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Xu W, Li W, Kuai D, Li Y, Sun W, Liu X, Xu B. Identification of endoplasmic reticulum stress-related genes as prognostic markers in colon cancer. Cancer Biol Ther 2025; 26:2458820. [PMID: 40169935 PMCID: PMC11970746 DOI: 10.1080/15384047.2025.2458820] [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] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 12/20/2024] [Accepted: 01/22/2025] [Indexed: 04/03/2025] Open
Abstract
Endoplasmic reticulum stress (ERS) has been implicated in the pathogenesis of various cancers, including colon cancer, by regulating tumor cell survival, growth, and immune response. However, the specific genes involved in ERS that could serve as prognostic markers in colon cancer remain underexplored. This study aims to identify and validate endoplasmic reticulum stress related genes (ERSRGs) in colon cancer that correlate with patient prognosis, thereby enhancing the understanding of ERS in oncological outcomes and potential therapeutic targeting. We utilized bioinformatics analyses to identify ERSRGs from publicly available colon cancer datasets. Differential expression analysis and survival analysis were performed to assess the prognostic significance of these genes. Validation was conducted through quantitative real-time PCR (RT-qPCR) on selected colon cancer cell lines. Our study identified nine ERS related genes (ASNS, ATF4, ATF6B, BOK, CLU, DDIT3, MANF, SLC39A14, TRAF2) involved in critical pathways including IL-12, PI3K-AKT, IL-7, and IL-23 signaling, and linked to 1-, 3-, and 5-year survival of patients with colon cancer. A multivariate Cox model based on these ERS related genes demonstrated significant prognostic power. Further, TRAF2 strong correlated with immune cells infiltration, suggesting its potential roles in modulating immune responses in the tumor microenvironment. The RT-qPCR validation confirmed the differential expression of these genes in human colon cancer cell lines versus human normal colonic epithelial cell line. The identified ERSRGs could serve as valuable prognostic markers and may offer new insights into the therapeutic targeting of ERS in colon cancer.
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Affiliation(s)
- Wenjing Xu
- Department of Gastroenterology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China
| | - Wei Li
- Department of Gastroenterology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China
| | - Dayu Kuai
- Department of Gastroenterology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China
| | - Yaqiang Li
- Department of Gastroenterology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China
| | - Wei Sun
- Department of Gastroenterology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China
| | - Xian Liu
- Department of Gastroenterology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China
| | - Baohong Xu
- Department of Gastroenterology, Beijing Luhe Hospital Affiliated to Capital Medical University, Beijing, China
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Sabando-Criollo K, Fernández-Cuya MS, Lozano-Burgos C, Martínez-Flores R, González-Arriagada WA. Nonmetastatic Lymph Node Histological Architecture Is Associated With Metastasis, Recurrence, and Survival in Oral Squamous Cell Carcinoma. J Oral Pathol Med 2025; 54:371-379. [PMID: 40189393 DOI: 10.1111/jop.13628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 11/13/2024] [Accepted: 12/10/2024] [Indexed: 05/16/2025]
Abstract
INTRODUCTION Oral squamous cell carcinoma (OSCC) is a common cancer, with a high propensity for regional lymph node metastasis (LnM), resulting in 5-year survival rates of only 40%-50%. The premetastatic niche (PMN), a modified lymph node microenvironment preparing for future metastasis, is poorly understood. This study analyzes the histomorphological features of nonmetastatic lymph nodes from OSCC patients, stratified by the presence or absence of regional cervical LnM. METHODS This cohort study examined 424 nonmetastatic lymph nodes, preserved in paraffin blocks, from 45 OSCC patients. Histological analysis was performed using hematoxylin and eosin staining to evaluate architectural features, specifically capsule and trabeculae thickness, subcapsular and medullary sinus ectasia, fibrosis, follicular organization, and hyperplasia. Logistic regression models were used to assess the relationships between these features and LnM, recurrence, and survival. RESULTS Our analysis revealed that intense medullary ectasia was associated with an increased risk of lymph node metastasis (LnM) (OR = 1.63; 95% CI: 0.99-2.67; p = 0.051), whereas follicular hyperplasia appeared protective (OR = 0.27; 95% CI: 0.15-0.5; p < 0.001). Nonvisible sinusoidal trabeculae suggested a higher risk of recurrence (OR = 2.18; 95% CI: 0.99-4.81; p = 0.05). Disorganized lymphoid follicles (OR = 1.91; 95% CI: 0.97-3.77; p = 0.059), focal subcapsular ectasia (OR = 4.4; 95% CI: 1.34-14.37; p = 0.014) and marked subcapsular ectasia (OR = 3.2; 95% CI: 1.06-9.63; p = 0.038) correlated with decreased survival. Conversely, follicular hyperplasia (OR = 0.38; 95% CI: 0.19-0.74; p = 0.005) and medullary fibrosis (OR = 0.13; 95% CI: 0.02-0.67; p = 0.015) were associated with improved survival. CONCLUSION These results highlight the potential clinical significance of follicular hyperplasia in lymph nodes. Patients exhibiting this feature may have a more favorable prognosis, characterized by increased survival and decreased risk of lymph node metastasis, regardless of concurrent alterations in other lymph node architecture.
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Affiliation(s)
- Katherine Sabando-Criollo
- Facultad de Odontología, Universidad de los Andes, Chile, Santiago, Chile
- Magister de Investigación e Innovación en Odontología, Universidad de los Andes, Chile, Las Condes, Chile
| | | | - Carlo Lozano-Burgos
- Facultad de Medicina, Universidad de Valparaíso, Valparaíso, Chile
- Carlos Van Buren Hospital, Valparaíso, Chile
| | - René Martínez-Flores
- Carlos Van Buren Hospital, Valparaíso, Chile
- Facultad de Odontología, Universidad Andrés Bello, Viña del Mar, Chile
| | - Wilfredo Alejandro González-Arriagada
- Facultad de Odontología, Universidad de los Andes, Chile, Santiago, Chile
- Centro de Investigación e Innovación Biomédica, Universidad de los Andes, Chile, Las Condes, Chile
- Center of Interventional Medicine for Precision and Advanced Cellular Therapy (IMPACT), Universidad de los Andes, Santiago, Chile
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Qin ZF, Gao XY, Zhu YZ, Ma T, Chen GL, Ma DN, Zhu HZ, Feng LH. Evaluation of LNR and modified N stage systems for prognostic stratification of metastatic lymph nodes in stage III colorectal Cancer. Sci Rep 2025; 15:13735. [PMID: 40258878 PMCID: PMC12012119 DOI: 10.1038/s41598-025-96652-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 03/31/2025] [Indexed: 04/23/2025] Open
Abstract
Lymph node ratio (LNR) and log odds of positive lymph nodes (LOODS) are considered to be potentially more rigorous metastatic lymph node stratification patterns than AJCC N stage due to the integration of the number of examined lymph nodes. Based on the data of colorectal cancer obtained from the Surveillance, Epidemiology, and End Result (SEER) database, comparison of the stratification performance between different prognostic models was validated by statistical methods, includingchi-square test, Cox regression analysis, Kaplan-Meier survival analysis, and Time-dependent Area Under Curve. A prognostic outcome-oriented statistical method based on Log-rank test was performed to determine the cutoff value of LNR. External validation cohort obtained from Zhejiang Cancer Hospital was used to validate the model performance and cutoff value. In the SEER database cohort, the optimal cutoff value for adequate or inadequate lymph node clearance was 14. In performance comparisons, LNR performance was superior to lymph node count alone and similar to LODDS. The optimal cutoff values for LNR were analyzed to be 0.11 (P < 0.001), 0.39 (P < 0.001) and 0.68 (P < 0.001), respectively. The stratification performance of modified N stage phased with the above cutoff value outperforms AJCC N stage. Kaplan-Meier survival analysis of the differences in patient distribution between the two staging systems also demonstrated the excellence of the LNR system. Above results were verified in the external verification cohort. The modified N stage based on LNR has better stratification performance than the AJCC N stage.
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Affiliation(s)
- Zhao-Fu Qin
- Department of Colorectal Surgery, Zhejiang Cancer Hospital, Hangzhou, 310022, Zhejiang, China
| | - Xin-Yi Gao
- Department of Radiology, Zhejiang Cancer Hospital, 1 Banshan East Road, Hangzhou, 310022, Zhejiang, China
| | - Yan-Zhi Zhu
- School of Pharmacy, University of Sydney, Camperdown, NSW, 2050, Australia
| | - Ting Ma
- Department of Colorectal Surgery, Zhejiang Cancer Hospital, Hangzhou, 310022, Zhejiang, China
| | - Guan-Liang Chen
- Department of General Surgery, Affiliated Hospital of Shaoxing University, Yuecheng District, Zhong Xing Nan Road No. 999, Shaoxing, 312000, China
| | - De-Ning Ma
- Department of Colorectal Surgery, Zhejiang Cancer Hospital, Hangzhou, 310022, Zhejiang, China
- Postgraduate training base Alliance (Zhejiang Cancer Hospital), Wenzhou Medical University, Hangzhou, Zhejiang Province, China
| | - Hong-Zhou Zhu
- Department of Radiology, Zhejiang Cancer Hospital, 1 Banshan East Road, Hangzhou, 310022, Zhejiang, China.
| | - Long-Hai Feng
- Department of Colorectal Surgery, Zhejiang Cancer Hospital, Hangzhou, 310022, Zhejiang, China.
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Bai Z, Xu L, Ding Z, Cao Y, Wang Z, Yang W, Xu W, Li H. Artificial intelligence in magnetic resonance imaging for predicting lymph node metastasis in rectal cancer patients: a meta-analysis. Eur Radiol 2025:10.1007/s00330-025-11519-y. [PMID: 40220146 DOI: 10.1007/s00330-025-11519-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: 12/03/2024] [Revised: 02/09/2025] [Accepted: 02/18/2025] [Indexed: 04/14/2025]
Abstract
OBJECTIVE This meta-analysis aims to evaluate the diagnostic performance of magnetic resonance imaging (MRI)-based artificial intelligence (AI) in the preoperative detection of lymph node metastasis (LNM) in patients with rectal cancer and to compare it with the diagnostic performance of radiologists. METHODS A thorough literature search was conducted across PubMed, Embase, and Web of Science to identify relevant studies published up to September 2024. The selected studies focused on the diagnostic performance of MRI-based AI in detecting rectal cancer LNM. A bivariate random-effects model was employed to calculate pooled sensitivity and specificity, each reported with 95% confidence intervals (CIs). Study heterogeneity was assessed using the I2 statistic. Furthermore, the modified quality assessment of diagnostic accuracy studies-2 (QUADAS-2) tool was applied to assess the methodological quality of the selected studies. RESULTS Seventeen studies were included in this meta-analysis. The pooled sensitivity, specificity, and area under the curve (AUC) for MRI-based AI in detecting preoperative LNM in rectal cancer were 0.71 (95% CI: 0.66-0.74), 0.71 (95% CI: 0.67-0.75), and 0.77 (95% CI: 0.73-0.80), respectively. For radiologists, these values were 0.64 (95% CI: 0.49-0.77), 0.72 (95% CI: 0.62-0.80), and 0.74 (95% CI: 0.68-0.80). Both analyses showed no significant publication bias (p > 0.05). CONCLUSIONS MRI-based AI demonstrates diagnostic performance similar to that of radiologists. The high heterogeneity among studies limits the strength of these findings, and further research with external validation datasets is necessary to confirm the results and assess their practical clinical value. KEY POINTS Question How effective is MRI-based AI in detecting LNM in rectal cancer patients compared to traditional radiology methods? Findings The diagnostic performance of MRI-based AI is comparable to radiologists, with pooled sensitivity and specificity both at 0.71, indicating moderate accuracy. Clinical relevance Integrating MRI-based AI can enhance diagnostic efficiency in identifying LNM, especially in settings with limited access to skilled radiologists, but requires further validation.
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Affiliation(s)
- Zhiqiang Bai
- Department of General Surgery, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Lumin Xu
- Department of General Surgery, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Zujun Ding
- Department of Anorectal surgery, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Yi Cao
- Department of General Surgery, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Zepeng Wang
- Department of General Surgery, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Wenjie Yang
- Department of Neurosurgery, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Wei Xu
- Department of Neurosurgery, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Hang Li
- Department of General Surgery, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, China.
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Duan H, Tao R, Qin J. Development and validation of a clinical prognosis prediction model for malignant intestinal obstruction: A retrospective cohort study. Sci Rep 2025; 15:11550. [PMID: 40185941 PMCID: PMC11971399 DOI: 10.1038/s41598-025-96593-4] [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] [Subscribe] [Scholar Register] [Received: 11/07/2024] [Accepted: 03/31/2025] [Indexed: 04/07/2025] Open
Abstract
Malignant bowel obstruction (MBO) is a common and complex condition in clinical practice, which seriously affects the quality of life and prognosis of patients. However, the current lack of effective prognostic models for MBO has greatly limited clinical precision treatment and patient management. Focusing on this issue, this study aims to construct and validate a prognostic model for the overall survival (OS) of MBO patients, providing crucial support for clinical decision - making and improving the prognosis of patients. In this study, 41 items of real - world data from 192 patients in the Affiliated Hospital of Nantong University from January 2022 to January 2024 were collected, including 39 independent variables, survival time, and survival status. Subsequently, the patients were randomly divided into groups at a ratio of 7:3. Predictor variables were screened using the Least Absolute Shrinkage and Selection Operator (LASSO) and multivariate Cox regression, and then a Cox model was constructed. The model was validated using the Concordance index (C - index), time - dependent Receiver Operating Characteristic (ROC) curve, and Decision Curve Analysis (DCA). Finally, a nomogram of the model was created. The study found that significant risk factors affecting patient mortality included chemoradiotherapy (β = - 1.24; HR = 0.29;95%CI, 0.14-0.59), conservative treatment (β = 1.34; HR = 3.81; 95%CI, 1.69-8.55), new cases (β = - 0.96; HR = 0.38; 95%CI, 0.19-0.77), AJCC T stage 4 (β = 2.16; HR = 8.64; 95%CI, 1.47-50.76), red blood cell count (RBC, β = - 0.63; HR = 0.53; ; 95%CI, 0.38-0.80), prothrombin time (PT, β = 0.37; HR = 1.45; ; 95%CI, 1.07-1.97), aspartate aminotransferase (AST, β = 0.01; HR = 1.01; 95%CI, 1.00-1.02), and intestinal necrosis (β = 1.73; HR = 5.62; 95%CI, 1.11-28.27). In the development set, the AUC and C - index values of the prognostic models for 30 - day, 90 - day, and 180 - day are 0.87, 0.94, and 0.92 respectively. In the validation set, the corresponding values are 0.83, 0.96, and 0.89. The results of DCA analysis indicated that the model was reliable and could effectively predict the 30 - day, 90 - day, and 180 - day survival periods of MBO patients. This study successfully constructed and validated a prognostic model for the overall survival of MBO patients. This model identified multiple key prognostic factors and exhibited good predictive performance. It provides important reference for clinicians to predict the survival period of MBO patients and develop personalized treatment plans, and is expected to improve the clinical outcomes of MBO patients.
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Affiliation(s)
- Hao Duan
- Affiliated Hospital of Nantong University, No. 20 Xisi Road, 226000, Nantong, Jiangsu, People's Republic of China
- Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Ran Tao
- Affiliated Hospital of Nantong University, No. 20 Xisi Road, 226000, Nantong, Jiangsu, People's Republic of China
- Nantong University, Nantong, Jiangsu, People's Republic of China
| | - Jun Qin
- Affiliated Hospital of Nantong University, No. 20 Xisi Road, 226000, Nantong, Jiangsu, People's Republic of China.
- Nantong University, Nantong, Jiangsu, People's Republic of China.
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Zhou X, Chen W, Zhuang D, Xu G, Puyang Y, Rui H. Knockdown of SETD5 Inhibits Colorectal Cancer Cell Growth and Stemness by Regulating PI3K/AKT/mTOR Pathway. Biochem Genet 2025; 63:1924-1937. [PMID: 38641699 DOI: 10.1007/s10528-024-10766-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 02/28/2024] [Indexed: 04/21/2024]
Abstract
SET domain-containing 5 (SETD5), a member of protein lysine methyltransferase family, is expressed in multiple cancers, making it potential therapeutic targets. However, the role of SETD5 in colorectal cancer remains largely unknown. The expression of SETD5 in the 30 pairs colorectal cancer tissues samples and cell lines were determined by qRT-PCR. The functions of SETD5 was detected by knocked-down or overexpression in colorectal cancer cell lines SW480 and HCT116 cells. Cell proliferative activity, cell death, and stemness characteristics were assessed. BEZ235, a PI3K/AKT/mTOR pathway inhibitor, was used to perform rescue experiment to analyze whether SETD5 exerted its effects through activating PI3K/AKT/mTOR pathway. SETD5 was substantially upregulated in colorectal cancer, and correlated to metastasis and clinical stage of patients. Knockdown of SETD5 inhibited SW480 and HCT116 cell growth, as evidenced by the inhibition of cell viability and clone-forming. Moreover, Knockdown of SETD5 suppressed the capability of tumor sphere formation of SW480 and HCT116 cells, and reduced the expression of stemness-related proteins Nanog and Sox2. Further western blot analysis revealed that SETD5 knockdown inhibited the phosphorylation of proteins associated with the PI3K/AKT/mTOR pathway. In contrast, overexpression of SETD5 exerted the opposite effects. Mechanistically, by blocking PI3K/AKT/mTOR pathway with BEZ235, the effects of SETD5 overexpression on cell viability and Nanog and Sox2 protein expression were reversed. Our results substantiated that SETD5 functioned as an oncogene by promoting cell growth and stemness in colorectal cancer cells through activating the PI3K/AKT/mTOR signaling pathway.
