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Li J, Jiang JL, Chen YM, Lu WQ. KLF2 inhibits colorectal cancer progression and metastasis by inducing ferroptosis via the PI3K/AKT signaling pathway. J Pathol Clin Res 2023; 9:423-435. [PMID: 37147883 PMCID: PMC10397377 DOI: 10.1002/cjp2.325] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Revised: 03/26/2023] [Accepted: 04/16/2023] [Indexed: 05/07/2023]
Abstract
Krüppel-like factor 2 (KLF2) belongs to the zinc finger family and is thought to be a tumor suppressor gene due to its low expression in various cancer types. However, its functional role and molecular pathway involvement in colorectal cancer (CRC) are not well defined. Herein, we investigated the potential mechanism of KLF2 in CRC cell invasion, migration, and epithelial-mesenchymal transition (EMT). We utilized the TCGA and GEPIA databases to analyze the expression of KLF2 in CRC patients and its correlation with different CRC stages and CRC prognosis. RT-PCR, western blot, and immunohistochemistry assays were used to measure KLF2 expression. Gain-of-function assays were performed to evaluate the role of KLF2 in CRC progression. Moreover, mechanistic experiments were conducted to investigate the molecular mechanism and involved signaling pathways regulated by KLF2. Additionally, we also conducted a xenograft tumor assay to evaluate the role of KLF2 in tumorigenesis. KLF2 expression was low in CRC patient tissues and cell lines, and low expression of KLF2 was associated with poor CRC prognosis. Remarkably, overexpressing KLF2 significantly inhibited the invasion, migration, and EMT capabilities of CRC cells, and tumor growth in xenografts. Mechanistically, KLF2 overexpression induced ferroptosis in CRC cells by regulating glutathione peroxidase 4 expression. Moreover, this KLF2-dependent ferroptosis in CRC cells was mediated by inhibiting the PI3K/AKT signaling pathway that resulted in the suppression of invasion, migration, and EMT of CRC cells. We report for the first time that KLF2 acts as a tumor suppressor in CRC by inducing ferroptosis via inhibiting the PI3K/AKT signaling pathway, thus providing a new direction for CRC prognosis assessment and targeted therapy.
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Affiliation(s)
- Jia Li
- Department of General SurgeryShenzhen Traditional Chinese Medicine HospitalShenzhenPR China
| | - Ji Ling Jiang
- Department of General SurgeryShenzhen Traditional Chinese Medicine HospitalShenzhenPR China
| | - Yi Mei Chen
- Department of Breast SurgeryShenzhen Women & Children's Health Care HospitalShenzhenPR China
| | - Wei Qi Lu
- Department of Gastrointestinal SurgeryFirst Affiliated Hospital of Guangzhou University of Chinese MedicineGuangzhouPR China
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Ji H, Hu Y, Cheng J, Lu J, Zhu W, Li Q, Li Z, Liu X, Wang S, Wu X, Yan J. Use of Carbon Nanoparticles to Improve the Efficiency of Harvesting Lymph Nodes in Rectal Cancer. Surg Laparosc Endosc Percutan Tech 2023; 33:382-390. [PMID: 37311044 DOI: 10.1097/sle.0000000000001194] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 05/02/2023] [Indexed: 06/15/2023]
Abstract
BACKGROUND The accurate determination of lymph node status in patients with rectal cancer requires harvesting a certain number of lymph nodes. This study investigated whether using carbon nanoparticles (CNs) could improve the efficiency of harvesting lymph nodes in rectal cancer patients. MATERIALS AND METHODS Data from patients with rectal cancer treated with radical resection were collected from Nanfang Hospital between January 2014 and June 2021. Patients in the CN group received a CN suspension 1 day before surgery, which was endoscopically injected around the tumor. A 1:1 case-matched study was performed using the propensity score. The efficiency of harvesting lymph nodes was investigated by comparing the number of total nodes, total time, and percentage of nodes <5 mm in size between the CN and non-CN groups. RESULTS A total of 768 patients were included, with 246 patients who underwent CN injection and 522 patients who did not. After matching, 246 pairs of patients were analyzed. After matching, the number of total nodes of each sample was significantly higher in the CN group than in the non-CN group ( P <0.001). The total time for node detection ( P <0.001) was significantly shorter in the CN group. The percentage of nodes <5 mm in size was increased significantly in the CN group ( P <0.001). Among patients with clinical staging I/II, the difference in positive LNs was significant (21.79% vs. 11.95%, P =0.029). CONCLUSIONS The application of CNs improved the efficiency of harvesting lymph nodes during rectal cancer surgery.
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Affiliation(s)
- Hongli Ji
- Department of General Surgery, Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong Province
| | - Yaowen Hu
- Department of General Surgery, Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong Province
| | - Jiaxin Cheng
- Department of General Surgery, Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong Province
| | | | | | - Qingping Li
- Department of General Surgery, Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong Province
| | - Zhiming Li
- Department of General Surgery, Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong Province
| | - Xiumin Liu
- Department of General Surgery, Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong Province
| | - Shijie Wang
- Department of General Surgery, Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong Province
| | - Xiufeng Wu
- Surgery, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian Province, P.R. China
| | - Jun Yan
- Department of General Surgery, Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong Province
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Yang L, Fang C, Bi T, Han J, Zhang R, Zhou S. Efficacy of robot-assisted vs. laparoscopy surgery in the treatment of colorectal cancer: A systematic review and meta-analysis. Clin Res Hepatol Gastroenterol 2023; 47:102176. [PMID: 37454927 DOI: 10.1016/j.clinre.2023.102176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 06/21/2023] [Accepted: 07/12/2023] [Indexed: 07/18/2023]
Abstract
PURPOSE To compare the efficacy of robot-assisted colorectal surgery (RACS) vs. laparoscopic-assisted colorectal surgery (LACS) in the treatment of colorectal cancer (CRC). METHODS PubMed, Embase, and the Cochrane Library databases were systematically searched for randomized controlled trials (RCTs) reporting on RACS and LACS in CRC patients published up to January 4, 2022. The outcomes included operative time, length of stay, conversion, circumferential resection margin positivity (CRM+), and complications. RESULTS Six RCTs (412 participants with RACS and 420 with LACS) were included. The pooled results showed shorter operative time (WMD=44.28, 95%CI: 9.36, 79.19, P = 0.013; PQ<0.001) and lower costs in RACS than in LACS (WMD=1546.15, 95%CI: 761.51, 2330.78, P<0.001; PQ=0.208), while no differences were observed for the length of stay (WMD=-0.31, 95%CI: -1.13,0.51, P = 0.456; I2=0.0%, PQ=0.990), blood loss (WMD=-33.72, 95%CI: -205.06, 137.62, P = 0.700; I2=89.0%, PQ=0.003), the number of harvested lymph nodes (WMD=1.38, 95%CI: -0.09, 2.85, P = 0.066; I2=0.0%, PQ=0.645), the time of first flatus (WMD=0.20, 95%CI: -0.20, 0.61, P = 0.328; I2=0.0%, PQ=0.337), rates of conversion to open surgery (RR=0.62, 95%CI: 0.38,1.01, P = 0.053; I2=0.0%, PQ=0.459), complication rates (RR=1.11, 95%CI: 0.83,1.49, P = 0.466; I2=0.0%, PQ=0.948), and CRM+ rates (RR=1.02, 95%CI: 0.66,1.58, P = 0.938; I2=0.0%, PQ=0.408). No publication bias was detected. The sensitivity analyses showed that the results for the operative time were robust. CONCLUSIONS Patients with CRC who underwent RACS and LACS had a similar length of stay, blood loss, the time of first flatus, rates of conversion to open surgery, the number of harvested lymph nodes, complication rates, and CRM+ rates; however, RACS led to longer surgeries and higher costs than LACS.
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Affiliation(s)
- Leilei Yang
- Department of Gastrointestinal Surgery, Taizhou Hospital, Wenzhou Medical University, Linhai, Zhejiang, China; Key Laboratory of Minimally Invasive Techniques & Rapid Rehabilitation of Digestive System Tumor of Zhejiang Province, China
| | - Chengfeng Fang
- Department of Gastrointestinal Surgery, Taizhou Hospital, Wenzhou Medical University, Linhai, Zhejiang, China; Key Laboratory of Minimally Invasive Techniques & Rapid Rehabilitation of Digestive System Tumor of Zhejiang Province, China
| | - Tienan Bi
- Department of Gastrointestinal Surgery, Taizhou Hospital, Wenzhou Medical University, Linhai, Zhejiang, China; Key Laboratory of Minimally Invasive Techniques & Rapid Rehabilitation of Digestive System Tumor of Zhejiang Province, China
| | - Jiaju Han
- Department of Gastrointestinal Surgery, Taizhou Hospital, Wenzhou Medical University, Linhai, Zhejiang, China; Key Laboratory of Minimally Invasive Techniques & Rapid Rehabilitation of Digestive System Tumor of Zhejiang Province, China
| | - Ruili Zhang
- Department of Gastrointestinal Surgery, Taizhou Hospital, Wenzhou Medical University, Linhai, Zhejiang, China; Key Laboratory of Minimally Invasive Techniques & Rapid Rehabilitation of Digestive System Tumor of Zhejiang Province, China.
| | - Shenkang Zhou
- Department of Gastrointestinal Surgery, Taizhou Hospital, Wenzhou Medical University, Linhai, Zhejiang, China; Key Laboratory of Minimally Invasive Techniques & Rapid Rehabilitation of Digestive System Tumor of Zhejiang Province, China.
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Xiong ZZ, Xie MH, Li XZ, Jin LY, Zhang FX, Yin S, Chen HX, Lian L. Risk factors for postoperative recurrence in patients with stage II colorectal cancer. BMC Cancer 2023; 23:658. [PMID: 37452325 PMCID: PMC10347847 DOI: 10.1186/s12885-023-11093-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 06/20/2023] [Indexed: 07/18/2023] Open
Abstract
BACKGROUND Recurrences are the main reasons for unfavorable outcomes for patients with stage II colorectal cancer (CRC). To obtain a clear understanding of the high-risk factors, further investigation is warranted. The present study aimed to analyze the risk factors associated with postoperative recurrence in patients with stage II CRC. METHODS Eligible patients with pathologically confirmed stage II CRC were enrolled in the study retrospectively based on a prospectively maintained database from April 2008 to March 2019. The Kaplan-Meier method were used to calculate the overall survival (OS) rate and the cumulative recurrence rate. Univariate and multivariable Cox regression analyses were performed to identify risk factors for recurrence. RESULTS There were 2515 patients included, of whom 233 (9.3%) developed local or distant recurrence. Recurrence was associated with a significantly worse 5-year OS (45.4% vs. 95.5%, p < 0.0001). The 5-year cumulative recurrence rate was 13.0% in patients with stage II CRC. On multivariable Cox analysis, tumor size (Hazard Ratio (HR) [95% confidence interval (CI)] = 1.79[1.38, 2.33]), preoperative carbohydrate antigen (CA) 125 level (HR [95% CI] = 1.78[1.17, 2.70]), preoperative CA 199 level (HR [95% CI] = 1.56[1.09, 2.22]), and ulcerating tumor (HR [95% CI] = 1.61[1.19, 2.17]) were found to be associated with postoperative recurrence. Adjuvant chemotherapy was associated with a lower cumulative recurrence rate in patients with these risk factors (p = 0.00096). CONCLUSION The tumor diameter, preoperative CA125 level, preoperative CA199 level, and an ulcerative tumor can predict postoperative recurrence in patients with stage II CRC, and postoperative chemotherapy could reduce the cumulative recurrence rate in patients with these high-risk factors.
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Affiliation(s)
- Zhi-Zhong Xiong
- Department of Gastrointestinal Surgery, Department of General Surgery, the Sixth Affiliated Hospital, Sun Yat-Sen University, 26 Yuancun Er Heng Rd., Guangzhou, 510655, Guangdong, China
- Department of Gastrointestinal Surgery, Department of General Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, the Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Ming-Hao Xie
- Department of General Surgery, the First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Xian-Zhe Li
- Department of Gastrointestinal Surgery, Department of General Surgery, the Sixth Affiliated Hospital, Sun Yat-Sen University, 26 Yuancun Er Heng Rd., Guangzhou, 510655, Guangdong, China
- Department of Gastrointestinal Surgery, Department of General Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, the Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Long-Yang Jin
- Department of Gastrointestinal Surgery, Department of General Surgery, the Sixth Affiliated Hospital, Sun Yat-Sen University, 26 Yuancun Er Heng Rd., Guangzhou, 510655, Guangdong, China
- Department of Gastrointestinal Surgery, Department of General Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, the Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Feng-Xiang Zhang
- Department of Gastrointestinal Surgery, Department of General Surgery, the Sixth Affiliated Hospital, Sun Yat-Sen University, 26 Yuancun Er Heng Rd., Guangzhou, 510655, Guangdong, China
- Department of Gastrointestinal Surgery, Department of General Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, the Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Shi Yin
- Department of Gastrointestinal Surgery, Department of General Surgery, the Sixth Affiliated Hospital, Sun Yat-Sen University, 26 Yuancun Er Heng Rd., Guangzhou, 510655, Guangdong, China
- Department of Gastrointestinal Surgery, Department of General Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, the Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Hua-Xian Chen
- Department of Gastrointestinal Surgery, Department of General Surgery, the Sixth Affiliated Hospital, Sun Yat-Sen University, 26 Yuancun Er Heng Rd., Guangzhou, 510655, Guangdong, China
- Department of Gastrointestinal Surgery, Department of General Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, the Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Lei Lian
- Department of Gastrointestinal Surgery, Department of General Surgery, the Sixth Affiliated Hospital, Sun Yat-Sen University, 26 Yuancun Er Heng Rd., Guangzhou, 510655, Guangdong, China.
- Department of Gastrointestinal Surgery, Department of General Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, the Sixth Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China.
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Gopal P, Ahmed Z, Venkata Ravi Kant V, Rao GV, Rebala P. Circulating tumor DNA for monitoring colorectal cancer: A prospective observational study to assess the presence of methylated SEPT9 and VIM promoter genes and its role as a biomarker in colorectal cancer management. Turk J Surg 2023; 39:107-114. [PMID: 38026919 PMCID: PMC10681108 DOI: 10.47717/turkjsurg.2023.6038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 03/23/2023] [Indexed: 12/01/2023]
Abstract
Objectives Methylation status of Septin9 (SEPT9) and vimentin (VIM) genes in circulating tumor DNA of colorectal cancer (CRC) patients is a promising bio-marker for the early detection of CRC. The aim of the present study was to identify the methylation status in promoter regions of the SEPT9 and VIM genes in a cohort of Indian patients with biopsy proven colorectal cancer. Material and Methods Forty-five consecutive patients of colorectal cancer were recruited. 10 mL venous samples were collected from each patient and processed for isolation of cell-free DNA, bisulfite conversion of cell-free DNA, polymerase chain reaction (PCR) amplification and detection of SEPT9 and VIM genes. Results Partial methylation in vimentin was present in 42.22% of the patients and 57.78% showed no methylation and none of the tumors had complete methylation. Only three (6.66%) patients showed complete methylation patterns in SEPT9 and the remaining 42 (93.33%) tumors showed partial methylation. Considering the two genes together, only three (6.66%) out of 45 showed complete methylation. The association of methylation patterns in both genes (complete, partial, and no methylation) with sex, age, T stage, N stage, M stage, CEA, histology, and location (right or left colon) were explored and none of these parameters were statistically significant. Conclusion In our study, only 6.66% CRC patients showed hypermethylation and there was no association of methylation patterns in the both genes (complete, partial, and no methylation) with any of the parameters like age, sex, TNM stage, CEA, and histology.
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Affiliation(s)
- Puviarasan Gopal
- Department of Surgical Gastroenterology, Asian Institute of Gastroenterology, Hyderabad, India
| | - Zeeshan Ahmed
- Department of Surgical Gastroenterology, Asian Institute of Gastroenterology, Hyderabad, India
| | | | - G V Rao
- Department of Surgical Gastroenterology, Asian Institute of Gastroenterology, Hyderabad, India
| | - Pradeep Rebala
- Department of Surgical Gastroenterology, Asian Institute of Gastroenterology, Hyderabad, India
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Kajiwara Y, Oka S, Tanaka S, Nakamura T, Saito S, Fukunaga Y, Takamatsu M, Kawachi H, Hotta K, Ikematsu H, Kojima M, Saito Y, Yamada M, Kanemitsu Y, Sekine S, Nagata S, Yamada K, Kobayashi N, Ishihara S, Saitoh Y, Matsuda K, Togashi K, Komori K, Ishiguro M, Kuwai T, Okuyama T, Ohuchi A, Ohnuma S, Sakamoto K, Sugai T, Katsumata K, Matsushita HO, Yamano HO, Eda H, Uraoka T, Akimoto N, Kobayashi H, Ajioka Y, Sugihara K, Ueno H. Nomogram as a novel predictive tool for lymph node metastasis in T1 colorectal cancer treated with endoscopic resection: a nationwide, multicenter study. Gastrointest Endosc 2023; 97:1119-1128.e5. [PMID: 36669574 DOI: 10.1016/j.gie.2023.01.022] [Citation(s) in RCA: 42] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 12/09/2022] [Accepted: 01/01/2023] [Indexed: 01/22/2023]
Abstract
BACKGROUND AND AIMS Since 2009, the Japanese Society for Cancer of the Colon and Rectum guidelines have recommended that tumor budding and submucosal invasion depth, in addition to lymphovascular invasion and tumor grade, be included as risk factors for lymph node metastasis (LNM) in patients with T1 colorectal cancer (CRC). In this study, a novel nomogram was developed and validated by usirge-scale, real-world data, including the Japanese Society for Cancer of the Colon and Rectum risk factors, to accurately evaluate the risk of LNM in T1 CRC. METHODS Data from 4673 patients with T1 CRC treated at 27 high-volume institutions between 2009 and 2016 were analyzed for LNM risk. To prepare a nonrandom split sample, the total cohort was divided into development and validation cohorts. Pathologic findings were extracted from the medical records of each participating institution. The discrimination ability was measured by using the concordance index, and the variability in each prediction was evaluated by using calibration curves. RESULTS Six independent risk factors for LNM, including submucosal invasion depth and tumor budding, were identified in the development cohort and entered into a nomogram. The concordance index was .784 for the clinical calculator in the development cohort and .790 in the validation cohort. The calibration curve approached the 45-degree diagonal in the validation cohort. CONCLUSIONS This is the first nomogram to include submucosal invasion depth and tumor budding for use in routine pathologic diagnosis based on data from a nationwide multi-institutional study. This nomogram, developed with real-world data, should improve decision-making for an appropriate treatment strategy for T1 CRC.
