methods Data were collected from colonoscopists in eight hospitals in North East England over a 6-month period, as part of a quality improvement study. Procedural information was collected including number of colonoscopies, caecal intubation rate (CIR), ADR and polyp detection rate (PDR). Associations between KPIs and colonoscopy performance were analysed. Results 9265 colonoscopies performed by 118 endoscopists were included. Mean ADR and PDR per endoscopist were 16.6% (range 0-36.3, SD 7.4) and 27.2% (range 0-57.5, SD 9.3), respectively. Mean number of colonoscopies conducted in 6 months was 78.5 (range 4-334, SD 61). Mean CIR was 91.2% (range 55.5-100, SD 6.6). Total number of colonoscopies and ADR>15% were significantly associated (p=0.04). Undertaking fewer colonoscopies and using hyoscine butylbromide less frequently was significantly associated with ADR<15%. CIR, endoscopist grade, % male patients, mean patient age and CIR were not significantly related to ADR<15%. In adjusted analyses, factors which affected ADR were PDR and mean patient age. Conclusion Colonoscopists who perform fewer than the nationally stipulated minimum of 100 procedures per year had significantly lower ADRs. This study demonstrates that PDR can be used as a marker of ADR; providing age is also considered.
Collapse
Affiliation(s)
- Laura J Neilson
- Department of Gastroenterology, South Tyneside and Sunderland NHS Foundation Trust, South Shields, UK
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
- Northern Region Endoscopy Group, North East England, UK
| | - Rosie Dew
- School of Medicine, University of Sunderland, Sunderland, UK
| | - James S Hampton
- Department of Gastroenterology, South Tyneside and Sunderland NHS Foundation Trust, South Shields, UK
| | - Linda Sharp
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
- Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK
| | - Colin J Rees
- Department of Gastroenterology, South Tyneside and Sunderland NHS Foundation Trust, South Shields, UK
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
- Northern Region Endoscopy Group, North East England, UK
- Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK
| |
Collapse
|
5
|
Sharma A, Kumar R, Yadav G, Garg P. Artificial intelligence in intestinal polyp and colorectal cancer prediction. Cancer Lett 2023; 565:216238. [PMID: 37211068 DOI: 10.1016/j.canlet.2023.216238] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 05/17/2023] [Accepted: 05/17/2023] [Indexed: 05/23/2023]
Abstract
Artificial intelligence (AI) algorithms and their application to disease detection and decision support for healthcare professions have greatly evolved in the recent decade. AI has been widely applied and explored in gastroenterology for endoscopic analysis to diagnose intestinal cancers, premalignant polyps, gastrointestinal inflammatory lesions, and bleeding. Patients' responses to treatments and prognoses have both been predicted using AI by combining multiple algorithms. In this review, we explored the recent applications of AI algorithms in the identification and characterization of intestinal polyps and colorectal cancer predictions. AI-based prediction models have the potential to help medical practitioners diagnose, establish prognoses, and find accurate conclusions for the treatment of patients. With the understanding that rigorous validation of AI approaches using randomized controlled studies is solicited before widespread clinical use by health authorities, the article also discusses the limitations and challenges associated with deploying AI systems to diagnose intestinal malignancies and premalignant lesions.
Collapse
Affiliation(s)
- Anju Sharma
- Department of Pharmacoinformatics, National Institute of Pharmaceutical Education and Research, S.A.S Nagar, 160062, Punjab, India
| | - Rajnish Kumar
- Amity Institute of Biotechnology, Amity University Uttar Pradesh, Lucknow Campus, Uttar Pradesh, 226010, India; Department of Veterinary Medicine and Surgery, College of Veterinary Medicine, University of Missouri, Columbia, MO, USA
| | - Garima Yadav
- Amity Institute of Biotechnology, Amity University Uttar Pradesh, Lucknow Campus, Uttar Pradesh, 226010, India
| | - Prabha Garg
- Department of Pharmacoinformatics, National Institute of Pharmaceutical Education and Research, S.A.S Nagar, 160062, Punjab, India.
| |
Collapse
|
6
|
Nanni L, Fantozzi C, Loreggia A, Lumini A. Ensembles of Convolutional Neural Networks and Transformers for Polyp Segmentation. SENSORS (BASEL, SWITZERLAND) 2023; 23:4688. [PMID: 37430601 DOI: 10.3390/s23104688] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 04/29/2023] [Accepted: 05/09/2023] [Indexed: 07/12/2023]
Abstract
In the realm of computer vision, semantic segmentation is the task of recognizing objects in images at the pixel level. This is done by performing a classification of each pixel. The task is complex and requires sophisticated skills and knowledge about the context to identify objects' boundaries. The importance of semantic segmentation in many domains is undisputed. In medical diagnostics, it simplifies the early detection of pathologies, thus mitigating the possible consequences. In this work, we provide a review of the literature on deep ensemble learning models for polyp segmentation and develop new ensembles based on convolutional neural networks and transformers. The development of an effective ensemble entails ensuring diversity between its components. To this end, we combined different models (HarDNet-MSEG, Polyp-PVT, and HSNet) trained with different data augmentation techniques, optimization methods, and learning rates, which we experimentally demonstrate to be useful to form a better ensemble. Most importantly, we introduce a new method to obtain the segmentation mask by averaging intermediate masks after the sigmoid layer. In our extensive experimental evaluation, the average performance of the proposed ensembles over five prominent datasets beat any other solution that we know of. Furthermore, the ensembles also performed better than the state-of-the-art on two of the five datasets, when individually considered, without having been specifically trained for them.
Collapse
Affiliation(s)
- Loris Nanni
- Department of Information Engineering, University of Padova, 35122 Padova, Italy
| | - Carlo Fantozzi
- Department of Information Engineering, University of Padova, 35122 Padova, Italy
| | - Andrea Loreggia
- Department of Information Engineering, University of Brescia, 25121 Brescia, Italy
| | - Alessandra Lumini
- Department of Computer Science and Engineering, University of Bologna, 40126 Bologna, Italy
| |
Collapse
|
7
|
Zuniga Cisneros J, Tunon C, Adames E, Garcia C, Rivera R, Gonzalez E, Cubilla J, Lambrano L. Is There a Difference in Adenoma Detection Rates According to Indication? An Experience in a Panamanian Colorectal Cancer Screening Program. Gastroenterology Res 2023; 16:96-104. [PMID: 37187549 PMCID: PMC10181342 DOI: 10.14740/gr1599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Accepted: 03/23/2023] [Indexed: 05/17/2023] Open
Abstract
Background The benefit of colorectal cancer screening in reducing cancer risk and related death is unclear. There are quality measure indicators and multiple factors that affect the performance of a successful colonoscopy. The main objective of our study was to identify if there is a difference in polyp detection rate (PDR) and adenoma detection rate (ADR) according to colonoscopy indication and which factors might be associated. Methods We conducted a retrospective review of all colonoscopies performed between January 2018 and January 2019, in a tertiary endoscopic center. All patients ≥ 50 years old scheduled for a nonurgent colonoscopy and screening colonoscopy were included. We stratified the total number of colonoscopies into two categories according to the indication: screening vs. non-screening, and then calculated PDR, ADR and serrated polyp detection rate (SDR). We also performed logistic regression model to identify factors associated with detecting polyps and adenomatous polyps. Results A total of 1,129 and 365 colonoscopies were performed in the non-screening and screening group, respectively. In comparison with the screening group, PDR and ADR were lower for the non-screening group (33% vs. 25%; P = 0.005 and 17% vs. 13%; P = 0.005). SDR was non-significantly lower in the non-screening group when compared with the screening group (11% vs. 9%; P = 0.53 and 22% vs. 13%; P = 0.007). Conclusion In conclusion, this observational study reported differences in PDR and ADR depending on screening and non-screening indication. These differences could be related to factors related to the endoscopist, time slot allotted for colonoscopy, population background, and external factors.
