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Adjuvant treatment for locally advanced gastric cancer: an Asian perspective. 局部晚期胃癌的辅助治疗:亚洲视角。
IF 7.4 1区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-03-15 DOI: 10.1007/s10120-024-01484-8
Hyung-Don Kim, Min-Hee Ryu, Yoon-Koo Kang

Standard adjuvant treatment for locally advanced gastric cancer (LAGC) is regionally different. Whereas perioperative chemotherapy is the standard in Western populations, D2 gastrectomy followed by adjuvant chemotherapy has been the standard in East Asia. Recently, the pivotal phase 3 PRODIGY and RESOLVE studies have demonstrated survival benefits of adding neoadjuvant chemotherapy to surgery followed by adjuvant chemotherapy over up-front surgery followed by adjuvant chemotherapy in Asian patients. Based on these results, neoadjuvant chemotherapy is considered one of the viable options for patients with LAGC. In this review, various aspects of neoadjuvant chemotherapy will be discussed for its optimal application in Asia. Candidates for neoadjuvant chemotherapy should be carefully chosen in consideration of the inaccurate aspects of radiological clinical staging and its potential benefit over up-front surgery followed by a decision on adjuvant chemotherapy according to the pathological stage. Efforts should continuously be made to optimally apply neoadjuvant chemotherapy to patients with LAGC, considering various factors, including a more accurate radiological assessment of the tumor burden and the optimization of post-operative chemotherapy. Future neoadjuvant trials involving novel agents for Asian patients should be designed based on proven Asian regimens rather than adopting Western regimens.

局部晚期胃癌(LAGC)的标准辅助治疗因地区而异。在西方国家,围手术期化疗是标准治疗,而在东亚地区,D2胃切除术后辅助化疗一直是标准治疗。最近,PRODIGY 和 RESOLVE 两项关键性三期研究表明,在亚洲患者中,在手术后辅助化疗的基础上增加新辅助化疗比先行手术后辅助化疗更有利于患者生存。基于这些结果,新辅助化疗被认为是LAGC患者的可行方案之一。在这篇综述中,我们将讨论新辅助化疗的各个方面,以便在亚洲实现最佳应用。新辅助化疗的候选者应谨慎选择,考虑到放射学临床分期的不准确性及其与先期手术相比的潜在益处,然后根据病理分期决定是否进行辅助化疗。考虑到各种因素,包括对肿瘤负荷进行更准确的放射学评估和优化术后化疗,应继续努力优化 LAGC 患者的新辅助化疗。未来针对亚洲患者的新辅助化疗试验应基于成熟的亚洲方案,而不是采用西方方案。
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引用次数: 0
Correction: Ubiquitous mitochondrial creatine kinase promotes the progression of gastric cancer through a JNK-MAPK/JUN/HK2 axis regulated glycolysis. 更正:无处不在的线粒体肌酸激酶通过 JNK-MAPK/JUN/HK2 轴调控糖酵解促进胃癌的进展。
IF 7.4 1区 医学 Q1 Medicine Pub Date : 2024-05-01 DOI: 10.1007/s10120-024-01490-w
Yushuai Mi, Quanhui Li, Bingtian Liu, Dehai Wang, Ziping Liu, Tianshi Wang, Yuan Wang, Yifeng Zang, Yan Zhou, Yugang Wen, Yinlu Ding
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引用次数: 0
Racial disparities of gastric cancer in the USA: an overview of epidemiology, global screening guidelines, and targeted screening in a heterogeneous population. 美国胃癌的种族差异:流行病学、全球筛查指南和异质人群针对性筛查概述。
IF 7.4 1区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-03-04 DOI: 10.1007/s10120-024-01475-9
Jean Woo Mok, Yeong Ha Oh, Deepa Magge, Sekhar Padmanabhan

Gastric cancer is the fifth most common cancer diagnosis and fourth leading cause of cancer-related death globally. The incidence of gastric cancer in the USA shows significant racial and ethnic disparities with gastric cancer incidence in Korean Americans being over five times higher than in non-Hispanic whites. Since gastric cancer is not common in the USA, there are no current screening guidelines. In countries with higher incidences of gastric cancer, screening guidelines have been implemented for early detection and intervention and this has been associated with a reduction in mortality. Immigrants from high incidence countries develop gastric cancer at lower rates once outside of their country of origin, but continue to be at higher risk for developing gastric cancer. This risk does seem to decrease with subsequent generations. With increasing availability of endoscopy, initiating gastric cancer screening guidelines for high-risk groups can have the potential to improve survival by diagnosing and treating gastric cancer at an earlier stage. This article aims to provide context to gastric cancer epidemiology globally, review risk factors for developing gastric cancer, highlight racial and ethnic disparities in gastric cancer burden in the USA, examine current guidelines that exist in high incidence countries, and suggest future studies examining the efficacy of additional screening in high-risk populations to reduce gastric cancer mortality and disparate burden on ethnic minorities in the USA.

