1.ResNet-Vision Transformer based MRI-endoscopy fusion model for predicting treatment response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer: A multicenter study.
Junhao ZHANG ; Ruiqing LIU ; Di HAO ; Guangye TIAN ; Shiwei ZHANG ; Sen ZHANG ; Yitong ZANG ; Kai PANG ; Xuhua HU ; Keyu REN ; Mingjuan CUI ; Shuhao LIU ; Jinhui WU ; Quan WANG ; Bo FENG ; Weidong TONG ; Yingchi YANG ; Guiying WANG ; Yun LU
Chinese Medical Journal 2025;138(21):2793-2803
BACKGROUND:
Neoadjuvant chemoradiotherapy followed by radical surgery has been a common practice for patients with locally advanced rectal cancer, but the response rate varies among patients. This study aimed to develop a ResNet-Vision Transformer based magnetic resonance imaging (MRI)-endoscopy fusion model to precisely predict treatment response and provide personalized treatment.
METHODS:
In this multicenter study, 366 eligible patients who had undergone neoadjuvant chemoradiotherapy followed by radical surgery at eight Chinese tertiary hospitals between January 2017 and June 2024 were recruited, with 2928 pretreatment colonic endoscopic images and 366 pelvic MRI images. An MRI-endoscopy fusion model was constructed based on the ResNet backbone and Transformer network using pretreatment MRI and endoscopic images. Treatment response was defined as good response or non-good response based on the tumor regression grade. The Delong test and the Hanley-McNeil test were utilized to compare prediction performance among different models and different subgroups, respectively. The predictive performance of the MRI-endoscopy fusion model was comprehensively validated in the test sets and was further compared to that of the single-modal MRI model and single-modal endoscopy model.
RESULTS:
The MRI-endoscopy fusion model demonstrated favorable prediction performance. In the internal validation set, the area under the curve (AUC) and accuracy were 0.852 (95% confidence interval [CI]: 0.744-0.940) and 0.737 (95% CI: 0.712-0.844), respectively. Moreover, the AUC and accuracy reached 0.769 (95% CI: 0.678-0.861) and 0.729 (95% CI: 0.628-0.821), respectively, in the external test set. In addition, the MRI-endoscopy fusion model outperformed the single-modal MRI model (AUC: 0.692 [95% CI: 0.609-0.783], accuracy: 0.659 [95% CI: 0.565-0.775]) and the single-modal endoscopy model (AUC: 0.720 [95% CI: 0.617-0.823], accuracy: 0.713 [95% CI: 0.612-0.809]) in the external test set.
CONCLUSION
The MRI-endoscopy fusion model based on ResNet-Vision Transformer achieved favorable performance in predicting treatment response to neoadjuvant chemoradiotherapy and holds tremendous potential for enabling personalized treatment regimens for locally advanced rectal cancer patients.
Humans
;
Rectal Neoplasms/diagnostic imaging*
;
Magnetic Resonance Imaging/methods*
;
Male
;
Female
;
Middle Aged
;
Neoadjuvant Therapy/methods*
;
Aged
;
Adult
;
Chemoradiotherapy/methods*
;
Endoscopy/methods*
;
Treatment Outcome
2.Expert consensus on the diagnosis and treatment of low anterior resection syndrome (2025 edition).
Chinese Journal of Gastrointestinal Surgery 2025;28(8):832-844
Low anterior resection syndrome (LARS) is a common bowel dysfunction syndrome following sphincter-preserving surgery for rectal cancer, characterized by stool storage dysfunction and evacuatory dysfunction. It has become a critical factor adversely affecting patients' quality of life and long-term clinical outcomes. Currently, the pathogenic mechanisms of LARS remain incompletely elucidated, and high-quality evidence to guide clinical practice is still lacking. However, emerging evidence suggests that strategic optimization across the clinical management pathway-including precision oncology planning, surgical technique selection, multidimensional symptom profiling, proactive prevention protocols, and comprehensive symptom management-may effectively reduce LARS severity and improve survivorship outcomes. Given the absence of consensus guidelines for LARS management among clinicians across China, the Chinese Society of Coloproctology (Chinese Medical Doctor Association) organized domestic experts in relevant fields. Through systematic review of global research findings, integration of international expertise and guidelines, and adaptation to domestic clinical realities, we developed the "Chinese Expert Consensus on the Diagnosis and Treatment of Low Anterior Resection Syndrome (2025 Edition)". This consensus elaborates on key aspects including the definition, clinical manifestations, risk factors, pathophysiological mechanisms, symptom assessment, treatment modalities, and prevention strategies for LARS, aiming to standardize the diagnosis and management of LARS in China.
