Colorectal polyp

结直肠息肉
  • 文章类型: Journal Article
    目的:本研究的目的是比较结肠镜(CS)和CT结肠造影(CTC)在以病理大小为参考的结直肠息肉测量中的准确性。
    方法:分析包括在我们机构接受术前CTC的28例患者的61例结直肠息肉。所有息肉均经内镜切除。通过CS和CTC测量息肉大小。从两位内窥镜医师之一撰写的内窥镜检查记录中提取内窥镜息肉大小(A为11,B为6年内窥镜检查经验,分别),谁在没有任何测量设备的情况下视觉/分类地估计尺寸。匹配位置后,在CTC上使用工作站上的手动三维(3D)测量息肉大小.病理检查后,还测量了切除的息肉的大小。CTC和组织学之间息肉大小的差异,使用配对t检验比较CS和组织学之间的差异。还分析了两位内窥镜医师之间的测量差异。
    结果:使用CS测量的息肉的平均直径,反恐委员会,病理为10.5毫米,9.2mm,和8.4毫米,分别。CS与病理有显著的相关性,以及CTC和病理之间(均P<0.0001)。CS的相关系数(r=0.86)低于CTC的相关系数(r=0.96)。内窥镜医师A和B的CS与病理之间的相关性分别为0.90和0.89。
    结论:与CS相比,使用CTC测量的息肉大小更接近病理测量,表现出更大的变异性。这表明,如果患者同时接受CTC和结肠镜检查,则CTC可能更适合于临床环境中的息肉大小测量。
    OBJECTIVE: The aim of this study was to compare the accuracy of colonoscopy (CS) and CT colonography (CTC) in the measurement of colorectal polyps using pathological size as a reference.
    METHODS: The analysis included 61 colorectal polyps in 28 patients who underwent preoperative CTC at our institution. All polyps were endoscopically resected. Polyp sizes were measured by CS and CTC. Endoscopic polyp size was extracted from endoscopy records written by one of two endoscopists (A with 11 and B with 6 years of endoscopic experience, respectively), who estimated the size visually/categorically without any measuring devices. After matching the location, the polyp size was measured on CTC using manual three-dimensional (3D) measurement on a workstation. The sizes of resected polyps were also measured after pathological inspection. Differences of the polyp size between CTC and histology, and between CS and histology were compared using paired t tests. Differences in measurement between the two endoscopists were also analyzed.
    RESULTS: The mean diameters of polyps measured using CS, CTC, and pathology were 10.5 mm, 9.2 mm, and 8.4 mm, respectively. There was a significant correlation between CS and pathology, as well as between CTC and pathology (both P < 0.0001). The correlation coefficient for CS (r = 0.86) was lower than that for CTC (r = 0.96). The correlations between CS and pathology for endoscopists A and B were 0.90 and 0.89, respectively.
    CONCLUSIONS: Measurements of polyp size using CTC were closer to the pathological measurements compared to those by CS, which exhibited greater variability. This suggests that CTC may be more suitable for polyp size measurements in the clinical setting if patients undergo CTC concurrently with colonoscopy.