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Affiliation(s)
- Xiaohua Zhou
- Department of General Surgery, Nanjing Gaochun People's Hospital, Gaochun, 211300, Jiangsu, China
| | - Wenqiang Chen
- Department of Medical Oncology, Nanjing Gaochun People's Hospital, Gaochun, 211300, Jiangsu, China
| | - Duanming Zhuang
- Department of Gastroenterology, Economic Development Zone, Nanjing Gaochun People's Hospital, No. 53, Maoshan, Gaochun, 211300, Jiangsu, China.
| | - Guangqi Xu
- Department of General Surgery, Nanjing Gaochun People's Hospital, Gaochun, 211300, Jiangsu, China
| | - Yongqiang Puyang
- Department of General Surgery, Nanjing Gaochun People's Hospital, Gaochun, 211300, Jiangsu, China
| | - Hongqing Rui
- Department of General Surgery, Nanjing Gaochun People's Hospital, Gaochun, 211300, Jiangsu, China
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Lee YK, Choi KH, Cheon W, Kim B, Kim IH, Kang YN, Jang H. Hounsfield unit change in metastatic abdominal lymph nodes treated with combined hyperthermia and radiotherapy. PLoS One 2025; 20:e0318330. [PMID: 40131926 PMCID: PMC11936282 DOI: 10.1371/journal.pone.0318330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Accepted: 01/15/2025] [Indexed: 03/27/2025] Open
Abstract
OBJECTIVE Hyperthermia has been safely employed in conjunction with low to moderate doses of radiotherapy (RT) to achieve notable tumor responses in cases of previously treated and recurrent malignancies. However, the radiologic monitoring of combined hyperthermia and RT (HTRT) is not extensively documented. This study aimed to assess radiological changes, including alterations in Hounsfield units (HU), in patients undergoing treatment with either HTRT or RT alone for metastatic abdominal lymph nodes. METHODS CT images were acquired from consecutive 40 patients who received HTRT or RT alone for metastatic abdominal lymph nodes. Target regions were delineated and pre- and post-treatment HU measurements were extracted from these targets. An additional independent t-test was performed to compare the change in mean HU values between the two groups. RESULTS The study included 40 patients, 20 patients in the HTRT group and 20 in the RT alone group. In the HTRT group, the average HU after treatment was 58.95 HU, while in the RT-only group, it was 71.42 HU. In the HTRT-treated group, the average HU value of the tumor was lower by 9.05%, with an average of -8.47 HU. (p = 0.011), while in the RT-only treated group, it declined by 0.57% with an average of -0.41 HU. CONCLUSION The HTRT group showed a greater decrease in HU both pre- and post-treatment, indicating a possible indirect marker of tumor necrosis. Sequential trends and survival analyses for comparing the two groups are warranted in subsequent investigations.
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Affiliation(s)
- Young Kyu Lee
- Department of Radiation Oncology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Kyu Hye Choi
- Department of Radiation Oncology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Wonjoong Cheon
- Department of Radiation Oncology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Bohyun Kim
- Department of Radiology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - In-Ho Kim
- Division of Medical Oncology, Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Young-nam Kang
- Department of Radiation Oncology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - HongSeok Jang
- Department of Radiation Oncology, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
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Heng Y, Huang M, Xu J, Wu X, Huang N, Cao Y, Qin L. Prognostic value of tumor deposits and positive lymph nodes in colorectal cancer surgery: improved staging for long-term prognosis. BMC Gastroenterol 2025; 25:154. [PMID: 40069628 PMCID: PMC11899793 DOI: 10.1186/s12876-025-03713-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 02/19/2025] [Indexed: 03/14/2025] Open
Abstract
BACKGROUND To evaluate the prognostic value of the presence and number of tumor deposits (TDs) and the combination of TDs and number of positive lymph nodes (PLNs) in patients undergoing colorectal cancer (CRC) surgery, and to modify N staging. METHOD The clinical data of 1470 patients with stage I-IV CRC who underwent surgery in Wuhan Union Hospital from February 2014 to May 2018 were collected. The optimal cutoff value for TD + PLNs was obtained using X-tile software, and patients were regrouped accordingly. Cox univariate and multivariate analysis were used to screen the factors affecting the prognosis of patients. The receiver operating characteristic (ROC) curve and the area under the curve (AUC) were used to evaluate the predictive ability of independent prognostic factors for overall survival (OS) and disease-free survival (DFS) of patients. RESULT The presence of TD was associated with poor OS (HR = 2.478, 95%CI: 1.794-3.422, P<0.001) and DFS (HR = 2.516, 95%Cl: 1.874-3.377, P<0.001). Combined with TD and PLNs, a total of 128 of 395 N1 patients were reclassified re-staged as N2(TD + PLNs ≥ 3), which had a worse prognosis than those diagnosed with N1. Compared with Tumor Node Metastasis stage and TD number, the multivariate model constructed using independent prognostic factors showed better predictive power for OS (AUC:0.769 vs. 0.681 vs. 0.650) and DFS (AUC:0.757 vs. 0.702 vs. 0.650). CONCLUSION TD significantly affects the long-term prognosis of CRC patients. Combining TD and PLNs to redefine the tumor staging of CRC patients can improve the accuracy of long-term prognosis of surgical patients.
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Affiliation(s)
- Yixin Heng
- Department of General Surgery, The First Affiliated Hospital of Shihezi University, Shihezi, Xinjiang, 832008, P. R. China
| | - Mudan Huang
- Department of Radiation Oncology, The Third Affiliated Hospital of Shenzhen University, Shenzhen Luohu Hospital Group, Shenzhen, 5 18000, China
| | - Jiaxin Xu
- Department of General Surgery, The First Affiliated Hospital of Shihezi University, Shihezi, Xinjiang, 832008, P. R. China
| | - Xiaoyu Wu
- Department of General Surgery, The First Affiliated Hospital of Shihezi University, Shihezi, Xinjiang, 832008, P. R. China
| | - Ning Huang
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, 430022, China
| | - Yinghao Cao
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang Road No. 1277, Wuhan, Hubei Province, 430022, China.
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China.
| | - Le Qin
- Department of General Surgery, The First Affiliated Hospital of Shihezi University, Shihezi, Xinjiang, 832008, P. R. China.
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Benlice C, Elhan AH, Seker ME, Gorgun E, Kuzu MA. Oncologic outcomes and trends in each colon cancer location and stages over the last two decades: insights from the SEER registry. Tech Coloproctol 2024; 28:147. [PMID: 39487239 DOI: 10.1007/s10151-024-03020-3] [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: 07/14/2024] [Accepted: 09/16/2024] [Indexed: 11/04/2024]
Abstract
BACKGROUND The main purpose of the study is to comprehensively evaluate population-level survival disparities stage-by-stage, according to specific anatomical colon segments, and based on prognosis as defined by lymph nodes among patients who have undergone curative resection for non-metastatic colon cancer. METHODS The study was conducted from the Surveillance Epidemiology and End Result (SEER) program from the USA. Patients who underwent surgery for colon adenocarcinoma between 2000 and 2019 were identified. Demographics and clinical and pathologic factors were compared amongst each other according to different colon segments, stages, and time periods. RESULTS A total of 482,672 patients were identified and 195,105 of them met the inclusion criteria. Patients with proximal cancers were significantly older, more likely to be female, had a higher number of lymph nodes, and node positivity (p < 0.001). During the study period, an almost 10% improvement in overall survival rate was observed at 3 and 5 years for each colon site and stage (p < 0.05). CONCLUSIONS The study's findings revealed a notable improvement in overall and cancer-specific survival rates across all colon segments and stages in patients who underwent curative treatment for non-metastatic primary colon cancer from a nationwide database.
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Affiliation(s)
- C Benlice
- Department of General Surgery, School of Medicine, Ankara University, Sıhhıye, 06100, Ankara, Turkey.
| | - A H Elhan
- Department of Biostatistics, Faculty of Medicine, Ankara University, Ankara, Turkey
| | - M E Seker
- School of Medicine, Acibadem Mehmet Ali Aydinlar University, Istanbul, Turkey
| | - E Gorgun
- Department of Colorectal Surgery, DDSI, Cleveland Clinic, Cleveland, OH, USA
| | - M A Kuzu
- Department of General Surgery, School of Medicine, Ankara University, Sıhhıye, 06100, Ankara, Turkey
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Cao J, Chao W, Zhang J, Mao J, Zeng J, Luo D, Huang S, Li J, He B, Pan H. Circulating exosomal PCAT1 as a complement of carcinoembryonic antigen for early colorectal cancer diagnosis. Heliyon 2024; 10:e39264. [PMID: 39640681 PMCID: PMC11620264 DOI: 10.1016/j.heliyon.2024.e39264] [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: 05/04/2024] [Revised: 09/26/2024] [Accepted: 10/10/2024] [Indexed: 12/07/2024] Open
Abstract
Backgrounds Given the global prevalence of colorectal cancer (CRC), advancements in prompt and accurate diagnosis are crucial. Long non-coding RNAs (lncRNAs) in serum exosomes are emerging as potential diagnostic biomarkers. This study evaluated the feasibility of using serum exosomal lncRNAs for early-stage CRC diagnosis in clinical practice. Methods Candidate serum exosomal lncRNAs were identified through an integrated analysis of two GEO datasets (GSE100206 and GSE100063) containing non-coding RNA expression profiles in serum exosomes. Exosomes isolated from participants' serum were validated using transmission electron microscopy (TEM) and immunoblotting. The expression levels of serum exosomal PCAT1 were measured by quantitative real-time polymerase chain reaction (qRT-PCR). Diagnostic accuracy was assessed using receiver operating characteristic (ROC) analysis. Results Serum exosomal PCAT1 levels were evaluated in 150 CRC patients, 66 patients with benign colorectal lesions, and 128 healthy controls. ROC analysis demonstrated high diagnostic efficacy of serum exosomal PCAT1 for CRC. Notably, the predictive performance was sufficient to distinguish early-stage CRC patients. Additionally, the diagnostic value was significant for CRC patients with low serum carcinoembryonic antigen (CEA) levels. Measuring serum exosomal PCAT1 could complement CEA assessment, enhancing CRC diagnostic accuracy. Conclusions Serum exosomal PCAT1 can complement CEA assessment, aiding in early CRC diagnosis and helping to differentiate the disease, especially in patients with low CEA levels.
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Affiliation(s)
- Jinghe Cao
- Department of Laboratory Medicine, Affiliated Hospital of Jining Medical University, Jining Medical University, Shandong, China
| | - Wei Chao
- Medical Science Laboratory, the Fourth Affiliated Hospital of Guangxi Medical University, Guangxi, China
| | - Jiansheng Zhang
- Medical Science Experimental Center of Guangxi Medical University, Guangxi, China
| | - Jiajia Mao
- Department of Scientific Research and Education, the First Affiliated Hospital of Guangxi Medical University, Guangxi, China
| | - Jianchao Zeng
- Medical Science Laboratory, the Fourth Affiliated Hospital of Guangxi Medical University, Guangxi, China
| | - Delan Luo
- Department of Gastroenterology, the First People's Hospital of Neijiang City, Sichuan, China
| | - Shishun Huang
- Medical Science Laboratory, the Fourth Affiliated Hospital of Guangxi Medical University, Guangxi, China
| | - Jiashu Li
- Department of Pathology, the First Affiliated Hospital of Guangxi Medical University, Guangxi, China
| | - Baoyu He
- Department of Laboratory Medicine, Affiliated Hospital of Jining Medical University, Jining Medical University, Shandong, China
- Medical Science Laboratory, the Fourth Affiliated Hospital of Guangxi Medical University, Guangxi, China
| | - Hongli Pan
- Department of Laboratory Medicine, Affiliated Hospital of Jining Medical University, Jining Medical University, Shandong, China
- Medical Science Laboratory, the Fourth Affiliated Hospital of Guangxi Medical University, Guangxi, China
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11
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Li Q, Hong R, Zhang P, Hou L, Bao H, Bai L, Zhao J. A clinical-radiomics nomogram based on spectral CT multi-parameter images for preoperative prediction of lymph node metastasis in colorectal cancer. Clin Exp Metastasis 2024; 41:639-653. [PMID: 38767757 DOI: 10.1007/s10585-024-10293-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 05/06/2024] [Indexed: 05/22/2024]
Abstract
To develop a clinical-radiomics nomogram based on spectral CT multi-parameter images for predicting lymph node metastasis in colorectal cancer. A total of 76 patients with colorectal cancer and 156 lymph nodes were included. The clinical data of the patients were collected, including gender, age, tumor location and size, preoperative tumor markers, etc. Three sets of conventional images in the arterial, venous, and delayed phases were obtained, and six sets of spectral images were reconstructed using the arterial phase spectral data, including virtual monoenergetic images (40 keV, 70 keV, 100 keV), iodine density maps, iodine no water maps, and virtual non-contrast images. Radiomics features of lymph nodes were extracted from the above images, respectively. Univariate analysis and least absolute shrinkage and selection operator (LASSO) regression were used to select features. A clinical model was constructed based on age and carcinoembryonic antigen (CEA) levels. The radiomics features selected were used to generate a composed radiomics signature (Com-RS). A nomogram was developed using age, CEA, and the Com-RS. The models' prediction efficiency, calibration, and clinical application value were evaluated by the area under the receiver operating characteristic curve (AUC), calibration curve, and decision curve analysis, respectively. The nomogram outperforms the clinical model and the Com-RS (AUC = 0.879, 0.824). It is well calibrated and has great clinical application value. This study developed a clinical-radiomics nomogram based on spectral CT multi-parameter images, which can be used as an effective tool for preoperative personalized prediction of lymph node metastasis in colorectal cancer.
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Affiliation(s)
- Qian Li
- Department of Radiology, The Third Hospital of Hebei Medical University, Ziqiang Road, Shijiazhuang, 050000, Hebei, China
| | - Rui Hong
- Department of Radiology, The Third Hospital of Hebei Medical University, Ziqiang Road, Shijiazhuang, 050000, Hebei, China
| | - Ping Zhang
- Department of Radiology, The Third Hospital of Hebei Medical University, Ziqiang Road, Shijiazhuang, 050000, Hebei, China
| | - Liting Hou
- Department of Radiology, The Third Hospital of Hebei Medical University, Ziqiang Road, Shijiazhuang, 050000, Hebei, China
| | - Hailun Bao
- Department of Radiology, The Third Hospital of Hebei Medical University, Ziqiang Road, Shijiazhuang, 050000, Hebei, China
| | - Lin Bai
- Department of Radiology, The Third Hospital of Hebei Medical University, Ziqiang Road, Shijiazhuang, 050000, Hebei, China.
| | - Jian Zhao
- Department of Radiology, The Third Hospital of Hebei Medical University, Ziqiang Road, Shijiazhuang, 050000, Hebei, China.
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12
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Chen J, Ni L, Gong J, Wu J, Qian T, Wang M, Huang J, Liu K. Quantitative parameters of dual-layer spectral detector computed tomography for evaluating differentiation grade and lymphovascular and perineural invasion in colorectal adenocarcinoma. Eur J Radiol 2024; 178:111594. [PMID: 38986232 DOI: 10.1016/j.ejrad.2024.111594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 06/20/2024] [Accepted: 06/28/2024] [Indexed: 07/12/2024]
Abstract
PURPOSE To explore the predictive value of dual-layer spectral detector CT (SDCT) quantitative parameters for determining differentiation grade, lymphovascular invasion (LVI) and perineural invasion (PNI) in colorectal adenocarcinoma (CRAC) patients. METHODS A total of 106 eligible patients with CRAC were included in this study. Spectral parameters, including CT values at 40 and 100 keV, the effective atomic number (Zeff), the iodine concentration (IC), the slope of the spectral Hounsfield unit (HU) curve (λHU), and the normalized iodine concentration (NIC) in the arterial phase (AP) and venous phase (VP), were compared according to the differentiation grade and the status of LVI and PNI. The diagnostic accuracies of the quantitative parameters with statistical significance were determined via receiver operating characteristic (ROC) curves, and the area under the curve (AUC) was calculated. RESULTS There were 57 males and 49 females aged 43-86 (69 ± 10) years. The measured values of the spectral quantitative parameters of the CRAC were consistent within the observer (ICC range: 0.800-0.926). The 40 keV-AP, IC-AP, NIC-AP, 40 keV-VP, and IC-VP were significantly different among the different differentiation grades in the CRAC (P = 0.040, AUC = 0.673; P = 0.035, AUC = 0.684; P = 0.031, AUC = 0.639; P = 0.044, AUC = 0.663 and P = 0.035, AUC = 0.666, respectively). A statistically significant difference was observed in 40 keV-VP, 100 keV-VP, Zeff-VP, IC-VP, and λHU-VP between LVI-positive and LVI-negative patients (P = 0.003, AUC = 0.688; P = 0.015, AUC = 0.644; P = 0.001, AUC = 0.688; P = 0.001, AUC = 0.703 and P = 0.003, AUC = 0.677, respectively). There were no statistically significant differences in the values of the spectral parameters of the PNI state of patients with CRAC (P > 0.05). CONCLUSION The quantitative parameters of SDCT had good diagnostic efficacy in differentiating between different grades and statuses of LVI in patients with CRAC; however, SDCT did not have value for identifying the state of PNI.
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Affiliation(s)
- Jinghua Chen
- Department of Radiology, Taicang TCM Hospital Affiliated to Nanjing University of Chinese Medicine, Taicang, China
| | - Lei Ni
- Department of Radiology, Taicang TCM Hospital Affiliated to Nanjing University of Chinese Medicine, Taicang, China
| | - Jingjing Gong
- Department of Radiology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China
| | - Jie Wu
- Department of Radiology, Taicang TCM Hospital Affiliated to Nanjing University of Chinese Medicine, Taicang, China
| | - Tingting Qian
- Department of Pathology, Taicang TCM Hospital Affiliated to Nanjing University of Chinese Medicine, Taicang, China
| | - Mengjia Wang
- Department of Pathology, Taicang TCM Hospital Affiliated to Nanjing University of Chinese Medicine, Taicang, China
| | - Jian Huang
- Department of Radiology, Taicang TCM Hospital Affiliated to Nanjing University of Chinese Medicine, Taicang, China
| | - Kefu Liu
- Department of Radiology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou, China.
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Meng Y, Ai Q, Hu Y, Han H, Song C, Yuan G, Hou X, Weng W. Clinical development of MRI-based multi-sequence multi-regional radiomics model to predict lymph node metastasis in rectal cancer. Abdom Radiol (NY) 2024; 49:1805-1815. [PMID: 38462557 DOI: 10.1007/s00261-024-04204-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 12/30/2023] [Accepted: 01/12/2024] [Indexed: 03/12/2024]
Abstract
OBJECTIVE We aim to construct a magnetic resonance imaging (MRI)-based multi-sequence multi-regional radiomics model that will improve the preoperative prediction ability of lymph node metastasis (LNM) in T3 rectal cancer. METHODS Multi-sequence MRI data from 190 patients with T3 rectal cancer were retrospectively analyzed, with 94 patients in the LNM group and 96 patients in the non-LNM group. The clinical factors, subjective imaging features, and the radiomic features of tumor and peritumoral mesorectum region of patients were extracted from T2WI and ADC images. Spearman's rank correlation coefficient, Mann-Whitney's U test, and the least absolute shrinkage and selection operator were used for feature selection and dimensionality reduction. Logistic regression was used to construct six models. The predictive performance of each model was evaluated by the receiver operating characteristic curve (ROC). The differences of each model were characterized by area under the curve (AUC) via the DeLong test. RESULTS The AUCs of T2WI, ADC single-sequence radiomics model and multi-sequence radiomics model were 0.73, 0.75, and 0.78, respectively. The multi-sequence multi-regional radiomics model with improved performance was created by combining the radiomics characteristics of the peritumoral mesorectum region with the multi-sequence radiomics model (AUC, 0.87; p < 0.01). The AUC of the clinical model was 0.68, and the MRI-clinical composite evaluation model was obtained by incorporating the clinical data with the multi-sequence multi-regional radiomics features, with an AUC of 0.89. CONCLUSION The MRI-based multi-sequence multi-regional radiomics model significantly improved the prediction ability of LNM for T3 rectal cancer and could be applied to guide surgical decision-making in patients with T3 rectal cancer.