Collapse
Affiliation(s)
| | - Carlos Tunon
- Department of Gastroenterology, Santo Tomas Hospital, Panama City, Panama
| | - Enrique Adames
- School of Medicine, University of Panama, Panama City, Panama
- Department of Gastroenterology, Santo Tomas Hospital, Panama City, Panama
| | - Carolina Garcia
- School of Medicine, University of Panama, Panama City, Panama
| | - Rene Rivera
- School of Medicine, University of Panama, Panama City, Panama
| | - Eyleen Gonzalez
- School of Medicine, University of Panama, Panama City, Panama
| | - Jan Cubilla
- Department of Gastroenterology, Santo Tomas Hospital, Panama City, Panama
| | - Luis Lambrano
- Department of Gastroenterology, Santo Tomas Hospital, Panama City, Panama
| |
Collapse
|
8
|
Shape-specific characterization of colorectal adenoma growth and transition to cancer with stochastic cell-based models. PLoS Comput Biol 2023; 19:e1010831. [PMID: 36689547 PMCID: PMC9894544 DOI: 10.1371/journal.pcbi.1010831] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 02/02/2023] [Accepted: 12/21/2022] [Indexed: 01/24/2023] Open
Abstract
Colorectal adenoma are precursor lesions on the pathway to cancer. Their removal in screening colonoscopies has markedly reduced rates of cancer incidence and death. Generic models of adenoma growth and transition to cancer can guide the implementation of screening strategies. But adenoma shape has rarely featured as a relevant risk factor. Against this backdrop we aim to demonstrate that shape influences growth dynamics and cancer risk. Stochastic cell-based models are applied to a data set of 197,347 Bavarian outpatients who had colonoscopies from 2006-2009, 50,649 patients were reported with adenoma and 296 patients had cancer. For multi-stage clonal expansion (MSCE) models with up to three initiating stages parameters were estimated by fits to data sets of all shapes combined, and of sessile (70% of all adenoma), peduncular (17%) and flat (13%) adenoma separately for both sexes. Pertinent features of adenoma growth present themselves in contrast to previous assumptions. Stem cells with initial molecular changes residing in early adenoma predominantly multiply within two-dimensional structures such as crypts. For these cells mutation and division rates decrease with age. The absolute number of initiated cells in an adenoma of size 1 cm is small around 103, related to all bulk cells they constitute a share of about 10-5. The notion of very few proliferating stem cells with age-decreasing division rates is supported by cell marker experiments. The probability for adenoma transiting to cancer increases with squared linear size and shows a shape dependence. Compared to peduncular and flat adenoma, it is twice as high for sessile adenoma of the same size. We present a simple mathematical expression for the hazard ratio of interval cancers which provides a mechanistic understanding of this important quality indicator. We conclude that adenoma shape deserves closer consideration in screening strategies and as risk factor for transition to cancer.
Collapse
|
9
|
Colorectal cancer screening in Semarang, Indonesia: A multicenter primary health care based study. PLoS One 2023; 18:e0279570. [PMID: 36595518 PMCID: PMC9810157 DOI: 10.1371/journal.pone.0279570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 12/11/2022] [Indexed: 01/04/2023] Open
Abstract
Colorectal cancer (CRC) is a major public health problem in Indonesia. It ranks among the top four cancers with high mortality rates. CRC screening is expected to improve early diagnosis that can reduce mortality and morbidity rate. Primary health care-based CRC screening in Indonesia has not yet been performed. This study was conducted to obtain information about prevalence, adenoma detection rate and public compliance for CRC screening in Semarang, Indonesia. This cross-sectional study was done across 10 primary health care centers in Semarang during April-October 2021. The screening method used Immunochromatography Faecal Occult Blood Tests (I-FOBT) as the primary test. Patients with positive I-FOBT result would be referred to Kariadi hospital for colonoscopy and histology examination. A total of 221 patients were included, 66.1% were female, mean age was 59.38 ± 7.48 years. Participation rate was 63%, 37 patients (16.7%) were I-FOBT positive, 26 patients (70.27%) underwent colonoscopy. Colonoscopy compliance rate was 70.27%. The colonoscopy results were haemorrhoid (30.8%), polyps (30.8%), malignancy (19.2%), colitis (7.7%), diverticulosis (7.7%), and normal (3.8%). The adenoma detection rate was 26.9%. BMI abnormality (overweight and obese) (OR 10.968; 95% CI 2.33-51.55) and family history of malignancy (OR 18.800; 95% CI 5.13-68.85) increased the risk of colorectal cancer and adenoma and respectively. The prevalence of I-FOBT positive in primary health care centers is high. The CRC screening program based on primary care should be considered. Public awareness education should be considered to increase colonoscopy compliance.
Collapse
|
10
|
Colorectal Cancer After Screening Colonoscopy: 10-Year Incidence by Site and Detection Rate at First Repeat Colonoscopy. Clin Transl Gastroenterol 2022; 14:e00535. [PMID: 36201667 PMCID: PMC9875972 DOI: 10.14309/ctg.0000000000000535] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 09/09/2022] [Indexed: 01/31/2023] Open
Abstract
INTRODUCTION We aimed to describe cumulative colorectal cancer (CRC) incidence after screening colonoscopy stratified by tumor location, age, and sex as well as CRC detection rate at first repeat colonoscopy. METHODS Using the German Pharmacoepidemiological Research Database, we included persons with screening colonoscopy and assessed cumulative CRC incidence after baseline screening colonoscopy with snare polypectomy (cohort 1) and without polypectomy (cohort 2). We also determined the CRC detection rate at first repeat colonoscopy by time since screening colonoscopy. RESULTS Overall, 1,095,381 persons were included. The 10-year cumulative CRC incidence was 1.5% in cohort 1 and 0.6% in cohort 2. The proportion of proximal CRC increased with age: In women of cohort 1, 47% of CRCs in the age group 55-64 years were proximal (men: 42%) while in the age group 65-74 years, this proportion was 55% (men: 49%). In cohort 2, similar patterns were observed. In cohort 1, the CRC detection rate at first repeat colonoscopy among persons examined within 6-8 years after screening colonoscopy was more than twice as high compared with those examined within 4-6 years (1.7% vs 0.8%). DISCUSSION Among persons followed up after screening colonoscopy, we observed a steadily increasing predominance of proximal CRC, and this shift showed distinct patterns by age and sex. Because our study suggests higher CRC detection rates among persons with a later repeat colonoscopy, the role of delayed surveillance and the benefit of a reminder system should be explored.
Collapse
|
11
|
Gubbiotti A, Spadaccini M, Badalamenti M, Hassan C, Repici A. Key factors for improving adenoma detection rate. Expert Rev Gastroenterol Hepatol 2022; 16:819-833. [PMID: 36151898 DOI: 10.1080/17474124.2022.2128761] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Colonoscopy is a fundamental tool in colorectal cancer (CRC) prevention. Nevertheless, one-fourth of colorectal neoplasms are still missed during colonoscopy, potentially being the main reason for post-colonoscopy colorectal cancer (PCCRC). Adenoma detection rate (ADR) is currently known as the best quality indicator correlating with PCCRC incidence. AREAS COVERED We performed a literature review in order to summarize evidences investigating key factors affecting ADR: endoscopists education and training, patient management, endoscopic techniques, improved navigation (exposition defect), and enhanced lesions recognition (vision defect) were considered. EXPERT OPINION 'Traditional' factors, such as split dose bowel preparation, adequate withdrawal time, and right colon second view, held a significant impact on ADR. Several devices and technologies have been developed to promote high-quality colonoscopy, however artificial intelligence may be considered the most promising tool for ADR improvement, provided that endoscopists education and recording are guaranteed.
