Central lung cancer is a common disease in clinic which usually occurs above the segmental bronchus. It is commonly accompanied by bronchial stenosis or obstruction, which can easily lead to atelectasis. Accurately distinguishing lung cancer from atelectasis is important for tumor staging, delineating the radiotherapy target area, and evaluating treatment efficacy. This article reviews domestic and foreign literatures on how to define the boundary between central lung cancer and atelectasis based on multimodal images, aiming to summarize the experiences and propose the prospects.
Radiotherapy is one of the main treatments for tumor with increasingly high request for technique precision and the equipment stability. Machine learning may bring radiotherapy simplicity, individualization and precision, and may improve the automatic level of planning and quality assurance. Based on the process of radiotherapy, this paper reviews the applications and researches on machine learning, with an emphasis on deep learning, and proposes the prospects in the following aspects: segmentation of normal tissue and tumor, planning, treatment delivery, quality assurance and prognosis prediction.
Objective To explore the expression of chemokine receptor CCR7 in thyroid papillary microcarcinoma tissues and the relationship with clinicopathological features. Methods The CCR7 expressions in 31 cases of thyroid papillary microcarcinoma, 34 cases of thyroid papillary carcinoma which diameter＞1cm, 34 cases of nodular goiter, and 12 cases of thyroid papillary microcarcinoma contralateral normal thyroid tissues were detected by using immunohistochemistry S-P method. Results The expression positive rates of CCR7 in thyroid papillary microcarcinoma and papillary thyroid carcinoma which diameter＞ 1cm were both 100%, the difference had not statistically significant （P＞0.05）. In nodular goiter and normal thyroid tissues, the expression positive rate of CCR7 was 64.7% and 33.3%, respectively, and compared with thyroid papillary microcarcinoma, the difference had statistically significant （P＜0.05）. There were not relations between the expression of CCR7 and patient’s gender, age, capsule invasion, and lymph node metastasis （P＞0.05）. Conclusions The CCR7 in thyroid papillary microcarcinoma and thyroid papillary carcinoma which diameter＞ 1cm are both high expressions, and have the same bionomics, both prone to cervical lymph node meta-stasis, and the radical neck dissection （central area） are both need to take.
ObjectiveTo compare the clinical and radiological effectiveness of oblique lumbar interbody fusion (OLIF) and posterior lumbar interbody fusion (PLIF) in the treatment of Cage dislodgement after lumbar surgery.MethodsThe clinical data of 40 patients who underwent revision surgery due to Cage dislodgement after lumbar surgery betweem April 2013 and March 2017 were retrospectively analyzed. Among them, 18 patients underwent OLIF (OLIF group) and 22 patients underwent PLIF (PLIF group) for revision. There was no significant difference between the two groups in age, gender, body mass index, intervals between primary surgery and revision surgery, number of primary fused levels, disc spaces of Cage dislodgement, and visual analogue scale (VAS) scores of low back pain and leg pain, Oswestry disability index (ODI), the segmental lordosis (SL) and disc height (DH) of the disc space of Cage dislodgement, and the lumbar lordosis (LL) before revision (P>0.05). The operation time, intraoperative blood loss, hospital stay, and complications of the two groups were recorded and compared. The VAS scores of low back pain and leg pain were evaluated at 3 days, 3, 6, and 12 months after operation, and the ODI scores were evaluated at 3, 6, and 12 months after operation. The SL and DH of the disc space of Cage dislodgement and LL were measured at 12 months after operation and compared with those before operation. CT examination was performed at 12 months after operation, and the fusion of the disc space implanted with new Cage was judged by Bridwell grading standard.ResultsThe intraoperative blood loss in the OLIF group was significantly less than that in the PLIF group (t=−12.425, P=0.000); there was no significant difference between the two groups in the operation time and hospital stay (P>0.05). Both groups were followed up 12-30 months, with an average of 18 months. In the OLIF group, 2 patients (11.1%) had thigh numbness and 1 patient (5.6%) had hip flexor weakness after operation; 2 patients (9.1%) in the PLIF group had intraoperative dural sac tear. The other patients’ incisions healed by first intention without early postoperative complications. There was no significant difference in the incidence of complications between the two groups (χ2=0.519, P=0.642). The VAS scores of low back pain and leg pain, and the ODI score of the two groups at each time point after operation were significantly improved when compared with those before operation (P<0.05); there was no significant difference between the two groups at each time point after operation (P>0.05). At 12 months after operation, SL, LL, and DH in the two groups were significantly increased when compared with preoperative ones (P<0.05); SL and DH in the OLIF group were significantly improved when compared with those in the PLIF group (P<0.05), and there was no significant difference in LL between the two groups (P>0.05). CT examination at 12 months after operation showed that all the operated disc spaces achieved bony fusion. According to the Bridwell grading standard, 12 cases were grade Ⅰ and 6 cases were grade Ⅱ in the OLIF group, and 13 cases were grade Ⅰ and 9 cases were grade Ⅱ in the PLIF group; there was no significant difference between the two groups (Z=–0.486, P=0.627). During follow-up, neither re-displacement or sinking of Cage, nor loosening or fracture of internal fixation occurred.ConclusionOLIF and PLIF can achieve similar effectiveness in the treatment of Cage dislodgement after lumbar surgery. OLIF can further reduce intraoperative blood loss and restore the SL and DH of the disc space of Cage dislodgement better.