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  • 文章类型: Journal Article
    结肠胶囊内窥镜检查(CCE)已成为研究下胃肠道的替代方法。在剩下的几个挑战中,不同时间戳下息肉的比较和最终匹配会导致双重报告的可能性,并可能导致假阳性结果和不准确性.随着人工智能整合的迫在眉睫,由于缺乏有关空间方向的信息,双重报告同一息肉的风险强调了建立息肉匹配标准的必要性。
    本兰德/加州大学,洛杉矶(改良的Delphi)流程旨在确定用于在CCE视频中匹配息肉的关键因素或组件。这涉及探索每个因素的属性,以根据国际专家共识创建全面的息肉匹配标准。
    使用调查的系统定性研究。
    一个由11名国际CCE专家组成的小组召集起来评估一项由60份声明组成的调查。参与者匿名在1-9量表(1-3:不合适,4-6:不确定,7-9:适当)。在对第一轮结果进行虚拟小组讨论之后,在最终分析之前,制定并完成了第二轮调查。
    同意对息肉匹配至关重要的因素包括(1)时间戳,(2)息肉定位,(3)息肉血管形态,(4)息肉大小,(5)绿色和黄色相机之间息肉外观的时间间隔,(6)周围组织,(7)息肉形态和(8)息肉表面和轮廓。当满足五个或更多因素时,人们一致认为,比较息肉可能是同一息肉。
    这项研究为CCE中的息肉匹配建立了第一个完整的标准。虽然它可能无法为匹配困难提供明确的解决方案,小而普通的息肉,这些标准是指导和促进息肉匹配过程的框架。
    在结肠胶囊视频分析上创建匹配息肉(肠道异常生长)的标准和标准:使用RAND(改良的Delphi过程)过程的国际专家协议背景:医生经常使用结肠胶囊内窥镜检查(CCE),一个有两个摄像头的高科技胶囊,当胶囊通过肠道时,记录和检查小肠和大肠的疾病。大肠最常见的疾病之一是息肉,是肠壁的异常生长。比较和匹配来自胶囊的同一视频中的息肉可能很棘手,因为它们看起来非常相似,导致错误报告同一息肉两次或更多次的可能性。这可能导致错误的结果和不准确。之前文献没有任何CCE中匹配息肉的标准或标准。目的:使用RAND/UCLA(修改后的Delphi)流程,本研究旨在确定CCE视频中用于匹配息肉的关键因素或组件.目标是探索每个因素,并根据国际专家的协议创建完整的息肉匹配标准。方法:由11名国际CCE专家组成的小组共同评估了一项包含60个陈述的调查。他们以1到9的等级对每个陈述进行匿名评级(1-3:不合适,4-6:不确定,和7-9:适当)。在几乎讨论了第一轮结果之后,在最终分析他们的协议之前,创建并完成了具有相同但经过修订的问题的第二轮调查。结果:匹配息肉的主要因素是1)息肉出现的时间,2)它在肠道中的地方,3)它的血管模式,4)尺寸,5)相机之间出现的时间,6)周围组织特征,7)它的形状,和8)表面特征。如果这些因素中的五个或更多匹配,比较的息肉可能是相同的。结论:本研究建立了第一个完整的CCE息肉匹配标准。虽然它可能无法为匹配挑战性和小息肉提供明确的解决方案,这些标准可作为帮助和使息肉匹配过程更容易的指南。
    UNASSIGNED: Colon capsule endoscopy (CCE) has gained momentum as an alternative modality for the investigation of the lower gastrointestinal tract. Of the few challenges that remain, the comparison and - eventually - matching of polyps at different timestamps leads to the potential for double reporting and can contribute to false-positive findings and inaccuracies. With the impending artificial intelligence integration, the risk of double reporting the same polyp due to the lack of information on spatial orientation underscores the necessity for establishing criteria for polyp matching.
    UNASSIGNED: This RAND/University of California, Los Angeles (modified Delphi) process aims to identify the key factors or components used to match polyps within a CCE video. This involves exploring the attributes of each factor to create comprehensive polyp-matching criteria based on international expert consensus.
    UNASSIGNED: A systematic qualitative study using surveys.
    UNASSIGNED: A panel of 11 international CCE experts convened to assess a survey comprised of 60 statements. Participants anonymously rated statement appropriateness on a 1-9 scale (1-3: inappropriate, 4-6: uncertain and 7-9: appropriate). Following a virtual group discussion of the Round 1 results, a Round 2 survey was developed and completed before the final analysis.
    UNASSIGNED: The factors that were agreed to be essential for polyp matching include (1) timestamp, (2) polyp localization, (3) polyp vascular pattern, (4) polyp size, (5) time interval of the polyp appearance between the green and yellow camera, (6) surrounding tissue, (7) polyp morphology and (8) polyp surface and contour. When five or more factors are satisfied, it was agreed that the comparing polyps are likely the same polyp.
    UNASSIGNED: This study has established the first complete criteria for polyp matching in CCE. While it might not provide a definitive solution for matching difficult, small and common polyps, these criteria serve as a framework to guide and facilitate the process of polyp-matching.