Collapse
Affiliation(s)
- Alessandro Gubbiotti
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy.,IRCCS Humanitas Research Hospital, Digestive Endoscopy Unit, Division of Gastroenterology, Rozzano, Italy
| | - Marco Spadaccini
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy.,IRCCS Humanitas Research Hospital, Digestive Endoscopy Unit, Division of Gastroenterology, Rozzano, Italy
| | - Matteo Badalamenti
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy.,IRCCS Humanitas Research Hospital, Digestive Endoscopy Unit, Division of Gastroenterology, Rozzano, Italy
| | - Cesare Hassan
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy.,IRCCS Humanitas Research Hospital, Digestive Endoscopy Unit, Division of Gastroenterology, Rozzano, Italy
| | - Alessandro Repici
- Humanitas University, Department of Biomedical Sciences, Pieve Emanuele, Italy.,IRCCS Humanitas Research Hospital, Digestive Endoscopy Unit, Division of Gastroenterology, Rozzano, Italy
| |
Collapse
|
12
|
Ayidzoe MA, Yu Y, Mensah PK, Cai J, Baagyere EY, Bawah FU. SinoCaps: Recognition of colorectal polyps using sinogram capsule network. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2022. [DOI: 10.3233/jifs-212168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Colorectal cancer is the third most diagnosed malignancy in the world. Polyps (either malignant or benign) are the primary cause of colorectal cancer. However, the diagnosis is susceptive to human error, less effective, and falls below recommended levels in routine clinical procedures. In this paper, a Capsule network enhanced with radon transforms for feature extraction is proposed to improve the feasibility of colorectal cancer recognition. The contribution of this paper lies in the incorporation of the radon transforms in the proposed model to improve the detection of polyps by performing efficient extraction of tomographic features. When trained and tested with the polyp dataset, the proposed model achieved an overall average recognition accuracy of 94.02%, AUC of 97%, and an average precision of 96% . In addition, a posthoc analysis of the results exhibited superior feature extraction capabilities comparable to the state-of-the-art and can contribute to the field of explainable artificial intelligence. The proposed method has a considerable potential to be adopted in clinical trials to eliminate the problems associated with the human diagnosis of colorectal cancer.
Collapse
Affiliation(s)
- Mighty Abra Ayidzoe
- School of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu, P.R. China
- Department of Computer Science and Informatics, University of Energy and Natural Resources, Sunyani, Ghana
| | - Yongbin Yu
- School of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu, P.R. China
| | - Patrick Kwabena Mensah
- Department of Computer Science and Informatics, University of Energy and Natural Resources, Sunyani, Ghana
| | - Jingye Cai
- School of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu, P.R. China
| | - Edward Yellakuor Baagyere
- Department of Computer Science, Faculty of Mathematical Sciences, CK Tedam University of Technology and Applied Sciences, Navrongo, Ghana
| | - Faiza Umar Bawah
- Department of Computer Science and Informatics, University of Energy and Natural Resources, Sunyani, Ghana
| |
Collapse
|
13
|
Miyaguchi K, Tsuzuki Y, Hirooka N, Shiomi R, Ohgo H, Nakamoto H, Imaeda H. Endo-wing versus transparent hood-assisted colonoscopy for colorectal adenoma detection: A randomized controlled trial. J Gastroenterol Hepatol 2022; 37:766-772. [PMID: 35174541 DOI: 10.1111/jgh.15805] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Revised: 01/15/2022] [Accepted: 02/13/2022] [Indexed: 12/09/2022]
Abstract
BACKGROUND AND AIM This study aimed to compare the mean number of adenomas in patients undergoing Endo-wing-assisted colonoscopy (EAC) and transparent hood-assisted colonoscopy (TAC). METHODS Patients undergoing colonoscopy for positive fecal immunochemical tests, colon polyp surveillance, and evaluation of abdominal symptoms at a single institution were randomly assigned to the EAC or TAC group. The mean number of adenomas per patient, adenoma detection rate, cecal intubation time, withdrawal time, mean number of adenomas per location, and adenoma size were compared. RESULTS Overall, 800 patients were enrolled. The EAC and TAC groups comprised 372 and 393 patients, respectively. The groups did not significantly differ with respect to cecal intubation and withdrawal times. The mean number of adenomas per patient was significantly higher in the EAC group (1.13 vs 0.90, P = 0.04), particularly in the sigmoid colon (0.54 [201/372] vs 0.38 [149/393], P = 0.04). The adenoma detection rates were 48.1% and 45.0% in the EAC and TAC groups, respectively, albeit without significant difference between the two groups (P = 0.393). The total number of sessile-type adenomas (0.73 [270/372] vs 0.47 [183/393], P < 0.0001) and small polyps (≤ 5 mm) (0.53 [198/372] vs 0.41 [159/393], P = 0.016) was significantly higher in the EAC group. CONCLUSION Endo-wing-assisted colonoscopy is significantly superior to TAC in terms of the mean number of adenomas per patient.
Collapse
Affiliation(s)
- Kazuya Miyaguchi
- Department of General Internal Medicine, Saitama Medical University, Moroyama, Japan.,Department of Gastroenterology, Saitama Medical University, Moroyama, Japan
| | - Yoshikazu Tsuzuki
- Department of Gastroenterology, Saitama Medical University, Moroyama, Japan
| | - Nobutaka Hirooka
- Department of General Internal Medicine, Saitama Medical University, Moroyama, Japan
| | - Rie Shiomi
- Department of General Internal Medicine, Saitama Medical University, Moroyama, Japan
| | - Hideki Ohgo
- Department of Gastroenterology, Saitama Medical University, Moroyama, Japan
| | - Hidetomo Nakamoto
- Department of General Internal Medicine, Saitama Medical University, Moroyama, Japan
| | - Hiroyuki Imaeda
- Department of Gastroenterology, Saitama Medical University, Moroyama, Japan
| |
Collapse
|
14
|
Seitz JF, Lapalus D, Arlotto S, Gentile S, Ettori F, Rinaldi Y, Grandval P, Delasalle P. Colorectal cancer screening by fecal immunochemical test or colonoscopy in France: how many people are actually covered? Focus on the Provence-Alpes-Côte d'Azur region. Eur J Gastroenterol Hepatol 2022; 34:405-410. [PMID: 34882643 PMCID: PMC8876435 DOI: 10.1097/meg.0000000000002338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Accepted: 11/20/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND Colorectal cancer (CRC) screening with fecal immunochemical test (FIT) remains low in France, particularly in the Provence-Alpes-Côte-d'Azur (PACA) region. The aim of this study was to compare insured persons (50-74 years) who had FIT and/or colonoscopy in PACA with the general French population. METHODS FIT and colonoscopy rates were calculated according to SP-France and National Health Data System data. RESULTS The rate of FIT in 2016-2017 was lower in PACA than in France (25.6 vs. 29.1%, P < 0.001). Conversely, in 2013-2017, the rate of colonoscopy in the past 5 years was higher in PACA than in France (23.1 vs. 20.1%, P < 0.001). Total rate for FIT within 2 years and/or colonoscopy within 5 years was 46.0% in PACA vs. 46.5% in France (P < 0.001). Overuse was higher for diagnostic (1.21) than therapeutic colonoscopies (1.05). Therapeutic colonoscopy occurred more with FIT than without (47.88 vs. 38.7%, P < 0.001). According to USA criteria, persons with FIT within 2 years and/or sigmoidoscopy and/or colonoscopy within 10 years was 59.4% in PACA vs. 54.7% in France (P < 0.001). CONCLUSION Low participation in FIT in France must be improved to increase the rate of therapeutic colonoscopies and reduce the incidence of CRC. The higher colonoscopy rate in PACA could explain the lower CRC mortality. Efforts should be focused on the more than 40% of French insured who are not screened by either FIT or colonoscopy.