胃癌是全球第五大最常见的癌症诊断和第四大癌症相关死亡原因。在美国,胃癌的发病率显示出明显的种族和民族差异,韩裔美国人的胃癌发病率是非西班牙裔白人的五倍多。由于胃癌在美国并不常见,因此目前没有筛查指南。在胃癌发病率较高的国家,已经实施了筛查指南以进行早期检测和干预,这与死亡率的降低有关。来自高发病率国家的移民一旦离开原籍国,患胃癌的比例就会降低,但患胃癌的风险仍然较高。这种风险似乎随着后代的增加而降低。随着内镜检查的普及,针对高危人群启动胃癌筛查指南有可能通过早期诊断和治疗胃癌来提高生存率。本文旨在介绍全球胃癌流行病学的背景,回顾罹患胃癌的风险因素,强调美国胃癌负担中的种族和民族差异,研究高发病率国家的现行指南,并就未来研究提出建议,探讨在高危人群中开展额外筛查的有效性,以降低胃癌死亡率和美国少数民族的不平等负担。
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引用次数: 0
Clinical practice guidelines for esophagogastric junction cancer: Upper GI Oncology Summit 2023. 食管胃交界癌临床实践指南:2023 年上消化道肿瘤学峰会。
IF 7.4 1区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-02-22 DOI: 10.1007/s10120-023-01457-3
Yuko Kitagawa, Satoru Matsuda, Takuji Gotoda, Ken Kato, Bas Wijnhoven, Florian Lordick, Pradeep Bhandari, Hirofumi Kawakubo, Yasuhiro Kodera, Masanori Terashima, Kei Muro, Hiroya Takeuchi, Paul F Mansfield, Yukinori Kurokawa, Jimmy So, Stefan Paul Mönig, Kohei Shitara, Sun Young Rha, Yelena Janjigian, Daisuke Takahari, Ian Chau, Prateek Sharma, Jiafu Ji, Giovanni de Manzoni, Magnus Nilsson, Paulo Kassab, Wayne L Hofstetter, Elizabeth Catherine Smyth, Sylvie Lorenzen, Yuichiro Doki, Simon Law, Do-Youn Oh, Khek Yu Ho, Tomoyuki Koike, Lin Shen, Richard van Hillegersberg, Hisato Kawakami, Rui-Hua Xu, Zev Wainberg, Naohisa Yahagi, Yeong Yeh Lee, Rajvinder Singh, Min-Hee Ryu, Ryu Ishihara, Zili Xiao, Chika Kusano, Heike Irmgard Grabsch, Hiroki Hara, Ken-Ichi Mukaisho, Tomoki Makino, Mitsuro Kanda, Eisuke Booka, Sho Suzuki, Waku Hatta, Motohiko Kato, Akira Maekawa, Akihito Kawazoe, Shun Yamamoto, Izuma Nakayama, Yukiya Narita, Han-Kwang Yang, Masahiro Yoshida, Takeshi Sano
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引用次数: 0
Dietary intake of vitamin C and gastric cancer: a pooled analysis within the Stomach cancer Pooling (StoP) Project. 膳食中维生素 C 的摄入量与胃癌:胃癌汇总(StoP)项目的汇总分析。
IF 7.4 1区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-03-04 DOI: 10.1007/s10120-024-01476-8
Michele Sassano, Monireh Sadat Seyyedsalehi, Giulia Collatuzzo, Claudio Pelucchi, Rossella Bonzi, Monica Ferraroni, Domenico Palli, Guo-Pei Yu, Zuo-Feng Zhang, Lizbeth López-Carrillo, Nuno Lunet, Samantha Morais, David Zaridze, Dmitry Maximovich, Vicente Martín, Gemma Castano-Vinyals, Jesús Vioque, Sandra González-Palacios, Mary H Ward, Reza Malekzadeh, Mohammadreza Pakseresht, Raul Ulises Hernández-Ramirez, Malaquias López-Cervantes, Eva Negri, Federica Turati, Charles S Rabkin, Shoichiro Tsugane, Akihisa Hidaka, Areti Lagiou, Pagona Lagiou, M Constanza Camargo, Maria Paula Curado, Stefania Boccia, Carlo La Vecchia, Paolo Boffetta

Background: Previous studies suggest that dietary vitamin C is inversely associated with gastric cancer (GC), but most of them did not consider intake of fruit and vegetables. Thus, we aimed to evaluate this association within the Stomach cancer Pooling (StoP) Project, a consortium of epidemiological studies on GC.