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Affiliation(s)
- Yao Meng
- Department of Radiology, Xinhua Hospital Affiliated to Dalian University, No. 156 Wansui Street, Shahekou District, Dalian, 116021, Liaoning, China
| | - Qi Ai
- Department of Radiology, Xinhua Hospital Affiliated to Dalian University, No. 156 Wansui Street, Shahekou District, Dalian, 116021, Liaoning, China
| | - Yue Hu
- Department of Radiology, Xinhua Hospital Affiliated to Dalian University, No. 156 Wansui Street, Shahekou District, Dalian, 116021, Liaoning, China
| | - Haojie Han
- Department of Radiology, Xinhua Hospital Affiliated to Dalian University, No. 156 Wansui Street, Shahekou District, Dalian, 116021, Liaoning, China
| | - Chunming Song
- Department of Radiology, Xinhua Hospital Affiliated to Dalian University, No. 156 Wansui Street, Shahekou District, Dalian, 116021, Liaoning, China
| | - Guangou Yuan
- Department of Radiology, Xinhua Hospital Affiliated to Dalian University, No. 156 Wansui Street, Shahekou District, Dalian, 116021, Liaoning, China
| | - Xueyan Hou
- Department of Radiology, Xinhua Hospital Affiliated to Dalian University, No. 156 Wansui Street, Shahekou District, Dalian, 116021, Liaoning, China
| | - Wencai Weng
- Department of Radiology, Xinhua Hospital Affiliated to Dalian University, No. 156 Wansui Street, Shahekou District, Dalian, 116021, Liaoning, China.
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14
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Ding T, Shang Z, Zhao H, Song R, Xiong J, He C, Liu D, Yi B. Anoikis-related gene signatures in colorectal cancer: implications for cell differentiation, immune infiltration, and prognostic prediction. Sci Rep 2024; 14:11525. [PMID: 38773226 PMCID: PMC11109202 DOI: 10.1038/s41598-024-62370-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Accepted: 05/16/2024] [Indexed: 05/23/2024] Open
Abstract
Colorectal cancer (CRC) is a malignant tumor originating from epithelial cells of the colon or rectum, and its invasion and metastasis could be regulated by anoikis. However, the key genes and pathways regulating anoikis in CRC are still unclear and require further research. The single cell transcriptome dataset GSE221575 of GEO database was downloaded and applied to cell subpopulation type identification, intercellular communication, pseudo time cell trajectory analysis, and receptor ligand expression analysis of CRC. Meanwhile, the RNA transcriptome dataset of TCGA, the GSE39582, GSE17536, and GSE17537 datasets of GEO were downloaded and merged into one bulk transcriptome dataset. The differentially expressed genes (DEGs) related to anoikis were extracted from these data sets, and key marker genes were obtained after feature selection. A clinical prognosis prediction model was constructed based on the marker genes and the predictive effect was analyzed. Subsequently, gene pathway analysis, immune infiltration analysis, immunosuppressive point analysis, drug sensitivity analysis, and immunotherapy efficacy based on the key marker genes were conducted for the model. In this study, we used single cell datasets to determine the anoikis activity of cells and analyzed the DEGs of cells based on the score to identify the genes involved in anoikis and extracted DEGs related to the disease from the transcriptome dataset. After dimensionality reduction selection, 7 marker genes were obtained, including TIMP1, VEGFA, MYC, MSLN, EPHA2, ABHD2, and CD24. The prognostic risk model scoring system built by these 7 genes, along with patient clinical data (age, tumor stage, grade), were incorporated to create a nomogram, which predicted the 1-, 3-, and 5-years survival of CRC with accuracy of 0.818, 0.821, and 0.824. By using the scoring system, the CRC samples were divided into high/low anoikis-related prognosis risk groups, there are significant differences in immune infiltration, distribution of immune checkpoints, sensitivity to chemotherapy drugs, and efficacy of immunotherapy between these two risk groups. Anoikis genes participate in the differentiation of colorectal cancer tumor cells, promote tumor development, and could predict the prognosis of colorectal cancer.
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Affiliation(s)
- Taohui Ding
- School of Pharmacy, Jiangxi Medical College, Nanchang University, Nanchang, 330006, People's Republic of China
- 2nd Abdominal Surgery Department, Jiangxi Cancer Institute, Jiangxi Cancer Hospital, The Second Affiliated Hospital of Nanchang Medical College, Nanchang, 330029, Jiangxi, People's Republic of China
| | - Zhao Shang
- School of Pharmacy, Jiangxi Medical College, Nanchang University, Nanchang, 330006, People's Republic of China
| | - Hu Zhao
- School of Pharmacy, Jiangxi Medical College, Nanchang University, Nanchang, 330006, People's Republic of China
- 2nd Abdominal Surgery Department, Jiangxi Cancer Institute, Jiangxi Cancer Hospital, The Second Affiliated Hospital of Nanchang Medical College, Nanchang, 330029, Jiangxi, People's Republic of China
| | - Renfeng Song
- Department of Digestive Oncology, Jiangxi Cancer Institute, Jiangxi Cancer Hospital, The Second Affiliated Hospital of Nanchang Medical College, Nanchang, 330029, Jiangxi, People's Republic of China
| | - Jianyong Xiong
- 2nd Abdominal Surgery Department, Jiangxi Cancer Institute, Jiangxi Cancer Hospital, The Second Affiliated Hospital of Nanchang Medical College, Nanchang, 330029, Jiangxi, People's Republic of China
| | - Chuan He
- Department of Digestive Oncology, Jiangxi Cancer Institute, Jiangxi Cancer Hospital, The Second Affiliated Hospital of Nanchang Medical College, Nanchang, 330029, Jiangxi, People's Republic of China
| | - Dan Liu
- School of Pharmacy, Jiangxi Medical College, Nanchang University, Nanchang, 330006, People's Republic of China.
| | - Bo Yi
- 2nd Abdominal Surgery Department, Jiangxi Cancer Institute, Jiangxi Cancer Hospital, The Second Affiliated Hospital of Nanchang Medical College, Nanchang, 330029, Jiangxi, People's Republic of China.
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15
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Huang W, Son MH, Ha LN, Kang L, Cai W. More than meets the eye: 2-[ 18F]FDG PET-based radiomics predicts lymph node metastasis in colorectal cancer patients to enable precision medicine. Eur J Nucl Med Mol Imaging 2024; 51:1725-1728. [PMID: 38424238 PMCID: PMC11042987 DOI: 10.1007/s00259-024-06664-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2024]
Affiliation(s)
- Wenpeng Huang
- Department of Nuclear Medicine, Peking University First Hospital, No.8 Xishiku Str, Xicheng District, Beijing, 100034, China
| | - Mai Hong Son
- Department of Nuclear Medicine, Hospital 108, Hanoi, Vietnam
| | - Le Ngoc Ha
- Department of Nuclear Medicine, Hospital 108, Hanoi, Vietnam
| | - Lei Kang
- Department of Nuclear Medicine, Peking University First Hospital, No.8 Xishiku Str, Xicheng District, Beijing, 100034, China.
| | - Weibo Cai
- Departments of Radiology and Medical Physics, University of Wisconsin - Madison, K6/562 Clinical Science Center, 600 Highland Ave, Madison, WI, 53705-2275, USA.
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16
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Wang R, Yan Z. Cancer spreading patterns based on epithelial-mesenchymal plasticity. Front Cell Dev Biol 2024; 12:1259953. [PMID: 38665432 PMCID: PMC11043583 DOI: 10.3389/fcell.2024.1259953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 03/26/2024] [Indexed: 04/28/2024] Open
Abstract
Introduction: Metastasis is a major cause of cancer-related deaths, underscoring the necessity to discern the rules and patterns of cancer cell spreading. Epithelial-mesenchymal plasticity contributes to cancer aggressiveness and metastasis. Despite establishing key determinants of cancer aggressiveness and metastatic ability, a comprehensive understanding of the underlying mechanism is unknown. We aimed to propose a classification system for cancer cells based on epithelial-mesenchymal plasticity, focusing on hysteresis of the epithelial-mesenchymal transition and the hybrid epithelial/mesenchymal phenotype. Methods: We extensively reviewed the concept of epithelial-mesenchymal plasticity, specifically considering the hysteresis of the epithelial-mesenchymal transition and the hybrid epithelial/mesenchymal phenotype. Results: In this review and hypothesis article, based on epithelial-mesenchymal plasticity, especially the hysteresis of epithelial-mesenchymal transition and the hybrid epithelial/mesenchymal phenotype, we proposed a classification of cancer cells, indicating that cancer cells with epithelial-mesenchymal plasticity potential could be classified into four types: irreversible hysteresis, weak hysteresis, strong hysteresis, and hybrid epithelial/mesenchymal phenotype. These four types of cancer cells had varied biology, spreading features, and prognoses. Discussion: Our results highlight that the proposed classification system offers insights into the diverse behaviors of cancer cells, providing implications for cancer aggressiveness and metastasis.
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Affiliation(s)
- Rui Wang
- Department of Critical Care Medicine, Shengjing Hospital of China Medical University, Shenyang, China
| | - Zhaopeng Yan
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, China
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17
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Ghofrani-Shahpar M, Pakravan K, Razmara E, Amooie F, Mahmoudian M, Heshmati M, Babashah S. Cancer-associated fibroblasts drive colorectal cancer cell progression through exosomal miR-20a-5p-mediated targeting of PTEN and stimulating interleukin-6 production. BMC Cancer 2024; 24:400. [PMID: 38561726 PMCID: PMC10983759 DOI: 10.1186/s12885-024-12190-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Accepted: 03/26/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND This study evaluated the clinical relevance of a set of five serum-derived circulating microRNAs (miRNAs) in colorectal cancer (CRC). Additionally, we investigated the role of miR-20a-5p released by exosomes derived from cancer-associated fibroblasts (CAFs) in the context of CRC. METHODS The expression levels of five circulating serum-derived miRNAs (miR-20a-5p, miR-122-5p, miR-139-3p, miR-143-5p, and miR-193a-5p) were quantified by real-time quantitative PCR (RT-qPCR), and their associations with clinicopathological characteristics in CRC patients were assessed. The diagnostic accuracy of these miRNAs was determined through Receiver Operating Characteristic (ROC) curve analysis. CAFs and normal fibroblasts (NFs) were isolated from tissue samples, and subsequently, exosomes derived from these cells were isolated and meticulously characterized using electron microscopy and Western blotting. The cellular internalization of fluorescent-labeled exosomes was visualized by confocal microscopy. Gain- and loss-of-function experiments were conducted to elucidate the oncogenic role of miR-20a-5p transferred by exosomes derived from CAFs in CRC progression. The underlying mechanisms were uncovered through luciferase reporter assay, Western blotting, enzyme-linked immunosorbent assays, as well as proliferation and migration assays. RESULTS The expression levels of serum-derived circulating miR-20a-5p and miR-122-5p were significantly higher in CRC and were positively correlated with advanced stages of tumorigenesis and lymph node metastasis (LNM). In contrast, circulating miR-139-3p, miR-143-5p, and miR-193a-5p were down-regulated in CRC and associated with early tumorigenesis. Except for miR-139-3p, they showed a negative correlation with LNM status. Among the candidate miRNAs, significantly elevated levels of miR-20a-5p were observed in both cellular and exosomal fractions of CAFs. Our findings indicated that miR-20a-5p induces the expression of EMT markers, partly by targeting PTEN. Exosomal miR-20a secreted by CAFs emerged as a key factor enhancing the proliferation and migration of CRC cells. The inhibition of miR-20a impaired the proliferative and migratory potential of CAF-derived exosomes in SW480 CRC cells, suggesting that the oncogenic effects of CAF-derived exosomes are mediated through the exosomal transfer of miR-20a. Furthermore, exosomes originating from CAFs induced increased nuclear translocation of the NF-kB p65 transcription factor in SW480 CRC cells, leading to increased interleukin-6 (IL-6) production. CONCLUSIONS We established a set of five circulating miRNAs as a non-invasive biomarker for CRC diagnosis. Additionally, our findings shed light on the intricate mechanisms underpinning the oncogenic impacts of CAF-derived exosomes and underscore the pivotal role of miR-20a-5p in CRC progression.
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Affiliation(s)
- Mahsa Ghofrani-Shahpar
- Department of Cellular and Molecular Biology, Faculty of Advanced Sciences and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Katayoon Pakravan
- Department of Molecular Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Ehsan Razmara
- Department of Medical Genetics, School of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Faezeh Amooie
- Research and Development Center of Biotechnology, Tarbiat Modares University, Tehran, Iran
| | - Mojdeh Mahmoudian
- Research and Development Center of Biotechnology, Tarbiat Modares University, Tehran, Iran
| | - Masoumeh Heshmati
- Department of Cellular and Molecular Biology, Faculty of Advanced Sciences and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Sadegh Babashah
- Department of Molecular Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran.
- Research and Development Center of Biotechnology, Tarbiat Modares University, Tehran, Iran.
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Khan A, Thompson H, Hsu M, Widmar M, Wei IH, Pappou E, Smith JJ, Nash GM, Paty PB, Garcia-Aguilar J, Shia J, Gonen M, Weiser MR. Validation of a Clinical Calculator Predicting Freedom From Colon Cancer Recurrence After Surgery on the Basis of Molecular and Clinical Variables. Dis Colon Rectum 2024; 67:240-245. [PMID: 37815326 PMCID: PMC10843082 DOI: 10.1097/dcr.0000000000002896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/11/2023]
Abstract
BACKGROUND The Memorial Sloan Kettering clinical calculator for estimating the likelihood of freedom from colon cancer recurrence on the basis of clinical and molecular variables was developed at a time when testing for microsatellite instability was performed selectively, based on patient age, family history, and histologic features. Microsatellite stability was assumed if no testing was done. OBJECTIVE This study aimed to validate the calculator in a cohort of patients who had all been tested for microsatellite instability. DESIGN Retrospective cohort analysis. SETTINGS Comprehensive cancer center. PATIENTS This study included consecutive patients who underwent curative resection for stage I, II, or III colon cancer between 2017 and 2019. INTERVENTION Universal testing of mircrosatellite phenotype in all cases. MAIN OUTCOME MEASURES The calculator's predictive accuracy was assessed using the concordance index and a calibration plot of predicted versus actual freedom from recurrence at 3 years after surgery. For a secondary sensitivity analysis, the presence of a tumor deposit(s) (disease category N1c) was considered equivalent to one positive lymph node (category N1a). RESULTS With a median follow-up of 32 months among survivors, the concordance index for the 745 patients in the cohort was 0.748 (95% CI, 0.693-0.801), and a plot of predicted versus observed recurrences approached the 45° diagonal, indicating good discrimination and calibration. In the secondary sensitivity analysis for tumor deposits, the concordance index was 0.755 (95% CI, 0.700-0.806). LIMITATIONS This study was limited by its retrospective, single-institution design. CONCLUSIONS These results, based on inclusion of actual rather than imputed microsatellite stability status and presence of tumor deposits, confirm the predictive accuracy and reliability of the calculator. See Video Abstract . VALIDACIN DE UNA CALCULADORA CLNICA QUE PREDICE LA AUSENCIA DE RECURRENCIA POSTQUIRURGICA DEL CNCER DE COLON SOBRE LA BASE DE VARIABLES MOLECULARES Y CLNICAS ANTECEDENTES:La calculadora clínica del Memorial Sloan Kettering para la estimación de la probabilidad de ausencia de recurrencia del cáncer de colon sobre la base de variables clínicas y moleculares, se desarrolló en un momento en que las pruebas para la inestabilidad de microsatélites se realizaban de forma selectiva, basadas en la edad del paciente, los antecedentes familiares y las características histológicas. Se asumía la estabilidad micro satelital si no se realizaba ninguna prueba.OBJETIVO:El objetivo de este estudio fue validar la calculadora en una cohorte de pacientes a los que se les había realizado la prueba de inestabilidad de microsatélites.DISEÑO:Análisis de cohorte retrospectivo.AJUSTE:Centro integral de cáncer.PACIENTES:Pacientes consecutivos con cáncer de colon que fueron sometidos a resección curativa por cáncer de colon en estadios I, II o III entre los años 2017 y 2019.PRINCIPALES MEDIDAS DE RESULTADO:La precisión predictiva de la calculadora fue evaluada mediante el índice de concordancia y un gráfico de calibración de la ausencia de recurrencia predecida versus la real a los 3 años tras la cirugía. A los efectos de un análisis secundario de sensibilidad, la presencia de depósito(s) tumoral(es) (categoría de enfermedad N1c) se consideró equivalente a un ganglio linfático positivo (categoría N1a).RESULTADOS:Con una mediana de seguimiento de 32 meses entre los supervivientes, el índice de concordancia para los 745 pacientes de la cohorte fue de 0,748 (intervalo de confianza del 95 %, 0,693 a 0,801), y una gráfica de recurrencias previstas versus observadas se acercó a la diagonal de 45°, indicando una buena discriminación y calibración. En el análisis secundario de sensibilidad para depósitos tumorales, el índice de concordancia fue de 0,755 (intervalo de confianza del 95 %, 0,700 a 0,806).LIMITACIONES:Diseño retrospectivo, institución única.CONCLUSIONES:Estos resultados, basados en la inclusión real del estado de estabilidad de microsatélites en lugar de imputado y la presencia de depósitos tumorales, confirman la precisión predictiva y la confiabilidad de la calculadora. (Traducción-Dr Osvaldo Gauto ).