Collapse
Affiliation(s)
- Jean-François Seitz
- Service Oncologie Digestive & Hépato-Gastroentérologie, CHU Timone, Assistance Publique-Hôpitaux de Marseille (APHM) & Aix-Marseille-Univ. (AMU), Marseille
- Centre Régional de Coordination du Dépistage des Cancers – SUD – Provence-Alpes-Côte d’Azur (CRCDC-Sud-PACA), Marseille
| | - David Lapalus
- Agence Régionale de Santé – Provence-Alpes-Côte d’Azur (ARS-PACA), Marseille
| | - Sylvie Arlotto
- Service d’Evaluation Médicale, APHM & AMU, Marseille
- EA 3279 Self-Perceived Health Assessment Research Unit, AMU, Marseille, France
| | - Stéphanie Gentile
- Service d’Evaluation Médicale, APHM & AMU, Marseille
- EA 3279 Self-Perceived Health Assessment Research Unit, AMU, Marseille, France
| | - Florence Ettori
- Agence Régionale de Santé – Provence-Alpes-Côte d’Azur (ARS-PACA), Marseille
| | - Yves Rinaldi
- Centre Régional de Coordination du Dépistage des Cancers – SUD – Provence-Alpes-Côte d’Azur (CRCDC-Sud-PACA), Marseille
| | - Philippe Grandval
- Service Oncologie Digestive & Hépato-Gastroentérologie, CHU Timone, Assistance Publique-Hôpitaux de Marseille (APHM) & Aix-Marseille-Univ. (AMU), Marseille
| | - Patrick Delasalle
- Centre Régional de Coordination du Dépistage des Cancers – SUD – Provence-Alpes-Côte d’Azur (CRCDC-Sud-PACA), Marseille
| |
Collapse
|
15
|
Liu Y, Li J, Zeng S, Zhang Y, Zhang Y, Jin Z, Liu S, Zou X. Bioinformatic Analyses and Experimental Verification Reveal that High FSTL3 Expression Promotes EMT via Fibronectin-1/α5β1 Interaction in Colorectal Cancer. Front Mol Biosci 2021; 8:762924. [PMID: 34901156 PMCID: PMC8652210 DOI: 10.3389/fmolb.2021.762924] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 11/09/2021] [Indexed: 12/12/2022] Open
Abstract
Background: Colorectal cancer (CRC) is a typical cancer prevalent worldwide. Despite the conventional treatments, CRC has a poor prognosis due to relapse and metastasis. Moreover, there is a dearth of sensitive biomarkers for predicting prognosis in CRC. Methods: This study used a bioinformatics approach combining validation experiments to examine the value of follistatin-like 3 (FSTL3) as a prognostic predictor and therapeutic target in CRC. Results:FSTL3 was remarkably upregulated in the CRC samples. FSTL3 overexpression was significantly associated with a poor prognosis. FSTL3 was found to activate the epithelial-mesenchymal transition by promoting the binding of FN1 to α5β1. FSTL3 expression was also positively correlated with the abundance of the potent immunosuppressors, M2 macrophages. Conclusion:FSTL3 overexpression affects CRC prognosis and thus, FSTL3 can be a prognostic biomarker and therapeutic target with potential applications in CRC.
Collapse
Affiliation(s)
- Yuanjie Liu
- Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China.,No. 1 Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, China
| | - Jiepin Li
- Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China.,No. 1 Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, China.,Department of Oncology, Zhangjiagang TCM Hospital Affiliated to Nanjing University of Chinese Medicine, Zhangjiagang, China
| | - Shuhong Zeng
- Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China.,No. 1 Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, China
| | - Ying Zhang
- Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China.,No. 1 Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, China
| | - Yonghua Zhang
- Department of Oncology, Zhangjiagang TCM Hospital Affiliated to Nanjing University of Chinese Medicine, Zhangjiagang, China
| | - Zhichao Jin
- Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| | - Shenlin Liu
- Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China.,No. 1 Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, China
| | - Xi Zou
- Affiliated Hospital of Nanjing University of Chinese Medicine, Jiangsu Province Hospital of Chinese Medicine, Nanjing, China
| |
Collapse
|
16
|
Varytimiadis L, Viazis N, Gkolfakis P, Tribonias G, Tziatzios G, Kyriakopoulos G, Argyrakos T, Pontas C, Papastergiou V, Arkadopoulos N, Smyrniotis V, Mantzaris GJ, Papanikolaou IS. Cold snare polypectomy vs. hot snare polypectomy vs. argon plasma coagulation for small (5-9mm) left-sided colorectal polyps: a prospective randomized trial. Eur J Gastroenterol Hepatol 2021; 33:e909-e915. [PMID: 35048657 DOI: 10.1097/meg.0000000000002300] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE To compare recurrence rates among three endoscopic treatment modalities for 5-9 mm left-sided colorectal polyps. METHODS Consecutive adults referred for elective colonoscopy (1/2015-1/2018) with at least one polyp of eligible size (5-9 mm) located distally to the splenic flexure were randomly assigned (1:1:1) to one of three treatment modalities: (1) cold snare polypectomy (CSP), (2) hot snare polypectomy (HSP) and (3) argon plasma coagulation (APC) ablation (50-60 W, flow: 2 l/min). The polyp site was marked with an endoscopic tattoo, and a follow-up colonoscopy with scar biopsies was performed >6 months after the index procedure. Outcomes were polyp recurrence rate and occurrence of complications. RESULTS One hundred nineteen patients were enrolled, of whom 112 (62.5% males, mean age 61.1 ± 9.9 years) with 121 polyps (CSP, 39; HSP, 45; APC, 37) returned for follow-up colonoscopy. Mean polyp size was 6.7 ± 0.91 mm, 58% were located in the sigmoid, 33% in the rectum and 8% in the descending colon. The majority of polyps resected by CSP or HSP were neoplastic (tubular adenomas: 25.9%, tubulovillous adenomas: 11.1% and sessile serrate adenomas/polyps: 17.5%). No cases of delayed bleeding or perforation occurred. Scar biopsies at follow-up colonoscopy (performed after a mean interval of 13.4 ± 3.8 months) revealed 7 (5.8%) cases of polyp recurrence, showing no significant difference among the three treatment groups [CSP, 3/39 (7.7%); HSP, 1/45 (2.2%); APC, 2/37 (5.4%); P = 0.51). CONCLUSIONS CSP, HSP and APC-ablation are effective and well-tolerated treatment modalities for 5-9 mm left-sided colorectal polyps. The present randomized study did not detect any difference in polyp recurrence rate among the three endoscopic techniques.
Collapse
Affiliation(s)
| | - Nikos Viazis
- Gastroenterology Department, Evangelismos General Hospital, Athens, Greece
| | - Paraskevas Gkolfakis
- Department of Gastroenterology, Hepatopancreatology and Digestive Oncology, Erasme University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Georgios Tribonias
- Gastroenterology Department, General Hospital of Nikaia-Piraeus "Agios Panteleimon"
| | - Georgios Tziatzios
- 2nd Department of Internal Medicine, Hepatogastroenterology Unit, "Attikon" University General Hospital, Medical School, National and Kapodistrian University of Athens
| | | | - Theodore Argyrakos
- Department of Gastroenterology, General Hospital of Nea Ionia "Konstantopoulio-Patision"
| | - Christos Pontas
- Gastroenterology Department, Evangelismos General Hospital, Athens, Greece
| | - Vasilios Papastergiou
- Department of Gastroenterology, General Hospital of Nea Ionia "Konstantopoulio-Patision"
| | - Nikolaos Arkadopoulos
- Fourth Department of Surgery, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | - Vasilios Smyrniotis
- Fourth Department of Surgery, National and Kapodistrian University of Athens, Attikon University Hospital, Athens, Greece
| | | | - Ioannis S Papanikolaou
- 2nd Department of Internal Medicine, Hepatogastroenterology Unit, "Attikon" University General Hospital, Medical School, National and Kapodistrian University of Athens
| |
Collapse
|
17
|
Pei B, Zhang Z, Sun J, Qi X, Cui Q, de Yan Y, Wang X, Yang M, Song C, Yin L, Wu J, Geng Z, Wang YB, Lu Y. Functionalized Ferroferric Oxide Nanomagnetic Beads for Extraction of Nucleic Acid and Its Application in Early Screening of Colorectal Cancer. JOURNAL OF HEALTHCARE ENGINEERING 2021; 2021:5230666. [PMID: 34900193 PMCID: PMC8654521 DOI: 10.1155/2021/5230666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 08/31/2021] [Accepted: 10/11/2021] [Indexed: 11/17/2022]
Abstract
Early screening is an important way to reduce the incidence and mortality of colorectal cancer (CRC). Fecal DNA testing stands out among many screening methods due to its high sensitivity. However, at this stage, researchers have not found a high-efficiency method for fecal DNA extraction. To this end, this work carried out a new round of exploration. Here, this experiment synthesized a kind of nanomagnetic beads (NH2-SiO2@Fe3O4) with good stability for nucleic acid extraction. A comparative study with the centrifugal adsorption column method revealed the significant advantages of the magnetic bead method in extracting fecal DNA. The DNA extracted by the magnetic bead method is of high purity, can also achieve high-throughput tests, and is more suitable for polymerase chain reaction detection, greatly simplifying the stool DNA detection process and providing a basis for the widespread promotion of early screening.