Methods: Fourteen case-control studies were included in the analysis (5362 cases, 11,497 controls). We estimated odds ratios (ORs) and corresponding 95% confidence intervals (CIs) for the association between dietary intake of vitamin C and GC, adjusted for relevant confounders and for intake of fruit and vegetables. The dose-response relationship was evaluated using mixed-effects logistic models with second-order fractional polynomials.

Results: Individuals in the highest quartile of dietary vitamin C intake had reduced odds of GC compared with those in the lowest quartile (OR: 0.64; 95% CI: 0.58, 0.72). Additional adjustment for fruit and vegetables intake led to an OR of 0.85 (95% CI: 0.73, 0.98). A significant inverse association was observed for noncardia GC, as well as for both intestinal and diffuse types of the disease. The results of the dose-response analysis showed decreasing ORs of GC up to 150-200 mg/day of vitamin C (OR: 0.54; 95% CI: 0.41, 0.71), whereas ORs for higher intakes were close to 1.0.

Conclusions: The findings of our pooled study suggest that vitamin C is inversely associated with GC, with a potentially beneficial effect also for intakes above the currently recommended daily intake (90 mg for men and 75 mg for women).

背景:以往的研究表明,膳食中的维生素 C 与胃癌(GC)呈反向关系,但大多数研究并未考虑水果和蔬菜的摄入量。因此,我们旨在胃癌汇集(StoP)项目(胃癌流行病学研究联盟)中评估这种相关性:分析包括 14 项病例对照研究(5362 例病例,11497 例对照)。我们估算了膳食中维生素 C 摄入量与 GC 之间关系的几率比(ORs)和相应的 95% 置信区间(CIs),并对相关混杂因素以及水果和蔬菜的摄入量进行了调整。剂量-反应关系采用二阶分数多项式混合效应逻辑模型进行评估:结果:膳食维生素 C 摄入量最高四分位数的人与最低四分位数的人相比,患 GC 的几率有所降低(OR:0.64;95% CI:0.58,0.72)。对水果和蔬菜摄入量进行额外调整后,OR 值为 0.85(95% CI:0.73,0.98)。在非心绞痛性 GC 以及肠道型和弥漫型 GC 中均观察到了明显的负相关。剂量反应分析的结果显示,维生素 C 摄入量达到 150-200 毫克/天时,GC 的 ORs 下降(OR:0.54;95% CI:0.41,0.71),而维生素 C 摄入量越高,ORs 越接近 1.0:我们的汇总研究结果表明,维生素 C 与 GC 呈反向关系,摄入量超过目前推荐的每日摄入量(男性 90 毫克,女性 75 毫克)也可能产生有益影响。
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引用次数: 0
Diagnostic performance of deep-learning-based virtual chromoendoscopy in gastric neoplasms. 基于深度学习的虚拟色内镜在胃肿瘤中的诊断性能。
IF 7.4 1区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-01-19 DOI: 10.1007/s10120-024-01469-7
Sho Suzuki, Yusuke Monno, Ryo Arai, Masaki Miyaoka, Yosuke Toya, Mitsuru Esaki, Takuya Wada, Waku Hatta, Ayaka Takasu, Shigeaki Nagao, Fumiaki Ishibashi, Yohei Minato, Kenichi Konda, Takahiro Dohmen, Kenji Miki, Masatoshi Okutomi

Backgrounds: Cycle-consistent generative adversarial network (CycleGAN) is a deep neural network model that performs image-to-image translations. We generated virtual indigo carmine (IC) chromoendoscopy images of gastric neoplasms using CycleGAN and compared their diagnostic performance with that of white light endoscopy (WLE).

Methods: WLE and IC images of 176 patients with gastric neoplasms who underwent endoscopic resection were obtained. We used 1,633 images (911 WLE and 722 IC) of 146 cases in the training dataset to develop virtual IC images using CycleGAN. The remaining 30 WLE images were translated into 30 virtual IC images using the trained CycleGAN and used for validation. The lesion borders were evaluated by 118 endoscopists from 22 institutions using the 60 paired virtual IC and WLE images. The lesion area concordance rate and successful whole-lesion diagnosis were compared.

Results: The lesion area concordance rate based on the pathological diagnosis in virtual IC was lower than in WLE (44.1% vs. 48.5%, p < 0.01). The successful whole-lesion diagnosis was higher in the virtual IC than in WLE images; however, the difference was insignificant (28.2% vs. 26.4%, p = 0.11). Conversely, subgroup analyses revealed a significantly higher diagnosis in virtual IC than in WLE for depressed morphology (41.9% vs. 36.9%, p = 0.02), differentiated histology (27.6% vs. 24.8%, p = 0.02), smaller lesion size (42.3% vs. 38.3%, p = 0.01), and assessed by expert endoscopists (27.3% vs. 23.6%, p = 0.03).