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Affiliation(s)
- Asama Khan
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York
| | - Hannah Thompson
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York
| | - Meier Hsu
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York
| | - Maria Widmar
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York
| | - Iris H. Wei
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York
| | - Emmanouil Pappou
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York
| | - J. Joshua Smith
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York
| | - Garrett M. Nash
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York
| | - Philip B. Paty
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York
| | | | - Jinru Shia
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York
| | - Mithat Gonen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York
| | - Martin R. Weiser
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York
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Daibo S, Watanabe J, Suwa H, Sato S, Suwa Y, Ozawa M, Ishibe A, Endo I. Short-term and Mid-term Outcomes of Indocyanine Green Fluorescence Imaging-Guided Laparoscopic Right-Sided Colectomy: A Propensity Score-Matched Cohort Study. Dis Colon Rectum 2024; 67:82-89. [PMID: 37486907 DOI: 10.1097/dcr.0000000000002886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/26/2023]
Abstract
BACKGROUND With the use of indocyanine green fluorescence imaging, intraoperative lymphatic flow assessment is possible. However, no report has indicated mid-term outcomes of indocyanine green fluorescence imaging-guided laparoscopic right-sided colectomy. OBJECTIVE To analyze the mid-term outcomes of indocyanine green fluorescence imaging-guided laparoscopic right-sided colectomy. DESIGN This was a retrospective, multi-institutional study that used propensity score matching. SETTINGS We conducted this study within the framework of the Yokohama Clinical Oncology Group in Japan. PATIENTS A total of 921 patients who underwent laparoscopic right-sided colectomy with lymph node dissection for colon cancer with clinical stages I to III between January 2009 and December 2020 were included. The patients were divided into 2 groups: 233 patients who underwent the lymphatic flow evaluation (indocyanine green group) and 688 patients who did not undergo lymphatic flow evaluation (non-indocyanine green group). MAIN OUTCOMES MEASURES The 3-year relapse-free survival after laparoscopic right-sided colectomy with and without indocyanine green fluorescence imaging were compared. RESULTS After propensity score matching, 231 patients were matched in each group. The numbers of dissected central lymph nodes (6 vs 4, p < 0.001), intermediate lymph nodes (7 vs 6, p = 0.03), and the total number of dissected lymph nodes (31 vs 27, p = 0.047) were significantly higher in the indocyanine green group. The median follow-up was 36.9 months. The estimated respective 3-year relapse-free survival and overall survival rates were 88.8% and 94.5% in the indocyanine green group and 89.4% and 94.7% in the non-indocyanine green group ( p = 0.721 and 0.300), respectively, with no difference between the 2 groups. LIMITATIONS Retrospective design of the study. CONCLUSIONS Indocyanine green fluorescence imaging-guided laparoscopic right-sided colectomy could increase the number of total, intermediate, and central lymph nodes. However, there was no difference in mid-term outcomes. See Video Abstract. RESULTADOS A CORTO Y MEDIO PLAZO DE LA COLECTOMA LAPAROSCPICA DEL LADO DERECHO GUIADA POR IMGENES DE FLUORESCENCIA CON VERDE DE INDOCIANINA UN ESTUDIO DE COHORTE EMPAREJADO POR PUNTAJE DE PROPENSIN ANTECEDENTES:Con el uso de imágenes de fluorescencia verde de indocianina, es posible la evaluación del flujo linfático intraoperatorio. Sin embargo, no hay ningún reporte que indique los resultados a medio plazo de la colectomía laparoscópica del lado derecho guiada por imágenes de fluorescencia con verde de indocianina.OBJETIVO:Examinar los resultados a mediano plazo de la colectomía laparoscópica del lado derecho guiada por imágenes de fluorescencia con verde de indocianina.DISEÑO:Estudio multiinstitucional retrospectivo con emparejamiento de puntuación de propensión.CONFIGURACIÓN:Realizado en el marco del Grupo de Oncología Clínica de Yokohama en Japón.PACIENTES:Un total de 921 pacientes sometidos a colectomía laparoscópica del lado derecho con disección de ganglios linfáticos por cáncer de colon con estadio clínico I a III entre enero de 2009 y diciembre de 2020. Los pacientes se dividieron en dos grupos: 233 pacientes sometidos a la evaluación del flujo linfático (grupo con verde de indocianina) y 688 pacientes que no sometidos a la evaluación del flujo linfático (grupo sin verde de indocianina).PRINCIPALES MEDIDAS DE RESULTADOS:Se comparó la supervivencia libre de recaídas a los 3 años después de la colectomía laparoscópica del lado derecho con y sin imágenes de fluorescencia con verde de indocianina.RESULTADOS:Después de emparejar el puntaje de propensión, 231 pacientes fueron emparejados en cada grupo. El número de ganglios linfáticos centrales disecados (6 frente a 4, p < 0,001) y de ganglios linfáticos intermedios (7 frente a 6, p = 0,03) y el número total de ganglios linfáticos disecados (31 frente a 27, p = 0,047) fueron significativamente mayor en el grupo verde de indocianina. La mediana de seguimiento fue de 36,9 meses. Las tasas respectivas estimadas de supervivencia libre de recaídas y supervivencia general a los 3 años fueron del 88,8 % y el 94,5 % en el grupo con verde de indocianina y del 89,4 % y el 94,7 % en el grupo sin verde de indocianina ( p = 0,721 y 0,300), sin diferencias entre los dos grupos.LIMITACIONES:Estudio de diseño retrospectivo.CONCLUSIONES:La colectomía laparoscópica del lado derecho guiada por imágenes de fluorescencia con verde de indocianina puede aumentar el número de ganglios linfáticos totales, intermedios y centrales. Sin embargo, no hubo diferencias en los resultados a medio plazo. (Traducción-Dr. Fidel Ruiz Healy ).
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Affiliation(s)
- Susumu Daibo
- Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Jun Watanabe
- Department of Surgery, Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Hirokazu Suwa
- Department of Surgery, Yokosuka Kyosai Hospital, Yokosuka, Japan
| | - Seiya Sato
- Department of Surgery, Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Yusuke Suwa
- Department of Surgery, Gastroenterological Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Mayumi Ozawa
- Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Atsushi Ishibe
- Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Itaru Endo
- Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama, Japan
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Numata M, Watanabe J, Ishibe A, Ozawa M, Suwa Y, Kazama K, Nakagawa K, Atsumi Y, Rino Y, Saito A, Kunisaki C, Endo I. Surgical outcomes of a prospective, phase 2 trial of robotic surgery for resectable right-sided colon cancer (the ROBOCOLO trial). Ann Gastroenterol Surg 2024; 8:80-87. [PMID: 38250687 PMCID: PMC10797943 DOI: 10.1002/ags3.12718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 06/11/2023] [Accepted: 07/04/2023] [Indexed: 01/23/2024] Open
Abstract
Aim We evaluated the safety of robotic surgery for right-sided colon cancer in Japan. Methods This was a prospective, open-label, single-arm phase II trial conducted at two institutions. Patients ≥20 years old with stage I-III right-sided colon cancer and scheduled for radical resection with ≥D2 lymph node dissection were eligible. The criterion for surgeons was experience performing robot-assisted rectal resection in ≥40 cases. The primary endpoint was the postoperative complication rate ≤30 days after surgery. Results From August 2021 to February 2023, 42 patients were enrolled; three were excluded, with 39 analyzed as the full analysis set. The median age was 72 years, and the median body mass index was 23.2. The tumor was located in the cecum in 13 cases (33.3%), ascending colon in 20 cases (51.3%), and transverse colon in six cases (15.4%). Ileocolic resection was performed in 17 cases (43.5%) and right hemicolectomy in 22 cases (56.5%), both with D3 lymph node dissection. The median console time was 109 min, and the operative time was 170 min. The mean blood loss was 7.7 mL. Intracorporeal anastomosis was performed in 28 patients (71.8%). There were no conversions and no intraoperative adverse events. The median postoperative stay was 5 days. Postoperative complications occurred in four patients (10.2%; paralytic ileus [n = 3] and pneumonia [n = 1]). All postoperative complications were grade 1 or 2, with no mortalities noted. R0 resection was achieved in all patients. Conclusions This study demonstrated the safety and feasibility of robotic surgery for right-sided colon cancer.
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Affiliation(s)
- Masakatsu Numata
- Department of Surgery, Gastroenterological CenterYokohama City University Medical CenterYokohamaJapan
| | - Jun Watanabe
- Department of Surgery, Gastroenterological CenterYokohama City University Medical CenterYokohamaJapan
| | - Atsushi Ishibe
- Department of Gastroenterological SurgeryYokohama City University Graduate School of MedicineYokohamaJapan
| | - Mayumi Ozawa
- Department of Gastroenterological SurgeryYokohama City University Graduate School of MedicineYokohamaJapan
| | - Yusuke Suwa
- Department of Surgery, Gastroenterological CenterYokohama City University Medical CenterYokohamaJapan
| | - Keisuke Kazama
- Department of SurgeryYokohama City UniversityYokohamaJapan
| | - Kazuya Nakagawa
- Department of Gastroenterological SurgeryYokohama City University Graduate School of MedicineYokohamaJapan
| | - Yosuke Atsumi
- Department of Surgery, Gastroenterological CenterYokohama City University Medical CenterYokohamaJapan
| | - Yasushi Rino
- Department of SurgeryYokohama City UniversityYokohamaJapan
| | - Aya Saito
- Department of SurgeryYokohama City UniversityYokohamaJapan
| | - Chikara Kunisaki
- Department of Surgery, Gastroenterological CenterYokohama City University Medical CenterYokohamaJapan
| | - Itaru Endo
- Department of Gastroenterological SurgeryYokohama City University Graduate School of MedicineYokohamaJapan
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Pennings AJ, van der Velden BA, Kloft M, Kooreman LFS, Kleijnen JMP, Breukink SO, Beets GL, Grabsch HI, Melenhorst J. The Role of Nonmetastatic Lymph Nodes in the Survival of Colorectal Cancer: A Systematic Review. ANNALS OF SURGERY OPEN 2023; 4:e336. [PMID: 38144501 PMCID: PMC10735087 DOI: 10.1097/as9.0000000000000336] [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: 05/02/2023] [Accepted: 08/11/2023] [Indexed: 12/26/2023] Open
Abstract
Objective In this review, we aim to provide an overview of literature on lymph node (LN) histomorphological features and their relationship with the prognosis in colorectal cancer (CRC). Background Lymph nodes play a crucial role in the treatment and prognosis of CRC. The presence of LN metastases considerably worsens the prognosis in CRC patients. Literature has shown that the total number of LNs and the number negative LNs (LNnegs) has prognostic value in CRC patients. In esophageal carcinoma, LN size seems to be surrogate of the host antitumor response and a potentially clinically useful new prognostic biomarker for (y)pN0 esophageal carcinoma. Methods A comprehensive search was performed in Pubmed, Embase, Medline, CINAHL, and the Cochrane library in March 2021. The PRISMA guidelines were followed. Only studies focusing on histomorphological features and LN size and their relation to overall survival were selected. Results A total of 9 unique articles met all inclusion criteria and were therefore included in this systematic review. Six of these studies investigated HMF (eg, paracortical hyperplasia, germinal center predominance, and sinus histiocytosis) and 4 studies LNneg size and their relationship with overall survival. The presence of paracortical hyperplasia and an increased number of large LNnegs is related to a more favorable prognosis in CRC. Conclusion The results of this systematic review seem to support the hypothesis that there is a relationship between the host antitumor response reflected in different histomorphological reaction patterns visible in LNnegs and LNneg size related to survival in CRC patients.
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Affiliation(s)
- Alexander J. Pennings
- From the Department of Surgery, Maastricht University Medical Center, Maastricht, the Netherlands
- GROW School for Oncology and Reproduction, Maastricht University, Maastricht, the Netherlands
| | - Brecht A. van der Velden
- NUTRIM, School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, the Netherlands
| | - Maximilian Kloft
- Department of Pathology, Maastricht University Medical Center, Maastricht, the Netherlands
- Department of Internal Medicine IV, Justus-Liebig-University, University Hospital Giessen and Marburg, Giessen, Germany
| | - Loes F. S. Kooreman
- GROW School for Oncology and Reproduction, Maastricht University, Maastricht, the Netherlands
- Department of Pathology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Jos M. P. Kleijnen
- Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | - Stephanie O. Breukink
- From the Department of Surgery, Maastricht University Medical Center, Maastricht, the Netherlands
- GROW School for Oncology and Reproduction, Maastricht University, Maastricht, the Netherlands
- NUTRIM, School for Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, the Netherlands
| | - Geerard L. Beets
- GROW School for Oncology and Reproduction, Maastricht University, Maastricht, the Netherlands
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Heike I. Grabsch
- GROW School for Oncology and Reproduction, Maastricht University, Maastricht, the Netherlands
- Department of Pathology, Maastricht University Medical Center, Maastricht, the Netherlands
- Pathology & Data Analytics, Leeds Institute of Research at St James’s, University of Leeds, Leeds, United Kingdom
| | - Jarno Melenhorst
- From the Department of Surgery, Maastricht University Medical Center, Maastricht, the Netherlands
- GROW School for Oncology and Reproduction, Maastricht University, Maastricht, the Netherlands
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Yu Q, Zhang Y, Tian Y, Peng A, Cui X, Ding B, Yang L, Liu Y, Ju Y, Gao C. Exosomal Circ_FMN2 Derived from the Serum of Colorectal Cancer Patients Promotes Cancer Progression by miR-338-3p/MSI1 Axis. Appl Biochem Biotechnol 2023; 195:7322-7337. [PMID: 36995659 DOI: 10.1007/s12010-023-04456-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/15/2023] [Indexed: 03/31/2023]
Abstract
BACKGROUND Colorectal cancer (CRC) is a common malignancy of the gastrointestinal tract with high incidence and mortality. Exosomal circular RNA (circRNA) has been shown to be associated with the malignant progression of cancers, including CRC. Circ_0005100 (named as circ_FMN2) has been shown to promote CRC cell proliferation and migration. However, whether exosomal circ_FMN2 participated in CRC progression remains unclear. METHODS Exosomes were isolated from the serum of CRC patients and then identified using transmission electron microscope. Western blot assay was used to test the protein levels of exosome markers, proliferation-related marker, metastasis-related markers and musashi-1 (MSI1). The expression levels of circ_FMN2, microRNA (miR)-338-3p and MSI1 were detected by qPCR. Flow cytometry, colony formation assay, MTT assay, and transwell assay were employed to measure cell cycle, apoptosis, colony formation ability, viability, migration and invasion. Dual-luciferase reporter assay was performed to assess the interaction between miR-338-3p and circ_FMN2 or MSI1. BALB/c nude mice was used to conduct animal experiments. RESULTS Circ_FMN2 was overexpressed in the exosomes of CRC patient's serums and CRC cells. Overexpressed exosomal circ_FMN2 could promote CRC cell proliferation, metastasis, and suppress apoptosis. Circ_FMN2 acted as miR-338-3p sponge. MiR-338-3p overexpression reversed the promotion effect of circ_FMN2 on CRC progression. MSI1 was found to be a target of miR-338-3p, and its overexpression revoked the inhibitory effect of miR-338-3p on CRC progression. Furthermore, exosomal circ_FMN2 overexpression also could facilitate CRC tumor growth in vivo. CONCLUSION Exosomal circ_FMN2 accelerated CRC progression through miR-338-3p/MSI1 axis, revealing that exosomal circ_FMN2 might be a target for CRC treatment.
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Affiliation(s)
- Qiyao Yu
- Department of Research, The Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Yi Zhang
- Department of Physiology, Hebei Medical University, Shijiazhuang, 050011, Hebei Province, China
| | - Yanming Tian
- Department of Physiology, Hebei Medical University, Shijiazhuang, 050011, Hebei Province, China
| | - Ale Peng
- Department of Radiation Oncology, The Fourth Hospital of Hebei Medical University, No. 12, Jian Kang Road, Shijiazhuang, 050011, Hebei Province, China
| | - Xiujing Cui
- Department of Radiation Oncology, The Fourth Hospital of Hebei Medical University, No. 12, Jian Kang Road, Shijiazhuang, 050011, Hebei Province, China
| | - Boyue Ding
- Department of Radiation Oncology, The Fourth Hospital of Hebei Medical University, No. 12, Jian Kang Road, Shijiazhuang, 050011, Hebei Province, China
| | - Lei Yang
- Department of Radiation Oncology, The Fourth Hospital of Hebei Medical University, No. 12, Jian Kang Road, Shijiazhuang, 050011, Hebei Province, China
| | - Yabin Liu
- Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Yingchao Ju
- Department of experimental animal center, The Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Chao Gao
- Department of Radiation Oncology, The Fourth Hospital of Hebei Medical University, No. 12, Jian Kang Road, Shijiazhuang, 050011, Hebei Province, China.
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Li W, Zou C. NXNL2 Promotes Colon Cancer Proliferation and Metastasis by Regulating AKT Pathway. Appl Biochem Biotechnol 2023; 195:7685-7696. [PMID: 37084033 DOI: 10.1007/s12010-023-04513-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/11/2023] [Indexed: 04/22/2023]
Abstract
This study aimed to explore the role of nucleoredoxin-like 2 (NXNL2) in colon cancer (CC). The GEPIA and UALCAN databases were analyzed to explore genes involved in the prognosis of CC patients. DLD1 cells were treated with the DNA methylation inhibitor 5-azacitidine to validate the above findings. The methyltransferase DNMT (DNA methylation) was further knocked down by shRNA, then the expression of NXNL2 was assessed by qPCR. The role of NXNL2 on cell proliferation and metastasis was examined using corresponding assays. NXNL2 was found to exhibit the greatest impact on the prognosis of CC patients. High NXNL2 correlated with poor survival outcomes of CC. The expression of NXNL2 was regulated by DNA methylation. NXNL2 promoted CC cell proliferation and metastasis. Also, NXNL2 promoted the AKT pathway activity. In conclusion, NXNL2 could affect the cancer cell proliferation and metastasis, and has a poor survival prognosis in CC.
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Affiliation(s)
- Wenqin Li
- Department of Gastroenterology, the Second Clinical Medical college, Yangtze University, No. 60 Jingzhong Road, Jingzhou, 434020, Hubei, China
| | - Chuanxin Zou
- Department of Gastroenterology, the Second Clinical Medical college, Yangtze University, No. 60 Jingzhong Road, Jingzhou, 434020, Hubei, China.
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Feng F, Liu Y, Bao J, Hong R, Hu S, Hu C. Multiregional-based magnetic resonance imaging radiomics model for predicting tumor deposits in resectable rectal cancer. Abdom Radiol (NY) 2023; 48:3310-3321. [PMID: 37578553 DOI: 10.1007/s00261-023-04013-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Revised: 07/05/2023] [Accepted: 07/19/2023] [Indexed: 08/15/2023]
Abstract
PURPOSE To establish and validate an integrated model incorporating multiregional magnetic resonance imaging (MRI) radiomics features and clinical factors to predict tumor deposits (TDs) preoperatively in resectable rectal cancer (RC). METHODS This study retrospectively included 148 resectable RC patients [TDs+ (n = 45); TDs- (n = 103)] from August 2016 to August 2022, who were divided randomly into a testing cohort (n = 45) and a training cohort (n = 103). Radiomics features were extracted from the volume of interest on T2-weighted images (T2WI) and diffusion-weighted images (DWI) from pretreatment MRI. Model construction was performed after feature selection. Finally, five classification models were developed by support vector machine (SVM) algorithm to predict TDs in resectable RC using the selected clinical factor, single-regional radiomics features (extracted from primary tumor), and multiregional radiomics features (extracted from the primary tumor and mesorectal fat). Receiver-operating characteristic (ROC) curve analysis was employed to assess the discrimination performance of the five models. The AUCs of five models were compared by DeLon's test. RESULTS The training and testing cohorts included 31 (30.1%) and 14 (31.1%) patients with TDs, respectively. The AUCs of multiregional radiomics, single-regional radiomics, and the clinical models for predicting TDs were 0.839, 0.765, and 0.793, respectively. An integrated model incorporating multiregional radiomics features and clinical factors showed good predictive performance for predicting TDs in resectable RC (AUC, 0.931; 95% CI, 0.841-0.988), which demonstrated superiority over clinical model (P = 0.016), the single-regional radiomics model (P = 0.042), and the multiregional radiomics model (P = 0.025). CONCLUSION An integrated model combining multiregional MRI radiomic features and clinical factors can improve prediction performance for TDs and guide clinicians in implementing treatment plans individually for resectable RC patients.