Humans
;
Rectal Neoplasms/surgery*
;
Consensus
;
Postoperative Complications/therapy*
;
Quality of Life
;
Syndrome
;
China
;
Low Anterior Resection Syndrome
3.Expert consensus on neoadjuvant therapy with short-course radiotherapy followed by chemotherapy combined with immunotherapy for patients with mismatch repair-proficient/microsatellite stable locally advanced rectal cancer (2025 edition).
Chinese Journal of Gastrointestinal Surgery 2025;28(10):1096-1104
Rectal cancer is one of the most common malignant tumors in China, with more than half of patients diagnosed at the locally advanced stage. Currently, the standard treatment for locally advanced rectal cancer (LARC) primarily involves neoadjuvant chemoradiotherapy followed by radical surgery. The advent of immune checkpoint inhibitors has revolutionized the neoadjuvant treatment landscape for mismatch repair-deficient/microsatellite instability-high (dMMR/MSI-H) rectal cancer. However, most rectal cancer patients exhibit mismatch repair-proficient/microsatellite stable (pMMR/MSS) status and show poor responsiveness to immunotherapy. In recent years, multiple studies have demonstrated that neoadjuvant short-course radiotherapy followed by chemotherapy and immunotherapy can improve the pathological complete response rate in pMMR/MSS LARC patients. Nevertheless, controversies persist regarding patient selection, efficacy evaluation, adverse event management, postoperative adjuvant therapy, and follow-up strategies. Considering the Colorectal Surgery Group of the Surgery Branch of the Chinese Medical Association, in collaboration with the Colorectal and Anal Surgery Committee of the Chinese Research Hospital Association, the Chinese Colorectal Cancer Clinical Research Collaborative Group, and related experts, has developed this consensus document by referencing domestic and international research advancements. The aim is to provide standardized guidance for the clinical application of this treatment approach.
Humans
;
Rectal Neoplasms/genetics*
;
Neoadjuvant Therapy
;
Immunotherapy
;
DNA Mismatch Repair
;
Microsatellite Instability
;
Consensus
;
Combined Modality Therapy
4.Endobronchial Metastasis From Rectal Cancer Treated by High-Frequency Electrocautery Ablation via Bronchoscope and Targeted Drugs:Report of One Case.
Jian-Hua YUAN ; Zong-Zhou XIE ; Y U WEI-LING ; Rong-Hua CUI ; L I JIAN-WANG
Acta Academiae Medicinae Sinicae 2025;47(1):142-145
The lungs are the most common sites of metastases from non-pulmonarymalignancies. Endobronchial metastases are rare and have no specificity in clinical manifestations,thus being prone to misdiagnosis and delayed treatment.The common tumors associated with endobronchial metastasis are renal,breast,and colorectal cancers.This article reported one case of postoperative rectal cancer with endobronchial and lung metastases,which was relieved by high-frequency electrocautery ablation via bronchoscope,chemotherapy,and targeted drugs,aiming to provide a reference for clinical diagnosis and treatment.
Humans
;
Rectal Neoplasms/pathology*
;
Electrocoagulation/methods*
;
Bronchial Neoplasms/drug therapy*
;
Bronchoscopy
;
Lung Neoplasms/secondary*
;
Bronchoscopes
5.Summary of Professor HUANG Jinchang's experience of electroacupuncture at Baliao acupoints for low anterior resection syndrome of rectal cancer.