Conclusions: The diagnostic ability of virtual IC was higher for some lesions, but not completely superior to that of WLE. Adjustments are required to improve the imaging system's performance.

背景:循环一致性生成对抗网络(CycleGAN)是一种深度神经网络模型,可进行图像到图像的转换。我们利用 CycleGAN 生成了虚拟的靛蓝胭脂红(IC)胃肿瘤色内镜图像,并将其诊断性能与白光内镜(WLE)进行了比较:方法: 我们获得了 176 名接受内镜切除术的胃肿瘤患者的 WLE 和 IC 图像。我们使用训练数据集中 146 个病例的 1,633 张图像(911 张 WLE 和 722 张 IC),利用 CycleGAN 开发了虚拟 IC 图像。剩下的 30 张 WLE 图像则使用训练好的 CycleGAN 转换成 30 张虚拟 IC 图像,并用于验证。来自 22 个机构的 118 名内镜医师使用 60 张配对的虚拟 IC 和 WLE 图像对病灶边界进行了评估。比较了病变区域吻合率和全病变诊断成功率:结果:根据病理诊断,虚拟 IC 的病灶面积吻合率低于 WLE(44.1% 对 48.5%,P 结论:虚拟 IC 的病灶面积吻合率低于 WLE(44.1% 对 48.5%,P 结论):虚拟 IC 对某些病变的诊断能力较高,但并不完全优于 WLE。需要进行调整以提高成像系统的性能。
{"title":"Diagnostic performance of deep-learning-based virtual chromoendoscopy in gastric neoplasms.","authors":"Sho Suzuki, Yusuke Monno, Ryo Arai, Masaki Miyaoka, Yosuke Toya, Mitsuru Esaki, Takuya Wada, Waku Hatta, Ayaka Takasu, Shigeaki Nagao, Fumiaki Ishibashi, Yohei Minato, Kenichi Konda, Takahiro Dohmen, Kenji Miki, Masatoshi Okutomi","doi":"10.1007/s10120-024-01469-7","DOIUrl":"10.1007/s10120-024-01469-7","url":null,"abstract":"<p><strong>Backgrounds: </strong>Cycle-consistent generative adversarial network (CycleGAN) is a deep neural network model that performs image-to-image translations. We generated virtual indigo carmine (IC) chromoendoscopy images of gastric neoplasms using CycleGAN and compared their diagnostic performance with that of white light endoscopy (WLE).</p><p><strong>Methods: </strong>WLE and IC images of 176 patients with gastric neoplasms who underwent endoscopic resection were obtained. We used 1,633 images (911 WLE and 722 IC) of 146 cases in the training dataset to develop virtual IC images using CycleGAN. The remaining 30 WLE images were translated into 30 virtual IC images using the trained CycleGAN and used for validation. The lesion borders were evaluated by 118 endoscopists from 22 institutions using the 60 paired virtual IC and WLE images. The lesion area concordance rate and successful whole-lesion diagnosis were compared.</p><p><strong>Results: </strong>The lesion area concordance rate based on the pathological diagnosis in virtual IC was lower than in WLE (44.1% vs. 48.5%, p < 0.01). The successful whole-lesion diagnosis was higher in the virtual IC than in WLE images; however, the difference was insignificant (28.2% vs. 26.4%, p = 0.11). Conversely, subgroup analyses revealed a significantly higher diagnosis in virtual IC than in WLE for depressed morphology (41.9% vs. 36.9%, p = 0.02), differentiated histology (27.6% vs. 24.8%, p = 0.02), smaller lesion size (42.3% vs. 38.3%, p = 0.01), and assessed by expert endoscopists (27.3% vs. 23.6%, p = 0.03).</p><p><strong>Conclusions: </strong>The diagnostic ability of virtual IC was higher for some lesions, but not completely superior to that of WLE. Adjustments are required to improve the imaging system's performance.</p>","PeriodicalId":12684,"journal":{"name":"Gastric Cancer","volume":null,"pages":null},"PeriodicalIF":7.4,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139491255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of preoperative prealbumin levels on long-term prognosis in patients with gastric cancer after gastrectomy: a retrospective cohort study. 胃切除术后胃癌患者术前白蛋白水平对长期预后的影响:一项回顾性队列研究。
IF 7.4 1区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-02-24 DOI: 10.1007/s10120-024-01472-y
Ryota Matsui, Satoshi Ida, Motonari Ri, Rie Makuuchi, Masaru Hayami, Koshi Kumagai, Manabu Ohashi, Takeshi Sano, Souya Nunobe

Background: The relationship between preoperative prealbumin levels and long-term prognoses in patients with gastric cancer after gastrectomy has not been fully investigated. This study clarified the effect of preoperative prealbumin levels on the long-term prognosis of patients with gastric cancer after gastrectomy.