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Affiliation(s)
- Feiwen Feng
- Department of Radiology, The First Affiliated Hospital of Soochow University, No. 188 Shizi Street, Suzhou, 215006, Jiangsu Province, China
| | - Yuanqing Liu
- Department of Radiology, The First Affiliated Hospital of Soochow University, No. 188 Shizi Street, Suzhou, 215006, Jiangsu Province, China
| | - Jiayi Bao
- Department of Radiology, The First Affiliated Hospital of Soochow University, No. 188 Shizi Street, Suzhou, 215006, Jiangsu Province, China
| | - Rong Hong
- Department of Radiology, The First Affiliated Hospital of Soochow University, No. 188 Shizi Street, Suzhou, 215006, Jiangsu Province, China
| | - Su Hu
- Department of Radiology, The First Affiliated Hospital of Soochow University, No. 188 Shizi Street, Suzhou, 215006, Jiangsu Province, China.
- Institute of Medical Imaging, Soochow University, No. 188 Shizi Street, Suzhou, 215006, Jiangsu Province, China.
| | - Chunhong Hu
- Department of Radiology, The First Affiliated Hospital of Soochow University, No. 188 Shizi Street, Suzhou, 215006, Jiangsu Province, China.
- Institute of Medical Imaging, Soochow University, No. 188 Shizi Street, Suzhou, 215006, Jiangsu Province, China.
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Koimtzis G, Geropoulos G, Stefanopoulos L, Chalklin CG, Karniadakis I, Alexandrou V, Tteralli N, Carrington-Windo E, Papacharalampous A, Psarras K. The Role of Carbon Nanoparticles as Lymph Node Tracers in Colorectal Cancer: A Systematic Review and Meta-Analysis. Int J Mol Sci 2023; 24:15293. [PMID: 37894972 PMCID: PMC10607187 DOI: 10.3390/ijms242015293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 09/15/2023] [Accepted: 09/21/2023] [Indexed: 10/29/2023] Open
Abstract
Colorectal malignancies are the third-most common malignancies worldwide, with a rising incidence. Surgery remains the treatment of choice and adequate lymph node dissection is required for accurate staging. The objective of this study is to assess the use of carbon nanoparticles in lymph node tracing and resection in cases of colorectal cancer. For that purpose, we conducted a systematic review and meta-analysis of studies included in Medline, Scopus, Embase, Cochrane Library, and Google Scholar databases. In the end, ten studies with a total number of 1418 patients were included in the final statistical analysis. The meta-analysis carried out showed that the use of carbon nanoparticles results in an increased number of lymph nodes harvested (WMD 6.15, 95% CI 4.14 to 8.16, p < 0.001) and a higher rate of cases with more than 12 lymph nodes harvested (OR 9.57, 95% CI 2.87 to 31.96, p = 0.0002). As a consequence, we suggest that carbon nanoparticles are used on a wider scale and that future research focuses on assessing the association between their use and overall patient survival. This study is limited by the fact that all included studies originate from China and by the fact that certain oncologic parameters and long-term outcomes have not been taken into account in the analysis.
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Affiliation(s)
- Georgios Koimtzis
- Department of General Surgery, University Hospital of Wales, Cardiff and Vale University Health Board, Cardiff CF14 4XW, UK;
| | - Georgios Geropoulos
- Western General Hospital, NHS Lothian, Crewe Road South, Edinburgh EH4 2XU, UK;
| | - Leandros Stefanopoulos
- Department of Electrical and Computer Engineering, Northwestern University, 633 Clark St, Evanston, IL 60208, USA;
| | - Christopher Gwydion Chalklin
- Cardiff Transplant Unit, University Hospital of Wales, Cardiff and Vale University Health Board, Cardiff CF14 4XW, UK; (C.G.C.); (I.K.)
| | - Ioannis Karniadakis
- Cardiff Transplant Unit, University Hospital of Wales, Cardiff and Vale University Health Board, Cardiff CF14 4XW, UK; (C.G.C.); (I.K.)
| | - Vyron Alexandrou
- Urology Department, General Hospital of Thessaloniki “G. Gennimata-Agios Dimitrios”, Elenis Zografou 2, 54634 Thessaloniki, Greece;
| | - Nikos Tteralli
- Department of General Surgery, North Hampshire NHS Foundation Trust, Basingstoke RG24 9NA, UK;
| | - Eliot Carrington-Windo
- Department of General Surgery, Grange University Hospital, Caerleon Road, Llanfrechfa, Cwmbran NP44 8YN, UK;
| | | | - Kyriakos Psarras
- Second Surgical Propedeutic Department, School of Medicine, Ippokrateio General Hospital, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642 Thessaloniki, Greece
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Sueda T, Tei M, Yasuyama A, Nomura M, Yoshikawa Y, Miyagaki H, Tsujie M, Akamaru Y. Impact of regional lymph node metastasis on pulmonary metastasis as the first recurrence site. Updates Surg 2023; 75:1843-1855. [PMID: 37615847 DOI: 10.1007/s13304-023-01633-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 08/16/2023] [Indexed: 08/25/2023]
Abstract
Little is known about the impact of regional lymph node metastasis (LNM) on the first recurrence sites following curative colorectal cancer (CRC) surgery. The present study aimed to clarify the relationship between regional LNM stratified by N status and the first recurrence pattern in patients with stage I-III CRC. We performed a retrospective analysis of 1181 consecutive patients with stage I-III CRC who underwent curative surgery between 2010 and 2018. The total sample size included 1181 patients who underwent elective stage I-III CRC surgery. Median follow-up time was 60 months, and median time to recurrence was 12 months. Overall, the numbers of liver recurrence and pulmonary recurrence were 94 (7.9%) and 70 (5.9%), respectively. Higher N status was significantly associated with increased risk of pulmonary recurrence (N0 vs. N1a, p = 0.02; N0 vs. N1b, p < 0.01; N0 vs. N2a, p < 0.01; N0 vs. N2b, p < 0.01) and worse pulmonary recurrence-free survival, but not other recurrences. In Non-LNM patients, on the other hand, advanced T status was associated with increased risk of pulmonary recurrence. The regional LNM was strongly associated with pulmonary metastasis as the first recurrence site following stage I-III CRC resection.
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Affiliation(s)
- Toshinori Sueda
- Department of Gastroenterological Surgery, Osaka Rosai Hospital, 1179-3 Nagasone-Kitaku, Sakai, Osaka, 591-8025, Japan.
| | - Mitsuyoshi Tei
- Department of Gastroenterological Surgery, Osaka Rosai Hospital, 1179-3 Nagasone-Kitaku, Sakai, Osaka, 591-8025, Japan
| | - Akinobu Yasuyama
- Department of Gastroenterological Surgery, Osaka Rosai Hospital, 1179-3 Nagasone-Kitaku, Sakai, Osaka, 591-8025, Japan
| | - Masatoshi Nomura
- Department of Gastroenterological Surgery, Osaka Rosai Hospital, 1179-3 Nagasone-Kitaku, Sakai, Osaka, 591-8025, Japan
| | - Yukihiro Yoshikawa
- Department of Gastroenterological Surgery, Osaka Rosai Hospital, 1179-3 Nagasone-Kitaku, Sakai, Osaka, 591-8025, Japan
| | - Hiromichi Miyagaki
- Department of Gastroenterological Surgery, Osaka Rosai Hospital, 1179-3 Nagasone-Kitaku, Sakai, Osaka, 591-8025, Japan
| | - Masanori Tsujie
- Department of Gastroenterological Surgery, Osaka Rosai Hospital, 1179-3 Nagasone-Kitaku, Sakai, Osaka, 591-8025, Japan
| | - Yusuke Akamaru
- Department of Gastroenterological Surgery, Osaka Rosai Hospital, 1179-3 Nagasone-Kitaku, Sakai, Osaka, 591-8025, Japan
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Yu DM, Wu CX, Sun JY, Xue H, Yuwen Z, Feng JX. Prediction model of stress ulcer after laparoscopic surgery for colorectal cancer established by machine learning algorithm. World J Gastrointest Surg 2023; 15:1978-1985. [PMID: 37901722 PMCID: PMC10600766 DOI: 10.4240/wjgs.v15.i9.1978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 06/25/2023] [Accepted: 07/19/2023] [Indexed: 09/21/2023] Open
Abstract
BACKGROUND Patients with colorectal cancer (CRC) are prone to stress ulcer after laparoscopic surgery. The analysis of risk factors for stress ulcer (SU) in patients with CRC is important to reduce mortality and improve patient prognosis. AIM To identify risk factors for SU after laparoscopic surgery for CRC, and develop a nomogram model to predict the risk of SU in these patients. METHODSThe clinical data of 135 patients with CRC who underwent laparoscopic surgery between November 2021 and June 2022 were reviewed retrospectively. They were divided into two categories depending on the presence of SUs: The SU group (n = 23) and the non-SU group (n = 112). Univariate analysis and multivariate logistic regression analysis were used to screen for factors associated with postoperative SU in patients undergoing laparoscopic surgery, and a risk factor-based nomogram model was built based on these risk factors. By plotting the model's receiver operating characteristic (ROC) curve and calibration curve, a Hosmer-Lemeshow goodness of fit test was performed. RESULTS Among the 135 patients with CRC, 23 patients had postoperative SU, with an incidence of 17.04%. The SU group had higher levels of heat shock protein (HSP) 70, HSP90, and gastrin (GAS) than the non-SU group. Age, lymph node metastasis, HSP70, HSP90, and GAS levels were statistically different between the two groups, but other indicators were not statistically different. Logistic regression analysis showed that age ≥ 65 years, lymph node metastasis, and increased levels of HSP70, HSP90 and GAS were all risk factors for postoperative SU in patients with CRC (P < 0.05). According to these five risk factors, the area under the ROC curve for the nomogram model was 0.988 (95%CI: 0.971-1.0); the calibration curve demonstrated excellent agreement between predicted and actual probabilities, and the Hosmer-Lemeshow goodness of fit test revealed that the difference was not statistically significant (χ2 = 0.753, P = 0.999), suggesting that the nomogram model had good discrimination, calibration, and stability. CONCLUSION Patients with CRC aged ≥ 65 years, with lymph node metastasis and elevated HSP70, HSP90, GAS levels, are prone to post-laparoscopic surgery SU. Our nomogram model shows good predictive value.
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Affiliation(s)
- Dong-Mei Yu
- School of Nursing, Hebei University of Traditional Chinese Medicine, Shijiazhuang 050000, Hebei Province, China
| | - Chun-Xiao Wu
- Department I of Anorectal, Hebei Traditional Chinese Medicine Hospital, Shijiazhuang 050000, Hebei Province, China
| | - Jun-Yi Sun
- Department of Inspection Center, Hebei Traditional Chinese Medicine Hospital, Shijiazhuang 050000, Hebei Province, China
| | - Hui Xue
- School of Nursing, Hebei University of Traditional Chinese Medicine, Shijiazhuang 050000, Hebei Province, China
| | - Zhe Yuwen
- Department of Perivascular, Hebei Traditional Chinese Medicine Hospital, Shijiazhuang 050000, Hebei Province, China
| | - Jiang-Xue Feng
- Department I of Anorectal, Hebei Traditional Chinese Medicine Hospital, Shijiazhuang 050000, Hebei Province, China
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Yang H, Liu J, Jiang P, Li P, Zhou Y, Zhang Z, Zeng Q, Wang M, Xiao LX, Zhang X, Sun Y, Zhu S. An Analysis of the Gene Expression Associated with Lymph Node Metastasis in Colorectal Cancer. Int J Genomics 2023; 2023:9942663. [PMID: 37719786 PMCID: PMC10501847 DOI: 10.1155/2023/9942663] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 07/18/2023] [Accepted: 08/22/2023] [Indexed: 09/19/2023] Open
Abstract
Objective This study aimed to explore the genes regulating lymph node metastasis in colorectal cancer (CRC) and to clarify their relationship with tumor immune cell infiltration and patient prognoses. Methods The data sets of CRC patients were collected through the Cancer Gene Atlas database; the differentially expressed genes (DEGs) associated with CRC lymph node metastasis were screened; a protein-protein interaction (PPI) network was constructed; the top 20 hub genes were selected; the Gene Ontology functions and the Kyoto Encyclopedia of Genes and Genomes pathways were enriched and analyzed. The Least Absolute Shrinkage and Selection Operator (LASSO) regression method was employed to further screen the characteristic genes associated with CRC lymph node metastasis in 20 hub genes, exploring the correlation between the characteristic genes and immune cell infiltration, conducting a univariate COX analysis on the characteristic genes, obtaining survival-related genes, constructing a risk score formula, conducting a Kaplan-Meier analysis based on the risk score formula, and performing a multivariate COX regression analysis on the clinical factors and risk scores. Results A total of 62 DEGs associated with CRC lymph node metastasis were obtained. Among the 20 hub genes identified via PPI, only calcium-activated chloride channel regulator 1 (CLCA1) expression was down-regulated in lymph node metastasis, and the rest were up-regulated. A total of nine characteristic genes associated with CRC lymph node metastasis (KIF1A, TMEM59L, CLCA1, COL9A3, GDF5, TUBB2B, STMN2, FOXN1, and SCN5A) were screened using the LASSO regression method. The nine characteristic genes were significantly related to different kinds of immune cell infiltration, from which three survival-related genes (TMEM59L, CLCA1, and TUBB2B) were screened. A multi-factor COX regression showed that the risk scores obtained from TMEM59L, CLCA1, and TUBB2B were independent prognostic factors. Immunohistochemical validation was performed in tissue samples from patients with rectal and colon cancer. Conclusion TMEM59L, CLCA1, and TUBB2B were independent prognostic factors associated with lymphatic metastasis of CRC.
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Affiliation(s)
- Hongjie Yang
- Nankai University, Tianjin, China
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China
| | - Jiafei Liu
- Nankai University, Tianjin, China
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China
- Tianjin Institute of Coloproctology, Tianjin, China
- The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China
| | - Peishi Jiang
- Nankai University, Tianjin, China
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China
- Tianjin Institute of Coloproctology, Tianjin, China
- The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China
| | - Peng Li
- Nankai University, Tianjin, China
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China
- Tianjin Institute of Coloproctology, Tianjin, China
- The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China
| | - Yuanda Zhou
- Nankai University, Tianjin, China
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China
- Tianjin Institute of Coloproctology, Tianjin, China
- The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China
| | - Zhichun Zhang
- Nankai University, Tianjin, China
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China
- Tianjin Institute of Coloproctology, Tianjin, China
- The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China
| | - Qingsheng Zeng
- Nankai University, Tianjin, China
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China
- Tianjin Institute of Coloproctology, Tianjin, China
- The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China
| | - Min Wang
- Key Laboratory of Molecular Microbiology and Technology, Ministry of Education, TEDA Institute of Biological Sciences and Biotechnology, Nankai University, Tianjin, China
| | - Luciena Xiao Xiao
- Department of Mathematics and Statistics, University of Helsinki, Helsinki, Finland
| | - Xipeng Zhang
- Nankai University, Tianjin, China
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China
- Tianjin Institute of Coloproctology, Tianjin, China
- The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China
| | - Yi Sun
- Nankai University, Tianjin, China
- Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China
- Tianjin Institute of Coloproctology, Tianjin, China
- The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China
| | - Siwei Zhu
- Nankai University, Tianjin, China
- The Institute of Translational Medicine, Tianjin Union Medical Center of Nankai University, Tianjin, China
- Department of Oncology, Tianjin Union Medical Center, Tianjin, China
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Peng W, Qiao H, Mo L, Guo Y. Progress in the diagnosis of lymph node metastasis in rectal cancer: a review. Front Oncol 2023; 13:1167289. [PMID: 37519802 PMCID: PMC10374255 DOI: 10.3389/fonc.2023.1167289] [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: 03/15/2023] [Accepted: 06/28/2023] [Indexed: 08/01/2023] Open
Abstract
Historically, the chief focus of lymph node metastasis research has been molecular and clinical studies of a few essential pathways and genes. Recent years have seen a rapid accumulation of massive omics and imaging data catalyzed by the rapid development of advanced technologies. This rapid increase in data has driven improvements in the accuracy of diagnosis of lymph node metastasis, and its analysis further demands new methods and the opportunity to provide novel insights for basic research. In fact, the combination of omics data, imaging data, clinical medicine, and diagnostic methods has led to notable advances in our basic understanding and transformation of lymph node metastases in rectal cancer. Higher levels of integration will require a concerted effort among data scientists and clinicians. Herein, we review the current state and future challenges to advance the diagnosis of lymph node metastases in rectal cancer.