Collapse
Affiliation(s)
- Bing Pei
- Department of Clinical Laboratory, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, China
| | - Zhenjiang Zhang
- Department of Infectious Diseases, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, China
| | - Jian Sun
- Department of Clinical Laboratory, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, China
| | - xiaoYan Qi
- Department of Clinical Laboratory, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, China
| | - Qian Cui
- Department of Clinical Laboratory, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, China
| | - you de Yan
- Department of Infectious Diseases, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, China
| | - xiaoYan Wang
- Department of Gastroenterology, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, China
| | - Miaomiao Yang
- Department of Clinical Laboratory, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, China
| | - Chunjie Song
- Department of Neurology, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, China
| | - Lingsi Yin
- Department of Clinical Laboratory, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, China
| | - Juan Wu
- Department of Clinical Laboratory, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, China
| | - Zhixin Geng
- Department of Clinical Laboratory, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, China
| | - Yue Bang Wang
- Department of Clinical Laboratory, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, China
| | - Yi Lu
- Department of Clinical Laboratory, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian 223800, Jiangsu, China
| |
Collapse
|
18
|
Jaho F, Kroijer R, Ploug M. Time-of-day variation in the diagnostic quality of screening colonoscopies: a registry-based study. Ann Gastroenterol 2021; 34:815-819. [PMID: 34815647 PMCID: PMC8596217 DOI: 10.20524/aog.2021.0668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 06/23/2021] [Indexed: 11/11/2022] Open
Abstract
Background The diagnostic quality of screening colonoscopies has been found to differ between morning and afternoon. Specifically, the adenoma detection rate (ADR) is higher in the morning. Our aim was to assess if time-of-day dependent differences in colonoscopy quality exist in a Danish screening setting. Following national screening guidelines, an individual will be exempt from screening invitations for 8 years if the colonoscopy is without pathology. Therefore, it is of utmost importance to identify factors systematically affecting the detection of lesions. Methods This was a single-center study of screening colonoscopies performed between 2014 and 2018. Records were retrieved from the Danish Colorectal Cancer Screening Database and coupled with local data. The ADR and the cecal intubation rate were compared between morning (8-12 a.m.) and afternoon (12-4 p.m.) colonoscopies. Multivariate logistic regression analysis was performed. Results A total of 3659 screening colonoscopies were included. The ADR was 51% in the morning and 58% in the afternoon. Multivariate analysis found this statistically significant, with the "afternoon vs. morning" odds ratio for adenoma detection being 1.4 (95% confidence interval 1.17-1.68; P<0.001). The cecal intubation rate was 95.6% in the morning and 94.7%, a non-significant difference. Conclusions The ADR of screening colonoscopies was higher in the afternoon. Our study highlights the need for local/regional evaluation of factors affecting colonoscopy quality to address such issues. A clean colonoscopy exempts the patient from subsequent screening invitations for 8 years. Therefore, any observed systematic differences in quality must be addressed and eliminated.
Collapse
Affiliation(s)
- File Jaho
- Department of Surgical Gastroenterology, Hospital South West Jutland, Esbjerg, Denmark
| | - Rasmus Kroijer
- Department of Surgical Gastroenterology, Hospital South West Jutland, Esbjerg, Denmark
| | - Magnus Ploug
- Department of Surgical Gastroenterology, Hospital South West Jutland, Esbjerg, Denmark
| |
Collapse
|
19
|
Results of Compliant Participation in Five Rounds of Fecal Immunochemical Test Screening for Colorectal Cancer. Clin Gastroenterol Hepatol 2021; 19:2361-2369. [PMID: 32827723 DOI: 10.1016/j.cgh.2020.08.038] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 08/13/2020] [Accepted: 08/17/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS We investigated the magnitude and temporal patterns of the decreasing trend in main performance measures of fecal immunochemical test (FIT) screening for colorectal cancer (CRC) observed in second and subsequent rounds. METHODS We followed up 494,187 participants from the first round of a regional biennial FIT screening program in Italy (cut-off value for positivity, 20 μg hemoglobin/g feces) for 5 total rounds (2005-2016). At each round, only compliant participants were eligible. Performance measures from the first, third, fourth, and fifth rounds were compared with those from the second round (the first incidence round) using rate ratios from multivariate Poisson regression models and relative risk ratios from multinomial logistic regression models. RESULTS Between the second and the third rounds, a significant 20% to 30% decrease was found in the proportion of men with a positive FIT result (from 5.2% to 4.3%) and in detection rates of advanced adenoma (from 13.4 to 10.2 per 1000), CRC (from 1.7 to 1.4 per 1000), and advanced neoplasia (from 15.1 to 11.6 per 1000). Positive predictive values (PPVs) decreased by 10% or less between the second and third rounds. Detection rates and PPVs for adenoma stabilized by the fourth and fifth rounds. The PPVs for advanced adenoma, CRC, and advanced neoplasia decreased slightly in men and women by the fourth and fifth rounds. The detection rate of proximal colon cancer stabilized after the second round, whereas the detection rate of distal colon cancer decreased until the fourth round in men (from 0.7 to 0.3 per 1000), and the fifth round in women. CONCLUSIONS These findings support the notion that FIT screening prevents progression of a subset of advanced adenomas. Screening intensity could be modulated based on results from previous rounds, with a risk-based strategy.
Collapse
|
20
|
Kim HI, Yoon JY, Kwak MS, Cha JM. Real-World Use of Colonoscopy in an Older Population: A Nationwide Standard Cohort Study Using a Common Data Model. Dig Dis Sci 2021; 66:2227-2234. [PMID: 32691386 DOI: 10.1007/s10620-020-06494-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 07/11/2020] [Indexed: 01/02/2023]
Abstract
BACKGROUNDS AND AIMS Rapid population aging is considered to be a major factor in increased colonoscopy use in Korea. However, real-world use of colonoscopy in older populations is rarely evaluated using Korean databases. METHODS We conducted a retrospective, observational cohort study of individuals aged over 20 years between 2012 and 2017. We used the Health Insurance Review and Assessment-National Patient Samples database, previously converted to the standardized Observational Medical Outcomes Partnership-Common Data Model. The use of diagnostic colonoscopy and colonoscopic polypectomy was evaluated, stratified by age group and sex. RESULTS During the study period, we captured data from the database on 240,406 patients who underwent diagnostic colonoscopy and 88,984 who underwent colonoscopic polypectomy. During the study period, use of diagnostic colonoscopy and colonoscopic polypectomy steadily increased, but both procedures were most significantly increased in the 65- to 85-year group compared to other age groups (p < 0.05). Average ages for both procedures significantly increased in the most recent 3 years (p < 0.05). Polypectomy rates for men plateaued in the 50- to 64-year age group, but rates for women steadily increased up to the 65- to 85-year group. Polypectomy rates were higher for men than for women in all index years. CONCLUSIONS The use of diagnostic colonoscopy and colonoscopic polypectomy significantly increased in the 65- to 85-year age group. Our findings suggest that more available colonoscopy resources should be allocated to older populations, considering the aging society in Asian countries.
Collapse
Affiliation(s)
- Ha Il Kim
- Division of Gastroenterology, Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, Seoul, Korea
| | - Jin Young Yoon
- Division of Gastroenterology, Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, Seoul, Korea
- Division of Gastroenterology, Department of Internal Medicine, Kyung Hee University School of Medicine, Seoul, Korea
| | - Min Seob Kwak
- Division of Gastroenterology, Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, Seoul, Korea
- Division of Gastroenterology, Department of Internal Medicine, Kyung Hee University School of Medicine, Seoul, Korea
| | - Jae Myung Cha
- Division of Gastroenterology, Department of Internal Medicine, Kyung Hee University Hospital at Gangdong, Seoul, Korea.