    Creating criteria and standards for matching polyps (abnormal growth in the bowels) on colon capsule video analysis: an international expert agreement using the RAND (modified Delphi process) process Background: Doctors often use colon capsule endoscopy (CCE), a high-tech capsule with two cameras, to record and check for diseases in the small and large bowels as the capsule travels through the intestines. One of the most common conditions in the large bowel is polyps, which are abnormal growths in the lining of the bowel. Comparing and matching polyps in the same video from the capsule can be tricky as they look very similar, leading to the possibility of incorrectly reporting the same polyp twice or more. This can lead to wrong results and inaccuracies. The literature did not have any criteria or standards for matching polyps in CCE before. Aim: Using the RAND/UCLA (modified Delphi) process, this study aims to identify the key factors or components used to match polyps within a CCE video. The goal is to explore each factor and create complete criteria for polyp matching based on the agreement from international experts. Method: A group of 11 international CCE experts came together to evaluate a survey with 60 statements. They anonymously rated each statement on a scale from 1 to 9 (1-3: inappropriate, 4-6: uncertain, and 7-9: appropriate). After discussing the Round 1 results virtually, a Round 2 survey with the same but revised questions was created and completed before the final analysis of their agreement. Results: The main factors for matching polyps are 1) the timing when the polyp was seen, 2) where it is in the bowel, 3) its blood vessel pattern, 4) size, 5) the timing of its appearance between cameras, 6) surrounding tissue features, 7) its shape, and 8) surface features. If five or more of these factors match, the compared polyps are likely the same. Conclusion: This study establishes the first complete criteria for matching polyps in CCE. While it may not provide a definitive solution for matching challenging and small polyps, these criteria serve as a guide to help and make the process of polyp matching easier.
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  • 文章类型: Journal Article
    背景:我们检查了seAFOod试验参与者载脂蛋白E(APOE)基因型与n-3高度不饱和脂肪酸(HUFA)水平之间的关系,在切除结直肠息肉后接受结肠镜检查的患者。
    方法:n-3HUFA的基线和治疗(二十碳五烯酸[EPA]每天2g或安慰剂,持续6个月)水平,和血浆18-羟基二十碳五烯酸(HEPE),根据584名参与者的APOE基因型(基于rs429358和rs7412多态性)进行分析。
    结果:治疗前,APOE2/2个体的水平较低,APOE4/4参与者的水平更高,n-3HUFAs,包括EPA,比APOE3/3对应物(APOE2/2与APOE4/4比较P<0.01)。补充EPA后,当按APOE基因型分层时,n-3HUFA水平没有显着差异,尽管APOE4携带者的血浆18-HEPE水平低于无APOE4等位基因的个体(P=0.002)。
    结论:APOE基因型与多发性结直肠息肉患者的n-3HUFA和18-HEPE水平差异相关。
    BACKGROUND: We examined the relationship between Apolipoprotein E (APOE) genotype and n-3 highly unsaturated fatty acid (HUFA) levels in participants of the seAFOod trial, who were undergoing colonoscopy surveillance after removal of colorectal polyps.
    METHODS: Baseline and on-treatment (eicosapentaenoic acid [EPA] 2 g daily or placebo for 6 months) levels of n-3 HUFAs, and plasma 18-hydroxyeicosapentaenoic acid (HEPE), were analysed according to APOE genotype (based on polymorphisms rs429358 and rs7412) in 584 participants.
    RESULTS: Before treatment, APOE2/2 individuals had lower levels, and APOE4/4 participants had higher levels, of n-3 HUFAs, including EPA, than APOE3/3 counterparts (P < 0.01 for the APOE2/2 versus APOE4/4 comparison). After EPA supplementation, n-3 HUFA levels were not significantly different when stratified by APOE genotype, although APOE4 carriers displayed lower plasma 18-HEPE levels than individuals without an APOE4 allele (P = 0.002).
    CONCLUSIONS: APOE genotype is associated with differential n-3 HUFA and 18-HEPE levels in individuals with multiple colorectal polyps.