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Affiliation(s)
- Yoshiki Kajiwara
- Department of Surgery, National Defense Medical College, Tokorozawa, Japan.
| | - Shiro Oka
- Department of Endoscopy, Hiroshima University Hospital, Hiroshima, Japan
| | - Shinji Tanaka
- Department of Endoscopy, Hiroshima University Hospital, Hiroshima, Japan
| | - Takahiro Nakamura
- Laboratory for Mathematics, National Defense Medical College, Tokorozawa, Japan
| | - Shoichi Saito
- Department of Lower Gastrointestinal Medicine, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yosuke Fukunaga
- Department of Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Manabu Takamatsu
- Department of Pathology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Hiroshi Kawachi
- Department of Pathology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Kinichi Hotta
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Hiroaki Ikematsu
- Department of Gastroenterology and Endoscopy, National Cancer Center Hospital East, Kashiwa, Japan
| | - Motohiro Kojima
- Division of Pathology, Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, Japan
| | - Yutaka Saito
- Endoscopy Division, National Cancer Center Hospital, Tokyo, Japan
| | - Masayoshi Yamada
- Endoscopy Division, National Cancer Center Hospital, Tokyo, Japan
| | - Yukihide Kanemitsu
- Department of Colorectal Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Shigeki Sekine
- Pathology and Clinical Laboratory Division, National Cancer Center Hospital, Tokyo, Japan
| | - Shinji Nagata
- Department of Gastroenterology, Hiroshima City Asa Citizens Hospital, Hiroshima, Japan
| | | | - Nozomu Kobayashi
- Department of Gastroenterology, Tochigi Cancer Center, Utsunomiya, Japan
| | | | - Yusuke Saitoh
- Digestive Disease Center, Asahikawa City Hospital, Hokkaido, Japan
| | - Kenji Matsuda
- Second Department of Surgery, School of Medicine, Wakayama Medical University, Wakayama, Japan
| | - Kazutomo Togashi
- Department of Coloproctology, Aizu Medical Center, Fukushima Medical University, Fukushima, Japan
| | - Koji Komori
- Department of Gastroenterological Surgery, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Megumi Ishiguro
- Medical Innovation Promotion Center, Tokyo Medical and Dental University, Tokyo, Japan
| | - Toshio Kuwai
- Department of Gastroenterology, National Hospital Organization Kure Medical Center and Chugoku Cancer Center, Kure, Japan
| | - Takashi Okuyama
- Department of Surgery, Dokkyo Medical University Saitama Medical Center, Saitama, Japan
| | - Akihiro Ohuchi
- Department of Gastroenterology, School of Medicine, Kurume University, Fukuoka, Japan
| | - Shinobu Ohnuma
- Department of Surgery, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Kazuhiro Sakamoto
- Department of Coloproctological Surgery, Juntendo University Faculty of Medicine, Tokyo, Japan
| | - Tamotsu Sugai
- Department of Molecular Diagnostic Pathology, School of Medicine, Iwate Medical University, Iwate, Japan
| | - Kenji Katsumata
- Department of Gastrointestinal and Pediatric Surgery, Tokyo Medical University, Tokyo, Japan
| | | | - Hiro-O Yamano
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, Sapporo, Japan
| | - Hirotsugu Eda
- Department of Internal Medicine, Hyogo College of Medicine, Hyogo, Japan
| | - Toshio Uraoka
- Department of Gastroenterology, National Hospital Organization Tokyo Medical Center, Tokyo, Japan
| | - Naohiko Akimoto
- Department of Gastroenterology, Nippon Medical School, Graduate School of Medicine, Tokyo, Japan
| | | | - Yoichi Ajioka
- Division of Molecular and Diagnostic Pathology, Graduate School of Medical and Dental Science, Niigata University, Niigata, Japan
| | | | - Hideki Ueno
- Department of Surgery, National Defense Medical College, Tokorozawa, Japan
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Ye H, Wang Y, Yao S, Liu Z, Liang C, Zhu Y, Cui Y, Zhao K. Necrosis score as a prognostic factor in stage I-III colorectal cancer: a retrospective multicenter study. Discov Oncol 2023; 14:61. [PMID: 37155090 PMCID: PMC10167085 DOI: 10.1007/s12672-023-00655-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 04/12/2023] [Indexed: 05/10/2023] Open
Abstract
BACKGROUND Tumor necrosis results from failure to meet the requirement for rapid proliferation of tumor, related to unfavorable prognosis in colorectal cancer (CRC). However, previous studies used traditional microscopes to evaluate necrosis on slides, lacking a simultaneous phase and panoramic view for assessment. Therefore, we proposed a whole-slide images (WSIs)-based method to develop a necrosis score and validated its prognostic value in multicenter cohorts. METHODS Necrosis score was defined as the proportion of necrosis in the tumor area, semi-quantitatively classified into 3-level score groups by the cut-off of 10% and 30% on HE-stained WSIs. 768 patients from two centers were enrolled in this study, divided into a discovery (N = 445) and a validation (N = 323) cohort. The prognostic value of necrosis score was evaluated by Kaplan-Meier curves and the Cox model. RESULT Necrosis score was associated with overall survival, with hazard ratio for high vs. low in discovery and validation cohorts being 2.62 (95% confidence interval 1.59-4.32) and 2.51 (1.39-4.52), respectively. The 3-year disease free survival rates of necrosis-low, middle, and high were 83.6%, 80.2%, and 59.8% in discovery cohort, and 86.5%, 84.2%, and 66.5% in validation cohort. In necrosis middle plus high subgroup, there was a trend but no significant difference in overall survival between surgery alone and adjuvant chemotherapy group in stage II CRC (P = .075). CONCLUSION As a stable prognostic factor, high-level necrosis evaluated by the proposed method on WSIs was associated with unfavorable outcomes. Additionally, adjuvant chemotherapy provide survival benefits for patients with high necrosis in stage II CRC.
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Affiliation(s)
- Huifen Ye
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, 106 Zhongshan Er Road, Guangzhou, 510080, China
| | - Yiting Wang
- Department of Pathology, The Sixth Affiliated Hospital of Sun Yat-Sen University, 26 Yuan Cun 2 Cross Road, TianHe District, Guangzhou, 510655, China
| | - Su Yao
- Department of Pathology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Zaiyi Liu
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, 106 Zhongshan Er Road, Guangzhou, 510080, China
| | - Changhong Liang
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, 106 Zhongshan Er Road, Guangzhou, 510080, China
| | - Yaxi Zhu
- Department of Pathology, The Sixth Affiliated Hospital of Sun Yat-Sen University, 26 Yuan Cun 2 Cross Road, TianHe District, Guangzhou, 510655, China.
| | - Yanfen Cui
- Department of Radiology, Shanxi Cancer Hospital, Shanxi Medical University, No.3, Xinjie West Alley, Taiyuan, 030013, China.
| | - Ke Zhao
- Department of Radiology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.
- Guangdong Provincial Key Laboratory of Artificial Intelligence in Medical Image Analysis and Application, 106 Zhongshan Er Road, Guangzhou, 510080, China.
- Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.
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Li ZW, Zhang B, Liu XY, Kang B, Liu XR, Yuan C, Wei ZQ, Peng D. The Effect of Bilirubin on Clinical Outcomes of Patients With Colorectal Cancer Surgery: A Ten-Year Volume Single-Center Retrospective Study. Nutr Cancer 2023; 75:1315-1322. [PMID: 37130828 DOI: 10.1080/01635581.2023.2170430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The current study aimed to evaluate the effect of bilirubin on the outcomes of colorectal cancer (CRC) in patients who underwent radical CRC surgery. The levels of serum bilirubin, including total bilirubin (TBil), direct bilirubin (DBil) and indirect bilirubin (IBil), were divided into higher groups and lower groups according to the median. Multivariate logistic regression was performed to analyze the independent predictors for overall complications and major complications. For TBil, the hospitalization time of the higher TBil group was longer than that of the lower TBil group (p = 0.014 < 0.05). For DBil, the higher DBil group had longer operation times (p < 0.01), more intraoperative bleeding (p < 0.01), longer hospital stays (p < 0.01), and higher rates of overall complications (p < 0.01) and major complications (p = 0.021 < 0.05) than the lower DBil group. For the IBil group, blood loss during operation (p < 0.01) and hospital stays (p = 0.041 < 0.05) in the higher IBil group were lower than those in the lower IBil group. In terms of complications, we found that DBil was an independent predictor for overall complications (p < 0.01, OR = 1.036, 95% CI = 1.014-1.058) and major complications (p = 0.043, HR= 1.355, 95% CI= 1.009-1.820). Higher preoperative DBil increase the risk of complications after primary CRC surgery.
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Affiliation(s)
- Zi-Wei Li
- Department of Gastrointestinal Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Bin Zhang
- Department of Gastrointestinal Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xiao-Yu Liu
- Department of Gastrointestinal Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Bing Kang
- Department of Clinical Nutrition, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xu-Rui Liu
- Department of Gastrointestinal Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Chao Yuan
- Department of Gastrointestinal Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Zheng-Qiang Wei
- Department of Gastrointestinal Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Dong Peng
- Department of Gastrointestinal Surgery, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Spaander MCW, Zauber AG, Syngal S, Blaser MJ, Sung JJ, You YN, Kuipers EJ. Young-onset colorectal cancer. Nat Rev Dis Primers 2023; 9:21. [PMID: 37105987 PMCID: PMC10589420 DOI: 10.1038/s41572-023-00432-7] [Citation(s) in RCA: 111] [Impact Index Per Article: 55.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/24/2023] [Indexed: 04/29/2023]
Abstract
In the past decades the incidence of colorectal cancer (CRC) in people under the age of 50 years has increased, which is referred to as early-onset CRC or young-onset CRC (YO-CRC). YO-CRC is expected to account for 11% of colon cancers and 23% of rectal cancers by 2030. This trend is observed in different parts of the world and in both men and women. In 20% of patients with YO-CRC, a hereditary cancer syndrome is found as the underlying cause; however, in the majority of patients no genetic predisposition is present. Beginning in the 1950s, major changes in lifestyle such as antibiotic use, low physical activity and obesity have affected the gut microbiome and may be an important factor in YO-CRC development. Owing to a lack of screening, patients with YO-CRC are often diagnosed with advanced-stage disease. Long-term treatment-related complications should be taken into account in these younger patients, making the more traditional sequential approaches of drug therapy not always the most appropriate option. To better understand the underlying mechanism and define relationships between environmental factors and YO-CRC development, long-term prospective studies are needed with lifestyle data collected from childhood.
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Affiliation(s)
- Manon C W Spaander
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center/Erasmus MC Cancer Institute, Rotterdam, Netherlands.
| | - Ann G Zauber
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sapna Syngal
- Brigham and Women's Hospital, Boston, MA, USA
- Dana Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Martin J Blaser
- Center for Advanced Biotechnology and Medicine, Rutgers University, Piscataway, NJ, USA
| | - Joseph J Sung
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Y Nancy You
- Department of Colon and Rectal Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ernst J Kuipers
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center/Erasmus MC Cancer Institute, Rotterdam, Netherlands
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de Jong E, Kocer A. Current Methods for Identifying Plasma Membrane Proteins as Cancer Biomarkers. MEMBRANES 2023; 13:409. [PMID: 37103836 PMCID: PMC10142483 DOI: 10.3390/membranes13040409] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 03/31/2023] [Accepted: 04/01/2023] [Indexed: 06/19/2023]
Abstract
Plasma membrane proteins are a special class of biomolecules present on the cellular membrane. They provide the transport of ions, small molecules, and water in response to internal and external signals, define a cell's immunological identity, and facilitate intra- and intercellular communication. Since they are vital to almost all cellular functions, their mutants, or aberrant expression is linked to many diseases, including cancer, where they are a part of cancer cell-specific molecular signatures and phenotypes. In addition, their surface-exposed domains make them exciting biomarkers for targeting by imaging agents and drugs. This review looks at the challenges in identifying cancer-related cell membrane proteins and the current methodologies that solve most of the challenges. We classified the methodologies as biased, i.e., search cells for the presence of already known membrane proteins. Second, we discuss the unbiased methods that can identify proteins without prior knowledge of what they are. Finally, we discuss the potential impact of membrane proteins on the early detection and treatment of cancer.
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Frazzoni L, La Marca M, DI Giorgio V, Laterza L, Bazzoli F, Hassan C, Fuccio L. Endoscopic surveillance after surgery for colorectal cancer. Minerva Med 2023; 114:224-236. [PMID: 32573518 DOI: 10.23736/s0026-4806.20.06732-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Colorectal cancer (CRC) is one of the most common cancers worldwide and its global incidence is rapidly increasing among adults younger than 50 years, especially in the 20-39 age group. Once a curative resection is achieved, surveillance is mandatory. Colonoscopy has a pivotal role aimed at resecting premalignant neoplasms and detecting cancer at a curable stage. In the current review, an update on the role of surveillance colonoscopy after CRC is provided, considered the most recent international guidelines and evidence published on this issue. In particular, several questions have been answered, why, how and how often colonoscopy should be performed, whether intensive surveillance is more effective than standard surveillance, how endoscopically resected T1 cancer should be followed, the different management existing between colon and rectal cancer, and, finally, how to improve the endoscopic surveillance. In a period of resource constraints, appropriateness will be mandatory, thus understanding how to optimize the role of colonoscopy in the surveillance of patients with a history of CRC is of crucial importance. Improving the quality of colonoscopy and identifying risk factors for recurrent and new-onset CRC, will allow us to individualize the surveillance program while sparing health care cost.
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Affiliation(s)
- Leonardo Frazzoni
- Unit of Gastroenterology, Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Marina La Marca
- Unit of Gastroenterology, Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Valentina DI Giorgio
- Unit of Gastroenterology, Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Liboria Laterza
- Unit of Gastroenterology, Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Franco Bazzoli
- Unit of Gastroenterology, Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy
| | - Cesare Hassan
- Unit of Endoscopy, Nuovo Regina Margherita Hospital, Rome, Italy
| | - Lorenzo Fuccio
- Unit of Gastroenterology, Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, Bologna, Italy -
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Linke C, Hunger R, Reinwald M, Deckert M, Mantke R. Quantification of mitochondrial cfDNA reveals new perspectives for early diagnosis of colorectal cancer. BMC Cancer 2023; 23:291. [PMID: 36997875 PMCID: PMC10064655 DOI: 10.1186/s12885-023-10748-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 03/16/2023] [Indexed: 04/01/2023] Open
Abstract
BACKGROUND To unravel how the integrity of nuclear and mitochondrial circulating cell-free DNA (cfDNA) contributes to its plasma quantity in colorectal cancer (CRC) patients. METHODS CfDNA from plasma samples of 80 CRC patients stratified by tumour stage and 50 healthy individuals were extracted. Total cfDNA concentration was determined and equal template concentrations (ETC) were analyzed by quantitative real-time PCR (qPCR) resulting in small and long fragments of KRAS, Alu and MTCO3. The obtained data was also examined relative to the total cfDNA concentration (NTC) and diagnostic accuracy was estimated using receiver operating characteristics. RESULTS Total cfDNA levels were significantly higher in CRC group compared to healthy control and increased with tumour stage. Long nuclear fragment levels were significantly lower in CRC patients in ETC but not NTC condition. The integrity indices of nuclear cfDNA decreased from controls to patients with highly malignant tumor. Mitochondrial cfDNA fragment quantities were strongly reduced in early and late stages of tumor patients and prognostic value was higher in ETC. Predictive models based on either ETC or NTC predictor set showed comparable classification performance. CONCLUSION Increased blood cfDNA concentration in late UICC stages inversely correlate with nuclear cfDNA integrity index and suggest that necrotic degradation is not a major cause for higher total cfDNA quantity. The diagnostic and prognostic value of MTCO3 is highly significant in early stages of CRC and can be evaluated more comprehensively, using ETC for qPCR analysis. TRIAL REGISTRATION The study was registered retrospectively on DRKS, the german register for clinical trials (DRKS00030257, 29/09/2022).
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Affiliation(s)
- Christian Linke
- Department of General and Gastrointestinal Surgery, University Hospital Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg, Germany.
- Department of Hematology, Oncology and Palliative Medicine, University Hospital Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg, Germany.