- Division of Gastroenterology, Department of Internal Medicine, Kyung Hee University School of Medicine, Seoul, Korea.
| |
Collapse
|
21
|
Kawanishi K, Maekita T, Ikeda Y, Furotani M, Tsuboi S, Kanno T, Niwa T, Nagaoka T, Tabata Y, Hatamaru K, Iguchi M, Kitano M. Oral indigo carmine for the detection of colon adenoma. Scand J Gastroenterol 2021; 56:351-355. [PMID: 33378628 DOI: 10.1080/00365521.2020.1867897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVES Colonoscopy is currently considered the optimal method to detect colorectal neoplasia; however, some adenomas remain undetected. While indigo carmine staining with a dye-spray catheter has demonstrated promising results for reducing the miss rate, we investigated the oral indigo carmine method. The aim of this study was to determine whether oral indigo carmine intake before standard colonoscopy increases the adenoma (and adenocarcinoma) detection rate (ADR) or the mean number of adenomas per patient (MAP). MATERIALS AND METHODS The oral indigo carmine method was performed from April 2018 to July 2020 in two hospitals. Data were collected in a prospective manner and compared to the conventional group whose data were collected retrospectively and consecutively from January 2016 to March 2018. All data were anonymized. RESULTS Among the 704 patients included, colonoscopies were completely performed in 693 patients (347 in the indigo group). The ADR did not significantly differ between the groups: 42.3% vs. 40.3% (indigo vs. conventional group; odds ratio: 1.13; 95% confidence interval: 0.9-1.33, p = .33). The MAP was significantly greater in the indigo group (1.15) than that in the conventional group (0.82; p = .009). The cecal intubation rate and time to cecal intubation did not differ between the indigo and conventional group (98.6% vs. 98.3%, p = .83, and 6.2 min vs. 5.9 min, p = .39, respectively). CONCLUSION The routine use of oral indigo carmine does not lead to a higher ADR despite the higher MAP.
Collapse
Affiliation(s)
- Koki Kawanishi
- Department of Gastroenterology, Nate Hospital, Kinokawa City, Wakayama, Japan
| | - Takao Maekita
- Second Department of Internal Medicine, Wakayama Medical University, Wakayama City, Wakayama, Japan
| | - Yoshifumi Ikeda
- Department of Gastroenterology, Nate Hospital, Kinokawa City, Wakayama, Japan
| | - Masahiko Furotani
- Department of Gastroenterology, Nate Hospital, Kinokawa City, Wakayama, Japan
| | - Sayaka Tsuboi
- Department of Gastroenterology, Nate Hospital, Kinokawa City, Wakayama, Japan
| | - Takayuki Kanno
- Department of Gastroenterology, Nate Hospital, Kinokawa City, Wakayama, Japan
| | - Toru Niwa
- Department of Gastroenterology, Nate Hospital, Kinokawa City, Wakayama, Japan
| | - Tsunehiro Nagaoka
- Department of Gastroenterology, Nate Hospital, Kinokawa City, Wakayama, Japan
| | - Yoshinari Tabata
- Department of General Surgery, Wakayama Seikyo Hospital, Wakayama City, Wakayama, Japan
| | - Keiichi Hatamaru
- Second Department of Internal Medicine, Wakayama Medical University, Wakayama City, Wakayama, Japan
| | - Mikitaka Iguchi
- Second Department of Internal Medicine, Wakayama Medical University, Wakayama City, Wakayama, Japan
| | - Masayuki Kitano
- Second Department of Internal Medicine, Wakayama Medical University, Wakayama City, Wakayama, Japan
| |
Collapse
|
22
|
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: 19] [Impact Index Per Article: 4.8] [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: 09/22/2020] [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.
Collapse
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
| |
Collapse
|
23
|
Choi YI, Lee JJ, Chung JW, Kim KO, Kim YJ, Kim JH, Park DK, Kwon KA. Efficacy and Patient Tolerability Profiles of Probiotic Solution with Bisacodyl Versus Conventional Cleansing Solution for Bowel Preparation: A Prospective, Randomized, Controlled Trial. J Clin Med 2020; 9:jcm9103286. [PMID: 33066237 PMCID: PMC7602042 DOI: 10.3390/jcm9103286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 10/02/2020] [Accepted: 10/13/2020] [Indexed: 11/16/2022] Open
Abstract
Although adequate bowel preparation is essential in screening colonoscopy, patient intolerability to bowel cleansing agents is problematic. Recently, a probiotic mixture solution with bisacodyl emerged to improve patient tolerability. We investigated the efficacy, safety, and patient tolerability profiles of probiotics with bisacodyl versus conventional polyethylene glycol (PEG) solution for bowel preparation for screening colonoscopies in healthy patients in this prospective, randomized, case-control study. In total, 385 volunteers were randomly assigned to receive 2 L of water + 200 mL of probiotic solution (case group, n = 195) or 4 L of PEG solution (control group, n = 190). The efficacy of the bowel cleansing was evaluated using the Ottawa scale system, polyp detection rate, and adenoma detection rate, and the patient tolerability profiles were assessed using a questionnaire. The demographics were not significantly different between groups. When the Ottawa score for each bowel segment was stratified into an adequate vs. inadequate level (Ottawa score ≤ 3 vs. >3), there were no statistical differences between groups in each segment of the colon. There were no significant differences in the polyp and adenoma detection rates between groups (38.42% vs. 32.42, p = 0.30; 25.79% vs. 18.97%, p = 0.11). The case group showed significantly fewer events than the control group, especially nausea, vomiting, and abdominal bloating events. Regarding the overall satisfaction grade, the case group reported significantly more “average” scores (95% vs. 44%, p < 0.001) and were more willing to use the same agents again (90.26% vs. 61.85%, p < 0.001). As patient compliance with bowel preparation agents is associated with an adequate level of bowel cleansing, a probiotic solution with bisacodyl might be a new bowel preparation candidate, especially in patients who show a poor compliance with conventional bowel preparation agents.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | - Kwang An Kwon
- Correspondence: ; Tel.: +82-32-460-3778; Fax: +82-32-460-3408
| |
Collapse
|
24
|
Sánchez-Peralta LF, Bote-Curiel L, Picón A, Sánchez-Margallo FM, Pagador JB. Deep learning to find colorectal polyps in colonoscopy: A systematic literature review. Artif Intell Med 2020; 108:101923. [PMID: 32972656 DOI: 10.1016/j.artmed.2020.101923] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 03/03/2020] [Accepted: 07/01/2020] [Indexed: 02/07/2023]
Abstract
Colorectal cancer has a great incidence rate worldwide, but its early detection significantly increases the survival rate. Colonoscopy is the gold standard procedure for diagnosis and removal of colorectal lesions with potential to evolve into cancer and computer-aided detection systems can help gastroenterologists to increase the adenoma detection rate, one of the main indicators for colonoscopy quality and predictor for colorectal cancer prevention. The recent success of deep learning approaches in computer vision has also reached this field and has boosted the number of proposed methods for polyp detection, localization and segmentation. Through a systematic search, 35 works have been retrieved. The current systematic review provides an analysis of these methods, stating advantages and disadvantages for the different categories used; comments seven publicly available datasets of colonoscopy images; analyses the metrics used for reporting and identifies future challenges and recommendations. Convolutional neural networks are the most used architecture together with an important presence of data augmentation strategies, mainly based on image transformations and the use of patches. End-to-end methods are preferred over hybrid methods, with a rising tendency. As for detection and localization tasks, the most used metric for reporting is the recall, while Intersection over Union is highly used in segmentation. One of the major concerns is the difficulty for a fair comparison and reproducibility of methods. Even despite the organization of challenges, there is still a need for a common validation framework based on a large, annotated and publicly available database, which also includes the most convenient metrics to report results. Finally, it is also important to highlight that efforts should be focused in the future on proving the clinical value of the deep learning based methods, by increasing the adenoma detection rate.