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  • 文章类型: Journal Article
    结肠镜检查是检测和切除腺瘤或早期癌症以降低结直肠癌发病率和死亡率的金标准。在最近的一项观察研究中,据报道,纹理和彩色增强成像(TXI)可改善结肠镜检查期间的息肉检测.这项涉及六个日本机构的随机对照试验旨在证实TXI在结肠镜检查期间检测结直肠病变方面优于标准白光成像(WLI)。在为期一年的研究期间,将招募960名患者,TXI和WLI组480例患者。主要终点是每个程序检测到的腺瘤的平均数量。次要终点包括腺瘤检出率,晚期腺瘤检出率,息肉检出率,扁平息肉检出率,抑郁病变检出率,每次手术检测到的平均息肉,无柄锯齿状病变(SSL)检出率,每个程序检测到的平均SSLs和不良事件。
    Colonoscopy is the gold standard for detecting and resecting adenomas or early stage cancers to reduce the incidence and mortality rates of colorectal cancer. In a recent observational study, texture and color enhancement imaging (TXI) was reported to improve polyp detection during colonoscopy. This randomized controlled trial involving six Japanese institutions aims to confirm the superiority of TXI over standard white-light imaging (WLI) in detecting colorectal lesions during colonoscopy. During the 1-year study period, 960 patients will be enrolled, with 480 patients in the TXI and WLI groups. The primary endpoint is the mean number of adenomas detected per procedure. The secondary endpoints include adenoma detection rate, advanced adenoma detection rate, polyp detection rate, flat polyp detection rate, depressed lesion detection rate, mean polyps detected per procedure, sessile serrated lesion (SSL) detection rate, mean SSLs detected per procedure and adverse events.
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  • 文章类型: Journal Article
    目的:本研究提出了一种新颖的计算机辅助诊断(CADx),旨在使用白光成像(WLI)对大肠息肉进行光学诊断。我们旨在评估CADx的有效性及其在具有不同专业知识水平的内窥镜医师中的辅助作用。
    方法:我们收集了2,324张肿瘤和3,735张非肿瘤息肉WLI图像进行模型训练,和740名患者的838张结肠直肠息肉图像进行模型验证。我们比较了在WLI和窄带成像(NBI)下CADx与15位内窥镜医师的诊断准确性。还评估了CADx对不同经验水平的内窥镜医师和识别不同类型的结直肠息肉的辅助益处。
    结果:CADx的光学诊断准确率为84.49%,在所有内窥镜医师中表现出相当大的优势,无论使用WLI还是NBI(P<0.001)。CADx的辅助将内窥镜医师的诊断准确率从68.84%提高到77.49%(P=0.001),在新手内窥镜医师中观察到的影响最大。值得注意的是,使用CADx辅助WLI的新手在没有这种帮助的情况下优于初级和专家内窥镜医师。
    结论:CADx在显著提高WLI下结直肠息肉的光学诊断精度方面发挥了关键作用,并且对新手内镜医师显示出最大的辅助益处。
    OBJECTIVE: This study presents a novel computer-aided diagnosis (CADx) designed for optically diagnosing colorectal polyps using white light imaging (WLI).We aimed to evaluate the effectiveness of the CADx and its auxiliary role among endoscopists with different levels of expertise.
    METHODS: We collected 2,324 neoplastic and 3,735 nonneoplastic polyp WLI images for model training, and 838 colorectal polyp images from 740 patients for model validation. We compared the diagnostic accuracy of the CADx with that of 15 endoscopists under WLI and narrow band imaging (NBI). The auxiliary benefits of CADx for endoscopists of different experience levels and for identifying different types of colorectal polyps was also evaluated.
    RESULTS: The CADx demonstrated an optical diagnostic accuracy of 84.49%, showing considerable superiority over all endoscopists, irrespective of whether WLI or NBI was used (P < 0.001). Assistance from the CADx significantly improved the diagnostic accuracy of the endoscopists from 68.84% to 77.49% (P = 0.001), with the most significant impact observed among novice endoscopists. Notably, novices using CADx-assisted WLI outperform junior and expert endoscopists without such assistance.