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Affiliation(s)
- Wei Peng
- Medical Big Data and Bioinformatics Research Centre, First Affiliated Hospital of Gannan Medical University, Ganzhou, Jiangxi, China
- School of Public Health and Health Management, Gannan Medical University, Ganzhou, Jiangxi, China
| | - Huimin Qiao
- Medical Big Data and Bioinformatics Research Centre, First Affiliated Hospital of Gannan Medical University, Ganzhou, Jiangxi, China
- School of Public Health and Health Management, Gannan Medical University, Ganzhou, Jiangxi, China
| | - Linfeng Mo
- School of Health and Medicine, Guangzhou Huashang Vocational College, Guangzhou, Guangdong, China
| | - You Guo
- Medical Big Data and Bioinformatics Research Centre, First Affiliated Hospital of Gannan Medical University, Ganzhou, Jiangxi, China
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Christodoulou S, Katsaraki K, Vassiliu P, Danias N, Michalopoulos N, Tzikos G, Sideris DC, Arkadopoulos N. High Intratumoral i-tRF-Gly GCC Expression Predicts Short-Term Relapse and Poor Overall Survival of Colorectal Cancer Patients, Independent of the TNM Stage. Biomedicines 2023; 11:1945. [PMID: 37509584 PMCID: PMC10377136 DOI: 10.3390/biomedicines11071945] [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: 05/22/2023] [Revised: 06/22/2023] [Accepted: 07/07/2023] [Indexed: 07/30/2023] Open
Abstract
Colorectal cancer (CRC), one of the most prevalent types of cancer, requires the discovery of new tumor biomarkers for accurate patient prognosis. In this work, the prognostic value of the tRNA fragment i-tRF-GlyGCC in CRC was examined. Total RNA extraction from 211 CRC patient cancer tissue specimens and 83 adjacent normal tissues was conducted. Each RNA extract was subjected to in vitro polyadenylation and reverse transcription. A real-time quantitative PCR assay was used to quantify i-tRF-GlyGCC in all samples. Extensive biostatics analysis showed that i-tRF-GlyGCC levels in CRC tissues were significantly lower than in matched normal colorectal tissues. Additionally, the disease-free survival (DFS) and overall survival (OS) time intervals were considerably shorter in CRC patients with high i-tRF-GlyGCC expression. i-tRF-GlyGCC expression maintained its prognostic value independently of other established prognostic factors, as shown by the multivariate Cox regression analysis. Additionally, survival analysis after TNM stage stratification revealed that higher i-tRF-GlyGCC levels were linked to shorter DFS time intervals in patients with TNM stage II tumors, as well as an increased probability of having a worse OS for patients in TNM stage II. In conclusion, i-tRF-GlyGCC has the potential to be a useful molecular tissue biomarker in CRC, independent of other clinicopathological variables.
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Affiliation(s)
- Spyridon Christodoulou
- Fourth Department of Surgery, University General Hospital "Attikon", National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Katerina Katsaraki
- Department of Biochemistry and Molecular Biology, Faculty of Biology, National and Kapodistrian University of Athens, 15701 Athens, Greece
| | - Panteleimon Vassiliu
- Fourth Department of Surgery, University General Hospital "Attikon", National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Nikolaos Danias
- Fourth Department of Surgery, University General Hospital "Attikon", National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Nikolaos Michalopoulos
- Fourth Department of Surgery, University General Hospital "Attikon", National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Georgios Tzikos
- Propaedeutic Department of Surgery, University General Hospital "AHEPA", Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
| | - Diamantis C Sideris
- Department of Biochemistry and Molecular Biology, Faculty of Biology, National and Kapodistrian University of Athens, 15701 Athens, Greece
| | - Nikolaos Arkadopoulos
- Fourth Department of Surgery, University General Hospital "Attikon", National and Kapodistrian University of Athens, 12462 Athens, Greece
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Xiao Y, Mei C, Xu D, Yang F, Yang M, Bi L, Mao J, Pang P, Li D. Identification of a CEACAM5 targeted nanobody for positron emission tomography imaging and near-infrared fluorescence imaging of colorectal cancer. Eur J Nucl Med Mol Imaging 2023; 50:2305-2318. [PMID: 36914753 DOI: 10.1007/s00259-023-06183-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 02/28/2023] [Indexed: 03/16/2023]
Abstract
PURPOSE Here, we aim to identify a CEACAM5-targeted nanobody and demonstrate its application in positron emission tomography (PET) imaging and near-infrared (NIR) fluorescence imaging in colorectal cancer (CRC). METHODS Immunohistochemistry was applied to verify CEACAM5 expression in CRC and metastatic lymph nodes (mLNs). CEACAM5-targeted nanobodies were obtained by immunization of human CEACAM5 protein in a dromedary, followed by several rounds of phage screenings. Immunofluorescence staining and flow cytometry was carried out to determine the binding affinity of the nanobodies. The nanobodies were radiolabeled by coupling 18F-SFB for PET imaging of CRC subcutaneous xenografts and lymph node metastasis (LNM). IRDye800CW (IR800) were conjugated to form NIR probes for NIR imaging in CRC subcutaneous models. RESULTS CEACAM5 was overexpressed in either human CRC tissues or mLNs. A CEACAM5 targeted nanobody, Nb41 was successfully generated, with excellent in vitro binding properties. Incorporation of albumin binding domain (ABD) did not affect the affinity of Nb41. In vivo imaging showed that both 18F-FB-Nb41 and 18F-FB-Nb41-ABD showed obvious accumulation in the tumor. Due to the longer retention in the blood, 18F-FB-Nb41-ABD enrichment in tumors was significantly delayed but higher compared to 18F-FB-Nb41. Both 18F-FB-Nb41 and 18F-FB-Nb41-ABD showed prominent LNM enrichment. Similarly, the IR800-conjugated nanobodies Nb41-IR800 and Nb41-ABD-IR800 exhibited superior imaging effects in subcutaneous models, while Nb41-ABD-IR800 exhibited higher fluorescence intensity in the tumor accompanied with a remarkedly delay compared to Nb41-IR800. CONCLUSION Collectively, we presented the identification and in vivo validation of a CEACAM5-targeted nanobody and a fused nanobody with an ABD, which enabled to the non-invasive visualization of malignancy of CRC using PET imaging and NIR imaging in subcutaneous models as well as LNM models.
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Affiliation(s)
- Yitai Xiao
- Department of Nuclear Medicine, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China
- Guangdong Provincial Key Laboratory of Biomedical Imaging and Guangdong Provincial Engineering Research Center of Molecular Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China
| | - Chaoming Mei
- Department of Nuclear Medicine, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China
- Guangdong Provincial Key Laboratory of Biomedical Imaging and Guangdong Provincial Engineering Research Center of Molecular Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China
| | - Duo Xu
- Department of Nuclear Medicine, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China
- Guangdong Provincial Key Laboratory of Biomedical Imaging and Guangdong Provincial Engineering Research Center of Molecular Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China
| | - Fan Yang
- Department of Nuclear Medicine, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China
- Guangdong Provincial Key Laboratory of Biomedical Imaging and Guangdong Provincial Engineering Research Center of Molecular Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China
| | - Meilin Yang
- Department of Nuclear Medicine, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China
- Guangdong Provincial Key Laboratory of Biomedical Imaging and Guangdong Provincial Engineering Research Center of Molecular Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China
| | - Lei Bi
- Guangdong Provincial Key Laboratory of Biomedical Imaging and Guangdong Provincial Engineering Research Center of Molecular Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China
| | - Junjie Mao
- Center for Interventional Medicine, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China.
| | - Pengfei Pang
- Center for Interventional Medicine, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China.
| | - Dan Li
- Department of Nuclear Medicine, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China.
- Guangdong Provincial Key Laboratory of Biomedical Imaging and Guangdong Provincial Engineering Research Center of Molecular Imaging, The Fifth Affiliated Hospital, Sun Yat-Sen University, Guangdong Province, 519000, China.
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Huang F, Wang Z, Zhu L, Lin C, Wang JX. Comprehensive Analysis of the Expression, Prognostic Value, and Immune Infiltration Activities of GABRD in Colon Adenocarcinoma. Mediators Inflamm 2023; 2023:8709458. [PMID: 37181811 PMCID: PMC10169248 DOI: 10.1155/2023/8709458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 04/03/2023] [Accepted: 04/16/2023] [Indexed: 05/16/2023] Open
Abstract
Colon adenocarcinoma (COAD) is one of the tumors with the highest mortality rates. It is of the utmost significance to make an accurate prognostic assessment and to tailor one's treatment to the specific needs of the patient. Multiple lines of evidence point to the possibility that genetic variables and clinicopathological traits are connected to the onset and development of cancer. In the past, a number of studies have revealed that gamma-aminobutyric acid type A receptor subunit delta (GABRD) plays a role in the advancement of a number of different cancers. However, its function in COAD was rarely reported. In this study, we analyzed TCGA datasets and identified 29 survival-related differentially expressed genes (DEGs) in COAD patients. In particular, GABRD expression was noticeably elevated in COAD specimens. There was a correlation between high GABRD expression and an advanced clinical stage. According to the results of the survival tests, patients whose GABRD expression was high had a lower overall survival time and progression-free survival time than those whose GABRD expression was low. GABRD expression was found to be an independent predictive predictor for overall survival, as determined by multivariate COX regression analysis. Additionally, the predictive nomogram model can accurately predict the fate of individuals with COAD. In addition, we observed that GABRD expressions were positively associated with the expression of T cells regulatory (Tregs), macrophages M0, while negatively associated with the expression of T cells CD8, T cells follicular helper, macrophages M1, dendritic cells activated, eosinophils, and T cells CD4 memory activated. The IC50 of BI-2536, bleomycin, embelin, FR-180204, GW843682X, LY317615, NSC-207895, rTRAIL, and VX-11e was higher in the GABRD high-expression group. In conclusion, we have shown evidence that GABRD is a novel biomarker that is connected with immune cell infiltration in COAD and may be utilized to predict the prognosis of COAD patients.
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Affiliation(s)
- Fakun Huang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Fujian Medical University, Fujian, China
| | | | - Liyue Zhu
- Fujian Medical University, Fuzhou, Fujian, China
| | | | - Jia-xing Wang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Fujian Medical University, Fujian, China
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Jhuang YH, Chou YC, Lin YC, Hu JM, Pu TW, Chen CY. Risk factors predict microscopic extranodal tumor deposits in advanced stage III colon cancer patients. World J Gastroenterol 2023; 29:1735-1744. [PMID: 37077516 PMCID: PMC10107215 DOI: 10.3748/wjg.v29.i11.1735] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Revised: 01/02/2023] [Accepted: 03/06/2023] [Indexed: 03/17/2023] Open
Abstract
BACKGROUND Colorectal cancer is a frequent cause of cancer-related mortality in patients with lymph node or distant metastases. Pericolonic tumor deposits (TDs) are considered prognostically distinct from lymph node metastases.
AIM To investigate risk factors for extranodal TDs in stage III colon cancer.
METHODS This was a retrospective cohort study. We selected 155 individuals diagnosed with stage III colon cancer from the database of the Cancer Registry of the Tri-Service General Hospital. The patients were allocated into the groups with/without N1c. Multivariate Cox regression analysis and Kaplan-Meier method were done. The primary outcomes investigate the association between the covariates and extranodal TDs, and prognostic significance of the covariates regarding the survival.
RESULTS There were 136 individuals in the non-N1c group and 19 individuals in the N1c group. Patients with lymphovascular invasion (LVI) had a higher risk of TDs. Overall survival rates of patients with and without LVI were 6.64 years and 8.61 years, respectively (P = 0.027). The N1c patients without LVI had higher overall survival than those who with LVI (7.73 years vs 4.42 years, P = 0.010).
CONCLUSION Patients having stage III colon cancer with LVI have a higher probability of having TDs than those with stage III colon cancer without LVI. Stage III colon cancer patients with TDs and LVI could have poor prognosis and outcome.
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Affiliation(s)
- Yi-Han Jhuang
- Division of Cardiovascular Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
| | - Yu-Ching Chou
- School of Public Health, National Defense Medical Center, Taipei 114, Taiwan
| | - Yu-Chun Lin
- Department of Pathology, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
| | - Je-Ming Hu
- Division of Colorectal Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
| | - Ta-Wei Pu
- Division of Colorectal Surgery, Tri-Service General Hospital Song-shan Branch, National Defense Medical Center, Taipei 114, Taiwan
| | - Chao-Yang Chen
- Division of Colorectal Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
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Tan L, Li H, Yu J, Zhou H, Wang Z, Niu Z, Li J, Li Z. Colorectal cancer lymph node metastasis prediction with weakly supervised transformer-based multi-instance learning. Med Biol Eng Comput 2023; 61:1565-1580. [PMID: 36809427 PMCID: PMC10182132 DOI: 10.1007/s11517-023-02799-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 01/31/2023] [Indexed: 02/23/2023]
Abstract
Lymph node metastasis examined by the resected lymph nodes is considered one of the most important prognostic factors for colorectal cancer (CRC). However, it requires careful and comprehensive inspection by expert pathologists. To relieve the pathologists' burden and speed up the diagnostic process, in this paper, we develop a deep learning system with the binary positive/negative labels of the lymph nodes to solve the CRC lymph node classification task. The multi-instance learning (MIL) framework is adopted in our method to handle the whole slide images (WSIs) of gigapixels in size at once and get rid of the labor-intensive and time-consuming detailed annotations. First, a transformer-based MIL model, DT-DSMIL, is proposed in this paper based on the deformable transformer backbone and the dual-stream MIL (DSMIL) framework. The local-level image features are extracted and aggregated with the deformable transformer, and the global-level image features are obtained with the DSMIL aggregator. The final classification decision is made based on both the local and the global-level features. After the effectiveness of our proposed DT-DSMIL model is demonstrated by comparing its performance with its predecessors, a diagnostic system is developed to detect, crop, and finally identify the single lymph nodes within the slides based on the DT-DSMIL and the Faster R-CNN model. The developed diagnostic model is trained and tested on a clinically collected CRC lymph node metastasis dataset composed of 843 slides (864 metastasis lymph nodes and 1415 non-metastatic lymph nodes), achieving the accuracy of 95.3% and the area under the receiver operating characteristic curve (AUC) of 0.9762 (95% confidence interval [CI]: 0.9607-0.9891) for the single lymph node classification. As for the lymph nodes with micro-metastasis and macro-metastasis, our diagnostic system achieves the AUC of 0.9816 (95% CI: 0.9659-0.9935) and 0.9902 (95% CI: 0.9787-0.9983), respectively. Moreover, the system shows reliable diagnostic region localizing performance: the model can always identify the most likely metastases, no matter the model's predictions or manual labels, showing great potential in avoiding false negatives and discovering incorrectly labeled slides in actual clinical use.
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Affiliation(s)
- Luxin Tan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Pathology, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Huan Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Pathology, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Jinze Yu
- Beijing Advanced Innovation Center for Big Data and Brain Computing, Beihang University, Beijing, 100191, China.,School of Computer Science and Engineering, Beihang University, Beijing, 100191, China.,Shenyuan Honors College, Beihang University, Beijing, 100191, China
| | - Haoyi Zhou
- Beijing Advanced Innovation Center for Big Data and Brain Computing, Beihang University, Beijing, 100191, China.,College of Software, Beihang University, Beijing, 100191, China
| | - Zhi Wang
- Blot Info & Tech (Beijing) Co. Ltd, Beijing, China
| | - Zhiyong Niu
- Blot Info & Tech (Beijing) Co. Ltd, Beijing, China.
| | - Jianxin Li
- Beijing Advanced Innovation Center for Big Data and Brain Computing, Beihang University, Beijing, 100191, China. .,School of Computer Science and Engineering, Beihang University, Beijing, 100191, China.
| | - Zhongwu Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Pathology, Peking University Cancer Hospital & Institute, Beijing, 100142, China.
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Bae HJ, Ju H, Lee HH, Kim J, Lee BI, Lee SH, Won DD, Lee YS, Lee IK, Cho YS. Long-term outcomes after endoscopic versus surgical resection of T1 colorectal carcinoma. Surg Endosc 2023; 37:1231-1241. [PMID: 36171453 DOI: 10.1007/s00464-022-09649-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 09/13/2022] [Indexed: 12/01/2022]
Abstract
BACKGROUND The long-term outcomes of patients with T1 colorectal cancer (CRC) who undergo endoscopic and/or surgical treatment are not well understood. Invasive CRC confined to the colonic submucosa (T1 CRC) is challenging in terms of clinical decision-making. We compared the long-term outcomes of T1 CRC by treatment method. METHODS We examined 370 patients with pathological T1 CRC treated between 2000 and 2015 at Seoul St. Mary's Hospital. In total, 93 patients underwent endoscopic resection (ER) only, 82 underwent additional surgery after ER, and 175 underwent surgical resection only. Patients who did not meet the curative criteria were defined as "high-risk." High-risk patients were classified into three groups according to the treatment modalities: ER only (Group A: 35 patients), additional surgery after ER (Group B: 72 patients), and surgical resection only (Group C: 133 patients). The recurrence-free and overall survival (OS) rates, and factors associated with recurrence and mortality, were analyzed. Factors associated with lymph node metastasis (LNM) were subjected to multivariate analysis. RESULTS Of the 370 patients, 7 experienced recurrence and 7 died. All recurrences occurred in the high-risk group and two deaths were in the low-risk group. In high-risk groups, there was no significant group difference in recurrence-free survival (P = 0.511) or OS (P =0.657). Poor histology (P =0.042) was associated with recurrence, and vascular invasion (P =0.044) with mortality. LNMs were observed in 30 of 277 patients who underwent surgery either initially or secondarily. Lymphatic invasion was significantly associated with the incidence of LNM (P < 0.001). CONCLUSIONS ER prior to surgery did not affect the prognosis of high-risk T1 CRC patients, and did not worsen the clinical outcomes of patients who required additional surgery. Lymphatic invasion was the most important predictor of LNM.
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Affiliation(s)
- Hyun Jin Bae
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Hoyeon Ju
- Division of Gastroenterology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul, 06591, Republic of Korea
| | - Han Hee Lee
- Department of Internal Medicine, Yeoido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Jinsu Kim
- Department of Internal Medicine, Eunpyeong St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Bo-In Lee
- Division of Gastroenterology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul, 06591, Republic of Korea
| | - Sung Hak Lee
- Department of Hospital Pathology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Daeyoun David Won
- Department of Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Yoon Suk Lee
- Department of Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - In Kyu Lee
- Department of Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Young-Seok Cho
- Division of Gastroenterology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul, 06591, Republic of Korea.
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Jin J, Zhou H, Sun S, Tian Z, Ren H, Feng J, Jiang X. Machine learning based gray-level co-occurrence matrix early warning system enables accurate detection of colorectal cancer pelvic bone metastases on MRI. Front Oncol 2023; 13:1121594. [PMID: 37035167 PMCID: PMC10073745 DOI: 10.3389/fonc.2023.1121594] [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: 12/16/2022] [Accepted: 03/02/2023] [Indexed: 04/11/2023] Open
Abstract
Objective The mortality of colorectal cancer patients with pelvic bone metastasis is imminent, and timely diagnosis and intervention to improve the prognosis is particularly important. Therefore, this study aimed to build a bone metastasis prediction model based on Gray level Co-occurrence Matrix (GLCM) - based Score to guide clinical diagnosis and treatment. Methods We retrospectively included 614 patients with colorectal cancer who underwent pelvic multiparameter magnetic resonance image(MRI) from January 2015 to January 2022 in the gastrointestinal surgery department of Gezhouba Central Hospital of Sinopharm. GLCM-based Score and Machine learning algorithm, that is,artificial neural net7work model(ANNM), random forest model(RFM), decision tree model(DTM) and support vector machine model(SVMM) were used to build prediction model of bone metastasis in colorectal cancer patients. The effectiveness evaluation of each model mainly included decision curve analysis(DCA), area under the receiver operating characteristic (AUROC) curve and clinical influence curve(CIC). Results We captured fourteen categories of radiomics data based on GLCM for variable screening of bone metastasis prediction models. Among them, Haralick_90, IV_0, IG_90, Haralick_30, CSV, Entropy and Haralick_45 were significantly related to the risk of bone metastasis, and were listed as candidate variables of machine learning prediction models. Among them, the prediction efficiency of RFM in combination with Haralick_90, Haralick_all, IV_0, IG_90, IG_0, Haralick_30, CSV, Entropy and Haralick_45 in training set and internal verification set was [AUC: 0.926,95% CI: 0.873-0.979] and [AUC: 0.919,95% CI: 0.868-0.970] respectively. The prediction efficiency of the other four types of prediction models was between [AUC: 0.716,95% CI: 0.663-0.769] and [AUC: 0.912,95% CI: 0.859-0.965]. Conclusion The automatic segmentation model based on diffusion-weighted imaging(DWI) using depth learning method can accurately segment the pelvic bone structure, and the subsequently established radiomics model can effectively detect bone metastases within the pelvic scope, especially the RFM algorithm, which can provide a new method for automatically evaluating the pelvic bone turnover of colorectal cancer patients.