Collapse
Affiliation(s)
| | - Luis Bote-Curiel
- Jesús Usón Minimally Invasive Surgery Centre, Ctra. N-521, km 41.8, 10071 Cáceres, Spain.
| | - Artzai Picón
- Tecnalia, Parque Científico y Tecnológico de Bizkaia, C/ Astondo bidea, Edificio 700, 48160 Derio, Spain.
| | | | - J Blas Pagador
- Jesús Usón Minimally Invasive Surgery Centre, Ctra. N-521, km 41.8, 10071 Cáceres, Spain.
| |
Collapse
|
25
|
Ng S, Sreenivasan AK, Pecoriello J, Liang PS. Polyp Detection Rate Correlates Strongly with Adenoma Detection Rate in Trainee Endoscopists. Dig Dis Sci 2020; 65:2229-2233. [PMID: 31927766 PMCID: PMC7881441 DOI: 10.1007/s10620-020-06049-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Accepted: 01/03/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND The adenoma detection rate (ADR) is a widely accepted quality benchmark for screening colonoscopy but can be burdensome to calculate. Previous studies have shown good correlation between polyp detection rate (PDR) and ADR, but this has not been validated in trainees. Additionally, the correlation between PDR and detection rates for sessile serrated polyps (SSPDR) and advanced neoplasia (ANDR) is not well studied. AIMS We investigated the relationship between PDR and ADR, SSPDR, and ANDR in trainees. METHODS We examined 1600 outpatient colonoscopies performed by 24 trainees at a VA hospital from 2014 to 2017. Variables collected included patient demographics, year of fellowship, colonoscopy indication, and endoscopic and histologic findings. We calculated the overall ratios of PDR to ADR, SSPDR, and ANDR to assess the correlation between measured and calculated ADR, SSPDR, and ANDR, which is equivalent to the correlation between PDR and measured ADR, SSPDR, and ANDR. RESULTS The overall PDR, ADR, SSPDR, and ANDR were 72%, 52%, 2%, and 14%. PDR (48%) was highest in the left colon, while ADR (32%) and ANDR (7%) were highest in the right colon (p < 0.001 for all). The overall ADR/PDR, SSPDR/PDR, and ANDR/PDR ratios were 0.73, 0.03, and 0.20. Correlation between PDR and ADR was highly positive overall (r = 0.87, p < 0.0001) and stronger in the right (r = 0.91) and transverse (r = 0.94) colon than the left colon (r = 0.80). Correlation between PDR and overall SSPDR and ANDR were not statistically significant. CONCLUSIONS PDR can serve as a surrogate measure of ADR to monitor colonoscopy quality in gastroenterology fellowship.
Collapse
Affiliation(s)
- Sandy Ng
- Department of Medicine, NYU Langone Health, 550 First Avenue, New York, NY 10016, USA
| | - Aditya K. Sreenivasan
- Department of Medicine, NYU Langone Health, 550 First Avenue, New York, NY 10016, USA
| | - Jillian Pecoriello
- Department of Medicine, NYU Langone Health, 550 First Avenue, New York, NY 10016, USA
| | - Peter S. Liang
- Department of Medicine, NYU Langone Health, 550 First Avenue, New York, NY 10016, USA,Department of Medicine, VA New York Harbor Health Care System, 423 E 23rd St, 11N GI, New York, NY 10010, USA
| |
Collapse
|
26
|
Lamerato L, Wittbrodt E, Kaur M, Datto C, Singla S. Impact of opioid use on patients undergoing screening colonoscopy according to the quality of bowel preparation. JGH Open 2020; 4:490-496. [PMID: 32514459 PMCID: PMC7273698 DOI: 10.1002/jgh3.12288] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Revised: 11/06/2019] [Accepted: 11/19/2019] [Indexed: 12/13/2022]
Abstract
Aims Constipation associated with opioid therapy for chronic pain may negatively impact colonoscopy success. This retrospective, observational study using administrative data and electronic medical records evaluated the impact of opioid use on colonoscopy outcomes. Methods and Results Procedural codes were used to identify patients who had a screening colonoscopy at two Henry Ford Health System centers (January 2015–December 2016). All patients had completed a standard uniform bowel preparation protocol. Medication orders and filled prescriptions were used to identify patients with a history of opioid use during the 28 days preprocedure (exposed) and a matched random sample of presumptive opioid nonusers (unexposed). Electronic medical records were reviewed for colonoscopy procedure data and outcomes. The exposed and unexposed groups included 964 and 1054 patients, respectively. Inadequate bowel preparation was significantly more common in the exposed versus unexposed group (18.5% vs 12.7%; P < 0.001). In the exposed and unexposed groups, 97.1 and 98.0% of colonoscopy procedures were completed, respectively (P = nonsignificant). Total procedure time was slightly increased for the exposed versus unexposed group (23.8 vs 22.5 min; P = 0.039). Polyp identification and cancer diagnosis were similar between groups. Prolonged sedation occurred in three patients in the exposed group and none in the unexposed group. Procedural complications were rare, but the incidence was significantly greater in the exposed versus unexposed group (1.3% vs 0.2%; P < 0.01). Conclusions Opioid exposure was associated with significant reductions in the quality of preprocedure bowel preparation and an increased risk of complications in patients undergoing colonoscopy.
Collapse
Affiliation(s)
- Lois Lamerato
- Department of Public Health Sciences Henry Ford Health System Detroit Michigan USA
| | | | - Manpreet Kaur
- Department of Public Health Sciences Henry Ford Health System Detroit Michigan USA
| | | | - Sumit Singla
- Department of Gastroenterology Henry Ford Health System Detroit Michigan USA
| |
Collapse
|
27
|
Li Q, Gao HD, Liu CC, Zhang H, Li XH, Wu J, Zhang XK. Impact of cuff-assisted colonoscopy for adenoma detection: A protocol of systematic review and meta-analysis. Medicine (Baltimore) 2020; 99:e20243. [PMID: 32443361 PMCID: PMC7253660 DOI: 10.1097/md.0000000000020243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/07/2022] Open
Abstract
BACKGROUND Previous studies have reported that cuff-assisted colonoscopy (CAC) can be used for detection of adenoma (DA). However, there are inconsistent results regarding the CAC for DA. Thus, this study will systematically explore the impact of CAC for DA. METHODS In order to retrieve potential eligible articles, this study will identify the following electronic databases from their inceptions to present: MEDLINE, EMBASE, Cochrane Library, PSYCINFO, Web of Science, Chinese Biomedical Literature Database, and China National Knowledge Infrastructure. All electronic databases will be searched without any language limitation. We will consider case-controlled studies that focused on exploring the impacts of CAC for DA. Two authors will perform study selection, information collection and risk of bias assessment, respectively. Any discrepancies between 2 authors will be resolved through discussion with a third author. RESULTS This study will summarize the most recent evidence to assess the impact of CAC for DA. CONCLUSION The findings of this study will provide evidence of CAC for DA in clinical practice. SYSTEMATIC REVIEW REGISTRATION INPLASY202040042.
Collapse
Affiliation(s)
- Qi Li
- Department of Endoscopy Center, Dashiqiao Central Hospital, Dashiqiao
| | - Hai-de Gao
- Department of Digestive Surgery, The Medical Group of Zhengzhou First People's Hospital, Zhengzhou, 450004, China
| | - Chun-Cheng Liu
- Department of Digestive Surgery, The Medical Group of Zhengzhou First People's Hospital, Zhengzhou, 450004, China
| | - Hao Zhang
- Department of Digestive Surgery, The Medical Group of Zhengzhou First People's Hospital, Zhengzhou, 450004, China
| | - Xun-Hai Li
- Department of Digestive Surgery, The Medical Group of Zhengzhou First People's Hospital, Zhengzhou, 450004, China
| | - Jia Wu
- Department of Digestive Surgery, The Medical Group of Zhengzhou First People's Hospital, Zhengzhou, 450004, China
| | - Xian-Kai Zhang
- Department of Digestive Surgery, The Medical Group of Zhengzhou First People's Hospital, Zhengzhou, 450004, China
| |
Collapse
|
28
|
Cavicchi M, Tharsis G, Burtin P, Cattan P, Venezia F, Tordjman G, Gillet A, Samama J, Nahon-Uzan K, Karsenti D. Difference in Physician- and Patient-Dependent Factors Contributing to Adenoma Detection Rate and Serrated Polyp Detection Rate. Dig Dis Sci 2019; 64:3579-3588. [PMID: 31471862 DOI: 10.1007/s10620-019-05808-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Accepted: 08/15/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND Adenoma detection rate (ADR) is correlated with the risk of interval colorectal cancer and is considered as a quality benchmark for colonoscopy. Serrated polyp detection rate (SPDR) might be a more stringent indicator of quality in polyp detection. AIMS To evaluate in a 2-year monocentric observational study patient-dependent and endoscopist-dependent factors influencing ADR and SPDR in daily practice. METHODS We determined ADR and SPDR. We collected patient-dependent factors and endoscopist-dependent factors. Links between these data and detection rates were assessed by uni- and multivariate analysis. RESULTS A total of 11682 colonoscopies were performed (female: 54.3%; male: 45.7%; median age 58) by 30 endoscopists (female: 9; male: 21). ADR and SPDR were 29.2% and 8%, respectively. In multivariate analysis, ADR was associated with patient-dependent factors: age (OR 1.044, CI 95% 1.040-1.048), male gender (OR 1.7, CI 95% 1.56-1.85), personal history of polyp/cancer (OR 1.53, CI 95% 1.3-1.9), and positive fecal immunochemical test (OR 2.47, CI 95% 2.0-3.1). In multivariate analysis, SPDR was associated with withdrawal time (OR 1.25, CI 95% 1.17-1.32), low volume activity (OR 1.3, CI 95% 1.1-1.52), and personal history of polyp/cancer (OR 1.61, CI 95% 1.15-2.25). CONCLUSION In this large series of routine colonoscopies, we found that ADR was mainly driven by patient-dependent conditions, i.e., age, male gender, colonoscopy indication for positive FIT, and a personal history of polyp or cancer. In contrast, SPDR was mainly related to endoscopist-dependent factor, i.e., withdrawal time and low volume activity.