    CONCLUSIONS: The CADx demonstrated a crucial role in substantially enhancing the precision of optical diagnosis for colorectal polyps under WLI and showed the greatest auxiliary benefits for novice endoscopists.
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  • 文章类型: Journal Article
    直肠乙状结肠小息肉(<10毫米)普遍存在,晚期肿瘤病变的患病率较低。“诊断并离开”策略,采用窄带成像(NBI),通过减少息肉切除术并发症和最小化组织病理学费用,其安全性和成本效益越来越受欢迎。这项研究评估了具有双焦点(DF)放大倍数的NBI对直肠乙状结肠息肉的实时肿瘤预测的诊断功效,并探讨了在越南实施该策略的可行性。
    在一项前瞻性单中心研究中,使用三种连续的内窥镜模式对245例患者的307例直肠乙状结肠息肉进行了分析:白光内窥镜(WLE),NBI,NBI-DF内镜医师评估息肉的大小,location,宏观形状,光学诊断,和组织病理学评估前的置信水平。当息肉表现出单一组织学类型的所有特征时,分配高置信度。将预测与最终组织病理学结果进行比较。
    在总数中,237例(77.2%)为小(≤5mm)息肉,18例(5.8%)为晚期肿瘤性病变。与WLE相比,WLE+NBI和WLE+NBI+NBI-DF表现出更高的准确性(88.6%和90.2%vs74.2%,P<0.01)。对于小型息肉,DF模式显著提高了高置信度光学诊断率(89.1%vs94.9%,P<0.001)。WLE+NBI+NBI-DF表现出高灵敏度(90.1%),特异性(95.5%),高置信度预测中的阴性预测值(93.4%),启用“诊断并离开”策略的实施。这种方法可以减少58.2%的不必要的息肉切除术,而不会错过任何晚期肿瘤病变。
    NBI和DF模式为直肠乙状结肠息肉提供了准确的肿瘤预测。对于小型息肉,DF放大率提高了光学诊断的置信水平,允许安全实施“诊断并离开”策略。
    UNASSIGNED: Small rectosigmoid colorectal polyps (<10 mm) are prevalent, with a low prevalence of advanced neoplastic lesions. The \"diagnose-and-leave\" strategy, employing narrow band imaging (NBI), is gaining popularity for its safety and cost-effectiveness by reducing polypectomy complications and minimizing histopathology expenses. This study assessed the diagnostic efficacy of NBI with dual focus (DF) magnification for real-time neoplastic prediction of rectosigmoid polyps and explored the feasibility of implementing this strategy in Vietnam.
    UNASSIGNED: In a prospective single-center study, 307 rectosigmoid polyps from 245 patients were analyzed using three consecutive endoscopic modes: white light endoscopy (WLE), NBI, and NBI-DF. Endoscopists assessed polyps for size, location, macroscopic shape, optical diagnosis, and confidence levels before histopathological evaluation. High confidence was assigned when the polyp exhibited all features of a single histology type. Predictions were compared with final histopathology results.
    UNASSIGNED: Of the total, 237 (77.2%) were diminutive (≤5 mm) polyps, and 18 (5.8%) were advanced neoplastic lesions. WLE + NBI and WLE + NBI + NBI-DF exhibited significantly higher accuracy compared to WLE (88.6% and 90.2% vs 74.2%, P < 0.01). For diminutive polyps, the DF mode significantly increased the rate of high-confidence optical diagnoses (89.1% vs 94.9%, P < 0.001). WLE + NBI + NBI-DF demonstrated high sensitivity (90.1%), specificity (95.5%), and negative predictive value (93.4%) in high-confidence predictions, enabling the implementation of the \"diagnose-and-leave\" strategy. This approach would have reduced 58.2% of unnecessary polypectomies without missing any advanced neoplastic lesions.
    UNASSIGNED: NBI and DF modes provide accurate neoplastic predictions for rectosigmoid polyps. For diminutive polyps, DF magnification improves the confidence level of the optical diagnosis, allowing the safe implementation of the \"diagnose-and-leave\" strategy.