Methods: This retrospective cohort study included consecutive patients who underwent radical gastrectomy for primary pStage I-III gastric cancer and whose preoperative prealbumin levels were measured between May 2006 and March 2017. Participants were categorized according to their preoperative prealbumin levels into high (≥22 mg/dL), moderate (15-22 mg/dL), and low (<15 mg/dL) groups. The overall survival (OS) in the three groups was compared using the log-rank test, and prognostic factors were identified using Cox proportional hazards regression analysis.

Results: The median follow-up duration was 66 months. Of 4732 patients, 3649 (77.2%) were classified as high, 925 (19.6%) as moderate, and 158 (3.3%) as low. Lower prealbumin levels were associated with poorer prognoses (P < 0.001). Multivariate analysis showed that prealbumin levels of 15-22 mg/dL [hazard ratio (HR): 1.576, 95% confidence interval (CI): 1.353-1.835, P < 0.001] and <15 mg/dL (HR: 1.769, 95% CI: 1.376-2.276, P < 0.001) were independent poor prognostic factors for OS. When analyzed according to the cause of death, prealbumin levels were associated with other-cause survival, but not cancer-specific survival.

Conclusions: Preoperative prealbumin levels correlated with OS in patients with gastric cancer after gastrectomy; the lower the prealbumin level, the worse is the prognosis. Prealbumin levels may be associated with other-cause survival.

背景:胃切除术后胃癌患者术前白蛋白水平与长期预后之间的关系尚未得到充分研究。本研究阐明了术前白蛋白水平对胃切除术后胃癌患者长期预后的影响:这项回顾性队列研究纳入了2006年5月至2017年3月间因原发性I-III期胃癌接受根治性胃切除术的连续患者,并对其术前白蛋白水平进行了测量。根据术前白蛋白水平将参与者分为高(≥22 mg/dL)、中(15-22 mg/dL)和低(结果:中位随访时间为 66 个月。在 4732 名患者中,有 3649 人(77.2%)被归类为高,925 人(19.6%)被归类为中,158 人(3.3%)被归类为低。较低的术前白蛋白水平与较差的预后有关(P 结论:术前白蛋白水平越低,预后越差:术前白蛋白水平与胃切除术后胃癌患者的预后相关;术前白蛋白水平越低,预后越差。术前白蛋白水平可能与其他原因导致的生存率有关。
{"title":"Impact of preoperative prealbumin levels on long-term prognosis in patients with gastric cancer after gastrectomy: a retrospective cohort study.","authors":"Ryota Matsui, Satoshi Ida, Motonari Ri, Rie Makuuchi, Masaru Hayami, Koshi Kumagai, Manabu Ohashi, Takeshi Sano, Souya Nunobe","doi":"10.1007/s10120-024-01472-y","DOIUrl":"10.1007/s10120-024-01472-y","url":null,"abstract":"<p><strong>Background: </strong>The relationship between preoperative prealbumin levels and long-term prognoses in patients with gastric cancer after gastrectomy has not been fully investigated. This study clarified the effect of preoperative prealbumin levels on the long-term prognosis of patients with gastric cancer after gastrectomy.</p><p><strong>Methods: </strong>This retrospective cohort study included consecutive patients who underwent radical gastrectomy for primary pStage I-III gastric cancer and whose preoperative prealbumin levels were measured between May 2006 and March 2017. Participants were categorized according to their preoperative prealbumin levels into high (≥22 mg/dL), moderate (15-22 mg/dL), and low (<15 mg/dL) groups. The overall survival (OS) in the three groups was compared using the log-rank test, and prognostic factors were identified using Cox proportional hazards regression analysis.</p><p><strong>Results: </strong>The median follow-up duration was 66 months. Of 4732 patients, 3649 (77.2%) were classified as high, 925 (19.6%) as moderate, and 158 (3.3%) as low. Lower prealbumin levels were associated with poorer prognoses (P < 0.001). Multivariate analysis showed that prealbumin levels of 15-22 mg/dL [hazard ratio (HR): 1.576, 95% confidence interval (CI): 1.353-1.835, P < 0.001] and <15 mg/dL (HR: 1.769, 95% CI: 1.376-2.276, P < 0.001) were independent poor prognostic factors for OS. When analyzed according to the cause of death, prealbumin levels were associated with other-cause survival, but not cancer-specific survival.</p><p><strong>Conclusions: </strong>Preoperative prealbumin levels correlated with OS in patients with gastric cancer after gastrectomy; the lower the prealbumin level, the worse is the prognosis. Prealbumin levels may be associated with other-cause survival.</p>","PeriodicalId":12684,"journal":{"name":"Gastric Cancer","volume":null,"pages":null},"PeriodicalIF":7.4,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139944070","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Genome-wide 5-hydroxymethylcytosines in circulating cell-free DNA as noninvasive diagnostic markers for gastric cancer 循环细胞游离 DNA 中的全基因组 5-羟甲基胞嘧啶是胃癌的非侵入性诊断标记物
IF 7.4 1区 医学 Q1 Medicine Pub Date : 2024-04-07 DOI: 10.1007/s10120-024-01493-7
Yingli Fu, Jing Jiang, Yanhua Wu, Donghui Cao, Zhifang Jia, Yangyu Zhang, Dongming Li, Yingnan Cui, Yuzheng Zhang, Xueyuan Cao