Collapse
Affiliation(s)
- Maryan Cavicchi
- Endoscopy Unit, Clinique de Paris-Bercy, 9 Quai de Bercy, 94220, Charenton le Pont, France.
| | - Gaëlle Tharsis
- Endoscopy Unit, Clinique de Paris-Bercy, 9 Quai de Bercy, 94220, Charenton le Pont, France
| | - Pascal Burtin
- Gastroenterology Unit, Gustave Roussy, 114, Rue Edouard-Vaillant, 94805, Villejuif Cedex, France
| | - Philippe Cattan
- Endoscopy Unit, Clinique de Paris-Bercy, 9 Quai de Bercy, 94220, Charenton le Pont, France
| | - Franck Venezia
- Endoscopy Unit, Clinique de Paris-Bercy, 9 Quai de Bercy, 94220, Charenton le Pont, France
| | - Gilles Tordjman
- Endoscopy Unit, Clinique de Paris-Bercy, 9 Quai de Bercy, 94220, Charenton le Pont, France
| | - Agnès Gillet
- Endoscopy Unit, Clinique de Paris-Bercy, 9 Quai de Bercy, 94220, Charenton le Pont, France
| | - Joëlle Samama
- Endoscopy Unit, Clinique de Paris-Bercy, 9 Quai de Bercy, 94220, Charenton le Pont, France
| | - Karine Nahon-Uzan
- Endoscopy Unit, Clinique de Paris-Bercy, 9 Quai de Bercy, 94220, Charenton le Pont, France
| | - David Karsenti
- Endoscopy Unit, Clinique de Paris-Bercy, 9 Quai de Bercy, 94220, Charenton le Pont, France
| |
Collapse
|
29
|
Simethicone decreases bloating and improves bowel preparation effectiveness: a systematic review and meta-analysis. Surg Endosc 2019; 33:3899-3909. [PMID: 31451919 DOI: 10.1007/s00464-019-07066-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Accepted: 08/14/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND Simethicone is an adjunct frequently used during bowel preparation before colonoscopy and currently there is no consensus on whether it should be recommended in standard bowel preparation. We performed a systematic review and meta-analysis to determine the effect simethicone has on bowel cleanliness, adenoma detection rate (ADR), and tolerability. METHODS We searched the literature for studies that compared colon cleansing of patients that received standard bowel preparation alone and in combination with simethicone prior to colonoscopy. The primary outcomes were colon cleanliness, ADR, and tolerability. RESULTS Sixteen randomized controlled trials with 5630 patients were included in meta-analysis. Overall, polyethylene glycol (PEG) with simethicone improves colon cleansing compared with PEG alone (odds ratio [OR] 1.48, CI 1.11 to 1.97, P = 0.008). This improvement was seen for single dosing (OR 1.83, CI 1.20 to 2.79, P = 0.005) but not for split dosing (OR 1.32, CI 0.72 to 2.43, P = 0.38). Overall, simethicone had no effect on ADR (OR 1.22, CI 0.81 to 1.83, P = 0.33), but in patients receiving single dosing, simethicone significantly increased ADR (OR 1.96, CI 1.22 to 3.16, P = 0.005). The rates of nausea (OR 0.96, CI 0.75 to 1.24, P = 0.75), vomiting (OR 1.00, CI 0.69 to 1.44, P = 0.99), and abdominal pain (OR 0.69, CI 0.40 to 1.18, P = 0.17) were not significantly different between PEG and PEG + simethicone cohorts. For abdominal bloating, the PEG cohort had greater odds of experiencing bloating than the PEG + simethicone cohort (OR 2.33, CI 1.70 to 3.20, P < 0.00001). CONCLUSIONS Simethicone improves colon cleanliness and ADR; however, this improvement is not seen in patients receiving split-dose PEG. Furthermore, simethicone decreases abdominal bloating but has no effect on nausea, vomiting, and abdominal pain. Simethicone may be a useful bowel preparation adjunct in patients unable to receive split-dose PEG.
Collapse
|
30
|
Nally DM, Ballester AW, Valentelyte G, Kavanagh DO. The contribution of endoscopy quality measures to the development of interval colorectal cancers in the screening population: a systematic review. Int J Colorectal Dis 2019; 34:123-140. [PMID: 30374522 DOI: 10.1007/s00384-018-3182-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/22/2018] [Indexed: 02/04/2023]
Abstract
BACKGROUND Colon cancer is the second most common cause of cancer-related death and an important cause of morbidity. The natural history of carcinogenesis, via the adenoma-carcinoma sequence, permits screening, which reduces the relative risk of mortality by up to 16%. The efficacy of a screening programme is limited by the growth of interval colorectal cancers between screening examinations. Quantifying the rate of interval cancers and delineating contributing endoscopic factors are crucial to maximise the benefit of a screening program. METHODS A systematic review was performed in accordance with PRISMA principles. Electronic databases were interrogated with a considered search strategy, and reference lists of retrieved papers were surveyed. For inclusion, studies included the rate of interval cancer (stated or calculated) and reported at least one of a predefined list of endoscopy characteristics. The primary outcome was to establish the rate of interval cancers. The secondary outcome was to determine the association between endoscopy quality measures and interval cancers. RESULTS The search yielded 2067 papers. Seventy-six full text papers were reviewed. Fifteen papers met the inclusion criteria. In total, there were 117,793 colon cancers, 7281 of which were interval lesions, giving an overall rate of 6.2%. The adenoma detection rate (ADR) of the endoscopist performing the index operation was the most consistent endoscopy factor associated with development of interval cancers. The impact of setting, volume and bowel preparation varied between papers. CONCLUSION Interval cancers reduce the efficacy of colorectal screening programmes. Ensuring the quality of the endoscopy process, specifically by increasing the ADR of practitioners, is crucial to the reduction of the rate of interval cancers.
Collapse
Affiliation(s)
- Deirdre M Nally
- Department of Surgical Affairs, 2nd Floor, Royal College of Surgeons of Ireland, 121 St. Stephen's Green, Dublin 2, Ireland.
| | - Athena Wright Ballester
- Department of Surgical Affairs, 2nd Floor, Royal College of Surgeons of Ireland, 121 St. Stephen's Green, Dublin 2, Ireland
| | - Gintare Valentelyte
- Department of Health Outcomes Research, Royal College of Surgeons, Beaux Lane House, Mercer Street Lower, Dublin 2, Ireland
| | - Dara O Kavanagh
- Department of Surgical Affairs, 2nd Floor, Royal College of Surgeons of Ireland, 121 St. Stephen's Green, Dublin 2, Ireland
| |
Collapse
|
31
|
Umar SB, Ramirez FC. The proof is in the pudding: improving adenoma detection rates reduces interval colon cancer development. Transl Gastroenterol Hepatol 2017; 2:99. [PMID: 29264437 DOI: 10.21037/tgh.2017.11.10] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Accepted: 11/15/2017] [Indexed: 12/27/2022] Open
Affiliation(s)
- Sarah B Umar
- Division of Gastroenterology and Hepatology, Mayo Clinic, Arizona, USA
| | | |
Collapse
|