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  • 文章类型: Journal Article
    目标:肥胖,代谢综合征,和高脂血症是结直肠肿瘤的危险因素。结直肠息肉被认为是结直肠癌(CRC)的潜在前体。这项研究旨在阐明血脂水平与结直肠息肉的存在之间的关系。
    方法:本研究在BasaksehirCam和SakuraCity医院进行,胃肠病外科诊所,伊斯坦布尔,土耳其。我们回顾性分析了在一个月内接受结肠镜检查的患者的血脂状况,为期一年。对各组进行高脂血症与息肉形成的相关性分析。研究组还根据息肉类型进行了评估,本地化,和数量。
    结果:在453名患者中,女性为248,男性为211,平均年龄为56.7。研究组和对照组涉及259和194名患者,分别。低密度脂蛋白胆固醇(LDL-C)的年龄和血清水平,总胆固醇(TC),和甘油三酯(TG)在息肉的存在和数量方面具有统计学意义(p<0.05)。
    结论:结直肠息肉是众所周知的CRC前体。我们发现血清低密度脂蛋白胆固醇水平升高,总胆固醇,甘油三酯可能是结肠直肠息肉存在的风险预测因子,这在癌症筛查中可能是有利的。
    OBJECTIVE: Obesity, metabolic syndrome, and hyperlipidemia are known as risk factors for colorectal tumors. Colorectal polyps are accepted as potential precursors of colorectal cancer (CRC). This study was designed to clarify the association between the levels of serum lipids and the presence of colorectal polyps.
    METHODS: This study was conducted at Basaksehir Cam and Sakura City Hospital, Gastroenterological Surgery Clinic, Istanbul, Turkey. We retrospectively analyzed patients who underwent colonoscopy with serum lipid profile within one month for a one-year period. Groups were analyzed in terms of the correlation between hyperlipidemia and the formation of polyps. The study group was also evaluated in terms of the polyp type, localization, and number.
    RESULTS: Among 453 patients, females were 248 and males were 211, with a mean age of 56.7. The study and control groups involved 259 and 194 patients, respectively. The age and serum levels of low-density lipoprotein cholesterol (LDL-C), total cholesterol (TC), and triglyceride (TG) were found to be statistically significant in terms of polyp presence and number (p < 0.05).
    CONCLUSIONS: Colorectal polyps are well-known precursors of CRC. We found that the combination of elevated serum levels of low-density lipoprotein cholesterol, total cholesterol, and triglycerides may be a risk predictor for the presence of colorectal polyps, which can be advantageous in cancer screening.
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  • 文章类型: Journal Article
    结肠镜检查被广泛用作诊断工具,直肠各种病理的筛查和治疗,结肠,和回肠末端。这项研究的目的是评估人口统计学,临床,以及在尼泊尔一家三级医院接受结肠镜检查的患者记录的组织学参数。
    这项回顾性横断面研究包括2015年至2019年在尼泊尔三级护理中心接受结肠镜检查的所有患者的医院记录。
    本研究共纳入1255条记录。年龄的平均值和标准差分别为43.8和19岁,分别。在整个研究人群中,61.9%为男性,38.1%为女性。结肠镜检查的常见指征包括下消化道出血(27.7%),排便习惯改变(26.9%)和持续性或复发性腹痛(17.3%)。接受结肠镜检查的患者中只有3%的肠道准备不足。结肠镜检查的总诊断率为57.5%。结肠镜检查期间的发现包括结直肠息肉(19.4%),内痔(8.2%)和结肠炎(6.5%)。年龄在50岁或以上与结直肠腺癌的存在显着相关(P=0.017,χ2检验),比值比为2.35(95%CI:1.14,4.89)。此外,发现女性与结直肠腺癌的存在显著相关(P=0.012,χ2检验),比值比为2.43(95%CI:1.19,4.97).