Lu YANG ; Ming YANG ; Yuxiang WAN ; Cixian QUE ; Jinchang HUANG
Chinese Acupuncture & Moxibustion 2024;44(11):1289-1293
This paper introduces Professor HUANG Jinchang's experience in treating low anterior resection syndrome (LARS) of rectal cancer. Based on the clinical experience in treating fecal incontinence after rectal cancer surgery, Professor HUANG Jinchang proposes that the primary pathogenesis of LARS is spleen-kidney yang deficiency with internal obstruction of damp turbidity. The treatment approach should focus on strengthening the spleen, warming the kidney, and eliminating turbidity. The Baliao acupoints are specifically selected to eliminate turbidity, promote yang , facilitate the qi flow of the viscera, and regulate the opening and closing of the anus. Emphasis is placed on deep needling at the Baliao acupoints, with flexible acupoint selection based on accompanying symptoms. Additionally, moxibustion and bloodletting cupping are used to restore regular bowel movements and improve the quality of life for patients who have undergone anus-preserving surgery for rectal cancer.
Humans
;
Rectal Neoplasms/therapy*
;
Acupuncture Points
;
Electroacupuncture
;
Male
;
Female
;
Fecal Incontinence/etiology*
;
Postoperative Complications/etiology*
;
Middle Aged
;
Yang Deficiency/therapy*
;
Low Anterior Resection Syndrome
6.Evaluation of lateral lymph node metastasis in mid-low rectal cancer and planning of multi-disciplinary treatment.
Chinese Journal of Gastrointestinal Surgery 2023;26(1):51-57
After the implementation of neoadjuvant chemoradiotherapy and total mesorectal excision, lateral local recurrence becomes the major type of local recurrence after surgery in rectal cancer. Most lateral recurrence develops from enlarged lateral lymph nodes on an initial imaging study. Evidence is accumulating to support the combined use of neoadjuvant chemoradiotherapy and lateral lymph node dissection. The accuracy of diagnosing lateral lymph node metastasis remains poor. The size of lateral lymph nodes is still the most commonly used variable with the most consistent accuracy and the cut-off value ranging from 5 to 8 mm on short axis. The morphological features, differentiation of the primary tumor, circumferential margin, extramural venous invasion, and response to chemoradiotherapy are among other risk factors to predict lateral lymph node metastasis. Planning multiple disciplinary treatment strategies for patients with suspected nodes must consider both the risk of local recurrence and distant metastasis. Total neoadjuvant chemoradiotherapy is the most promising regimen for patients with a high risk of recurrence. Simultaneous Integrated Boost Intensity-Modulated Radiation Therapy seemingly improves the local control of positive lateral nodes. However, its impact on the safety of surgery in patients with no response to the treatment or regrowth of lateral nodes remains unclear. For patients with smaller nodes below the cut-off value or shrunken nodes after treatment, a close follow-up strategy must be performed to detect the recurrence early and perform a salvage surgery. For patients with stratified lateral lymph node metastasis risks, plans containing different multiple disciplinary treatments must be carefully designed for long-term survival and better quality of life.
Humans
;
Lymphatic Metastasis/pathology*
;
Quality of Life
;
Neoplasm Staging
;
Retrospective Studies
;
Lymph Nodes/pathology*
;
Rectal Neoplasms/surgery*
;
Lymph Node Excision/methods*
;
Neoadjuvant Therapy/methods*
;
Neoplasm Recurrence, Local/surgery*
7.Correlation between pelvic relapses of rectal cancer after radical and R0 resection: A regression model-based analysis.