- Faculty of Health Sciences, Joint Faculty of the Brandenburg University of Technology Cottbus - Senftenberg, the Brandenburg Medical School Theodor Fontane and the University of Potsdam, Potsdam, Germany.
| | - Richard Hunger
- Department of General and Gastrointestinal Surgery, University Hospital Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg, Germany
| | - Mark Reinwald
- Department of Hematology, Oncology and Palliative Medicine, University Hospital Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg, Germany
- Faculty of Health Sciences, Joint Faculty of the Brandenburg University of Technology Cottbus - Senftenberg, the Brandenburg Medical School Theodor Fontane and the University of Potsdam, Potsdam, Germany
| | - Markus Deckert
- Department of Hematology, Oncology and Palliative Medicine, University Hospital Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg, Germany
- Faculty of Health Sciences, Joint Faculty of the Brandenburg University of Technology Cottbus - Senftenberg, the Brandenburg Medical School Theodor Fontane and the University of Potsdam, Potsdam, Germany
| | - René Mantke
- Department of General and Gastrointestinal Surgery, University Hospital Brandenburg, Brandenburg Medical School Theodor Fontane, Brandenburg, Germany
- Faculty of Health Sciences, Joint Faculty of the Brandenburg University of Technology Cottbus - Senftenberg, the Brandenburg Medical School Theodor Fontane and the University of Potsdam, Potsdam, Germany
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Stolfi C, Pacifico T, Luiz-Ferreira A, Monteleone G, Laudisi F. Anthelmintic Drugs as Emerging Immune Modulators in Cancer. Int J Mol Sci 2023; 24:ijms24076446. [PMID: 37047419 PMCID: PMC10094506 DOI: 10.3390/ijms24076446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 03/17/2023] [Accepted: 03/28/2023] [Indexed: 03/31/2023] Open
Abstract
Despite recent advances in treatment approaches, cancer is still one of the leading causes of death worldwide. Restoration of tumor immune surveillance represents a valid strategy to overcome the acquired resistance and cytotoxicity of conventional therapies in oncology and immunotherapeutic drugs, such as immune checkpoint inhibitors and immunogenic cell death inducers, and has substantially progressed the treatment of several malignancies and improved the clinical management of advanced disease. Unfortunately, because of tumor-intrinsic and/or -extrinsic mechanisms for escaping immune surveillance, only a fraction of patients clinically respond to and benefit from cancer immunotherapy. Accumulating evidence derived from studies of drug repositioning, that is, the strategy to identify new uses for approved or investigational drugs that are outside the scope of the original medical indication, has suggested that some anthelmintic drugs, in addition to their antineoplastic effects, exert important immunomodulatory actions on specific subsets of immune cell and related pathways. In this review, we report and discuss current knowledge on the impact of anthelmintic drugs on host immunity and their potential implication in cancer immunotherapy.
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Lee CC, Lee AW, Wei PL, Liu YS, Chang YJ, Huang CY. In silico analysis to identify miR-1271-5p/PLCB4 (phospholipase C Beta 4) axis mediated oxaliplatin resistance in metastatic colorectal cancer. Sci Rep 2023; 13:4366. [PMID: 36927770 PMCID: PMC10020571 DOI: 10.1038/s41598-023-31331-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 03/09/2023] [Indexed: 03/18/2023] Open
Abstract
Oxaliplatin (OXA) is the first-line chemotherapy drug for metastatic colorectal cancer (mCRC), and the emergence of drug resistance is a major clinical challenge. Although there have been numerous studies on OXA resistance, but its underlying molecular mechanisms are still unclear. This study aims to identify key regulatory genes and pathways associated with OXA resistance. The Gene Expression Omnibus (GEO) GSE42387 dataset containing gene expression profiles of parental and OXA-resistant LoVo cells was applied to explore potential targets. GEO2R, STRING, CytoNCA (a plug-in of Cytoscape), and DAVID were used to analyze differentially expressed genes (DEGs), protein-protein interactions (PPIs), hub genes in PPIs, and gene ontology (GO)/Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis. R2 online platform was used to run a survival analysis of validated hub genes enriched in KEGG pathways. The ENCORI database predicted microRNAs for candidate genes. A survival analysis of those genes was performed, and validated using the OncoLnc database. In addition, the 'clusterProfiler' package in R was used to perform gene set enrichment analysis (GSEA). We identified 395 DEGs, among which 155 were upregulated and 240 were downregulated. In total, 95 DEGs were screened as hub genes after constructing the PPI networks. Twelve GO terms and three KEGG pathways (steroid hormone biosynthesis, malaria, and pathways in cancer) were identified as being significant in the enrichment analysis of hub genes. Twenty-one hub genes enriched in KEGG pathways were defined as key genes. Among them AKT3, phospholipase C Beta 4 (PLCB4), and TGFB1 were identified as OXA-resistance genes through the survival analysis. High expressions of AKT3 and TGFB1 were each associated with a poor prognosis, and lower expression of PLCB4 was correlated with worse survival. Further, high levels of hsa-miR-1271-5p, which potentially targets PLCB4, were associated with poor overall survival in patients with CRC. Finally, we found that PLCB4 low expression was associated with MAPK signaling pathway and VEGF signaling pathway in CRC. Our results demonstrated that hsa-miR-1271-5p/PLCB4 in the pathway in cancer could be a new potential therapeutic target for mCRC with OXA resistance.
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Affiliation(s)
- Cheng-Chin Lee
- Graduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei, Taiwan, ROC
| | - Ai-Wei Lee
- Graduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei, Taiwan, ROC. .,Department of Anatomy and Cell Biology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan, ROC.
| | - Po-Li Wei
- Department of Surgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan, ROC.,Division of Colorectal Surgery, Department of Surgery, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan, ROC.,Cancer Research Center and Translational Laboratory, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan, ROC.,Graduate Institute of Cancer Biology and Drug Discovery, Taipei Medical University, Taipei, Taiwan, ROC
| | - Yi-Shin Liu
- Graduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei, Taiwan, ROC
| | - Yu-Jia Chang
- Graduate Institute of Clinical Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan, ROC. .,Cell Physiology and Molecular Image Research Center, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan, ROC. .,Department of Pathology, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan, ROC.
| | - Chien-Yu Huang
- School of Medicine, National Tsing Hua University, Hsinchu, 300044, Taiwan, ROC. .,Institute of Molecular and Cellular Biology, National Tsing Hua University, Hsinchu, 300044, Taiwan, ROC.
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Predictive modelling for high-risk stage II colon cancer using auto-artificial intelligence. Tech Coloproctol 2023; 27:183-188. [PMID: 36031650 DOI: 10.1007/s10151-022-02685-y] [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: 06/15/2022] [Accepted: 08/08/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND Recently, stratification of high-risk stage II colon cancer (CC) and the need for adjuvant chemotherapy have been the focus of attention. The aim of this retrospective study was to define high-risk factors for recurrent stage II CC using Prediction One auto-artificial intelligence (AI) software and develop a new predictive model for high-risk stage II CC. METHODS The study included 259 consecutive pathological stage II CC patients undergoing curative resection at our institution between January 2000 and December 2016. Prediction One software with five-fold cross-validation was used to create a predictive model and receiver operating characteristic (ROC) curve. Predictive accuracy of AI was evaluated using the area under the ROC curve (AUC). We also evaluated the importance of variables (IOV) using a method based on permutation feature importance (IOV > 0.01 defined high-risk factors) to evaluate disease-free survival (DFS). RESULTS The median observation period was 6.1 (range = 0.3-15.8) years. Thirty-seven patients had recurrence (14.3%); the AUC of the AI model was 0.775. Preoperative carcinoembryonic antigen > 5.0 ng/mL (IOV = 0.047), venous invasion (IOV = 0.014), and obstruction (IOV = 0.012) were high-risk factors contributing to cancer recurrence. Patients with 2-3 high-risk factors had lower 5-year DFS than those with 0-1 factor (87.4% vs 62.7%, p < 0.001). CONCLUSIONS We developed a new predictive model that could predict recurrent high-risk stage II CC with high probability using auto-AI Prediction One software. Patients with ≥ 2 of the aforementioned factors are considered to have high risks for recurrent stage II CC and may benefit from adjuvant chemotherapy.
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EBHI: A new Enteroscope Biopsy Histopathological H&E Image Dataset for image classification evaluation. Phys Med 2023; 107:102534. [PMID: 36804696 DOI: 10.1016/j.ejmp.2023.102534] [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: 04/07/2022] [Revised: 08/30/2022] [Accepted: 01/25/2023] [Indexed: 02/19/2023] Open
Abstract
BACKGROUND AND PURPOSE Colorectal cancer has become the third most common cancer worldwide, accounting for approximately 10% of cancer patients. Early detection of the disease is important for the treatment of colorectal cancer patients. Histopathological examination is the gold standard for screening colorectal cancer. However, the current lack of histopathological image datasets of colorectal cancer, especially enteroscope biopsies, hinders the accurate evaluation of computer-aided diagnosis techniques. Therefore, a multi-category colorectal cancer dataset is needed to test various medical image classification methods to find high classification accuracy and strong robustness. METHODS A new publicly available Enteroscope Biopsy Histopathological H&E Image Dataset (EBHI) is published in this paper. To demonstrate the effectiveness of the EBHI dataset, we have utilized several machine learning, convolutional neural networks and novel transformer-based classifiers for experimentation and evaluation, using an image with a magnification of 200×. RESULTS Experimental results show that the deep learning method performs well on the EBHI dataset. Classical machine learning methods achieve maximum accuracy of 76.02% and deep learning method achieves a maximum accuracy of 95.37%. CONCLUSION To the best of our knowledge, EBHI is the first publicly available colorectal histopathology enteroscope biopsy dataset with four magnifications and five types of images of tumor differentiation stages, totaling 5532 images. We believe that EBHI could attract researchers to explore new classification algorithms for the automated diagnosis of colorectal cancer, which could help physicians and patients in clinical settings.
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Rather TB, Parveiz I, Bhat GA, Rashid G, Akhtar K, Haque R, Ola MS, Ali M, Wani RA, Khan IY, Besina S, Mudassar S. Colorectal Cancer (CRC): Investigating the Expression of the Suppressor of Fused ( SuFu) Gene and Its Relationship with Several Inflammatory Blood-Based Biomarkers. Biomedicines 2023; 11:540. [PMID: 36831076 PMCID: PMC9953361 DOI: 10.3390/biomedicines11020540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 02/01/2023] [Accepted: 02/07/2023] [Indexed: 02/15/2023] Open
Abstract
BACKGROUND Suppressor of fused (SuFu) is a tumor-suppressor gene that regulates hedgehog signaling. Its involvement in some malignancies is broadly accepted. However, its association with colorectal cancer (CRC) pathogenesis is not clear. Likewise, no study has clearly associated blood-based inflammatory biomarkers with cancer diagnosis/prognosis as yet. AIM Our goal was to look at SuFu expression levels in CRC patients and its relationship with other clinicopathological factors. Additionally, we looked into the function of a few blood-based biomarkers in CRC and whether or not a combined strategy at the genetic and clinical levels can be applied in CRC. METHODS The investigation included 98 histopathologically confirmed CRC samples and adjacent normal tissues (controls). A colonoscopy was followed by a targeted biopsy for each suspected colon cancer patient. A CT scan and MRI were also performed on every patient with rectal cancer. Real-time polymerase chain reaction and immunohistochemistry (IHC) were used for assessment. A Beckman Coulter DxH900 was used to examine blood parameters. A Beckman Coulter DxI800 was used to identify pretreatment carcinoma embryonic antigens (CEA) and carbohydrate antigens (CA 19-9) in CRC patients. RESULTS The expression of SuFu was associated with gender, education, passive smoking, tumor grade, perineural invasion (PNI), lymph node metastasis (LNM), node status, stage, vital status, and recurrence (p < 0.05). In the combined analysis, the areas under the curve produced by the platelet-to-lymphocyte ratio (PLR), neutrophil-to-lymphocyte ratio (NLR), and red cell distribution width (RDW) were the greatest (AUCRDW+PLR+NLR = 0.91, 95% CI: 0.86-0.93, p < 0.05). Furthermore, the most severe pathological features were linked to RDW, PLR, NLR, and HPR. SuFu expression, node status, LNM, PNI, and stage all had significant correlations with OS and DFS rates in IHC-based univariate survival analysis (p < 0.05). According to the Cox regression, CA-19.9 had a strong independent predictive link with 3-year DFS (p < 0.05). CONCLUSION In CRC, SuFu was downregulated both transcriptionally and translationally, was primarily nucleo-cytoplasmic, and was expressed less in high-grade tumors. In addition, SuFu was linked to a poor overall and disease-free survival rate. It may be possible to use SuFu as a therapeutic target for CRC in the future. However, SuFu expression had no effect on RDW, PLR, NLR, or HPR serum levels.
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Affiliation(s)
- Tahseen Bilal Rather
- Department of Clinical Biochemistry, Sher-I-Kashmir Institute of Medical Sciences, Soura, Srinagar 190011, India
| | - Ishrat Parveiz
- Department of Clinical Biochemistry, Sher-I-Kashmir Institute of Medical Sciences, Soura, Srinagar 190011, India
| | - Gulzar A Bhat
- Scientist Multidisciplinary Research Unit, Sher-I-Kashmir Institute of Medical Sciences, Soura, Srinagar 190011, India
| | - Gowhar Rashid
- Department of Amity Medical School, Amity University Haryana, Haryana 125001, India
| | - Kulsum Akhtar
- Department of Clinical Biochemistry, Sher-I-Kashmir Institute of Medical Sciences, Soura, Srinagar 190011, India
| | - Rizwanul Haque
- Department of Biotechnology, SEBES, Central University of South Bihar (Gaya), Bihar 824236, India
| | - Mohammad Shamsul Ola
- Department of Biochemistry, College of Science, King Saud University, Riyadh 11451, Saudi Arabia
| | - Mehboob Ali
- Senior Scientist Toxicology Invivotek Nexus, a Genesis Biotech Group LLC Company, 17 Black Forest RD, Hamilton, NJ 08690, USA
| | - Rauf A Wani
- Department of General Surgery, Sher-I-Kashmir Institute of Medical Sciences, Soura, Srinagar 190011, India
| | - Ishrat Younas Khan
- Department of Pathology, Sher-I-Kashmir Institute of Medical Sciences, Soura, Srinagar 190011, India
| | - Syed Besina
- Department of Pathology, Sher-I-Kashmir Institute of Medical Sciences, Soura, Srinagar 190011, India
| | - Syed Mudassar
- Department of Clinical Biochemistry, Sher-I-Kashmir Institute of Medical Sciences, Soura, Srinagar 190011, India
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Prognostic value of lymphovascular and perineural invasion in colorectal cancer. JOURNAL OF SURGERY AND MEDICINE 2023. [DOI: 10.28982/josam.7561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023] Open
Abstract
Background/Aim: Lymphovascular and perineural invasion (LVI and PNI, respectively) are associated with poor prognosis in various cancers. We sought to identify clinical variables associated with LVI and PNI in colorectal cancer (CRC) and their effects on survival.
Methods: Our study design is consistent with a retrospective cohort study. Data from 237 patients with documented LVI or PNI who underwent surgery for colorectal cancer between 2017 and 2021 were retrospectively reviewed. Demographic characteristics, surgery and pathology reports, disease-free and overall survival (DFS and OS, respectively) of the patients were examined.
Results: When the DFS duration of the patients were evaluated, The mean DFS of the LVI-negative group was 27.4 (15.09) months, and the mean of the LVI-positive patients was 20.45 (13) months. DFS was longer in the LVI-negative group (P<0.001). DFS was 52.26 (1.89) months in PNI-negative patients and 34.29 (2.71) months in PNI-positive patients. DFS expectation of PNI-positive patients was approximately 18 months less than that of negative patients (P<0.001). When the patients were evaluated in terms of OS duration, no significant difference was observed in LVI-negative and -positive patient groups, while the estimated OS duration was 52.29 (1.84) months in PNI-negative patients, and 40.10 (2.49) months in PNI-positive patients. OS was 12 months shorter in PNI-negative patients (P<0.001).
Conclusion: The use of PNI and LVI together was found to have a significant impact on the survival rates of patients with colorectal cancer. Documenting LVI and PNI status in biopsy specimens can aid in the management, prognosis, and decision-making for treating colorectal tumors.
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Safety of early surgery after self-expandable metallic stenting for obstructive left-sided colorectal cancer. Surg Endosc 2023; 37:3873-3883. [PMID: 36717427 DOI: 10.1007/s00464-023-09891-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 01/15/2023] [Indexed: 02/01/2023]
Abstract
BACKGROUND Self-expanding metallic stenting (SEMS) is usual for the temporary resolution of obstructive left-sided colorectal cancer (CRC) as a bridge to elective surgery. However, there is no consensus regarding adequate time intervals from stenting to radical surgery. The aim of this study was to identify the optimal time interval that results in favorable short- and long-term outcomes. METHODS Data on patients with obstructive left-sided CRC who underwent elective radical surgery after clinically successful SEMS deployment in five tertiary referral hospitals from 2004 to 2016 were analyzed, retrospectively. An inverse probability treatment-weighted propensity score analysis was used to minimize bias. Postoperative short- and long-term outcomes were compared between two groups: an early surgery (within 8 days) group and delayed surgery (after 8 days) group. RESULTS Of 311 patients, 148 (47.6%) underwent early and 163 (52.4%) underwent delayed surgery. The median surgery interval was 9.0 days. After adjustment, the groups had similar patient and tumor characteristics. In terms of short-term outcomes, there was no difference in hospitalization length or postoperative complications. No deaths were observed. With a median follow-up of 71.0 months, no significant difference was observed between the groups in 5-year overall survival (early vs. delayed surgery: 79.6% vs. 71.3%, P = 0.370) and 5-year disease-free survival (early vs. delayed surgery: 59.1% vs. 60.4%, P = 0.970). CONCLUSIONS In obstructive left-sided CRC, the time interval between SEMS and radical surgery did not significantly influence short- and long-term outcomes. Therefore, early surgery after SEMS could be suggested if there is no reason to postpone surgery for preoperative medical optimization.
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Shi L, Li X, Hu W, Chen H, Chen J, Fan Z, Gao M, Jing Y, Lu G, Ma D, Ma Z, Meng Q, Tang D, Sun H, Grzegorzek M, Qi S, Teng Y, Li C. EBHI-Seg: A novel enteroscope biopsy histopathological hematoxylin and eosin image dataset for image segmentation tasks. Front Med (Lausanne) 2023; 10:1114673. [PMID: 36760405 PMCID: PMC9902656 DOI: 10.3389/fmed.2023.1114673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 01/06/2023] [Indexed: 01/25/2023] Open
Abstract
Background and purpose Colorectal cancer is a common fatal malignancy, the fourth most common cancer in men, and the third most common cancer in women worldwide. Timely detection of cancer in its early stages is essential for treating the disease. Currently, there is a lack of datasets for histopathological image segmentation of colorectal cancer, which often hampers the assessment accuracy when computer technology is used to aid in diagnosis. Methods This present study provided a new publicly available Enteroscope Biopsy Histopathological Hematoxylin and Eosin Image Dataset for Image Segmentation Tasks (EBHI-Seg). To demonstrate the validity and extensiveness of EBHI-Seg, the experimental results for EBHI-Seg are evaluated using classical machine learning methods and deep learning methods. Results The experimental results showed that deep learning methods had a better image segmentation performance when utilizing EBHI-Seg. The maximum accuracy of the Dice evaluation metric for the classical machine learning method is 0.948, while the Dice evaluation metric for the deep learning method is 0.965. Conclusion This publicly available dataset contained 4,456 images of six types of tumor differentiation stages and the corresponding ground truth images. The dataset can provide researchers with new segmentation algorithms for medical diagnosis of colorectal cancer, which can be used in the clinical setting to help doctors and patients. EBHI-Seg is publicly available at: https://figshare.com/articles/dataset/EBHI-SEG/21540159/1.