Background

5-Hydroxymethylcytosine-enriched gene profiles and regions show tissue-specific and tumor specific. There is a potential value to explore cell-free DNA 5-hydroxymethylcytosine feature biomarkers for early gastric cancer detection.

Methods

A matched case‒control study design with 50 gastric cancer patients and 50 controls was performed to sequence the different 5-hydroxymethylcytosine modification features of cell free DNA. Significantly differential 5-hydroxymethylcytosine modification genes were identified to construct a gastric cancer diagnostic model. Data set from GEO was used as an external testing set to test the robustness of the diagnostic model.

Results

Accounting for more than 90% of 5-hydroxymethylcytosine peaks were distributed in the gene body in both the gastric cancer and control groups. The diagnostic model was developed based on five different 5-hydroxymethylcytosine modification genes, FBXL7, PDE3A, TPO, SNTG2 and STXBP5. The model could effectively distinguish gastric cancer patients from controls in the training (AUC = 0.95, sensitivity = 88.6%, specificity = 94.3%), validation (AUC = 0.87, sensitivity = 73.3%, specificity = 93.3%) and testing (AUC = 0.90, sensitivity = 81.9%, specificity = 90.2%) sets. The risk scores of the controls from the model were significantly lower than those of gastric cancer patients in both our own data (P < 0.001) and GEO external testing data (P < 0.001), and no significant difference between different TNM stage patients (P = 0.09 and 0.66). Furthermore, there was no significant difference between the healthy control and benign gastric disease patients in the testing set from GEO (P = 0.10).

Conclusions

The characteristics of 5-hydroxymethylcytosine in cell free DNA are specific to gastric cancer patients, and the diagnostic model constructed by five genes’ 5-hydroxymethylcytosine features could effectively identify gastric cancer patients.

背景5-羟甲基胞嘧啶富集的基因图谱和区域具有组织特异性和肿瘤特异性。方法采用匹配的病例对照研究设计,以50名胃癌患者和50名对照组为研究对象,对细胞游离DNA的不同5-羟甲基胞嘧啶修饰特征进行测序。确定了具有显著差异的 5-羟甲基胞嘧啶修饰基因,从而构建了胃癌诊断模型。结果90%以上的5-羟甲基胞嘧啶峰分布在胃癌组和对照组的基因体内。根据五个不同的5-羟甲基胞嘧啶修饰基因FBXL7、PDE3A、TPO、SNTG2和STXBP5建立了诊断模型。在训练集(AUC = 0.95,灵敏度 = 88.6%,特异度 = 94.3%)、验证集(AUC = 0.87,灵敏度 = 73.3%,特异度 = 93.3%)和测试集(AUC = 0.90,灵敏度 = 81.9%,特异度 = 90.2%)中,该模型能有效区分胃癌患者和对照组。在我们自己的数据(P <0.001)和 GEO 外部检测数据(P <0.001)中,模型中对照组的风险评分明显低于胃癌患者,不同 TNM 分期患者之间也无明显差异(P = 0.09 和 0.66)。结论 细胞游离 DNA 中 5- 羟甲基胞嘧啶的特征对胃癌患者具有特异性,由 5 个基因的 5- 羟甲基胞嘧啶特征构建的诊断模型可有效识别胃癌患者。
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引用次数: 0
Precise highlighting of the pancreas by semantic segmentation during robot-assisted gastrectomy: visual assistance with artificial intelligence for surgeons 在机器人辅助胃切除术中通过语义分割精确标出胰腺:利用人工智能为外科医生提供视觉辅助
IF 7.4 1区 医学 Q1 Medicine Pub Date : 2024-04-04 DOI: 10.1007/s10120-024-01495-5
Tatsuro Nakamura, Nao Kobayashi, Yuta Kumazu, Kyohei Fukata, Motoki Murakami, Shugo Kohno, Yudai Hojo, Eiichiro Nakao, Yasunori Kurahashi, Yoshinori Ishida, Hisashi Shinohara

Background

A postoperative pancreatic fistula (POPF) is a critical complication of radical gastrectomy for gastric cancer, mainly because surgeons occasionally misrecognize the pancreas and fat during lymphadenectomy. Therefore, this study aimed to develop an artificial intelligence (AI) system capable of identifying and highlighting the pancreas during robot-assisted gastrectomy.