Peng GUO ; Liang TAO ; Chang WANG ; Hao Run LYU ; Yi YANG ; Hao HU ; Guang Xue LI ; Fan LIU ; Yu Xi LI ; Ying Jiang YE ; Shan WANG
Chinese Journal of Gastrointestinal Surgery 2023;26(3):277-282
Objective: To propose a new staging system for presacral recurrence of rectal cancer and explore the factors influencing radical resection of such recurrences based on this staging system. Methods: In this retrospective observational study, clinical data of 51 patients with presacral recurrence of rectal cancer who had undergone surgical treatment in the Department of Gastrointestinal Surgery, Peking University People's Hospital between January 2008 and September 2022 were collected. Inclusion criteria were as follows: (1) primary rectal cancer without distant metastasis that had been radically resected; (2) pre-sacral recurrence of rectal cancer confirmed by multi-disciplinary team assessment based on CT, MRI, positron emission tomography, physical examination, surgical exploration, and pathological examination of biopsy tissue in some cases; and (3) complete inpatient, outpatient and follow-up data. The patients were allocated to radical resection and non-radical resection groups according to postoperative pathological findings. The study included: (1) classification of pre-sacral recurrence of rectal cancer according to its anatomical characteristics as follows: Type I: no involvement of the sacrum; Type II: involvement of the low sacrum, but no other sites; Type III: involvement of the high sacrum, but no other sites; and Type IV: involvement of the sacrum and other sites. (2) Assessment of postoperative presacral recurrence, overall survival from surgery to recurrence, and duration of disease-free survival. (3) Analysis of factors affecting radical resection of pre-sacral recurrence of rectal cancer. Non-normally distributed measures are expressed as median (range). The Mann-Whitney U test was used for comparison between groups. Results: The median follow-up was 25 (2-96) months with a 100% follow-up rate. The rate of metachronic distant metastasis was significantly lower in the radical resection than in the non-radical resection group (24.1% [7/29] vs. 54.5% [12/22], χ2=8.333, P=0.026). Postoperative disease-free survival was longer in the radical resection group (32.7 months [3.0-63.0] vs. 16.1 [1.0-41.0], Z=8.907, P=0.005). Overall survival was longer in the radical resection group (39.2 [3.0-66.0] months vs. 28.1 [1.0-52.0] months, Z=1.042, P=0.354). According to univariate analysis, age, sex, distance between the tumor and anal verge, primary tumor pT stage, and primary tumor grading were not associated with achieving R0 resection of presacral recurrences of rectal cancer (all P>0.05), whereas primary tumor pN stage, anatomic staging of presacral recurrence, and procedure for managing presacral recurrence were associated with rate of R0 resection (all P<0.05). According to multifactorial analysis, the pathological stage of the primary tumor pN1-2 (OR=3.506, 95% CI: 1.089-11.291, P=0.035), type of procedure (transabdominal resection: OR=29.250, 95% CI: 2.789 - 306.811, P=0.005; combined abdominal perineal resection: OR=26.000, 95% CI: 2.219-304.702, P=0.009), and anatomical stage of presacral recurrence (Type III: OR=16.000, 95% CI: 1.542 - 166.305, P = 0.020; type IV: OR= 36.667, 95% CI: 3.261 - 412.258, P = 0.004) were all independent risk factors for achieving radical resection of anterior sacral recurrence after rectal cancer surgery. Conclusion: Stage of presacral recurrences of rectal cancer is an independent predictor of achieving R0 resection. It is possible to predict whether radical resection can be achieved on the basis of the patient's medical history.
Humans
;
Neoplasm Recurrence, Local/diagnosis*
;
Rectal Neoplasms/therapy*
;
Retrospective Studies
;
Pelvis/pathology*
;
Recurrence
;
Treatment Outcome
8.Progress in diagnosis and treatment of ovarian metastases in rectal cancer.
Xue Lai HE ; Qin Xing CAO ; Ming Hui PANG
Chinese Journal of Gastrointestinal Surgery 2023;26(3):295-301
Rectal cancer is the most common tumor of digestive tract. For female patients, ovarian metastasis ranks the second place in intraperitoneal organ metastasis. Its symptoms are occult, easily missed and insensitive to systemic treatment, so the prognosis is poor. Surgery is the treatment of choice for patients with rectal ovarian metastases, whether R0 resection is possible or not, and reducing tumor load is associated with better prognosis. With the continuous development of hyperthermic intraperitoneal chemotherapy (HIPEC), tumor reduction can reach the cellular level, which can significantly improve survival. Prophylactic ovariectomy remains a controversial issue in patients at high risk of ovarian metastasis. In this review, we summarize the diagnosis, treatment and prevention strategies of rectal cancer ovarian metastases, hoping to provide some reference for clinical practice.