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Affiliation(s)
- Liyu Shi
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Xiaoyan Li
- Department of Pathology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shengyang, China,*Correspondence: Xiaoyan Li ✉
| | - Weiming Hu
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Haoyuan Chen
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Jing Chen
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Zizhen Fan
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Minghe Gao
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Yujie Jing
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Guotao Lu
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Deguo Ma
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Zhiyu Ma
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Qingtao Meng
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Dechao Tang
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Hongzan Sun
- Shengjing Hospital, China Medical University, Shenyang, China
| | - Marcin Grzegorzek
- Institute of Medical Informatics, University of Lübeck, Lübeck, Germany,Department of Knowledge Engineering, University of Economics in Katowice, Katowice, Poland
| | - Shouliang Qi
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Yueyang Teng
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Chen Li
- Microscopic Image and Medical Image Analysis Group, College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China,Chen Li ✉
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Zhang L, Deng Y, Liu S, Zhang W, Hong Z, Lu Z, Pan Z, Wu X, Peng J. Lymphovascular invasion represents a superior prognostic and predictive pathological factor of the duration of adjuvant chemotherapy for stage III colon cancer patients. BMC Cancer 2023; 23:3. [PMID: 36593480 PMCID: PMC9808960 DOI: 10.1186/s12885-022-10416-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 12/06/2022] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Lymphovascular invasion (LVI) and perineural invasion (PNI) can indicate poor survival outcomes in colorectal cancer, but few studies have focused on stage III colon cancer. The current study aimed to confirm the prognostic value of LVI and PNI and identify patients who could benefit from a complete duration of adjuvant chemotherapy based on the two pathological factors. METHODS We enrolled 402 consecutive patients with stage III colon cancer who received colon tumor resection from November 2007 to June 2016 at Sun Yat-sen University Cancer Center. Survival analyses were performed by using Kaplan-Meier method with log-rank tests. Risk factors related to disease-free survival (DFS) and overall survival (OS) were identified through Cox proportional hazards analysis. RESULTS 141 (35.1%) patients presented with LVI, and 108 (26.9%) patients with PNI. The LVI-positive group was associated with poorer 3-year DFS (86.5% vs. 76.3%, P = 0.001) and OS (96.0% vs. 89.1%, P = 0.003) rates compared with the LVI-negative group. The PNI-positive group showed a worse outcome compared with the PNI-negative group in 3-year DFS rate (72.5% vs. 86.7%, P < 0.001). Moreover, LVI-positive group present better 3-year DFS and OS rate in patients completing 6-8 cycles of adjuvant chemotherapy than those less than 6 cycles (3-year DFS: 80.0% vs. 64.9%, P = 0.019; 3-year OS: 93.2% vs. 76.3%, P = 0.002). CONCLUSIONS LVI is a superior prognostic factor to PNI in stage III colon cancer patients undergoing curative treatment. PNI status can noly predict the 3-year DFS wihout affecting the 3-year OS. Furthermore, LVI also represents an effective indicator for adjuvant chemotherapy duration.
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Affiliation(s)
- Linjie Zhang
- grid.488530.20000 0004 1803 6191Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
| | - Yuxiang Deng
- grid.440601.70000 0004 1798 0578Department of Thyroid and Breast Surgery, Peking University Shenzhen Hospital, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, 518000 Shenzhen, P. R. China
| | - Songran Liu
- grid.488530.20000 0004 1803 6191Department of Pathology, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
| | - Weili Zhang
- grid.488530.20000 0004 1803 6191Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
| | - Zhigang Hong
- grid.488530.20000 0004 1803 6191Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
| | - Zhenhai Lu
- grid.488530.20000 0004 1803 6191Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
| | - Zhizhong Pan
- grid.488530.20000 0004 1803 6191Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
| | - Xiaojun Wu
- grid.488530.20000 0004 1803 6191Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
| | - Jianhong Peng
- grid.488530.20000 0004 1803 6191Department of Colorectal Surgery, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangdong 510060 Guangzhou, P. R. China
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Liu F, Peng D, Liu XY, Liu XR, Li ZW, Wei ZQ, Wang CY. The effect of carbon nanoparticles staining on lymph node tracking in colorectal cancer: A propensity score matching analysis. Front Surg 2023; 10:1113659. [PMID: 36936663 PMCID: PMC10014567 DOI: 10.3389/fsurg.2023.1113659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 02/13/2023] [Indexed: 03/06/2023] Open
Abstract
Purpose The aim of this study was to evaluate the effect of carbon nanoparticles staining (CNS) on colorectal cancer (CRC) surgery, lymph node tracing and postoperative complications using propensity score matching (PSM). Method Patients who were diagnosed with CRC and underwent surgery were retrospectively collected from a single clinical center from Jan 2011 to Dec 2021. Baseline characteristics, surgical information and postoperative information were compared between the CNS group and the non-CNS group. PSM was used to eliminate bias. Results A total of 6,886 patients were enrolled for retrospective analysis. There were 2,078 (30.2%) patients in the CNS group and 4,808 (69.8%) patients in the non-CNS group. After using 1: 1 ratio PSM to eliminate bias, there were 2,045 patients left in each group. Meanwhile, all of their baseline characteristics were well matched and there was no statistical significance between the two groups (P > 0.05). In terms of surgical information and short-term outcomes, the CNS group had less intraoperative blood loss (P < 0.01), shorter operation time (P < 0.01), shorter postoperative hospital stay (P < 0.01), less metastatic lymph nodes (P = 0.013), more total retrieved lymph nodes (P < 0.01), more lymphatic fistula (P = 0.011) and less postoperative overall complications (P < 0.01) than the non-CNS group before PSM. After PSM, the CNS group had less intraoperative blood loss (P = 0.004), shorter postoperative hospital stay (P < 0.01) and more total retrieved lymph nodes (P < 0.01) than the non-CNS group. No statistical difference was found in other outcomes (P > 0.05). Conclusion Preoperative CNS could help the surgeons detect more lymph nodes, thus better determining the patient's N stage. Furthermore, it could reduce intraoperative blood loss and reduce the hospital stay.
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Kao YK, Chen HP, Liu KW, Song LC, Chen YC, Lin YC, Chen CI. Impact on inadequate lymph node harvest on survival in T4N0 colorectal cancer: A would-be medical center experience in Taiwan. Medicine (Baltimore) 2022; 101:e32497. [PMID: 36595998 PMCID: PMC9803501 DOI: 10.1097/md.0000000000032497] [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: 12/31/2022] Open
Abstract
Insufficient lymph node harvest (< 12) may lead to incorrect classification of stage I and II disease. Many studies have indicated a poor prognosis with inadequate lymph node harvest in stages I to III, but few studies have demonstrated the relationship between low lymph node harvest and T4 disease. This study aimed to identify the influence of insufficient number of lymph nodes harvested on survival in T4N0 colorectal cancer. We enrolled patients with T4N0 colorectal cancer who underwent radical resection between 2010 and 2016. A total of 155 patients were divided into 2 groups; 142 patients had ≥ 12 harvested lymph nodes, and the other 13 had < 12 lymph nodes. All patients were followed up for at least 5 years. The primary outcome was the impact of the number of lymph nodes harvested on disease-free survival and overall survival, which were investigated using Kaplan-Meier survival techniques. There were no significant differences in recurrence rate, emergent or elective surgery, laparoscopic or open surgery, or chemotherapy between the 2 groups. Kaplan-Meier analyses showed no statistical differences in 5-year disease-free survival (P = .886) and 5-year overall survival (P = .832) between the groups. There were no significant differences in disease-free survival and overall survival between patients with adequate (≥ 12) and inadequate (< 12) lymph node harvest in T4N0 colorectal cancers.
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Affiliation(s)
- Yi-Kai Kao
- Division of Colon and Rectal Surgery, Department of Surgery, E-DA Hospital, Kaohsiung, Taiwan
| | - Hsin-Pao Chen
- Division of Colon and Rectal Surgery, Department of Surgery, E-DA Hospital, Kaohsiung, Taiwan
| | - Kuang-Wen Liu
- Division of Colon and Rectal Surgery, Department of Surgery, E-DA Hospital, Kaohsiung, Taiwan
| | - Ling-Chiao Song
- Division of Colon and Rectal Surgery, Department of Surgery, E-DA Hospital, Kaohsiung, Taiwan
| | - Yi-Chieh Chen
- Division of Colon and Rectal Surgery, Department of Surgery, E-DA Hospital, Kaohsiung, Taiwan
| | - Yu-Chun Lin
- Division of Colon and Rectal Surgery, Department of Surgery, E-DA Hospital, Kaohsiung, Taiwan
| | - Chih-I Chen
- Division of Colon and Rectal Surgery, Department of Surgery, E-DA Hospital, Kaohsiung, Taiwan
- Division of General Medicine Surgery, Department of Surgery, E-DA Hospital, Kaohsiung, Taiwan
- School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
- School of Chinese Medicine for Post Baccalaureate, I-Shou University, Kaohsiung, Taiwan
- * Correspondence: Chih-I Chen, Division of Colon and Rectal Surgery, Department of Surgery, E-DA Hospital, No. 1, Yida Road, Yanchao District, Kaohsiung City 824, Taiwan (e-mail: )
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Morini A, Annicchiarico A, De Giorgi F, Ferioli E, Romboli A, Montali F, Crafa P, Costi R. Local excision of T1 colorectal cancer: good differentiation, absence of lymphovascular invasion, and limited tumor radial infiltration (≤4.25 mm) may allow avoiding radical surgery. Int J Colorectal Dis 2022; 37:2525-2533. [PMID: 36335216 DOI: 10.1007/s00384-022-04279-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/26/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND Early colorectal cancer (ECC) is defined as T1NXM0 colorectal cancer (CRC). Although a non-negligible number of T1-CRCs presents metastatic lymph-nodes, local excision is increasingly proposed as alternative to radical resection. Several criteria have been suggested to identify low-risk T1-CRC, but recommendations on this topic are still heterogeneous. This study aims to identify criteria associated with N+ T1-CRC, to select patients to undergo (or not) local excision. METHODS A retrospective analysis of demographic, clinical, and histology criteria of 122 consecutive T1-CRC patients undergoing radical resection at Parma University Hospital between 2000 and 2018 has been performed. RESULTS Lymph-node metastasis (LNM) was observed in 15/122 patients (12.3%). No LNM was observed among well-differentiated (G1) tumors (0/37), while 10/65 (15.4%) G2 cases as well as 5/20 (25%) G3 patients presented LNM. G1 was associated with absence of LNM (p = 0.013). After excluding G1 patients, the rate of N + T1-CRC was 17.6% (15/85). LNM was observed in 4/8 (50%) patients with lymphovascular invasion (LVI) and in 11/77 (14.2%) without LVI. LVI resulted being associated with LNM (p < 0.042). LNM was reported in 28.3% of cases with a tumor infiltration >4.25 mm (13/46), compared to 5.1% in cases with an infiltration ≤4.25 mm (2/39) (p = 0.012). In Cox regression analysis, the higher hazard ratio (HR) was reported for the LVI + and infiltration >4.25 mm (HR 24.849). CONCLUSIONS In patients with ECC (pT1NXM0), good differentiation (G1), absence of lymphovascular invasion (LVI-), and tumor radial infiltration ≤4.25 mm may allow performing local resection and avoiding radical surgery.
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Affiliation(s)
- Andrea Morini
- Dipartimento di Medicina e Chirurgia, Università di Parma, Parma, Italia.,Unità di Chirurgia Oncologica, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Arcispedale Santa Maria Nuova di Reggio Emilia, Reggio Emilia, Italia
| | - Alfredo Annicchiarico
- Dipartimento di Medicina e Chirurgia, Università di Parma, Parma, Italia. .,Unità Operativa di Chirurgia Generale, Sede Ulteriore dell'Università di Parma, Ospedale di Vaio, Azienda Sanitaria Locale di Parma, Fidenza (Parma), Italia.
| | - Federica De Giorgi
- Dipartimento di Medicina e Chirurgia, Università di Parma, Parma, Italia.,Unità Operativa di Anatomia Patologica, Azienda Ospedaliero-Universitaria di Parma, Parma, Italia
| | - Elena Ferioli
- Dipartimento di Medicina e Chirurgia, Università di Parma, Parma, Italia.,Unità Operativa di Anatomia Patologica, Azienda Ospedaliero-Universitaria di Parma, Parma, Italia
| | - Andrea Romboli
- Dipartimento di Medicina e Chirurgia, Università di Parma, Parma, Italia
| | - Filippo Montali
- Unità Operativa di Chirurgia Generale, Sede Ulteriore dell'Università di Parma, Ospedale di Vaio, Azienda Sanitaria Locale di Parma, Fidenza (Parma), Italia
| | - Pellegrino Crafa
- Dipartimento di Medicina e Chirurgia, Università di Parma, Parma, Italia.,Unità Operativa di Anatomia Patologica, Azienda Ospedaliero-Universitaria di Parma, Parma, Italia
| | - Renato Costi
- Dipartimento di Medicina e Chirurgia, Università di Parma, Parma, Italia.,Unità Operativa di Chirurgia Generale, Sede Ulteriore dell'Università di Parma, Ospedale di Vaio, Azienda Sanitaria Locale di Parma, Fidenza (Parma), Italia
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Liu S, Zhang K, Hu X. Comparative efficacy and safety of Chinese medicine injections combined with capecitabine and oxaliplatin chemotherapies in treatment of colorectal cancer: A bayesian network meta-analysis. Front Pharmacol 2022; 13:1004259. [PMID: 36523501 PMCID: PMC9745148 DOI: 10.3389/fphar.2022.1004259] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 11/15/2022] [Indexed: 06/12/2024] Open
Abstract
Objective: The aim of the present Bayesian network meta-analysis (NMA) was to explore the comparative effectiveness and safeaty of different Chinese Medicine injections (CMIs) combined with the XELOX regimen versus XELOX alone for colorectal cancer (CRC). Methods: A comprehensive search for randomized controlled trials (RCTs) was performed with regard to different CMIs for the treatment of CRC in several electronic databases up to April 2022. The quality assessment of the included RCTs was conducted according to the Cochrane risk of bias tool. Standard pair-wise and Bayesian NMA were designed to comparethe effectiveness and safety of different CMIs combined with the XELOX regimen by utilizing R 4.0.3 software and Stata 15.1 software simultaneously. Results: Initially, a total of 4296 citations were retrieved through comprehensive searching, and 32 eligible articles involving 2847 participants and 11 CMIs were ultimately included. CMIs combined with XELOX were superior to the XELOX regimen alone, and a total of ten Observation Indicators were included in the study, with the following results. Among all the injections, Shengmaiyin, Shenmai, and Kanglaite combined with the XELOX regimen were the three CMIs with the highest clinical efficiency. The top three in terms of improving CD3+ values were Shengmaiyin, Shenqifuzheng, and Cinobufacini injections. Shenqifuzheng, Shengmaiyin, and BruceaJavanica oil injections combined with the XELOX regimen performed best at raising CD4+ values. Kanglaite, Cinobufacini, and Matrine injections combined with the XELOX regimen performed best in improving CD4+/CD8+ rates. The top three in terms of improving performance status were Xiaoaiping, Shenmai, and Kanglaite injections. Cinobufacini and Brucea Javanica oil injections combined with the XELOX regimen performed best at raising CD8+ values. Shenqifuzheng, Kangai, and Matrine injections combined with the XELOX regimen performed best in improving Gastrointestinal reactions.The top threein terms of improving Leukopenia were Shenqifuzheng, Compound Kushen and Kanglaite injections. The top three in terms of improving Platelet decline were Compound Kushen, Cinobufacini and Shenqifuzheng injections. Additionally, those that were best at improving nausea and vomitting were Cinobufacini, Compound Kushen and Aidi injections. Conclusion: The results of the analysis demonstrated thatShengmaiyin, Kanglaite, and Cinobufacini injections and the XELOX regimen were associated with morepreferable and beneficial outcomes than other CMI groups. Nevertheless, additional results from multicenter trials and high-quality studies will bevital to support our findings. Systematic Review Registration: https://www.crd.york.ac.uk/PROSPERO/display_record.php?RecordID=326097, CRD42022326097.
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Affiliation(s)
- Shuzhen Liu
- Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Kun Zhang
- Linyi Traditional Chinese Medicine Hospital, Linyi, China
| | - Xianfang Hu
- Linyi Traditional Chinese Medicine Hospital, Linyi, China
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Viñal D, Martinez-Recio S, Martinez-Perez D, Ruiz-Gutierrez I, Jimenez-Bou D, Peña-Lopez J, Alameda-Guijarro M, Martin-Montalvo G, Rueda-Lara A, Gutierrez-Sainz L, Palacios ME, Custodio AB, Ghanem I, Feliu J, Rodríguez-Salas N. Clinical Score to Predict Recurrence in Patients with Stage II and Stage III Colon Cancer. Cancers (Basel) 2022; 14:cancers14235891. [PMID: 36497373 PMCID: PMC9735724 DOI: 10.3390/cancers14235891] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 11/11/2022] [Accepted: 11/21/2022] [Indexed: 12/03/2022] Open
Abstract
Background: The prognosis of patients with stage II and stage III colon cancer is heterogeneous. Clinical and pathological characteristics, such as tumor budding, may help to further refine the recurrence risk. Methods: We included all the patients with localized colon cancer at Hospital Universitario La Paz from October 2016 to October 2021. We built a prognostic score for recurrence in the training cohort based on multivariate cox regression analysis and categorized the patients into two risk groups. Results: A total of 440 patients were included in the training cohort. After a median follow-up of 45 months, 81 (18%) patients had a first tumor recurrence. T4, N2, and high tumor budding remained with a p value <0.05 at the last step of the multivariate cox regression model for time to recurrence (TTR). We assigned 2 points to T4 and 1 point to N2 and high tumor budding. Forty-five percent of the patients were assigned to the low-risk group (score = 0). Compared to the high-risk group (score 1−4), patients in the low-risk group had a significantly longer TTR (hazard ratio for disease recurrence of 0.14 (95%CI: 0.00 to 0.90; p < 0.045)). The results were confirmed in the validation cohort. Conclusions: In our study, we built a simple score to predict tumor recurrence based on T4, N2, and high tumor budding. Patients in the low-risk group, that comprised 44% of the cohort, had an excellent prognosis.