Methods

A pancreas recognition algorithm was developed using HRNet, with 926 training images and 232 validation images extracted from 62 scenes of robot-assisted gastrectomy videos. During quantitative evaluation, the precision, recall, intersection over union (IoU), and Dice coefficients were calculated based on the surgeons’ ground truth and the AI-inferred image from 80 test images. During the qualitative evaluation, 10 surgeons answered two questions related to sensitivity and similarity for assessing clinical usefulness.

Results

The precision, recall, IoU, and Dice coefficients were 0.70, 0.59, 0.46, and 0.61, respectively. Regarding sensitivity, the average score for pancreas recognition by AI was 4.18 out of 5 points (1 = lowest recognition [less than 50%]; 5 = highest recognition [more than 90%]). Regarding similarity, only 54% of the AI-inferred images were correctly differentiated from the ground truth.

Conclusions

Our surgical AI system precisely highlighted the pancreas during robot-assisted gastrectomy at a level that was convincing to surgeons. This technology may prevent misrecognition of the pancreas by surgeons, thus leading to fewer POPFs.

背景术后胰瘘(POPF)是胃癌根治性胃切除术的一种严重并发症,主要原因是外科医生在淋巴腺切除术中偶尔会误识胰腺和脂肪。因此,本研究旨在开发一种人工智能(AI)系统,该系统能够在机器人辅助胃切除术过程中识别并突出显示胰腺。方法使用 HRNet 开发了一种胰腺识别算法,从机器人辅助胃切除术视频的 62 个场景中提取了 926 幅训练图像和 232 幅验证图像。在定量评估中,根据外科医生的基本事实和人工智能从80张测试图像中推断出的图像,计算了精确度、召回率、交集大于联合(IoU)和骰子系数。在定性评估中,10 名外科医生回答了与灵敏度和相似度有关的两个问题,以评估临床实用性。结果精确度、召回率、IoU 和 Dice 系数分别为 0.70、0.59、0.46 和 0.61。在灵敏度方面,人工智能识别胰腺的平均得分为 4.18 分(满分 5 分,1 分=识别率最低[低于 50%];5 分=识别率最高[高于 90%])。结论我们的手术人工智能系统在机器人辅助胃切除术中精确地突出了胰腺,令外科医生信服。这项技术可以防止外科医生错误识别胰腺,从而减少 POPF。
{"title":"Precise highlighting of the pancreas by semantic segmentation during robot-assisted gastrectomy: visual assistance with artificial intelligence for surgeons","authors":"Tatsuro Nakamura, Nao Kobayashi, Yuta Kumazu, Kyohei Fukata, Motoki Murakami, Shugo Kohno, Yudai Hojo, Eiichiro Nakao, Yasunori Kurahashi, Yoshinori Ishida, Hisashi Shinohara","doi":"10.1007/s10120-024-01495-5","DOIUrl":"https://doi.org/10.1007/s10120-024-01495-5","url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Background</h3><p>A postoperative pancreatic fistula (POPF) is a critical complication of radical gastrectomy for gastric cancer, mainly because surgeons occasionally misrecognize the pancreas and fat during lymphadenectomy. Therefore, this study aimed to develop an artificial intelligence (AI) system capable of identifying and highlighting the pancreas during robot-assisted gastrectomy.</p><h3 data-test=\"abstract-sub-heading\">Methods</h3><p>A pancreas recognition algorithm was developed using HRNet, with 926 training images and 232 validation images extracted from 62 scenes of robot-assisted gastrectomy videos. During quantitative evaluation, the precision, recall, intersection over union (IoU), and Dice coefficients were calculated based on the surgeons’ ground truth and the AI-inferred image from 80 test images. During the qualitative evaluation, 10 surgeons answered two questions related to sensitivity and similarity for assessing clinical usefulness.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>The precision, recall, IoU, and Dice coefficients were 0.70, 0.59, 0.46, and 0.61, respectively. Regarding sensitivity, the average score for pancreas recognition by AI was 4.18 out of 5 points (1 = lowest recognition [less than 50%]; 5 = highest recognition [more than 90%]). Regarding similarity, only 54% of the AI-inferred images were correctly differentiated from the ground truth.</p><h3 data-test=\"abstract-sub-heading\">Conclusions</h3><p>Our surgical AI system precisely highlighted the pancreas during robot-assisted gastrectomy at a level that was convincing to surgeons. This technology may prevent misrecognition of the pancreas by surgeons, thus leading to fewer POPFs.</p>","PeriodicalId":12684,"journal":{"name":"Gastric Cancer","volume":null,"pages":null},"PeriodicalIF":7.4,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140577833","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Global burden of young-onset gastric cancer: a systematic trend analysis of the global burden of disease study 2019 年轻胃癌的全球负担:2019 年全球疾病负担研究的系统趋势分析
IF 7.4 1区 医学 Q1 Medicine Pub Date : 2024-04-03 DOI: 10.1007/s10120-024-01494-6
Yunhao Li, Anne I. Hahn, Monika Laszkowska, Fang Jiang, Ann G. Zauber, Wai K. Leung

Background

While gastric cancer is generally declining globally, the temporal trend of young-onset (< 40 years) gastric cancer remains uncertain. We performed this analysis to determine the temporal trends of young-onset gastric cancer compared to late-onset cancer (≥ 40 years).