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Lv MY, Chen XJ, Chen JG, Zhang B, Lin YY, Huang TZ, He DG, Wang K, Chi ZJ, Hu JC, He XS. Nomogram for predicting overall survival time of patients with stage IV colorectal cancer. Gastroenterol Rep (Oxf) 2022; 10:goac072. [PMID: 36518985 PMCID: PMC9731212 DOI: 10.1093/gastro/goac072] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 11/02/2022] [Accepted: 11/10/2022] [Indexed: 08/30/2023] Open
Abstract
BACKGROUND Prognosis varies among stage IV colorectal cancer (CRC). Our study aimed to build a robust prognostic nomogram for predicting overall survival (OS) of patients with stage IV CRC in order to provide evidence for individualized treatment. METHOD We collected the information of 16,283 patients with stage IV CRC in the Surveillance, Epidemiology, and End Results (SEER) database and then randomized these patients in a ratio of 7:3 into a training cohort and an internal validation cohort. In addition, 501 patients in the Sixth Affiliated Hospital of Sun Yat-sen University (Guangzhou, China) database were selected and used as an external validation cohort. Univariate and multivariate Cox analyses were used to screen out significant variables for nomogram establishment. The nomogram model was assessed using time-dependent receiver-operating characteristic curve (time-dependent ROC), concordance index (C-index), calibration curve, and decision curve analysis. Survival curves were plotted using the Kaplan-Meier method. RESULT The C-index of the nomogram for OS in the training, internal validation, and external validation cohorts were 0.737, 0.727, and 0.655, respectively. ROC analysis and calibration curves pronounced robust discriminative ability of the model. Further, we divided the patients into a high-risk group and a low-risk group according to the nomogram. Corresponding Kaplan-Meier curves showed that the prediction of the nomogram was consistent with the actual practice. Additionally, model comparisons and decision curve analysis proved that the nomogram for predicting prognosis was significantly superior to the tumor-node-metastasis (TNM) staging system. CONCLUSIONS We constructed a nomogram to predict OS of the stage IV CRC and externally validate its generalization, which was superior to the TNM staging system.
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Affiliation(s)
- Min-Yi Lv
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, P. R. China
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Xi-Jie Chen
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, P. R. China
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Jun-Guo Chen
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, P. R. China
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Bin Zhang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, P. R. China
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Yan-Yun Lin
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, P. R. China
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Tian-Ze Huang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, P. R. China
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - De-Gao He
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, P. R. China
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Kai Wang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, P. R. China
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Zeng-Jie Chi
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, P. R. China
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Jian-Cong Hu
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, P. R. China
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Xiao-Sheng He
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
- Guangdong Institute of Gastroenterology, Guangzhou, Guangdong, P. R. China
- Department of Colorectal Surgery, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
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Cho HS, Ahn JH. Nomenclature and Lymphatic Drainage Patterns of Abdominal Lymph Nodes. JOURNAL OF THE KOREAN SOCIETY OF RADIOLOGY 2022; 83:1240-1258. [PMID: 36545415 PMCID: PMC9748447 DOI: 10.3348/jksr.2021.0189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 03/09/2022] [Accepted: 03/27/2022] [Indexed: 12/24/2022]
Abstract
The lymphatic system provides a route for the spread of inflammation and malignancies. The identification of nodal stations and lymphatic pathways of tumor spread is important for tumor staging, choice of therapy, and the prediction of the prognosis of patients with malignant diseases. Because lymph node metastasis is common in primary intra-abdominal malignant tumors, its detection is essential for radiologists to understand the pattern of disease spread. Using schematic pictures and color-coded CT images, this pictorial essay describes the locations and nomenclature of the abdominal lymph nodes. Furthermore, the lymphatic drainage pathways of the upper and lower gastrointestinal tracts, liver, gallbladder, bile duct, and pancreas have been highlighted. In addition, lymph nodes belonging to the regional lymph nodes in malignant tumors arising from each organ are described, and certain cases are presented with images from patients.
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Chen WB, Shi QQ, Li ZM, Li ZY, Kang LQ. Diagnostic value of spiral CT energy spectrum imaging in lymph node metastasis of colorectal cancer. Int J Colorectal Dis 2022; 37:2021-2029. [PMID: 35997991 DOI: 10.1007/s00384-022-04238-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/15/2022] [Indexed: 02/04/2023]
Abstract
OBJECTIVES To evaluate the value of preoperative CT energy spectrum imaging in detecting lymph node metastasis of colorectal cancer. METHODS From September 2019 to November 2021, a retrospective study was performed for the eighty-two patients with colorectal cancer through preoperative colonoscopy or surgical pathology confirmed in our hospital. Based on the lymph node metastasis status, these cases were divided into the metastasis and non-metastasis groups. GE Revolution CT scanner was used to scan the patients with energy spectrum imaging, it measured and recorded the single-energy CT values from 40 to 140 keV and various energy spectrum parameters of lymph nodes around the lesions in the arterial and venous phases, and statistically analyze the above indices. RESULTS In the arterial and venous phases: the single-energy CT values of 40-140 keV in the non-metastatic group were higher than those in the metastatic group (all P < 0.05); the parameter values of IC (iodine concentration), NIC (normalized iodine concentration), λ (the slope of the energy spectrum curve), and Eff-Z (effective-Z) in the non-metastatic group were higher than those in the metastatic group (all P < 0.05). Further evaluation of ROC curve showed that the higher AUC (area under curve) of the single-energy CT value of 50 keV in the arterial phase was 0.889, among the energy spectrum parameters of IC, NIC, λ, and Eff-Z, the NIC had the better diagnostic efficiency and the AUC of the NIC was 0.873, the highest AUC of the combination of NIC and λ was 0.885 when the energy spectrum parameters were combined. The higher AUC of the single-energy CT value of 60 keV in the venous phase was 0.853, among the energy spectrum parameters of IC, NIC, λ, and Eff-Z, the λ had the better diagnostic efficiency and the AUC of the λ was 0.822, the higher AUC of the combination of NIC, λ, and Eff-Z was 0.840 when the energy spectra were combined. CONCLUSIONS Parameters of energy spectrum CT imaging can effectively evaluate whether lymph nodes have metastases, and provide favorable imaging diagnosis basis for the range and the number of lymph nodes to be cleaned during clinical operation and can evaluate the prognosis of patients. It is worthy of clinical recommendation.
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Affiliation(s)
- Wei-Bin Chen
- Graduate School, Tianjin Medical University, Tianjin, 300070, China
- North China University of Science and Technology, Tangshan, 063000, Hebei, China
| | - Qian-Qian Shi
- North China University of Science and Technology, Tangshan, 063000, Hebei, China
| | - Ze-Mao Li
- North China University of Science and Technology, Tangshan, 063000, Hebei, China
| | - Zhong-Yao Li
- North China University of Science and Technology, Tangshan, 063000, Hebei, China
| | - Li-Qing Kang
- Graduate School, Tianjin Medical University, Tianjin, 300070, China.
- Department of Medical Imaging, Cangzhou Central Hospital, Cangzhou Teaching Hospital of Tianjin Medical University, Cangzhou, 061001, Hebei, China.
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Ri H, Kang H, Xu Z, Kim K, Ren Y, Gong Z, Chen X. The risk factors of low anterior resection syndrome after colorectal cancer surgery: A retrospective study of 566 patients in a single institution in China. Front Surg 2022; 9:990702. [PMID: 36439535 PMCID: PMC9683037 DOI: 10.3389/fsurg.2022.990702] [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: 07/10/2022] [Accepted: 08/05/2022] [Indexed: 09/02/2023] Open
Abstract
PURPOSE This study aims to identify the independent risk factors in the low anterior resection syndrome (LARS) after surgery for colorectal cancer (CRC). METHOD This was a retrospective, single-institution study in the Second Affiliation Hospital of Dalian Medical University, China. Patients underwent sphincter-preserving low anterior resection with total or partial mesorectal resection (with or without protective ileostomy) and completed a self-filled questionnaire over the phone to assess postoperative bowel dysfunction from January 2017 to December 2019. The predictors of LAR were evaluated using univariate and multivariate analyses. RESULT The study population was 566 patients, 264 (46.64%), 224 (39.58%), and 78 (13.78%) patients with no, minor, and major LARS, respectively. In the univariate analysis, independent factors such as tumor location and size, anastomotic height, protective ileostomy, post-operation chemoradiotherapy, tumor T stage, lymphatic nodal metastasis classification, surgery duration, and time interval for closure of stoma were significantly associated with LARS points while we found the tumor T stage and lymphatic nodal metastasis classification as the new independent risk factors compared with the last decade studies. In the multivariate analysis, factors such as low and middle tumor location and protective ileostomy, and post operation treatment, nodal metastasis classification were the independent risk factors for major LARS. CONCLUSION The new independence risk factors were tumor T stage and lymphatic nodal metastasis status in univariate analysis in our study, with anastomotic height, low and middle tumor location, protective ileostomy, post-operation chemoradiotherapy, nodal metastasis status increasing LARS point in multivariate analysis after surgery for CRC.
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Affiliation(s)
- HyokJu Ri
- Department of Hernia and Colorectal Surgery, The Second Affiliation Hospital of Dalian Medical University, Dalian, China
- Department of Colorectal Surgery, The Hospital of Pyongyang Medical College, Pyongyang, Democratic people's republic of Korea, Korea
| | - HaoNan Kang
- Department of Hernia and Colorectal Surgery, The Second Affiliation Hospital of Dalian Medical University, Dalian, China
| | - ZhaoHui Xu
- Department of Hernia and Colorectal Surgery, The Second Affiliation Hospital of Dalian Medical University, Dalian, China
| | - KunHyok Kim
- Department of Hernia and Colorectal Surgery, The Second Affiliation Hospital of Dalian Medical University, Dalian, China
- Department of Pathophysiology, The University of Hamhung Medical College, Hamhung, Democratic people's republic of Korea, Korea
| | - YanYing Ren
- Department of Hernia and Colorectal Surgery, The Second Affiliation Hospital of Dalian Medical University, Dalian, China
| | - ZeZhong Gong
- Department of Hernia and Colorectal Surgery, The Second Affiliation Hospital of Dalian Medical University, Dalian, China
| | - Xin Chen
- Department of Hernia and Colorectal Surgery, The Second Affiliation Hospital of Dalian Medical University, Dalian, China
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Zhang YC, Li M, Jin YM, Xu JX, Huang CC, Song B. Radiomics for differentiating tumor deposits from lymph node metastasis in rectal cancer. World J Gastroenterol 2022; 28:3960-3970. [PMID: 36157536 PMCID: PMC9367222 DOI: 10.3748/wjg.v28.i29.3960] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 03/28/2022] [Accepted: 07/06/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Tumor deposits (TDs) are not equivalent to lymph node (LN) metastasis (LNM) but have become independent adverse prognostic factors in patients with rectal cancer (RC). Although preoperatively differentiating TDs and LNMs is helpful in designing individualized treatment strategies and achieving improved prognoses, it is a challenging task. AIM To establish a computed tomography (CT)-based radiomics model for preoperatively differentiating TDs from LNM in patients with RC. METHODS This study retrospectively enrolled 219 patients with RC [TDs+LNM- (n = 89); LNM+ TDs- (n = 115); TDs+LNM+ (n = 15)] from a single center between September 2016 and September 2021. Single-positive patients (i.e., TDs+LNM- and LNM+TDs-) were classified into the training (n = 163) and validation (n = 41) sets. We extracted numerous features from the enhanced CT (region 1: The main tumor; region 2: The largest peritumoral nodule). After deleting redundant features, three feature selection methods and three machine learning methods were used to select the best-performing classifier as the radiomics model (Rad-score). After validating Rad-score, its performance was further evaluated in the field of diagnosing double-positive patients (i.e., TDs+LNM+) by outlining all peritumoral nodules with diameter (short-axis) > 3 mm. RESULTS Rad-score 1 (radiomics signature of the main tumor) had an area under the curve (AUC) of 0.768 on the training dataset and 0.700 on the validation dataset. Rad-score 2 (radiomics signature of the largest peritumoral nodule) had a higher AUC (training set: 0.940; validation set: 0.918) than Rad-score 1. Clinical factors, including age, gender, location of RC, tumor markers, and radiological features of the largest peritumoral nodule, were excluded by logistic regression. Thus, the combined model was comprised of Rad-scores of 1 and 2. Considering that the combined model had similar AUCs with Rad-score 2 (P = 0.134 in the training set and 0.594 in the validation set), Rad-score 2 was used as the final model. For the diagnosis of double-positive patients in the mixed group [TDs+LNM+ (n = 15); single-positive (n = 15)], Rad-score 2 demonstrated moderate performance (sensitivity, 73.3%; specificity, 66.6%; and accuracy, 70.0%). CONCLUSION Radiomics analysis based on the largest peritumoral nodule can be helpful in preoperatively differentiating between TDs and LNM.
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Affiliation(s)
- Yong-Chang Zhang
- Department of Radiology, Chengdu Seventh People’s Hospital, Chengdu 610213, Sichuan Province, China
- Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Mou Li
- Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Yu-Mei Jin
- Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Jing-Xu Xu
- Department of Research Collaboration, R&D center, Beijing Deepwise & League of PHD Technology Co., Ltd, Beijing 100080, China
| | - Chen-Cui Huang
- Department of Research Collaboration, R&D center, Beijing Deepwise & League of PHD Technology Co., Ltd, Beijing 100080, China
| | - Bin Song
- Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
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Hong Z, Li Y, Deng X, Chen M, Pan J, Chen Z, Zhang X, Wang C, Qiu C. Comprehensive analysis of triphenyl phosphate: An environmental explanation of colorectal cancer progression. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2022; 241:113778. [PMID: 36068737 DOI: 10.1016/j.ecoenv.2022.113778] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 05/29/2022] [Accepted: 06/14/2022] [Indexed: 06/15/2023]
Abstract
Organophosphate flame retardants (OPFRs) are alternatives to brominated flame retardants (BFRs) and have recently gained wide acceptance in various materials. For the treatment and prevention of diseases, it is also important to clarify the relationship between OPFRs and tumors, despite the fact that OPFRs are less toxic than BFRs. This research used the TCGA and CTD databases for transcriptome profiling and identifying OPFRs-related genes. GO and KEGG analyses suggested that OPFRs may be closely related to colorectal cancer (CRC), and genes correlated with OPFRs were significantly and differently expressed between tumor and normal group. Further, OPFRs-related genes were associated with a good prognosis in CRC patients. The deeper research demonstrated that one of the OPFRs-triphenyl phosphate could significantly increased the viability and proliferation of CRC cell lines compared with the control group. In addition, Our research also found that melatonin at 50 μM could significantly impact CRC cell proliferation and migration ability induced by TPP.
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Affiliation(s)
- Zhongshi Hong
- Department of General Surgery, the Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, Fujian, China
| | - Yachen Li
- Medical Department of the Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, Fujian, China
| | - Xian Deng
- Department of General Surgery, the Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, Fujian, China
| | - Mingliang Chen
- Department of General Surgery, the Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, Fujian, China
| | - Jianpeng Pan
- Department of General Surgery, the Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, Fujian, China
| | - Zhichuan Chen
- Department of General Surgery, the Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, Fujian, China
| | - Xu Zhang
- Nanjing Medical University, Nanjing 210029, China
| | - Chunxiao Wang
- Department of General Surgery, the Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, Fujian, China
| | - Chengzhi Qiu
- Department of General Surgery, the Second Affiliated Hospital of Fujian Medical University, Quanzhou 362000, Fujian, China.
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Li A, Huang T, Zheng R, Chi P, Li Z, Wang X, Xu B. Preoperative chemoradiotherapy with capecitabine and triweekly oxaliplatin versus capecitabine monotherapy for locally advanced rectal cancer: a propensity-score matched study. BMC Cancer 2022; 22:789. [PMID: 35850711 PMCID: PMC9295262 DOI: 10.1186/s12885-022-09855-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Accepted: 07/04/2022] [Indexed: 11/10/2022] Open
Abstract
Background Distant metastasis has been the main failure pattern for locoregionally advanced rectal cancer (LARC) patients, and intensified neoadjuvant chemotherapy has become a popular research topic. The present study aimed to compare the survival outcomes, acute toxicities and surgical complications in LARC patients who received preoperative chemoradiotherapy with triweekly oxaliplatin and capecitabine (triweekly XELOX) or capecitabine. Methods: Between 2007 and 2017, patients with clinically staged II-III rectal cancer who were treated with preoperative chemoradiotherapy using either triweekly XELOX (oxaliplatin 130 mg/m2 plus capecitabine 825 mg/m2) or capecitabine were included. Variables potentially influencing chemotherapy treatment selection were used to generate propensity scores (PS). The association between chemotherapy regimens and survival endpoints, including distant metastasis-free survival (DMFS), overall survival (OS) and disease-free survival (DFS), were evaluated and adjusted with PS. The acute toxicities and surgical complications were also compared. Results A total of 810 patients were included in the analysis; 277 (34.2%) patients received triweekly XELOX, and 533 (65.8%) received capecitabine. The pathological complete response (pCR) rates were 20.2 and 19.9% (P = 0.912) for the groups treated with triweekly XELOX and capecitabine, respectively. The 5-year DMFS, OS and DFS with triweekly XELOX versus capecitabine were 75.6% vs. 77.6% (P = 0.555), 79.2% vs. 83.3% (P = 0.101), and 69.9% vs. 73.7% (P = 0.283), respectively. Triweekly XELOX was not associated with an increased risk of severe toxicity during chemoradiotherapy, but it increased the risk of postoperative complications compared to capecitabine. After PS adjustment, the differences between the two groups remained insignificant in pCR rate, survival outcomes, and acute toxicities, and the difference in surgical complications disappeared. Conclusions Triweekly XELOX or capecitabine concurrent with neoadjuvant radiotherapy leads to similar long-term survival outcomes, acute toxicities and surgical complications in LARC patients. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-09855-z.