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Affiliation(s)
- David Viñal
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | | | | | - Iciar Ruiz-Gutierrez
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Diego Jimenez-Bou
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Jesús Peña-Lopez
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | | | - Gema Martin-Montalvo
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Antonio Rueda-Lara
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | | | | | - Ana Belén Custodio
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Ismael Ghanem
- Department of Medical Oncology, Hospital Universitario La Paz, 28046 Madrid, Spain
| | - Jaime Feliu
- Department of Medical Oncology, Hospital Universitario La Paz, IdiPAZ, Catedra UAM-AMGEN, CIBERONC, 28046 Madrid, Spain
- Correspondence:
| | - Nuria Rodríguez-Salas
- Department of Medical Oncology, Hospital Universitario La Paz, IdiPAZ, CIBERONC, 28046 Madrid, Spain
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Liu LL, Xiang ZL. Adjuvant chemotherapy improves survival in high-risk stage II colon cancer: a retrospective cohort study. Therap Adv Gastroenterol 2022; 15:17562848221137758. [PMID: 36458048 PMCID: PMC9706075 DOI: 10.1177/17562848221137758] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Accepted: 10/24/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND The survival advantage of postoperative chemotherapy for high-risk stage II colon cancer (CC) patients remains unclear. OBJECTIVES The purpose was to evaluate the survival of high-risk stage II CC cases treated with chemotherapy and to construct survival prediction models to predict the survival benefit from chemotherapy. DESIGN The study is a retrospective observational cohort study. METHODS Data on patients with stage II CC diagnosed from 2005 to 2019 who underwent radical surgery were obtained from the Surveillance, Epidemiology and End Results (SEER) database. A 1:1 propensity score matching (PSM) was applied to obtain two cohorts, chemotherapy versus no chemotherapy. A chi-square analysis was used to assess the differences before and after PSM in the above two groups. Kaplan-Meier survival analysis and Cox proportional hazards regression were applied to investigate the 5- and 10-year overall survival (OS) and cancer cause-specific survival (CSS). The predictive power of the constructed models was assessed by the concordance index (C-index) and calibration curves. RESULTS Of the 37,050 cases, 14,744 (39.8%) stage II CC were at high-risk and 29.2% of them received chemotherapy. Age, T stage, marital status, histologic grade, gender, and site independently influenced the reception of chemotherapy. The survival advantage of chemotherapy in the high-risk patients remained positive before and after PSM. The estimated 3, 5, and 10 years OS rates of chemotherapy group were 9.3, 10.7, and 15.6% higher than the nonchemotherapy group, respectively. Four nomograms predicting OS and CSS were established, with great discrimination (C-index between 0.627 and 0.691) and excellent calibration. CONCLUSION Postoperative chemotherapy is beneficial for high-risk stage II CC patients, including the elderly patients (over 65 years of age). Our study developed nomograms to quantify the survival benefit of chemotherapy among high-risk stage II CC patients to develop personalized treatment recommendations and guide management decisions.
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Affiliation(s)
- Lin-Lin Liu
- Department of Radiation Oncology, Shanghai East
Hospital, School of Medicine, Tongji University, Shanghai, China
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78
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Ogata S, Fujita F, Fujiyoshi K, Sudou T, Yoshida T, Koushi K, Murotani K, Yamauchi S, Sugihara K, Akagi Y. Prognostic Value of Preoperative Carcinoembryonic Antigen and Carbohydrate Antigen 19-9 Levels for Adjuvant Chemotherapy in Stage II Colorectal Cancer: A Nationwide Multicenter Retrospective Study. J Anus Rectum Colon 2022; 6:249-258. [PMID: 36348948 PMCID: PMC9613416 DOI: 10.23922/jarc.2022-020] [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: 04/12/2022] [Accepted: 05/25/2022] [Indexed: 01/25/2023] Open
Abstract
Objectives Adjuvant chemotherapy for stage II colorectal cancer patients with high-risk factors for recurrence can be useful; however, its advantage in prognosis remains to be controversial. Thus, in this study, we aimed to assess whether a combination of preoperative serum carcinoembryonic antigen (CEA) and carbohydrate antigen 19-9 (CA19-9) levels can predict the prognosis and advantage of adjuvant chemotherapy. Methods Using a Japanese nationwide database, in total, 3,688 patients with curative resected stage II colorectal cancer were registered retrospectively between 2008 and 2012 in 24 referral institutions. Patients were classified into three groups as follows: Group A (both non-high levels of CEA and CA19-9), Group B (either high levels of CEA or CA19-9), and Group C (both high levels of CEA and CA19-9). Results Multivariable Cox regression analysis, adjusting the depth of tumor invasion, number of dissected lymph nodes, tumor differentiation, lymphatic and venous invasion, and other covariates, showed that the 5-year disease-free survival and overall survival were shorter in Group C than in Groups A and B. Furthermore, in Group C, the 5-year disease-free survival rate was improved in the surgery-plus-AC group compared to the surgery-alone group. Conclusions As with existing high-risk factors for recurrence, the combination assessment of preoperative serum CEA and CA19-9 can predict the prognosis for colorectal cancer. Adjuvant chemotherapy may provide a prolonged disease-free survival advantage in stage II colorectal cancer patients with high levels of both tumor markers.
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Affiliation(s)
- Suguru Ogata
- Department of Surgery, Kurume University School of Medicine, Fukuoka, Japan
| | - Fumihiko Fujita
- Department of Surgery, Kurume University School of Medicine, Fukuoka, Japan
| | - Kenji Fujiyoshi
- Department of Surgery, Kurume University School of Medicine, Fukuoka, Japan
| | - Tomoya Sudou
- Department of Surgery, Kurume University School of Medicine, Fukuoka, Japan
| | - Takefumi Yoshida
- Department of Surgery, Kurume University School of Medicine, Fukuoka, Japan
| | - Kenichi Koushi
- Department of Surgery, Kurume University School of Medicine, Fukuoka, Japan
| | | | - Shinichi Yamauchi
- Department of Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Kenichi Sugihara
- Department of Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yoshito Akagi
- Department of Surgery, Kurume University School of Medicine, Fukuoka, Japan
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Wang X, Qi R, Xu Y, Lu X, Shi Q, Wang Y, Wang D, Wang C. Clinicopathological characteristics and prognosis of colon cancer with lung metastasis without liver metastasis: A large population-based analysis. Medicine (Baltimore) 2022; 101:e31333. [PMID: 36281166 PMCID: PMC9592286 DOI: 10.1097/md.0000000000031333] [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: 11/15/2022] Open
Abstract
Distant metastasis explains the high mortality rate of colon cancer, in which lung metastasis without liver metastasis (LuM) is a rare subtype. This study is aimed to identify risk factors of LuM and LLM (lung metastasis with liver metastasis) from colon cancer, and to analyze the prognosis of patients with LuM by creating a nomogram. Patients' information were obtained from the Surveillance, Epidemiology, and End Results (SEER) database. Multivariable logistic regression analysis was used to determine the risk factors for LuM and LLM. Prognostic factors for cancer-specific survival (CSS) and overall survival (OS) were identified by multivariate Cox proportional hazards regression and nomogram models were established to predict CSS and OS. Multivariate logistic regression analysis showed that blacks, splenic flexure of colon tumor, tumor size >5 cm, T4, N3, and higher lymph node positive rate were associated with the occurrence of LuM. Meanwhile, age >65 years old, female, splenic flexure of colon, higher lymph node positive rate, and brain metastasis were independent risk factors for CSS. The C-index of the prediction model for CSS was 0.719 (95% CI: 0.691-0.747). In addition, age, primary site, tumor size, differentiation grade, N stage, and bone metastasis were significantly different between LuM and LLM. The nomograms we created were effective in predicting the survival of individuals. Furthermore, patients with LuM and LLM from colon cancer might require different follow-up intervals and examinations.
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Affiliation(s)
- Xiao Wang
- Department of Colorectal Surgery, The First People’s Hospital of Fuyang, Hangzhou, Zhejiang Province, P. R. China
| | - Ruihua Qi
- Department of Colorectal Surgery, The First People’s Hospital of Fuyang, Hangzhou, Zhejiang Province, P. R. China
| | - Ying Xu
- Department of Colorectal Surgery, The First People’s Hospital of Fuyang, Hangzhou, Zhejiang Province, P. R. China
| | - Xingang Lu
- Department of Colorectal Surgery, The First People’s Hospital of Fuyang, Hangzhou, Zhejiang Province, P. R. China
| | - Qing Shi
- Department of Colorectal Surgery, The First People’s Hospital of Fuyang, Hangzhou, Zhejiang Province, P. R. China
| | - Ya Wang
- Institute of Cancer and Basic Medicine (ICBM), Chinese Academy of Sciences, Department of Hospital Infection-Control, Cancer Hospital of the University of Chinese Academy of Sciences, Department of Hospital Infection-Control, Zhejiang Cancer Hospital, Hangzhou, Zhejiang Province, P. R. China
| | - Da Wang
- Department of Colorectal Surgery, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang Province, P. R. China
- *Correspondence: Chunliang Wang, Department of Colorectal Surgery, The First People’s Hospital of Fuyang, Hangzhou, Zhejiang Province 311499, P. R. China (e-mail: )
| | - Chunliang Wang
- Department of Colorectal Surgery, The First People’s Hospital of Fuyang, Hangzhou, Zhejiang Province, P. R. China
- *Correspondence: Chunliang Wang, Department of Colorectal Surgery, The First People’s Hospital of Fuyang, Hangzhou, Zhejiang Province 311499, P. R. China (e-mail: )
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Nakagami Y, Hazama S, Suzuki N, Yoshida S, Tomochika S, Matsui H, Shindo Y, Tokumitsu Y, Matsukuma S, Watanabe Y, Iida M, Tsunedomi R, Takeda S, Fujita T, Kawakami Y, Ogihara H, Hamamoto Y, Ioka T, Tanabe T, Ueno T, Nagano H. CD4 and FOXP3 as predictive markers for the recurrence of T3/T4a stage II colorectal cancer: applying a novel discrete Bayes decision rule. BMC Cancer 2022; 22:1071. [PMID: 36253752 PMCID: PMC9578193 DOI: 10.1186/s12885-022-10181-7] [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: 04/29/2022] [Accepted: 10/06/2022] [Indexed: 12/24/2022] Open
Abstract
Background We recently reported the relapse-free survival (RFS) significance of the combination of CD4+ and forkhead box P3+ (FOXP3) T-cell densities identified by immunohistochemistry in patients with stage I, II, and III colorectal cancer (CRC) who underwent curative resections. This study was designed to determine the optimal combination of markers that predict recurrence in patients with T factors of T3/T4a stage II CRC by applying a novel Bayes decision rule. Methods Using 137 cancer tissue specimens from T3/T4a stage II patients, 12 clinicopathologic and immune factors were analysed as predictive candidates for recurrence. Results Our study showed that the combination of low CD4+ and low FOXP3+ T-cell densities resulted in extremely poor RFS. Conclusions Adjuvant chemotherapy may be considered for patients with a combination of low CD4+ and low FOXP3+ T-cell densities. The discovery of this new prognostic indicator is important for the appropriate management of patients undergoing curative resection for T3/T4a stage II CRC. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-10181-7.
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Affiliation(s)
- Yuki Nakagami
- Department of Translational Research and Developmental Therapeutics Against Cancer, Yamaguchi University School of Medicine, Ube, Yamaguchi, Japan.,Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan.,Department of Public Health and Preventive Medicine, Yamaguchi University Graduate School of Medicine, Ube, Yamaguchi, Japan
| | - Shoichi Hazama
- Department of Translational Research and Developmental Therapeutics Against Cancer, Yamaguchi University School of Medicine, Ube, Yamaguchi, Japan.,Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Nobuaki Suzuki
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Shin Yoshida
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Shinobu Tomochika
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Hiroto Matsui
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Yoshitaro Shindo
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Yukio Tokumitsu
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Satoshi Matsukuma
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Yusaku Watanabe
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Michihisa Iida
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Ryouichi Tsunedomi
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Shigeru Takeda
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan
| | - Tomonobu Fujita
- Division of Cellular Signaling, Institute for Advanced Medical Research, Keio University School of Medicine, Shinjuku, Tokyo, Japan
| | - Yutaka Kawakami
- Division of Cellular Signaling, Institute for Advanced Medical Research, Keio University School of Medicine, Shinjuku, Tokyo, Japan
| | - Hiroyuki Ogihara
- Division of Electrical, Electronic and Information Engineering, Graduate School of Sciences and Technology for Innovation, Yamaguchi University, Ube, Yamaguchi, Japan.,Department of Computer Science and Electronic Engineering, National Institute of Technology, Tokuyama College, Shunan, Yamaguchi, Japan
| | - Yoshihiko Hamamoto
- Division of Electrical, Electronic and Information Engineering, Graduate School of Sciences and Technology for Innovation, Yamaguchi University, Ube, Yamaguchi, Japan
| | - Tatsuya Ioka
- Department of Oncology Center, Yamaguchi University Hospital, Ube, Yamaguchi, Japan
| | - Tsuyoshi Tanabe
- Department of Public Health and Preventive Medicine, Yamaguchi University Graduate School of Medicine, Ube, Yamaguchi, Japan
| | - Tomio Ueno
- Department of Digestive Surgery, Kawasaki Medical University, Kurashiki, Okayama, Japan
| | - Hiroaki Nagano
- Department of Gastroenterological, Breast and Endocrine Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-Kogushi, Ube, Yamaguchi, 755-8505, Japan.
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CDX2 as a Predictive Biomarker Involved in Immunotherapy Response Suppresses Metastasis through EMT in Colorectal Cancer. DISEASE MARKERS 2022; 2022:9025668. [PMID: 36277982 PMCID: PMC9582897 DOI: 10.1155/2022/9025668] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Revised: 09/12/2022] [Accepted: 09/30/2022] [Indexed: 11/18/2022]
Abstract
Background Studies have confirmed that Caudal Type Homeobox 2 (CDX2) plays a tumor suppressor role in colorectal cancer (CRC) and as a prognostic and predictive marker for colorectal cancer. The epithelial to mesenchymal transition (EMT) is a transdifferentiation process, providing migratory and invasive properties to cancer cells during tumor progression. However, the role of CDX2 during the activation of EMT in CRC maintains controversial. Aim To investigate whether CDX2 is associated with EMT in CRC. Methods Forty-six CRC patients were included in the study. Expressions of CDX2, E-cadherin, and N-cadherin in all CRC patients were detected by IHC. ROC assays were applied to detect cut-off points for IHC scores to distinguish high and low expressions of CDX2 in 46 CRC samples. The prognostic value of CDX2 was statistically analyzed. MTT, Western blot, invasion, and migration assays in vitro were employed to explore the function of CDX2. Results We observed that high expressions of CDX2 and E-cadherin as well as low expressions of N-cadherin were significantly correlated with favorable prognosis. The levels of CDX2 protein exhibited a positive associated with E-cadherin while negative correlation with N-cadherin. Then, the low expression of CDX2 and high expression of CA199 in combination are positively related with poor prognosis. Overexpression of CDX2 reduced expression of MMP-2 and diminished cell proliferation, invasion, and migration, while knockdown CDX2 enhanced MMP-2 expression and increased cell proliferation, invasion, and migration in HCT-116 cells. CDX2 was correlated with expression of EMT markers. Overexpression of CDX2 suppressed the EMT markers indicating that CDX2 suppresses CRC cell viability, invasion, and metastasis through inhibiting EMT. Finally, we found that the expression of CDX2 was negatively associated with Th1 cells, macrophages, Th2 cells, cytotoxic cells, T cells, and T helper cells. Conclusions These results indicated CDX2 as prognostic biomarkers involved in immunotherapy response for CRC. CDX2 loss promotes metastasis in CRC through a CDX2-dependent mechanism.
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Spadaccini M, Bourke MJ, Maselli R, Pioche M, Bhandari P, Jacques J, Haji A, Yang D, Albéniz E, Kaminski MF, Messmann H, Herreros de Tejada A, Sferrazza S, Pekarek B, Rivory J, Geyl S, Gulati S, Draganov P, Shahidi N, Hossain E, Fleischmann C, Vespa E, Iannone A, Alkandari A, Hassan C, Repici A. Clinical outcome of non-curative endoscopic submucosal dissection for early colorectal cancer. Gut 2022; 71:1998-2004. [PMID: 35058275 DOI: 10.1136/gutjnl-2020-323897] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 01/08/2022] [Indexed: 12/27/2022]
Abstract
OBJECTIVE Endoscopic submucosal dissection (ESD) in a curative intent for submucosa-invasive early (T1) colorectal cancers (T1-CRCs) often leads to subsequent surgical resection in case of histologic parameters indicating higher risk of nodal involvement. In some cases, however, the expected benefit may be offset by the surgical risks, suggesting a more conservative approach. DESIGN Retrospective analysis of consecutive patients with T1-CRC who underwent ESD at 13 centres ending inclusion in 2019 (n=3373). Cases with high risk of nodal involvement (non-curative ESD: G3, submucosal invasion>1000 µm, lymphovascular involvement, budding or incomplete resection/R1) were analysed if follow-up data (endoscopy/imaging) were available, regardless of the postendoscopic management (follow-up vs surgery) selected by the multidisciplinary teams in these institutions. Comorbidities were classified according to Charlson Comorbidity Index (CCI). Outcomes were disease recurrence, death and disease-related death rates in the two groups. Rate of residual disease (RD) at both the previous resection site and regional lymph nodes was assessed in the surgical cases as well as from follow-up in the follow-up group. RESULTS Of 604 patients treated by colorectal ESD for submucosally invasive cancer, 207 non-curative resections (34.3%) were included (138 male; mean age 67.6±10.9 years); in 65.2% of cases, no complete resection was achieved (R1). Of the 207 cases, 60.9% (n=126; median CCI: 3; IQR: 2-4) underwent surgical treatment with RD in 19.8% (25/126), while 39.1% (n=81, median CCI: 5; IQR: 4-6) were followed up by endoscopy in all cases. Patients in the follow-up group had a higher overall mortality (HR=3.95) due to non-CRC causes (n=9, mean survival after ESD 23.7±13.7 months). During this follow-up time, tumour recurrence and disease-specific survival rates were not different between the groups (median follow-up 30 months; range: 6-105). CONCLUSION Following ESD for a lesion at high risk of RD, follow-up only may be a reasonable choice in patients at high risk for surgery. Also, endoscopic resection quality should be improved. TRIAL REGISTRATION NUMBER NCT03987828.