Humans
;
Female
;
Colorectal Neoplasms/pathology*
;
Hyperthermia, Induced
;
Peritoneal Neoplasms/secondary*
;
Rectal Neoplasms/therapy*
;
Ovarian Neoplasms/therapy*
;
Combined Modality Therapy
;
Cytoreduction Surgical Procedures
9.Advances in tumor regression patterns and safe distance of distal resection margin after neoadjuvant therapy for rectal cancer.
Ye WANG ; Zheng LOU ; Rong Gui MENG ; Li Qiang JI ; Shu Yuan LI ; Kuo ZHENG ; Lu JIN ; Hai Feng GONG ; Lian Jie LIU ; Li Qiang HAO ; Wei ZHANG
Chinese Journal of Gastrointestinal Surgery 2023;26(3):302-306
Neoadjuvant therapy has been widely applied in the treatment of rectal cancer, which can shrink tumor size, lower tumor staging and improve the prognosis. It has been the standard preoperative treatment for patients with locally advanced rectal cancer. The efficacy of neoadjuvant therapy for rectal cancer patients varies between individuals, and the results of tumor regression are obviously different. Some patients with good tumor regression even achieve pathological complete response (pCR). Tumor regression is of great significance for the selection of surgical regimes and the determination of distal resection margin. However, few studies focus on tumor regression patterns. Controversies on the safe distance of distal resection margin after neoadjuvant treatment still exist. Therefore, based on the current research progress, this review summarized the main tumor regression patterns after neoadjuvant therapy for rectal cancer, and classified them into three types: tumor shrinkage, tumor fragmentation, and mucin pool formation. And macroscopic regression and microscopic regression of tumors were compared to describe the phenomenon of non-synchronous regression. Then, the safety of non-surgical treatment for patients with clinical complete response (cCR) was analyzed to elaborate the necessity of surgical treatment. Finally, the review studied the safe surgical resection range to explore the safe distance of distal resection margin.
Humans
;
Neoadjuvant Therapy/methods*
;
Margins of Excision
;
Treatment Outcome
;
Rectal Neoplasms/pathology*
;
Rectum/pathology*
;
Neoplasm Staging
;
Retrospective Studies
10.Evaluation strategy of complete response after neoadjuvant therapy for rectal cancer.
Chinese Journal of Surgery 2023;61(9):738-743
Currently, the standard of clinical complete response (cCR) after neoadjuvant chemoradiotherapy (nCRT) for local advanced rectal cancer generally lacks pathological examination, the cCR judged by the current standard is still far from the real pathological complete response. After nCRT, due to the presence of tissue edema and fibrosis, MRI is highly uncertain in determining the staging of local lesions. The precision of colonoscopy biopsy is generally low because residual cancer foci exist primarily in the muscular layer, which limits the determination of cCR by colonoscopy biopsy. Local excision through the anus can resect the whole intestinal wall tissue, which is relatively accurate and close to the real state of remission of the lesion, but there are many problems, such as affecting anal function, high rate of complications, and increased difficulty of following radical surgery. Based on the present diagnosis of cCR, the authors put forward the concept of modified cCR (m-cCR) which combined with the pathological standard of transanal multipoint full-layer puncture biopsy. It is possible to improve the accuracy of cCR, and improve the safety of cCR patients who receive wait-and-watch therapy without increasing complications or affecting anal function. The exact conclusion needs to be confirmed by further studies.
Humans
;
Neoadjuvant Therapy
;
Treatment Outcome
;
Neoplasm Recurrence, Local/diagnosis*
;
Watchful Waiting
;
Rectal Neoplasms/surgery*
;
Chemoradiotherapy

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