    在作者\'研究中,较小比例的结肠镜检查旨在筛查结直肠癌(CRC),与发达国家的研究相比。作者研究中CRC的性别倾向与全球趋势相反。作者建议开展研究,以确定尼泊尔人群中CRC筛查的危险因素和必要性。
    UNASSIGNED: Colonoscopy is widely used as a tool for diagnosis, screening and treatment of various pathologies in the rectum, colon, and terminal ileum. The aim of this study is to evaluate the demographic, clinical, and histological parameters of the records of patients undergoing colonoscopy at a tertiary care hospital in Nepal.
    UNASSIGNED: This retrospective cross-sectional study included the hospital records of all patients who underwent colonoscopy from 2015 to 2019 in a tertiary care centre in Nepal.
    UNASSIGNED: A total of 1255 records were included in the study. The mean and standard deviation of age were 43.8 and 19 years, respectively. Among the total study population, 61.9% were males and 38.1% were females. Common indications for colonoscopy included lower gastrointestinal bleeding (27.7%), altered bowel habit (26.9%) and persistent or recurrent abdominal pain (17.3%). Only 3% of the patients who underwent colonoscopy had inadequate bowel preparation. The overall diagnostic yield of colonoscopy was 57.5%. Findings during colonoscopy included colorectal polyp (19.4%), internal haemorrhoids (8.2%) and colitis (6.5%). Having an age of 50 or more years was significantly associated with the presence of colorectal adenocarcinoma (P=0.017, χ2 test) with an odds ratio of 2.35 (95% CI: 1.14, 4.89). Furthermore, having a female sex was found to be significantly associated with the presence of colorectal adenocarcinoma (P=0.012, χ2 test) with an odds ratio of 2.43 (95% CI: 1.19, 4.97).
    UNASSIGNED: In the authors\' study, a smaller proportion of the colonoscopies was aimed at screening for colorectal carcinoma (CRC), when compared to studies in developed countries. The sex predisposition of CRC in the authors\' study is in contrast to the global trend. The authors recommend conducting studies to determine the risk factors and need for CRC screening in the Nepalese population.
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  • 文章类型: Journal Article
    背景:息肉检测和定位是结肠镜检查的重要任务。基于U型网络的卷积神经网络对生物医学图像取得了显著的分割性能,但是缺乏长期依赖建模限制了它们的接受领域。
    目的:我们的目标是开发和测试一种新的息肉分割架构,它利用远程依赖建模来学习本地信息。
    方法:开发了一种新颖的体系结构,该体系结构与多尺度嵌套UNet结构集成变压器相结合,用于息肉分割。所提出的网络利用CNN和变换器来提取不同的特征信息。转换器层嵌入在U形网的编码器和解码器之间,以学习显式的全局上下文和远程语义信息。为了解决变异息肉大小的挑战,提出了一种MSFF单元来融合具有多个分辨率的特征。
    结果:使用四个公共数据集和一个内部数据集来训练和测试模型性能。还进行了消融研究以验证模型的每个组件。对于数据集Kvasir-SEG和CVC-ClinicDB,所提出的模型的平均骰子得分分别为0.942和0.950,比其他方法更准确。为了展示不同方法的概括,我们处理了两个交叉数据集验证,所提出的模型获得了最高的平均骰子得分。结果表明,所提出的网络具有强大的学习和泛化能力,显着提高分割精度,优于最先进的方法。
    结论:在四个不同的公共和一个内部数据集上,所提出的模型比当前的方法产生了更准确的息肉分割。其不同大小的息肉分割能力显示了潜在的临床应用。
    BACKGROUND: Polyp detection and localization are essential tasks for colonoscopy. U-shape network based convolutional neural networks have achieved remarkable segmentation performance for biomedical images, but lack of long-range dependencies modeling limits their receptive fields.
    OBJECTIVE: Our goal was to develop and test a novel architecture for polyp segmentation, which takes advantage of learning local information with long-range dependencies modeling.
    METHODS: A novel architecture combining with multi-scale nested UNet structure integrated transformer for polyp segmentation was developed. The proposed network takes advantage of both CNN and transformer to extract distinct feature information. The transformer layer is embedded between the encoder and decoder of a U-shape net to learn explicit global context and long-range semantic information. To address the challenging of variant polyp sizes, a MSFF unit was proposed to fuse features with multiple resolution.