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Affiliation(s)
- Marco Spadaccini
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
- Endoscopy Unit, Humanitas Clinical and Research Center -IRCCS-, Rozzano, Italy
| | - Michael J Bourke
- Gastroenterology and Hepatology, Westmead Hospital, Westmead, New South Wales, Australia
- Westmead Clinical School, University of Sydney, Sydney, New South Wales, Australia
| | - Roberta Maselli
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
- Endoscopy Unit, Humanitas Clinical and Research Center -IRCCS-, Rozzano, Italy
| | - Marhieu Pioche
- Endoscopy unit, Hospices Civils de Lyon, Lyon, Auvergne-Rhône-Alpes, France
| | | | | | - Amyn Haji
- Endoscopy unit, King's College Hospital NHS Foundation Trust, London, UK
| | - Dennis Yang
- Gastroenterology, Hepatology and Nutrition, University of Florida, Gainesville, Florida, USA
| | - Eduardo Albéniz
- Gastroenterology Department, Complejo Hospitalario de Navarra, Pamplona, Navarra, Spain
| | - Michal Filip Kaminski
- Department of Gastroenterology, Hepatology and Oncology, Medical Centre fo Postgraduate Education, Warsaw, Poland
- Department of Gastroenterological Oncology, The Maria Sklodowska-Curie Memorial Cancer Centre, Institute of Oncology, Warsaw, Poland
| | - Helmut Messmann
- Department of Gastroenterology, Universitätsklinikum Augsburg, Augsburg, Bayern, Germany
| | | | - Sandro Sferrazza
- Endoscopy unit, Ospedale di Trento, Trento, Trentino-Alto Adige, Italy
| | - Boris Pekarek
- University Hospital Bratislava, Bratislava, Slovakia
| | - Jerome Rivory
- Endoscopy unit, Hospices Civils de Lyon, Lyon, Auvergne-Rhône-Alpes, France
| | - Sophie Geyl
- Gastroenterology, Hospital Dupuytren, Limoges, France
| | - Shraddha Gulati
- Endoscopy unit, King's College Hospital NHS Foundation Trust, London, UK
| | - Peter Draganov
- Gastroenterology, Hepatology and Nutrition, University of Florida, Gainesville, Florida, USA
| | - Neal Shahidi
- Gastroenterology and Hepatology, Westmead Hospital, Westmead, New South Wales, Australia
- Westmead Clinical School, University of Sydney, Sydney, New South Wales, Australia
| | - Ejaz Hossain
- Endoscopy unit, Portsmouth Hospitals NHS Trust, Portsmouth, UK
| | - Carola Fleischmann
- Department of Gastroenterology, Universitätsklinikum Augsburg, Augsburg, Bayern, Germany
| | - Edoardo Vespa
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
- Endoscopy Unit, Humanitas Clinical and Research Center -IRCCS-, Rozzano, Italy
| | - Andrea Iannone
- U.O. Gastroenterologia Universitaria, Policlinico di Bari, Bari, Italy
| | - Asma Alkandari
- Gastroenterology, Amiri Hospital, Kuwait City, Kuwait
- Gastroenterology, Queen Alexandra Hospital, Portsmouth, Hampshire, UK
| | - Cesare Hassan
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
- Endoscopy Unit, Humanitas Clinical and Research Center -IRCCS-, Rozzano, Italy
| | - Alessandro Repici
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
- Endoscopy Unit, Humanitas Clinical and Research Center -IRCCS-, Rozzano, Italy
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Secinti IE, Ozgur T, Dede I. PD-L1 Expression in Colorectal Adenocarcinoma Is Associated With the Tumor Immune Microenvironment and Epithelial-Mesenchymal Transition. Am J Clin Pathol 2022; 158:506-515. [PMID: 35938631 DOI: 10.1093/ajcp/aqac077] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 05/18/2022] [Indexed: 12/30/2022] Open
Abstract
OBJECTIVES Colorectal carcinomas are the third-most common tumors in the world, and colorectal cancer ranks second in cancer-related deaths. Our aim in this study was to investigate the correlation between programmed cell death ligand 1 (PD-L1) expression and clinicopathologic parameters in colorectal carcinomas and their relationship to the tumor immune microenvironment, epithelial-mesenchymal transition (EMT), and microsatellite instability. We also investigated the predictive and prognostic role of PD-L1. METHODS One hundred patients with a diagnosis of colorectal adenocarcinoma who did not receive neoadjuvant therapy were included in the study. The relationships among the altered expression of PD-L1; vimentin; E-cadherin; mismatch repair status; and pathologic microenvironmental features, including the presence of tumor budding and CD8-positive tumor infiltrating lymphocytes (TILs), were assessed. RESULTS Increased PD-L1 expression in tumor cells was associated with increased TILs (P = .013), high histologic grade (P = .011), advanced pathologic T stage (P = .007), lymph node metastasis (P = .002), distant metastasis (P < .001), perineural invasion (P = .009), high bud score (P = .023), EMT (P < .001), and shorter disease-free survival (P = .029). CONCLUSIONS Overall, PD-L1 expression in colorectal carcinoma tumor cells is a marker of poor prognosis, and the positive correlation detected between EMT status and PD-L1 expression suggests that patients with the mesenchymal phenotype may be more likely to benefit from programmed cell death 1 protein/PD-L1 immunotherapy.
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Affiliation(s)
- Ilke Evrim Secinti
- Department of Pathology, School of Medicine, Hatay Mustafa Kemal University, Hatay, Turkey
| | - Tumay Ozgur
- Department of Pathology, School of Medicine, Hatay Mustafa Kemal University, Hatay, Turkey
| | - Isa Dede
- Department of Medical Oncology, School of Medicine, Hatay Mustafa Kemal University, Hatay, Turkey
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Li B, Cao Q, Liu Z. The treatment effects of Trametes Robiniophila Murr against colorectal cancer: A mini-review. Front Med (Lausanne) 2022; 9:981516. [PMID: 35991644 PMCID: PMC9381862 DOI: 10.3389/fmed.2022.981516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 07/13/2022] [Indexed: 11/21/2022] Open
Abstract
Colorectal cancer (CRC) is a worldwide disease threatening people's lives. Surgery and chemotherapy are still the main methods for CRC treatment. However, the side effects and chemotherapeutic drug resistance restrict the application of chemotherapy. Trametes Robiniophila Murr, also known as Huaier, is a traditional Chinese medicine that has been used for more than 1,600 years. Huaier extracts have promising anti-cancer effects on hepatoma, breast cancer, and gastric cancer. Nowadays, the tumor inhibition of Huaier on CRC has attracted more and more attention. This review mainly provides the possible anti-tumor mechanisms of Huaier for CRC treatment in apoptosis and inhibiting proliferation of tumor cells, preventing epithelial-mesenchymal transformation (EMT), weakening proliferation and differentiation of CRC stem cells, decreasing the vessel density in tumor tissues, and enhancing the immune system and chemotherapeutic efficacy. Huaier extract may be a good candidate for CRC treatment, especially when combined with other chemotherapeutic agents.
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Affiliation(s)
- Bo Li
- Department of Rehabilitation Medicine, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Qian Cao
- Department of Education, Jilin University Second Hospital, Changchun, China
| | - Zhuo Liu
- Department of Gastrointestinal Colorectal and Anal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
- *Correspondence: Zhuo Liu
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Matuszyk J. MALAT1-miRNAs network regulate thymidylate synthase and affect 5FU-based chemotherapy. Mol Med 2022; 28:89. [PMID: 35922756 PMCID: PMC9351108 DOI: 10.1186/s10020-022-00516-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 07/22/2022] [Indexed: 12/12/2022] Open
Abstract
Background The active metabolite of 5-Fluorouracil (5FU), used in the treatment of several types of cancer, acts by inhibiting the thymidylate synthase encoded by the TYMS gene, which catalyzes the rate-limiting step in DNA replication. The major failure of 5FU-based cancer therapy is the development of drug resistance. High levels of TYMS-encoded protein in cancerous tissues are predictive of poor response to 5FU treatment. Expression of TYMS is regulated by various mechanisms, including involving non-coding RNAs, both miRNAs and long non-coding RNAs (lncRNAs). Aim To delineate the miRNAs and lncRNAs network regulating the level of TYMS-encoded protein. Main body Several miRNAs targeting TYMS mRNA have been identified in colon cancers, the levels of which can be regulated to varying degrees by lncRNAs. Due to their regulation by the MALAT1 lncRNA, these miRNAs can be divided into three groups: (1) miR-197-3p, miR-203a-3p, miR-375-3p which are downregulated by MALAT1 as confirmed experimentally and the levels of these miRNAs are actually reduced in colon and gastric cancers; (2) miR-140-3p, miR-330-3p that could potentially interact with MALAT1, but not yet supported by experimental results; (3) miR-192-5p, miR-215-5p whose seed sequences do not recognize complementary response elements within MALAT1. Considering the putative MALAT1-miRNAs interaction network, attention is drawn to the potential positive feedback loop causing increased expression of MALAT1 in colon cancer and hepatocellular carcinoma, where YAP1 acts as a transcriptional co-factor which, by binding to the TCF4 transcription factor/ β-catenin complex, may increase the activation of the MALAT1 gene whereas the MALAT1 lncRNA can inhibit miR-375-3p which in turn targets YAP1 mRNA. Conclusion The network of non-coding RNAs may reduce the sensitivity of cancer cells to 5FU treatment by upregulating the level of thymidylate synthase.
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Affiliation(s)
- Janusz Matuszyk
- Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, 12 R. Weigla Street, 53-114, Wroclaw, Poland.
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Follow-up of curatively treated cancer in primary care: a qualitative study of the views of Dutch GPs. Br J Gen Pract 2022; 72:e592-e600. [PMID: 35817587 PMCID: PMC9282806 DOI: 10.3399/bjgp.2021.0519] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Accepted: 03/30/2022] [Indexed: 12/24/2022] Open
Abstract
Background Follow-up for cancer typically occurs in secondary care, and improved survival has increased demands on these services. Other care models may alleviate this burden, such as moving (parts of) follow-up care for curatively treated patients from secondary to primary care (care substitution). Aim To explore the opinions of GPs regarding the potential benefits, barriers, and requirements of care substitution for breast and colorectal cancer. Design and setting A qualitative study of the opinions of purposively sampled GPs in Dutch primary care. Method Focus group sessions and individual semi-structured interviews were recorded and transcribed verbatim. Data were analysed by two independent researchers using thematic analysis. Results Two focus groups (n = 14) were conducted followed by nine individual interviews. Three main themes were identified: perceived benefits, perceived barriers, and perceived requirements. Perceived benefits included better accessibility and continuity of care, and care closer to patients’ homes. Uncertainty about cancer-related competences and practical objections were perceived as barriers. Requirements included close specialist collaboration, support from patients for this change, and stepwise implementation to avoid loss of existing care quality. Conclusion Most GPs reported that they were not in favour of complete care substitution, but that primary care could have greater formal involvement in oncological follow-up if there is close collaboration with secondary care (that is, shared care), support from patients, sufficient resource allocation, stepwise implementation with clear guidelines, and monitoring of quality. Clear and broadly supported protocols need to be developed and tested before implementing follow-up in primary care.
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87
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Hong S, Yan Z, Song Y, Bi M, Li S. RETRACTED ARTICLE: Down-regulation of lncRNA FEZF1-AS1 mediates regulatory T cell differentiation and further blocks immune escape in colon cancer. Expert Rev Mol Diagn 2022; 22:i-xiii. [PMID: 34877908 DOI: 10.1080/14737159.2022.2012157] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Statement of RetractionWe, the Editors and Publisher of the journal Expert Review of Molecular Diagnostics, have retracted the following article:Sen Hong, Zhenkun Yan, YuMei Song, MiaoMiao Bi & Shiquan Li. Down-regulation of lncRNA FEZF1-AS1 mediates regulatory T cell differentiation and further blocks immune escape in colon cancer. Expert Review of Molecular Diagnostics. 2021. DOI: 10.1080/14737159.2022.2012157Since publication, significant concerns have been raised about the integrity of the data and reported results in the article. When approached for an explanation, the authors did not provide their original data or any necessary supporting information. As verifying the validity of published work is core to the integrity of the scholarly record, we are therefore retracting the article. The corresponding author listed in this publication has been informed.We have been informed in our decision-making by our policy on publishing ethics and integrity and the COPE guidelines on retractions.The retracted article will remain online to maintain the scholarly record, but it will be digitally watermarked on each page as 'Retracted'.
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Affiliation(s)
- Sen Hong
- Department of Colorectal and Anal Surgery, The First Hospital of Jilin University, Changchun, Jilin, People's Republic of China
| | - Zhenkun Yan
- Department of Endoscopy Center, China-Japan Union Hospital of JiLin University, Changchun, Jilin, P.R.China
| | - YuMei Song
- Department of Thoracic Oncology, Tumor Hospital of Jilin Province, Changchun, Jilin People's Republic of China
| | - MiaoMiao Bi
- Department of Ophthalmology, The China-Japan Union Hostial of Jilin University, Jilin University, Changchun, Jilin, P.R. China
| | - Shiquan Li
- Department of Colorectal and Anal Surgery, The First Hospital of Jilin University, Changchun, Jilin, People's Republic of China
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Kasahara K, Katsumata K, Saito A, Ishizaki T, Enomoto M, Mazaki J, Tago T, Nagakawa Y, Matsubayashi J, Nagao T, Hirano H, Kuroda M, Tsuchida A. Artificial intelligence predicts lymph node metastasis or risk of lymph node metastasis in T1 colorectal cancer. Int J Clin Oncol 2022; 27:1570-1579. [PMID: 35908272 DOI: 10.1007/s10147-022-02209-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 06/20/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND The treatment strategies for colorectal cancer (CRC) must ensure a radical cure of cancer and prevent over/under treatment. Biopsy specimens used for the definitive diagnosis of T1 CRC were analyzed using artificial intelligence (AI) to construct a risk index for lymph node metastasis. METHODS A total of 146 T1 CRC cases were analyzed. The specimens for analysis were mainly biopsy specimens, and in the absence of biopsy specimens, the mucosal layer of the surgical specimens was analyzed. The pathology slides for each case were digitally imaged, and the morphological features of cancer cell nuclei were extracted from the tissue images. First, statistical methods were used to analyze how well these features could predict lymph node metastasis risk. A lymph node metastasis risk model using AI was created based on these morphological features, and accuracy in test cases was verified. RESULTS Each developed model could predict lymph node metastasis risk with a > 90% accuracy in each region of interest of the training cases. Lymph node metastasis risk was predicted with 81.8-86.3% accuracy for randomly validated cases, using a learning model with biopsy data. Moreover, no case with lymph node metastasis or lymph node risk was judged to have no risk using the same model. CONCLUSIONS AI models suggest an association between biopsy specimens and lymph node metastases in T1 CRC and may contribute to increased accuracy of preoperative diagnosis.