Methods

We extracted cross-sectional data from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019. The burden of gastric cancer from 1990 to 2019 was assessed through indicators including incidence and mortality rates, which were classified at global, national, and regional levels, and according to socio-demographic indexes (SDI) and age or sex groups. Joinpoint regression analysis was used to identify specific years with significant changes. The correlation between AAPC with countries' average SDI was tested by Pearson’s Test.

Results

The global incidence rate of young-onset gastric cancer decreased from 2.20 (per 100,000) in 1990 to 1.65 in 2019 (AAPC: − 0.95; 95% confidence interval [CI] − 1.25 to − 0.65; P < 0.001). Late-onset cancer incidence also decreased from 59.53 (per 100,000) in 1990 to 41.26 in 2019 (AAPC: − 1.23; 95% CI − 1.39 to − 1.06, P < 0.001). Despite an overall decreasing trend, the incidence rate of young-onset cancer demonstrated a significant increase from 2015 to 2019 (annual percentage change [APC]: 1.39; 95% CI 0.06 to 2.74; P = 0.041), whereas no upward trend was observed in late-onset cancer. Mortality rates of young- and late-onset cancer both exhibited a significant decline during this period (AAPC: − 1.82; 95% CI − 2.15 to − 1.56; P < 0.001 and AAPC: − 1.69, 95% CI − 1.79 to − 1.59; P < 0.001). The male-to-female rate ratio for incidence and mortality in both age groups have been increasing since 1990. While countries with high SDI have had a greater decline in the incidence of late-onset gastric cancer (slope of AAPC change: − 0.20, P = 0.004), it was not observed in young-onset cancer (slope of AAPC change: − 0.11, P = 0.13).

Conclusions

The global incidence and mortality rates of both young- and late-onset gastric cancer have decreased since 1990. However, the incidence rate of young-onset cancer has demonstrated a small but significant upward trend since 2015. There was disparity in the decline in young-onset gastric cancer among male and high SDI countries. These findings could help to inform future strategies in preventing gastric cancer in younger individuals.

背景虽然胃癌在全球范围内普遍呈下降趋势,但年轻发病者(40 岁以下)胃癌的时间趋势仍不确定。方法我们从《2019 年全球疾病、伤害和风险因素负担研究》(GBD)中提取了横断面数据。通过包括发病率和死亡率在内的指标评估了1990年至2019年的胃癌负担,这些指标按照社会人口指数(SDI)和年龄或性别组进行了全球、国家和地区层面的分类。连接点回归分析用于确定有显著变化的具体年份。结果全球年轻胃癌发病率从 1990 年的 2.20(每 10 万人)下降到 2019 年的 1.65(AAPC:- 0.95;95% 置信区间 [CI] - 1.25 至 - 0.65;P < 0.001)。晚期癌症发病率也从 1990 年的 59.53(每 10 万人)下降到 2019 年的 41.26(美国癌症协会:- 1.23;95% 置信区间 [CI] - 1.39 至 - 1.06;P <;0.001)。尽管总体呈下降趋势,但从 2015 年到 2019 年,年轻发病癌症的发病率显著上升(年度百分比变化 [APC]:1.39;95% CI 0.06 至 2.74;P = 0.041),而晚期发病癌症的发病率没有观察到上升趋势。在此期间,年轻癌症患者和晚期癌症患者的死亡率均出现了显著下降(AAPC:1.82;95% CI:0.06 至 2.74;P = 0.041):- 1.82; 95% CI - 2.15 to - 1.56; P < 0.001 和 AAPC:- 1.69,95% CI - 1.79 至 - 1.59;P <0.001)。自 1990 年以来,这两个年龄组的发病率和死亡率的男女比例一直在上升。虽然 SDI 高的国家晚发胃癌的发病率下降幅度更大(AAPC 变化斜率:- 0.20,P = 0.004),但在年轻发病者中却没有观察到这种情况(AAPC 变化斜率:- 0.11,P = 0.13)。然而,自 2015 年以来,年轻胃癌的发病率出现了小幅但显著的上升趋势。在男性和高SDI国家中,年轻胃癌发病率的下降存在差异。这些发现有助于为今后预防年轻人患胃癌的战略提供参考。
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Gastric Cancer
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