    RESULTS: Four public datasets and one in-house dataset were used to train and test the model performance. Ablation study was also conducted to verify each component of the model. For dataset Kvasir-SEG and CVC-ClinicDB, the proposed model achieved mean dice score of 0.942 and 0.950 respectively, which were more accurate than the other methods. To show the generalization of different methods, we processed two cross dataset validations, the proposed model achieved the highest mean dice score. The results demonstrate that the proposed network has powerful learning and generalization capability, significantly improving segmentation accuracy and outperforming state-of-the-art methods.
    CONCLUSIONS: The proposed model produced more accurate polyp segmentation than current methods on four different public and one in-house datasets. Its capability of polyps segmentation in different sizes shows the potential clinical application.
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  • 文章类型: Review
    在结直肠肿瘤中异位骨化(HO)的生物学机制和潜在的临床影响尚不完全清楚。这项研究调查了与HO相关的结直肠肿瘤的临床病理特征,并研究了骨形态发生蛋白(BMP)途径在HO发展中的潜在作用。对表现出HO及其与共有分子亚型(CMS)的关联的结肠直肠癌(CRC)进行基于人工智能(AI)的分类。该研究通过荷兰全国病理学数据库纳入了77例病例。对BMP2、SMAD4和Osterix进行免疫组织化学。AI算法评估肿瘤-基质比率以近似CMS。文献检索产生了96例病例报告,对其进行了分析,并与我们的病例进行了临床病理参数比较。HO在我们的队列中更常见地观察到传统的锯齿状腺瘤(25%),肾小管绒毛状腺瘤(25%)和幼年性息肉(25%),而在文献中,它最常见于幼年性息肉(38.2%)和炎性息肉(29.4%)。在这两个队列中,大多数是常规癌(>60%),其次是粘液性和锯齿状腺癌.在直接围绕骨的肿瘤和/或基质细胞中观察到BMP2,SMAD4和Osterix的较高表达,表明BMP途径的激活。肿瘤基质分析指定>50%的病例为间充质亚型(CMS4)(59%)。HO对锯齿状和幼年/炎性息肉有好感,粘液和锯齿状腺癌。BMP信号被激活,似乎在结直肠肿瘤中HO的形成中起作用。符合与CMS4CRC相关的TGFβ/BMP途径激活,HO似乎与CMS4有关。
    The biological mechanisms and potential clinical impact of heterotopic ossification (HO) in colorectal neoplasms are not fully understood. This study investigates the clinicopathological characteristics of colorectal neoplasms associated with HO and examines the potential role of the bone morphogenetic protein (BMP) pathway in development of HO. An artificial intelligence (AI) based classification of colorectal cancers (CRC) exhibiting HO and their association with consensus molecular subtypes (CMS) is performed. The study included 77 cases via the Dutch nationwide Pathology databank. Immunohistochemistry for BMP2, SMAD4, and Osterix was performed. An AI algorithm assessed the tumour-stroma ratio to approximate the CMS. A literature search yielded 96 case reports, which were analysed and compared with our cases for clinicopathological parameters. HO was more frequently observed in our cohort in traditional serrated adenomas (25%), tubulovillous adenomas (25%) and juvenile polyps (25%), while in the literature it was most often seen in juvenile polyps (38.2%) and inflammatory polyps (29.4%). In both cohorts, carcinomas were mostly conventional (>60%) followed by mucinous and serrated adenocarcinomas. Higher expression of BMP2, SMAD4, and Osterix was observed in tumour and/or stromal cells directly surrounding bone, indicating activation of the BMP pathway. The tumour-stroma analysis appointed >50% of the cases to the mesenchymal subtype (CMS4) (59%). HO has a predilection for serrated and juvenile/inflammatory polyps, mucinous and serrated adenocarcinomas. BMP signalling is activated and seems to play a role in formation of HO in colorectal neoplasms. In line with TGFβ/BMP pathway activation associated with CMS4 CRC, HO seems associated with CMS4.
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