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Affiliation(s)
- Kenta Kasahara
- Department of Digestive and Pediatric Surgery, Tokyo Medical University, 6-7-1 Nishi Shinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan.
| | - Kenji Katsumata
- Department of Digestive and Pediatric Surgery, Tokyo Medical University, 6-7-1 Nishi Shinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
| | - Akira Saito
- Department of AI Applied Quantitative Clinical Science, Tokyo Medical University, 6-7-1 Nishi Shinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
| | - Tetsuo Ishizaki
- Department of Digestive and Pediatric Surgery, Tokyo Medical University, 6-7-1 Nishi Shinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
| | - Masanobu Enomoto
- Department of Digestive and Pediatric Surgery, Tokyo Medical University, 6-7-1 Nishi Shinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
| | - Junichi Mazaki
- Department of Digestive and Pediatric Surgery, Tokyo Medical University, 6-7-1 Nishi Shinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
| | - Tomoya Tago
- Department of Digestive and Pediatric Surgery, Tokyo Medical University, 6-7-1 Nishi Shinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
| | - Yuichi Nagakawa
- Department of Digestive and Pediatric Surgery, Tokyo Medical University, 6-7-1 Nishi Shinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
| | - Jun Matsubayashi
- Department of Anatomic Pathology, Tokyo Medical University, 6-7-1 Nishi Shinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
| | - Toshitaka Nagao
- Department of Anatomic Pathology, Tokyo Medical University, 6-7-1 Nishi Shinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
| | - Hiroshi Hirano
- Diagnostic Pathology Division, Tokyo Medical University Hachioji Medical Center, 1163 Tatemachi, Hachioji-shi, 193-0998, Tokyo, Japan
| | - Masahiko Kuroda
- Department of Molecular Pathology, Tokyo Medical University, 6-7-1 Nishi Shinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
| | - Akihiko Tsuchida
- Department of Digestive and Pediatric Surgery, Tokyo Medical University, 6-7-1 Nishi Shinjuku, Shinjuku-ku, Tokyo, 160-0023, Japan
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Borre M, Fassov J, Juul T, Laurberg S, Christensen P, Bräuner AB, Thorlacius Ussing O, Lauritzen MB, Drewes AM, Faaborg PM, Krogh K. Diet and bowel symptoms among colon cancer survivors. Acta Oncol 2022; 61:1192-1199. [DOI: 10.1080/0284186x.2022.2101901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Affiliation(s)
- Mette Borre
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
- Danish Cancer Society Centre for Research on Survivorship and Late Adverse Effects after Cancer in the Pelvic Organs, Aarhus University Hospital, Aarhus, Denmark
| | - Janne Fassov
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
- Danish Cancer Society Centre for Research on Survivorship and Late Adverse Effects after Cancer in the Pelvic Organs, Aarhus University Hospital, Aarhus, Denmark
| | - Therese Juul
- Danish Cancer Society Centre for Research on Survivorship and Late Adverse Effects after Cancer in the Pelvic Organs, Aarhus University Hospital, Aarhus, Denmark
- Department of Surgery, Aarhus University Hospital, Aarhus, Denmark
| | - Søren Laurberg
- Danish Cancer Society Centre for Research on Survivorship and Late Adverse Effects after Cancer in the Pelvic Organs, Aarhus University Hospital, Aarhus, Denmark
- Department of Surgery, Aarhus University Hospital, Aarhus, Denmark
| | - Peter Christensen
- Danish Cancer Society Centre for Research on Survivorship and Late Adverse Effects after Cancer in the Pelvic Organs, Aarhus University Hospital, Aarhus, Denmark
- Department of Surgery, Aarhus University Hospital, Aarhus, Denmark
| | - Annette Boesen Bräuner
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Surgery, Regional Hospital Viborg, Viborg, Denmark
| | - Ole Thorlacius Ussing
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
- Department of Gastrointestinal Surgery, Aalborg University Hospital, Aalborg, Denmark
| | - Michael Bødker Lauritzen
- Department of Gastrointestinal Surgery, Aalborg University Hospital, Aalborg, Denmark
- Department of Surgery, North Denmark Regional Hospital, Hjoerring, Denmark
| | - Asbjørn Mohr Drewes
- Danish Cancer Society Centre for Research on Survivorship and Late Adverse Effects after Cancer in the Pelvic Organs, Aarhus University Hospital, Aarhus, Denmark
- Mech-Sense, Department of Gastroenterology and Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - Pia Møller Faaborg
- Department of Surgery, Danish Colorectal Cancer Center South, Vejle, Denmark
| | - Klaus Krogh
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
- Danish Cancer Society Centre for Research on Survivorship and Late Adverse Effects after Cancer in the Pelvic Organs, Aarhus University Hospital, Aarhus, Denmark
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Hervieu C, Verdier M, Barthout E, Bégaud G, Christou N, Sage M, Pannequin J, Battu S, Mathonnet M. A Label-Free Cell Sorting Approach to Highlight the Impact of Intratumoral Cellular Heterogeneity and Cancer Stem Cells on Response to Therapies. Cells 2022; 11:2264. [PMID: 35892561 PMCID: PMC9332486 DOI: 10.3390/cells11152264] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 07/15/2022] [Accepted: 07/20/2022] [Indexed: 02/01/2023] Open
Abstract
Cancer stem cells play a crucial role in tumor initiation, metastasis, and resistance to treatment. Cellular heterogeneity and plasticity complicate the isolation of cancer stem cells. The impact of intra-tumor cellular heterogeneity using a label-free approach remains understudied in the context of treatment resistance. Here, we use the sedimentation field-flow fractionation technique to separate, without labeling, cell subpopulations of colorectal cancer cell lines and primary cultures according to their biophysical properties. One of the three sorted cell subpopulations exhibits characteristics of cancer stem cells, including high tumorigenicity in vivo and a higher frequency of tumor-initiating cells compared to the other subpopulations. Due to its chemoresistance, two- and three-dimensional in vitro chemosensitivity assays highlight the therapeutic relevance of this cancer stem cell subpopulation. Thus, our results reveal the major implication of intra-tumor cellular heterogeneity, including cancer stem cells in treatment resistance, thanks to our label-free cell sorting approach. This approach enables-by breaking down the tumor-the study the individualized response of each sorted tumor cell subpopulation and to identify chemoresistance, thus offering new perspectives for personalized therapy.
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Affiliation(s)
- Céline Hervieu
- UMR INSERM 1308-CAPTuR “Control of Cell Activation in Tumor Progression and Therapeutic Resistance”, Ω-Health Institute, Faculty of Medicine, University of Limoges, 87025 Limoges, France; (C.H.); (M.V.); (E.B.); (G.B.); (N.C.); (S.B.)
| | - Mireille Verdier
- UMR INSERM 1308-CAPTuR “Control of Cell Activation in Tumor Progression and Therapeutic Resistance”, Ω-Health Institute, Faculty of Medicine, University of Limoges, 87025 Limoges, France; (C.H.); (M.V.); (E.B.); (G.B.); (N.C.); (S.B.)
| | - Elodie Barthout
- UMR INSERM 1308-CAPTuR “Control of Cell Activation in Tumor Progression and Therapeutic Resistance”, Ω-Health Institute, Faculty of Medicine, University of Limoges, 87025 Limoges, France; (C.H.); (M.V.); (E.B.); (G.B.); (N.C.); (S.B.)
| | - Gaëlle Bégaud
- UMR INSERM 1308-CAPTuR “Control of Cell Activation in Tumor Progression and Therapeutic Resistance”, Ω-Health Institute, Faculty of Medicine, University of Limoges, 87025 Limoges, France; (C.H.); (M.V.); (E.B.); (G.B.); (N.C.); (S.B.)
| | - Niki Christou
- UMR INSERM 1308-CAPTuR “Control of Cell Activation in Tumor Progression and Therapeutic Resistance”, Ω-Health Institute, Faculty of Medicine, University of Limoges, 87025 Limoges, France; (C.H.); (M.V.); (E.B.); (G.B.); (N.C.); (S.B.)
- Department of General, Endocrine and Digestive Surgery, University Hospital of Limoges, 87025 Limoges, France
| | - Magali Sage
- BISCEm US42 INSERM-UAR 2015 CNRS “Integrative Biology Health Chemistry Environment”, Ω-Health Institute, 87025 Limoges, France;
| | - Julie Pannequin
- UMR 5203 CNRS-INSERM, Institute of Functional Genomics, University of Montpellier, 34094 Montpellier, France;
| | - Serge Battu
- UMR INSERM 1308-CAPTuR “Control of Cell Activation in Tumor Progression and Therapeutic Resistance”, Ω-Health Institute, Faculty of Medicine, University of Limoges, 87025 Limoges, France; (C.H.); (M.V.); (E.B.); (G.B.); (N.C.); (S.B.)
| | - Muriel Mathonnet
- UMR INSERM 1308-CAPTuR “Control of Cell Activation in Tumor Progression and Therapeutic Resistance”, Ω-Health Institute, Faculty of Medicine, University of Limoges, 87025 Limoges, France; (C.H.); (M.V.); (E.B.); (G.B.); (N.C.); (S.B.)
- Department of General, Endocrine and Digestive Surgery, University Hospital of Limoges, 87025 Limoges, France
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91
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Najafi S, Khatami SH, Khorsand M, Jamali Z, Shabaninejad Z, Moazamfard M, Majidpoor J, Aghaei Zarch SM, Movahedpour A. Long non-coding RNAs (lncRNAs); roles in tumorigenesis and potentials as biomarkers in cancer diagnosis. Exp Cell Res 2022; 418:113294. [PMID: 35870535 DOI: 10.1016/j.yexcr.2022.113294] [Citation(s) in RCA: 40] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 07/11/2022] [Accepted: 07/16/2022] [Indexed: 12/15/2022]
Abstract
New research has indicated that long non-coding RNAs (lncRNAs) play critical roles in a broad range of biological processes, including the pathogenesis of many complex human diseases, including cancer. The detailed regulation mechanisms of many lncRNAs in cancer initiation and progression have yet to be discovered, even though a few of lncRNAs' functions in cancer have been characterized. In the present study, we summarize recent advances in the mechanisms and functions of lncRNAs in cancer. We focused on the roles of newly-identified lncRNAs as oncogenes and tumor suppressors, as well as the potential pathways these molecules could play. The paper also discusses their potential uses as biomarkers for the diagnosis and prognosis of cancer.
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Affiliation(s)
- Sajad Najafi
- Department of Medical Biotechnology, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Seyyed Hossein Khatami
- Department of Clinical Biochemistry, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Marjan Khorsand
- Department of Biochemistry, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Zeinab Jamali
- Department of Medical Genetics, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Zahra Shabaninejad
- Department of Nanobiotechnology, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | | | - Jamal Majidpoor
- Department of Anatomy, Faculty of Medicine, Infectious Disease Research Center, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Seyed Mohsen Aghaei Zarch
- Department of Medical Genetics, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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92
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Zhang ZY, Wang R, Zhang L, Gu ML, Guan XE. A pilot retrospective study of comprehensive nursing care on psychological disorder in colorectal cancer undergoing chemotherapy. Medicine (Baltimore) 2022; 101:e29707. [PMID: 35839052 PMCID: PMC11132369 DOI: 10.1097/md.0000000000029707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Accepted: 05/16/2022] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND This pilot study retrospectively evaluated the effects of comprehensive nursing care (CNC) on psychological disorders in patients with colorectal cancer (CC) undergoing chemotherapy. METHODS This study analyzed 70 eligible patients' case records of CC undergoing chemotherapy. These records were allocated to a treatment group (n = 35) or a control group (n = 35). All 70 patients in both groups received routine nursing care. In addition, 35 patients in the treatment group also received CNC. The primary outcomes were anxiety, as measured by Self-rating Anxiety Scale, and depression, as assessed by Self-rating Depression Scale. The secondary outcomes were quality of life, as measured by The 36-Item Short Form Health Survey, and adverse events. All outcome data were analyzed before and 3-month after treatment. RESULTS At 3-month after treatment, the patients in the treatment group had better outcomes in the Self-rating Anxiety Scale (P<0.01), Self-rating Depression Scale (P<0.01), and The 36-Item Short Form Health Survey (social function, P = .04; emotional role, P = 0.03) than those in the control group. With regard to safety, no treatment-related adverse events were recorded in either group. CONCLUSION The findings of this pilot retrospective study showed promising effects of CNC on psychological disorders and quality of life in patients with CC undergoing chemotherapy. However, more high-quality clinical trials are required to confirm these findings.
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Affiliation(s)
- Zhou-Yi Zhang
- Chest Pain Center, Hongqi Hospital Affiliated to Mudanjiang Medical University, Mudanjiang, China
| | - Rui Wang
- First Ward of General Surgery Department, Hongqi Hospital Affiliated to Mudanjiang Medical University, Mudanjiang, China
| | - Li Zhang
- Department of Scientific Research, Hongqi Hospital Affiliated to Mudanjiang Medical University, Mudanjiang, China
| | - Ming-Li Gu
- Department of Critical Care Medicine, Hongqi Hospital Affiliated to Mudanjiang Medical University, Mudanjiang, China
| | - Xiu-E Guan
- Department of Oncology, Hongqi Hospital Affiliated to Mudanjiang Medical University, Mudanjiang, China
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Kang JH, Son IT, Kim BC, Park JH, Kim JY, Kim JW. Recurrence-Free Survival Outcomes Based on Novel Classification Combining Lymphovascular Invasion, Perineural Invasion, and T4 Status in Stage II-III Colon Cancer. Cancer Manag Res 2022; 14:2031-2040. [PMID: 35757161 PMCID: PMC9231686 DOI: 10.2147/cmar.s358939] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 05/21/2022] [Indexed: 12/14/2022] Open
Abstract
Background T4 tumor, lymphovascular invasion (LVI) and perineural invasion (PNI) are regarded as one of risk factors and associated with poor outcomes in colorectal cancer. The relationship between these three combined risk factors and the prognosis for colon cancer is not yet clear. The purpose of this study was to evaluate the prognostic value of combining the risk factors T4 tumor, LVI, and PNI in stage II–III colon cancer. Methods Between January 2011 and December 2019, we retrospectively reviewed the medical records of patients who underwent curative resection for stage II–III colon cancer at four Hallym University-affiliated hospitals. These patients are categorized into three groups based on T4, LVI and PNI: no-risk group (no risk factors), low-risk group (one risk factor), and high-risk group (two or more risk factors). Results Of 1684 patients, the incidence of no-, low-, and high-risk group were 49.3%, 32.6%, 18.0%, respectively. The median follow-up period was 48.9 months, and the 5-year recurrence-free survival (RFS) rate decreased from 78.5% to 58.7% as the number of risk factors increased (P < 0.001). Cox’s proportional hazard regression models showed that T4 (P < 0.001), LVI (P = 0.043), and PNI (P = 0.018) were independent prognostic factors for poor RFS. In subgroup analysis in stage II colon cancer, patients with one or more risk factors showed the better 5-year RFS rate when they received adjuvant chemotherapy than in those who did not (P < 0.001). Poor/mucinous differentiation, obstruction, and lymph-node positivity were independent predictors in the high risk group. Conclusion The present study showed the histological combination of LVI, PNI, and T4 indicates a poor prognosis for RFS in patients with stage II–III colon cancer. Therefore, patients with one of these risk factors should be considered for chemotherapy and have close follow-up.
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Affiliation(s)
- Jae Hyun Kang
- Department of Surgery, Dongtan Sacred Heart Hospital, Hallym University College of Medicine, Hwaseong-si, Gyeonggi, 445-170, Republic of Korea
| | - Il Tae Son
- Department of Surgery, Hallym Sacred Heart Hospital, Hallym University College of Medicine, Anyang, 445-907, Republic of Korea
| | - Byung Chun Kim
- Department of Surgery, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, 150-950, Republic of Korea
| | - Jun Ho Park
- Department of Surgery, Kangdong Sacred Heart Hospital, Hallym University College of Medicine, Seoul, 134-701, Republic of Korea
| | - Jeong Yeon Kim
- Department of Surgery, Dongtan Sacred Heart Hospital, Hallym University College of Medicine, Hwaseong-si, Gyeonggi, 445-170, Republic of Korea
| | - Jong Wan Kim
- Department of Surgery, Dongtan Sacred Heart Hospital, Hallym University College of Medicine, Hwaseong-si, Gyeonggi, 445-170, Republic of Korea
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Nikolic N, Spasic J, Stanic N, Nikolic V, Radosavljevic D. Young-Onset Colorectal Cancer in Serbia: Tertiary Cancer Center Experience. J Adolesc Young Adult Oncol 2022; 12:207-214. [PMID: 35731006 DOI: 10.1089/jayao.2021.0230] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Purpose: Early-onset colorectal cancer (CRC) is a growing problem. The aim of the study was to identify adolescent and young adult (AYA) patients with CRC in Serbia, treated in the single tertiary cancer center. Materials and Methods: This is a retrospective study that included only AYA patients (ages 18-39 years) with histologically confirmed CRC. In 11 year (2009-2019), 109 patients were identified from a single-institution database and their clinical variables and outcomes were analyzed. Results: The prevalence of a positive family history of CRC was 12.8%. Presenting symptoms were not different than traditional CRC. More than a quarter were diagnosed as an emergency. Left-sided tumors were diagnosed in 83.4% and mucinous tumors were recorded in one-third of the patients. Postoperatively patients mainly were in PS0-1 (97%). Patients presented as stages II (18.3%), III (47.7%), and IV (33.9%). The recurrence rate in local stages was 50%. Surgical treatment of localized metastatic disease was performed in almost half of the stage IV patients. Median disease-free survival for patients with the recurrent disease was 11.8 months. Median overall survival (OS) for the local and metastatic stage was 64.3 and 20.5 months, respectively. Survival analysis showed that performance status, bowel obstruction, N2 status, local invasions, disease stage, and surgery in stage IV had a statistically significant influence on OS. Conclusion: Serbian AYA CRC patients are of good general condition, with advanced left-sided tumors, common mucinous histology, and inverse histology features. Surgery in metastatic disease provided long-term survival. The outcome of the patient is influenced by a late diagnosis, inverse histological features, and treatment provided.
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Affiliation(s)
- Neda Nikolic
- Clinic for Medical Oncology, Department for Gastrointestinal and Lung Cancers, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Jelena Spasic
- Clinic for Medical Oncology, Department for Gastrointestinal and Lung Cancers, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Nemanja Stanic
- Clinic for Medical Oncology, Department for Gastrointestinal and Lung Cancers, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Vladimir Nikolic
- Clinic for Medical Oncology, Department for Gastrointestinal and Lung Cancers, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Davorin Radosavljevic
- Clinic for Medical Oncology, Department for Gastrointestinal and Lung Cancers, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
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Hori Y, Seo S, Yoh T, Ueno K, Morino K, Toda R, Nishio T, Koyama Y, Fukumitsu K, Ishii T, Hata K, Masui T, Taura K, Hatano E. Impact of Preoperative CEA Uptrend on Survival Outcomes in Patients with Colorectal Liver Metastasis After Hepatectomy. Ann Surg Oncol 2022; 29:6745-6754. [PMID: 35691953 DOI: 10.1245/s10434-022-11973-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 05/16/2022] [Indexed: 12/17/2022]
Abstract
BACKGROUND Preoperative carcinoembryonic antigen (CEA) has been reported as a prognostic factor in patients with colorectal liver metastasis (CRLM) after hepatectomy. However, the impact of a preoperative "CEA uptrend" on prognosis after hepatectomy in these patients remains unknown. This study assessed the impact of CEA uptrend on prognosis in patients undergoing hepatectomy for CRLM. METHODS Consecutive patients with CRLM who underwent hepatectomy between 2009 and 2018 were retrospectively analyzed. Patients with CRLM for whom CEA was measured both around 1 month before (CEA-1m) and within 3 days (CEA-3d) before hepatectomy were enrolled. A CEA-3d higher than both the upper limit of normal (5 ng/ml) and CEA-1m was defined as a CEA uptrend. RESULTS Study participants comprised 212 patients with CRLM. Of these, 88 patients (41.5%) showed a CEA uptrend. CEA uptrend indicated better discriminatory ability (corrected Akaike information criteria, 733.72) and homogeneity (likelihood ratio chi-square value, 18.80) than CEA-3d or CEA-1m. Patients with CEA uptrend showed poorer overall survival than those without CEA uptrend (p < 0.001). After adjusting for known prognostic factors, the prognostic significance of CEA uptrend retained (hazard ratio 2.63, 95% confidence interval 1.63-4.26, p < 0.001). In subgroup analyses, the prognostic significance of CEA uptrend was retained irrespective of the status of RAS mutation or response to preoperative chemotherapy. CONCLUSIONS CEA uptrend offers better prediction of survival outcomes than conventional CEA measurements in patients undergoing hepatectomy for CRLM.