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Affiliation(s)
- Anchuan Li
- Department of Radiation Oncology, Fujian Medical University Union Hospital, Xinquan Road 29, Fuzhou, 350001, China.,Department of Radiation Oncology, College of Clinical Medicine, Fujian Medical University, Fuzhou, 350001, China.,Fujian Key Laboratory of Intelligent Imaging and Precision Radiotherapy for Tumors, Fujian Medical University, Fuzhou, 350001, China.,Clinical Research Center for Radiology and Radiotherapy of Fujian Province (Digestive, Hematological and Breast Malignancies), Fuzhou, 350001, China
| | - Tingxuan Huang
- Department of Gastroenterology, Fujian Medical University Union Hospital, Xinquan Road 29, Fuzhou, 350001, China.,Fujian Medical University Cancer Center, Fujian Medical University, Fuzhou, 350001, China
| | - Rong Zheng
- Department of Radiation Oncology, Fujian Medical University Union Hospital, Xinquan Road 29, Fuzhou, 350001, China.,Department of Radiation Oncology, College of Clinical Medicine, Fujian Medical University, Fuzhou, 350001, China.,Fujian Key Laboratory of Intelligent Imaging and Precision Radiotherapy for Tumors, Fujian Medical University, Fuzhou, 350001, China.,Clinical Research Center for Radiology and Radiotherapy of Fujian Province (Digestive, Hematological and Breast Malignancies), Fuzhou, 350001, China
| | - Pan Chi
- Department of Gastrointestinal Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, China
| | - Zhihua Li
- Department of Radiation Oncology, The Second Hospital of Zhangzhou, Zhangzhou, 363100, China
| | - Xiaozhong Wang
- Department of Gastroenterology, Fujian Medical University Union Hospital, Xinquan Road 29, Fuzhou, 350001, China. .,Fujian Medical University Cancer Center, Fujian Medical University, Fuzhou, 350001, China.
| | - Benhua Xu
- Department of Radiation Oncology, Fujian Medical University Union Hospital, Xinquan Road 29, Fuzhou, 350001, China. .,Department of Radiation Oncology, College of Clinical Medicine, Fujian Medical University, Fuzhou, 350001, China. .,Fujian Key Laboratory of Intelligent Imaging and Precision Radiotherapy for Tumors, Fujian Medical University, Fuzhou, 350001, China. .,Clinical Research Center for Radiology and Radiotherapy of Fujian Province (Digestive, Hematological and Breast Malignancies), Fuzhou, 350001, China. .,Department of Medical Imagine Technology, College of Medical Technology and Engineering, Fujian Medical University, Fuzhou, 350001, China.
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Liu L, Li X, Hu Y, Sun J, Chen J, Xiao D, Wu W, Xie B. Lymph Node Cluster Dissection After Carbon Nanoparticles Injection Enhances the Retrieval Number in Colorectal Cancer. J Biomed Nanotechnol 2022. [DOI: 10.1166/jbn.2022.3397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
For colorectal cancer patients, NCCN recommended that at least 12 lymph nodes should be detected since the number and metastases status of lymph nodes played an important role in the treatment and prognostic. Carbon nanoparticles have been proved to be an efficient lymph node tracer.
Faced with the clinical problem of insufficient lymph nodes in colorectal cancer, we proposed a lymph node cluster (D3, D2 and D1) dissection method combined with carbon nanoparticle injection. In our study, patients were divided into 2 groups (CNP and control). All lymph nodes of each patient
were collected and made into hematoxylin-eosin sections to observe their size, staining appearance and metastasis status under the microscope. As a result, the total lymph nodes in CNP group were greatly higher than control group (51.45 vs. 29.62, P = 0.000), especially micro LNs and
positive micro LNs. Compared with D2 and D1 stations, fewer lymph nodes were found in D3, and it was the same for cancer metastasis status. In CNP group, most lymph nodes got black for quick visualization. In conclusion, lymph node cluster dissection combined with carbon nanoparticles could
enhance the number of lymph node retrieval.
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Affiliation(s)
- Lu Liu
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
| | - Xi Li
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
| | - Yulin Hu
- Department of Pathology, Chenzhou First People’s Hospital, Chenzhou, Hunan, 423000, China
| | - Jingyue Sun
- Department of Pathology, Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Central South University, Changsha, Hunan, 410008, China
| | - Jielin Chen
- Department of Pathology, Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Central South University, Changsha, Hunan, 410008, China
| | - Desheng Xiao
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
| | - Wei Wu
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
| | - Bin Xie
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China
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Duan Z, Cai L, Cao J, Wu W. Polo‑like kinase 4 is associated with advanced TNM stages and reduced survival and its inhibition improves chemosensitivity in colorectal cancer. Oncol Lett 2022; 24:269. [PMID: 35782899 PMCID: PMC9247664 DOI: 10.3892/ol.2022.13389] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 04/12/2022] [Indexed: 11/05/2022] Open
Affiliation(s)
- Zhengang Duan
- Department of Gastroenterology, The 986 Air Force Hospital, Xi'an, Shaanxi 710000, P.R. China
| | - Lei Cai
- Department of Digestive Surgery, Xi'an International Medical Center Hospital, Xi'an, Shaanxi 710100, P.R. China
| | - Jin Cao
- Department of Endocrinology, Xi'an International Medical Center Hospital, Xi'an, Shaanxi 710100, P.R. China
| | - Wei Wu
- Department of Gastroenterology, Xi'an International Medical Center Hospital, Xi'an, Shaanxi 710100, P.R. China
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Li D, Shao J, Cao B, Zhao R, Li H, Gao W, Chen P, Jin L, Cao L, Ji S, Dong G. The Significance of Neutrophil Extracellular Traps in Colorectal Cancer and Beyond: From Bench to Bedside. Front Oncol 2022; 12:848594. [PMID: 35747797 PMCID: PMC9209713 DOI: 10.3389/fonc.2022.848594] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 05/09/2022] [Indexed: 12/30/2022] Open
Abstract
Neutrophil extracellular traps (NETs), products of neutrophil death when exposed to certain stimuli, were first proposed as a type of response to bacterial infection in infectious diseases. Since then, extensive studies have discovered its involvement in other non-infectious inflammatory diseases including thromboembolism, autoimmune diseases, and cancer. Colorectal cancer (CRC) is one of the most common malignancies in the world. NET formation is closely associated with tumorigenesis, progression, and metastasis in CRC. Therefore, the application of NETs in clinical practice as diagnostic biomarkers, therapeutic targets, and prognostic predictors has a promising prospect. In addition, therapeutics targeting NETs are significantly efficient in halting tumor progression in preclinical cancer models, which further indicates its potential clinical utility in cancer treatment. This review focuses on the stimuli of NETosis, its pro-tumorigenic activity, and prospective clinical utility primarily in but not limited to CRC.
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Affiliation(s)
- Dingchang Li
- Department of General Surgery, the First Medical Centre, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | | | - Bo Cao
- Department of General Surgery, the First Medical Centre, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Ruiyang Zhao
- Department of General Surgery, the First Medical Centre, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Hanghang Li
- Department of General Surgery, the First Medical Centre, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Wenxing Gao
- Department of General Surgery, the First Medical Centre, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Peng Chen
- Department of General Surgery, the First Medical Centre, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Lujia Jin
- Department of General Surgery, the First Medical Centre, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Li Cao
- Department of General Surgery, the First Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Shuaifei Ji
- Medical School of Chinese PLA, Beijing, China
- *Correspondence: Shuaifei Ji, ; Guanglong Dong,
| | - Guanglong Dong
- Department of General Surgery, the First Medical Centre, Chinese PLA General Hospital, Beijing, China
- *Correspondence: Shuaifei Ji, ; Guanglong Dong,
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Shi Y, Li X, Zhang X, Wang S, Pu J, Zhang L, Hu Z. Constructing and Validating a Prognosis Predictive Nomogram for Cancer-Specific Survival in Rectal Cancer Patients Receiving Preoperative Radiotherapy. J INVEST SURG 2022; 35:1526-1535. [PMID: 35618267 DOI: 10.1080/08941939.2022.2078021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Background A predictive tool is required to identify the cancer-specific survival in rectal cancer (RC) patients who have opted to receive preoperative radiotherapy.Methods A database containing the data on RC patients' records of Surveillance, Epidemiology, and End Results (SEER) receiving surgery during 2000-2014 was selected. All patients received neoadjuvant radiotherapy (NR). The correlation of clinicopathological parameters was analyzed using the Chi-square test and the survival risk factors were analyzed using the Cox proportional hazards analysis (univariate and multivariate). Finally, the nomogram was developed and validated to visually represent an accurate prediction of the probability of 3- and 5-year cancer-specific survival (CSS) based on the screened variables of the cohort.Results 11,499 rectal cancer patients were included in our cohort. Patients' records were randomly allocated to either the development or validation cohorts based on an equal ratio (1:1). Performing the multivariate Cox regression analysis incorporating these variables in the development cohort determined 11 independent prognostic factors. Statistically significant differences were recorded among subgroups using log-rank tests, which confirmed the appropriateness and acceptability of factor stratifications. Then, the nomogram was constructed and its concordance index (C-index) values in the development cohort (0.720) and validation cohort (0.717) were evaluated to be higher (P<0.05) than those of the AJCC stage (0.631 and 0.633 respectively). Also, the 3-year AUC values of this nomogram were higher than those of the AJCC stage in both the development cohort (0.746 vs. 0.631) and the validation cohort (0.745 vs. 0.640). Using DCA curves, the predictive potential of the currently developed nomogram outperformed the conventional AJCC staging system.Conclusion The nomogram model might be a more reliable tool to predict prognosis accurately in rectal cancer patients receiving preoperative radiotherapy.
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Affiliation(s)
- Yunjie Shi
- Department of Anorectal Surgery, Changzheng Hospital, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Xinxing Li
- Department of General Surgery, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xukun Zhang
- Academy for Engineering and Technology, Fudan University, Shanghai, China
| | - Shengyun Wang
- Department of Emergency and Critical Care Medicine, Changzheng Hospital, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Jun Pu
- Department of Anesthesiology, Changzheng Hospital, Naval Medical University (Second Military Medical University), Shanghai, China
| | - Lihua Zhang
- Academy for Engineering and Technology, Fudan University, Shanghai, China
| | - Zhiqian Hu
- Department of Anorectal Surgery, Changzheng Hospital, Naval Medical University (Second Military Medical University), Shanghai, China.,Department of General Surgery, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
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Okamura K, Nagayama S, Tate T, Chan HT, Kiyotani K, Nakamura Y. Lymphocytes in tumor-draining lymph nodes co-cultured with autologous tumor cells for adoptive cell therapy. J Transl Med 2022; 20:241. [PMID: 35606862 PMCID: PMC9125345 DOI: 10.1186/s12967-022-03444-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Accepted: 05/16/2022] [Indexed: 11/28/2022] Open
Abstract
Background Tumor-draining lymph nodes (TDLNs) are primary sites, where anti-tumor lymphocytes are primed to tumor-specific antigens and play pivotal roles in immune responses against tumors. Although adoptive cell therapy (ACT) using lymphocytes isolated from TDLNs were reported, characterization of immune activity of lymphocytes in TDLNs to tumor cells was not comprehensively performed. Here, we demonstrate TDLNs to have very high potential as cell sources for immunotherapy. Methods Lymphocytes from TDLNs resected during surgical operation were cultured with autologous-tumor cells for 2 weeks and evaluated tumor-reactivity by IFNγ ELISPOT assay. We investigated the commonality of T cell receptor (TCR) clonotypes expanded by the co-culture with tumor cells with those of tumor infiltrating lymphocytes (TILs). Results We found that that TCR clonotypes of PD-1-expressing CD8+ T cells in lymph nodes commonly shared with those of TILs in primary tumors and lymphocytes having tumor-reactivity and TCR clonotypes shared with TILs could be induced from non-metastatic lymph nodes when they were co-cultured with autologous tumor cells. Conclusion Our results imply that tumor-reactive effector T cells were present even in pathologically non-metastatic lymph nodes and could be expanded in vitro in the presence of autologous tumor cells and possibly be applied for ACT. Supplementary Information The online version contains supplementary material available at 10.1186/s12967-022-03444-1.
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Chen G, Lian D, Zhao L, Wang Z, Wuyun Q, Zhang N. The long non-coding RNA T cell leukemia homeobox 1 neighbor enhances signal transducer and activator of transcription 5A phosphorylation to promote colon cancer cell invasion, migration, and metastasis. Bioengineered 2022; 13:11083-11095. [PMID: 35502613 PMCID: PMC9278427 DOI: 10.1080/21655979.2022.2068781] [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] [Indexed: 11/04/2022] Open
Abstract
Colon cancer is among the most prevalent gastrointestinal tumor types. The long noncoding RNA (lncRNA) T cell leukemia homeobox 1 neighbor (TLX1NB) is up-regulated in colorectal cancer (CRC). However, the functional role of this lncRNA in colon cancer remains unknown. In our study, we investigated the clinical significance of TLX1NB in colon cancer through bioinformatics analysis and explored its role in migration, invasion and metastasis of colon cancer cell with a series of experiments. Firstly, TLX1NB was up-regulated in colon cancer tissues and increased TLX1NB expression was significantly associated with advanced N stages. In wound healing assays and transwell assays, TLX1NB overexpression promoted HCT116 cell migration and invasion while TLX1NB knockdown inhibited SW620 cell migration and invasion. In vivo, TLX1NB knockdown suppressed pulmonary metastasis of SW620 cell and vimentin expression but increased E-cadherin expression. Then, TLX1NB overexpression enhanced signal transducer and activator of transcription 5A (STAT5A) phosphorylation and TLX1NB knockdown suppressed STAT5A phosphorylation. Moreover, the inhibition of STAT5A phosphorylation reversed TLX1NB overexpression-associated increase in HCT116 cell migratory and invasive activity. In conclusion, TLX1NB enhances STAT5A phosphorylation to promote colon cancer cell invasion, migration, and metastasis.
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Affiliation(s)
- Guanyang Chen
- Department of General Surgery, Peking University Ninth School of Clinical Medicine, Beijing, China
| | - Dongbo Lian
- Department of General Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Lei Zhao
- Department of Critical Care Medicine, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Zheng Wang
- Department of General Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Qiqige Wuyun
- Department of General Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Nengwei Zhang
- Department of General Surgery, Peking University Ninth School of Clinical Medicine, Beijing, China
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50
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Lin Z, Li X, Song J, Zheng R, Chen C, Li A, Xu B. The Effect of Lymph Node Harvest on Prognosis in Locally Advanced Middle-Low Rectal Cancer After Neoadjuvant Chemoradiotherapy. Front Oncol 2022; 12:816485. [PMID: 35242710 PMCID: PMC8886163 DOI: 10.3389/fonc.2022.816485] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 01/24/2022] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE The purpose of this study was to investigate the relationship between lymph node harvest and the prognosis in locally advanced rectal cancer (LARC) patients after neoadjuvant chemoradiotherapy (nCRT). METHODS Patients who were diagnosed with clinical LARC and treated with nCRT and radical surgery between June 2008 and July 2017 were included in this study. The relationship between lymph node retrieval and prognosis was analyzed. Other lymph node-related indicators were explored. RESULTS A total of 837 patients with a median follow-up of 61 (7-139) months were included in the study. The five-year DFS and OS rates of all patients were 74.9% and 82.3%, respectively. Multivariate survival analysis suggested that dissection of ≥ 12 lymph nodes did not improve OS or DFS. 7 was selected as the best cutoff value for the total number of lymph nodes retrieved by Cox multivariate analysis (χ2 = 10.072, HR: 0.503, P=0.002). Dissection of ≥ 5 positive lymph nodes (PLNs) was an independent prognostic factor for poorer DFS (HR: 2.104, P=0.004) and OS (HR: 3.471, p<0.001). A positive lymph node ratio (LNR) of more than 0.29 was also an independent prognostic factor for poorer DFS (HR: 1.951, P=0.002) and OS (HR: 2.434, p<0.001). CONCLUSION The recommends that at least 7 harvested lymph nodes may be more appropriate for LARC patients with nCRT. PLN and LNR may be prognostic factors for LARC patients with ypN+ after nCRT.
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Affiliation(s)
- Zhuangbin Lin
- Department of Radiation Oncology, Fujian Medical University Union Hospital, Fuzhou, China.,The Graduate School, Fujian Medical University, Fuzhou, China.,Department of Radiation Oncology, Fujian Branch of Shanghai Children's Medical Center Affiliated to Shanghai Jiaotong University School of Medicine, Fuzhou, China.,Department of Radiation Oncology, Fujian Children's Hospital, Fuzhou, China
| | - Xiaobo Li
- Department of Radiation Oncology, Fujian Medical University Union Hospital, Fuzhou, China.,Department of Medical Imaging Technology, College of Medical Technology and Engineering, Fujian Medical University, Fuzhou, China.,Union Clinical Medicine College, Fujian Medical University, Fuzhou, China
| | - Jianyuan Song
- Department of Radiation Oncology, Fujian Medical University Union Hospital, Fuzhou, China.,Department of Medical Imaging Technology, College of Medical Technology and Engineering, Fujian Medical University, Fuzhou, China.,Union Clinical Medicine College, Fujian Medical University, Fuzhou, China
| | - Rong Zheng
- Department of Radiation Oncology, Fujian Medical University Union Hospital, Fuzhou, China.,Department of Medical Imaging Technology, College of Medical Technology and Engineering, Fujian Medical University, Fuzhou, China.,Union Clinical Medicine College, Fujian Medical University, Fuzhou, China.,School of Clinical Medicine, Fujian Medical University, Fuzhou, China
| | - Cheng Chen
- Department of Radiation Oncology, Fujian Medical University Union Hospital, Fuzhou, China.,Department of Medical Imaging Technology, College of Medical Technology and Engineering, Fujian Medical University, Fuzhou, China.,Union Clinical Medicine College, Fujian Medical University, Fuzhou, China
| | - Anchuan Li
- Department of Radiation Oncology, Fujian Medical University Union Hospital, Fuzhou, China.,Union Clinical Medicine College, Fujian Medical University, Fuzhou, China.,School of Clinical Medicine, Fujian Medical University, Fuzhou, China
| | - Benhua Xu
- Department of Radiation Oncology, Fujian Medical University Union Hospital, Fuzhou, China.,Department of Medical Imaging Technology, College of Medical Technology and Engineering, Fujian Medical University, Fuzhou, China.,Union Clinical Medicine College, Fujian Medical University, Fuzhou, China.,School of Clinical Medicine, Fujian Medical University, Fuzhou, China
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