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Affiliation(s)
- Yutaro Hori
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Satoru Seo
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan.
| | - Tomoaki Yoh
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Kentaro Ueno
- Department of Biomedical Statistics and Bioinformatics, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Koshiro Morino
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Rei Toda
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Takahiro Nishio
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yukinori Koyama
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Ken Fukumitsu
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Takamichi Ishii
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Koichiro Hata
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Toshihiko Masui
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Kojiro Taura
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Etsuro Hatano
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
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96
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Keane F, Greally M, Horgan A, Duffy K, Lowery M, Martin P, Grogan L, Osman N, Power DG, Nasim S, O'Reilly EM, Leonard G. Consensus statement on the surveillance of patients with gastrointestinal malignancies. Ir J Med Sci 2022; 192:575-589. [PMID: 35616834 DOI: 10.1007/s11845-022-02987-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Accepted: 03/16/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND Improvements in early detection, screening and treatment of cancer have resulted in a significant improvement in cancer mortality and an increase in the number of cancer survivors globally. Accordingly, a significant rise in the number of cancer survivors in Ireland has been observed. The surveillance of survivors of gastrointestinal malignancies in Ireland is heterogeneous and represents an unmet need for standardisation. AIMS There are currently no national guidelines in Ireland to guide follow-up practices for these patients. The aim of this study was to establish homogeneity nationally with respect to follow-up of these patients by medical oncologists. METHODS/RESULTS A consensus group consisting of Irish oncologists with an interest in gastrointestinal malignancies was created to address this issue, and determined that it would be reasonable to adopt the NCCN guidelines for this purpose, but that this recommendation would not be prescriptive, and should be individualised to each patient. CONCLUSION We hope that this initiative may help to homogenise survivorship practices in this cohort of Irish patients, and may support the implementation of survivorship initiatives by the National Cancer Control Programme (NCCP).
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Affiliation(s)
- Fergus Keane
- University Hospital Galway, Newcastle Road, Galway, Ireland.
| | | | - Anne Horgan
- University Hospital Waterford, Dunmore Road, Waterford, Ireland
| | - Karen Duffy
- Letterkenny University Hospital, Kilmacrennan Road, Leterkenny, Donegal, Ireland
| | - Maeve Lowery
- St. James' Hospital, James Street, Dublin, Dublin 8, Ireland
| | - Petra Martin
- Midland Regional Hospital, Arden Road, Tullamore, Co. Offaly, Ireland
| | - Liam Grogan
- Beaumont Hospital, Beaumont Road, Dublin 9, Ireland
| | - Nemer Osman
- University Hospital Limerick, Dooradoyle, Co. Limerick, Ireland
| | - Derek G Power
- Cork University Hospital, Wilton Road, Cork, Co. Cork, Ireland
| | - Saira Nasim
- Midland Regional Hospital, Arden Road, Tullamore, Co. Offaly, Ireland
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97
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Kaidi D, Szeponik L, Yrlid U, Wettergren Y, Bexe Lindskog E. Impact of thymidine phosphorylase and CD163 expression on prognosis in stage II colorectal cancer. Clin Transl Oncol 2022; 24:1818-1827. [PMID: 35567733 PMCID: PMC9338131 DOI: 10.1007/s12094-022-02839-2] [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: 10/23/2021] [Accepted: 04/08/2022] [Indexed: 11/02/2022]
Abstract
BACKGROUND Tumor-associated macrophages (TAM) are known to facilitate colorectal cancer (CRC) growth. High macrophage infiltration in thymidine phosphorylase (TYMP) expressing CRC may correspond to poor prognosis. The prognostic impact of the expression CD163, a receptor associated with TAM, and TYMP in stroma, respectively, tumor tissue is not yet established. The aim of this study was to identify the potential associations between TYMP and CD163 expression levels and relapse-free survival (RFS) of patients with stage II CRC, and if microdissection is of importance. METHODS Stage II CRC patients, radically resected with relapse (n = 104), were matched to patients with a 5-year relapse-free follow-up (n = 206). Gene expression of TYMP and CD163 was analyzed in snap-frozen tumor tissues and in microdissected formalin-fixed tumor tissues separated into tumor epithelium and stroma. RESULTS TYMP expression was high in poorly differentiated tumors, right-sided CRC, and tumors with high microsatellite instability CD163-expressing macrophages near tumor epithelial cells had high expression in poorly differentiated and T4 tumors. High TYMP expression in tumor epithelial cells was in the multivariate analyses associated with shorter relapse-free survival (hazard ratio 1.66; 95% confidence interval: 1.09-2.56; p < 0.05). CONCLUSIONS TYMP expression in tumor epithelial cells was associated with RFS and emphasizes the need for tissue microdissection. Additional studies are needed to establish whether TYMP and CD163 could add clinically relevant information to identify high-risk stage II patients that could benefit from adjuvant chemotherapy.
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Affiliation(s)
- Donia Kaidi
- Surgical Oncology Laboratory, Department of Surgery, Institute of Clinical Sciences, Sahlgrenska University Hospital/Östra, Sahlgrenska Academy at University of Gothenburg, SU Sahlgrenska, 41345, Gothenburg, Sweden
| | - Louis Szeponik
- Department of Microbiology and Immunology, University of Gothenburg, Medicinaregatan 7, 41390, Gothenburg, Sweden
| | - Ulf Yrlid
- Department of Microbiology and Immunology, University of Gothenburg, Medicinaregatan 7, 41390, Gothenburg, Sweden
| | - Yvonne Wettergren
- Surgical Oncology Laboratory, Department of Surgery, Institute of Clinical Sciences, Sahlgrenska University Hospital/Östra, Sahlgrenska Academy at University of Gothenburg, SU Sahlgrenska, 41345, Gothenburg, Sweden
| | - Elinor Bexe Lindskog
- Surgical Oncology Laboratory, Department of Surgery, Institute of Clinical Sciences, Sahlgrenska University Hospital/Östra, Sahlgrenska Academy at University of Gothenburg, SU Sahlgrenska, 41345, Gothenburg, Sweden. .,Department of Surgery, Sahlgrenska University Hospital, 416 85, Östra, Sweden.
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98
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The Conventional Technique Versus the No-touch Isolation Technique for Primary Tumor Resection in Patients With Colon Cancer (JCOG1006): A Multicenter, Open-label, Randomized, Phase III Trial. Ann Surg 2022; 275:849-855. [PMID: 35129519 DOI: 10.1097/sla.0000000000005241] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
OBJECTIVE This phase III trial evaluated whether the no touch was superior to the conventional in patients with cT3/T4 colon cancer. BACKGROUND No touch involves ligating blood vessels that feed the primary tumor to limit cancer cell spreading. However, previous studies did not confirm the efficacy of the no touch. METHODS This open-label, randomized, phase III trial was conducted at 30 Japanese centers. The eligibility criteria were histologically proven colon cancer; clinical classification of T3-4, N0-2, andM0; and patients aged 20 to 80years. Patients were randomized (1:1) to undergo open surgery with conventional or the no touch. Patients with pathological stage III disease received adjuvant capecitabine chemotherapy. The primary endpoint was disease-free survival (DFS) according to the intention-to-treat principle. RESULTS Between January 2011 and November 2015, 853 patients were randomized to the conventional group (427 patients) or the no touch group (426 patients). The 3-year DFS were 77.3% [95% confidence interval (CI) 73.1%-81.0%] and 76.2% (95% CI 71.9%-80.0%) in the conventional and no touch groups, respectively. The superiority of no touch was not confirmed: hazard ratio for DFS = 1.029 (95% CI 0.800- 1.324; 1-sided P = 0.59). Operative morbidity was observed in 31 of 427 conventional patients (7%) and 26 of 426 no touch patients (6%). All grade adverse events were similar between the conventional and no touch groups. No in-hospital mortality occurred in either group. CONCLUSION The present study failed to confirm the superiority of the no touch.
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99
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Morimoto Y, Takahashi H, Arita A, Itakura H, Fujii M, Sekido Y, Hata T, Fujino S, Ogino T, Miyoshi N, Uemura M, Matsuda C, Yamamoto H, Mizushima T, Doki Y, Eguchi H. High postoperative carcinoembryonic antigen as an indicator of high-risk stage II colon cancer. Oncol Lett 2022; 23:167. [PMID: 35414828 PMCID: PMC8988258 DOI: 10.3892/ol.2022.13287] [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: 12/27/2021] [Accepted: 03/17/2022] [Indexed: 11/30/2022] Open
Abstract
Postoperative carcinoembryonic antigen (post-CEA) has recently been reported to be a reliable prognostic factor for colon cancer. However, most clinicians decide whether or not to conduct adjuvant chemotherapy (AC) for stage II colon cancer according to major guidelines, which do not include post-CEA in their high-risk criteria. The present study aimed to assess post-CEA in stage II colon cancer for which the significance of AC is unknown. The present study analyzed 199 consecutive patients with stage II colon cancer who underwent curative surgery between January 2007 and December 2016. The CEA value was considered high when it was ≥5.0 ng/ml. The prognostic value of high post-CEA values was assessed. Overall, 19 patients exhibited high post-CEA levels. Kaplan-Meier survival curve analysis demonstrated that patients with high post-CEA levels had significantly worse relapse-free survival (RFS) and overall survival (OS) than those with normal post-CEA [RFS, 63.5 (high post-CEA) vs. 88.0% (normal post-CEA), P=0.003; OS, 76.5 (high post-CEA) vs. 96.8% (normal post-CEA), P<0.001]. Multivariate analysis demonstrated that high post-CEA remained a significant independent risk factor for worse RFS [hazard ratio (HR), 3.98; P=0.006]. The same was also demonstrated for patients without AC (HR, 5.43; P=0.008). To the best of our knowledge, the present study was the first to demonstrate that high post-CEA levels may be an indicator of high-risk stage II colon cancer, even for patients without AC. These results highlight the need for a multicenter prospective study.
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Affiliation(s)
- Yoshihiro Morimoto
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Hidekazu Takahashi
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Asami Arita
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Hiroaki Itakura
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Makoto Fujii
- Department of Mathematical Health Science, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Yuki Sekido
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Tsuyoshi Hata
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Shiki Fujino
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Takayuki Ogino
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Norikatsu Miyoshi
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Mamoru Uemura
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Chu Matsuda
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Hirofumi Yamamoto
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Tsunekazu Mizushima
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Yuichiro Doki
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
| | - Hidetoshi Eguchi
- Department of Gastroenterological Surgery, Graduate School of Medicine, Osaka University, Suita, Osaka 565-0871, Japan
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100
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Filitto G, Coppola F, Curti N, Giampieri E, Dall’Olio D, Merlotti A, Cattabriga A, Cocozza MA, Taninokuchi Tomassoni M, Remondini D, Pierotti L, Strigari L, Cuicchi D, Guido A, Rihawi K, D’Errico A, Di Fabio F, Poggioli G, Morganti AG, Ricciardiello L, Golfieri R, Castellani G. Automated Prediction of the Response to Neoadjuvant Chemoradiotherapy in Patients Affected by Rectal Cancer. Cancers (Basel) 2022; 14:cancers14092231. [PMID: 35565360 PMCID: PMC9100060 DOI: 10.3390/cancers14092231] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 04/22/2022] [Accepted: 04/27/2022] [Indexed: 02/04/2023] Open
Abstract
Simple Summary Colorectal cancer is the second most malignant tumor per number of deaths after lung cancer and the third per number of new cases after breast and lung cancer. The correct and rapid identification (i.e., segmentation of the cancer regions) is a fundamental task for correct patient diagnosis. In this study, we propose a novel automated pipeline for the segmentation of MRI scans of patients with LARC in order to predict the response to nCRT using radiomic features. This study involved the retrospective analysis of T2-weighted MRI scans of 43 patients affected by LARC. The segmentation of tumor areas was on par or better than the state-of-the-art results, but required smaller sample sizes. The analysis of radiomic features allowed us to predict the TRG score, which agreed with the state-of-the-art results. Abstract Background: Rectal cancer is a malignant neoplasm of the large intestine resulting from the uncontrolled proliferation of the rectal tract. Predicting the pathologic response of neoadjuvant chemoradiotherapy at an MRI primary staging scan in patients affected by locally advanced rectal cancer (LARC) could lead to significant improvement in the survival and quality of life of the patients. In this study, the possibility of automatizing this estimation from a primary staging MRI scan, using a fully automated artificial intelligence-based model for the segmentation and consequent characterization of the tumor areas using radiomic features was evaluated. The TRG score was used to evaluate the clinical outcome. Methods: Forty-three patients under treatment in the IRCCS Sant’Orsola-Malpighi Polyclinic were retrospectively selected for the study; a U-Net model was trained for the automated segmentation of the tumor areas; the radiomic features were collected and used to predict the tumor regression grade (TRG) score. Results: The segmentation of tumor areas outperformed the state-of-the-art results in terms of the Dice score coefficient or was comparable to them but with the advantage of considering mucinous cases. Analysis of the radiomic features extracted from the lesion areas allowed us to predict the TRG score, with the results agreeing with the state-of-the-art results. Conclusions: The results obtained regarding TRG prediction using the proposed fully automated pipeline prove its possible usage as a viable decision support system for radiologists in clinical practice.
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Affiliation(s)
- Giuseppe Filitto
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40138 Bologna, Italy; (G.F.); (G.C.)
| | - Francesca Coppola
- Department of Radiology, IRCCS Azienda Ospedaliera-Universitaria di Bologna, 40138 Bologna, Italy; (F.C.); (A.C.); (M.A.C.); (M.T.T.); (R.G.)
- SIRM Foundation, Italian Society of Medical and Interventional Radiology, 40138 Bologna, Italy
| | - Nico Curti
- eDIMES Lab, Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40138 Bologna, Italy
- INFN Bologna, 40127 Bologna, Italy;
- Correspondence: (N.C.); (E.G.)
| | - Enrico Giampieri
- eDIMES Lab, Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40138 Bologna, Italy
- Correspondence: (N.C.); (E.G.)
| | - Daniele Dall’Olio
- Department of Physics and Astronomy, University of Bologna, 40127 Bologna, Italy; (D.D.); (A.M.)
| | - Alessandra Merlotti
- Department of Physics and Astronomy, University of Bologna, 40127 Bologna, Italy; (D.D.); (A.M.)
| | - Arrigo Cattabriga
- Department of Radiology, IRCCS Azienda Ospedaliera-Universitaria di Bologna, 40138 Bologna, Italy; (F.C.); (A.C.); (M.A.C.); (M.T.T.); (R.G.)
| | - Maria Adriana Cocozza
- Department of Radiology, IRCCS Azienda Ospedaliera-Universitaria di Bologna, 40138 Bologna, Italy; (F.C.); (A.C.); (M.A.C.); (M.T.T.); (R.G.)
| | - Makoto Taninokuchi Tomassoni
- Department of Radiology, IRCCS Azienda Ospedaliera-Universitaria di Bologna, 40138 Bologna, Italy; (F.C.); (A.C.); (M.A.C.); (M.T.T.); (R.G.)
| | - Daniel Remondini
- INFN Bologna, 40127 Bologna, Italy;
- Department of Physics and Astronomy, University of Bologna, 40127 Bologna, Italy; (D.D.); (A.M.)
| | - Luisa Pierotti
- Sant’Orsola-Malpighi Polyclinic, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Lidia Strigari
- Department of Medical Physics, Sant’Orsola-Malpighi Polyclinic, IRCCS Azienda Ospedaliero-Universitaria di Bologn, 40138 Bologna, Italy;
| | - Dajana Cuicchi
- Medical and Surgical Department of Digestive, Hepatic and Endocrine-Metabolic Diseases, IRCCS Azienda Ospedaliera-Universitaria di Bologna, 40138 Bologna, Italy; (D.C.); (G.P.)
| | - Alessandra Guido
- Department of Radiation Oncology, IRCCS Azienda Ospedaliera-Universitaria di Bologna, 40138 Bologna, Italy; (A.G.); (A.G.M.)
| | - Karim Rihawi
- Division of Medical Oncology, IRCCS Azienda Ospedaliera-Universitaria di Bologna, 40138 Bologna, Italy; (K.R.); (F.D.F.)
| | - Antonietta D’Errico
- Pathology Unit, Department of Specialized, Experimental and Diagnostic Medicine, IRCCS Azienda Ospedaliera-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Francesca Di Fabio
- Division of Medical Oncology, IRCCS Azienda Ospedaliera-Universitaria di Bologna, 40138 Bologna, Italy; (K.R.); (F.D.F.)
| | - Gilberto Poggioli
- Medical and Surgical Department of Digestive, Hepatic and Endocrine-Metabolic Diseases, IRCCS Azienda Ospedaliera-Universitaria di Bologna, 40138 Bologna, Italy; (D.C.); (G.P.)
| | - Alessio Giuseppe Morganti
- Department of Radiation Oncology, IRCCS Azienda Ospedaliera-Universitaria di Bologna, 40138 Bologna, Italy; (A.G.); (A.G.M.)
| | - Luigi Ricciardiello
- Department of Medical and Surgical Science, University of Bologna, 40138 Bologna, Italy;
| | - Rita Golfieri
- Department of Radiology, IRCCS Azienda Ospedaliera-Universitaria di Bologna, 40138 Bologna, Italy; (F.C.); (A.C.); (M.A.C.); (M.T.T.); (R.G.)
| | - Gastone Castellani
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40138 Bologna, Italy; (G.F.); (G.C.)
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