ObjectiveTo investigate the safety and feasibility of domestic MP1000 robotic surgical system assisted thyroidectomy via submaxillary approach in porcine animal model. MethodThe thyroidectomy process assisted by the MP1000 robotic surgical system via submaxillary approach for a Bama pig in the 960th Hospital of the Joint Logistics Support Force was retrospectively analyzed. ResultsThe operation was performed as planned programme using the MP1000 robotic surgical system without opening, adding or lengthening the surgical incision. There was no mechanical problems during the MP1000 robotic surgical operation. The operative time was 53 min and the estimated intraoperative blood loss was 10 mL. There was no shaking of instruments and robotic arm during the operation, and the 3 surgical instruments cooperated skillfully, the establishment of surgical operation space successfully was completed, the thyroid blood vessels accurately and finely was dissected, and the separation, coagulation and cutting of blood vessels were smoothly completed. The recurrent laryngeal nerve and parathyroid gland were delicately dissected and protected. The carotid sheath, trachea, esophagus, and other important organs around the thyroid did not be damaged. The master-slave mapping frequency was high, and there was no delay sense during the operation. The lens resolution of MP1000 was 1 920×1 080, the surgical field of vision was clear, no visual field was defected and the visual field was stable and not shaking, light source front and intelligent adaptive temperature control system reduced the fogging of the lens, and the lens was scoured for 4 times during the operation. ConclusionAccording to the preliminary results of the experimental animal in this study, MP1000 robotic surgical system can successfully complete thyroidectomy via submaxillary approach in porcine animal model.
Objective To investigate the benefits of using a stapler tractor in the treatment of segmental bronchus during lung segmentectomy through detailed video replay analysis of surgical procedures. Methods We collected data from patients who underwent segmentectomy performed by the same surgical team in the Department of Thoracic Surgery, the First Affiliated Hospital of Nanjing Medical University, from November 2020 to August 2023. After excluding data that lacked analysis parameters, the remaining patients were divided into four groups based on the methods used for dissociating segmental bronchus: a stapler tractor group (group A), a stapler with bronchial stretching group (group B), a stapler only group (group C), and a silk ligature group (group D). Then, we compared baseline data and videotaped surgical details across all groups. Surgical details included the success rate of one-time segmental bronchus dissociation and severance, the time taken for successful one-time dissociation and severance of the segmental bronchus, the incidence of bleeding during bronchus dissociation, the conversion rate to thoracotomy during surgery, and surgical outcomes such as total operative time, postoperative hospitalization days, postoperative thoracic drainage volume, and pulmonary air leakage rate. Results The study included 325 patients (203 in the group A, 62 in the group B, 29 in the group C, and 31 in the group D). There was no statistically significant difference in baseline data among the four groups. However, significant differences were found in terms of total operation time, postoperative hospitalization days, intraoperative blood loss, segmental bronchial stump length, postoperative air leakage rate, hemorrhage rate during segmental bronchial dissociation, and conversion to thoracotomy rate among the four groups (P<0.05). ConclusionUsing a stapler tractor for dissociating segmental bronchus in lung segmentectomy results in shorter operative time, less risk of intraoperative bleeding, and less surgical complications. This study provides valuable evaluation methodologies through the analysis of video replay surgical details, contributing to the improvement of lung segmentectomy quality.
This paper aims to propose a noninvasive radiotherapy patient positioning system based on structured light surface imaging, and evaluate its clinical feasibility. First, structured light sensors were used to obtain the panoramic point clouds during radiotherapy positioning in real time. The fusion of different point clouds and coordinate transformation were realized based on optical calibration and pose estimation, and the body surface was segmented referring to the preset region of interest (ROI). Then, the global-local registration of cross-source point cloud was achieved based on algorithms such as random sample consensus (RANSAC) and iterative closest point (ICP), to calculate 6 degrees of freedom (DoF) positioning deviation and provide guidance for the correction of couch shifts. The evaluation of the system was carried out based on a rigid adult phantom and volunteers’ body, which included positioning error, correlation analysis, and receiver operating characteristic (ROC) analysis. Using Cone Beam CT (CBCT) as the gold standard, the maximum translation and rotation errors of this system were (1.5 ± 0.9) mm along Vrt direction (chest) and (0.7 ± 0.3) ° along Pitch direction (head and neck). The Pearson correlation coefficient between results of system outputs and CBCT verification distributed in an interval of [0.80, 0.84]. Results of ROC analysis showed that the translational and rotational AUC values were 0.82 and 0.85, respectively. In the 4D freedom accuracy test on the human body of volunteers, the maximum translation and rotation errors were (2.6 ± 1.1) mm (Vrt direction, chest and abdomen) and (0.8 ± 0.4)° (Rtn direction, chest and abdomen) respectively. In summary, the positioning system based on structured light body surface imaging proposed in this article can ensure positioning accuracy without surface markers and additional doses, and is feasible for clinical application.
ObjectivesTo classify the high risk population for primary liver cancer (PLC) in rural China.MethodsBetween June 2011 and June 2013, hepatitis B surface antigen (HBsAg) carriers were identified in clinical laboratory of Qidong People’s Hospital and surveyed by questionnaires. Cox proportional hazard regression model was introduced to demonstrate independent risk factors associated with PLC occurrence. Moreover, receiver characteristic operating (ROC) curve was utilized to evaluate discrimination power of risk factor panel for PLC risk classification.ResultsA total of 1 296 HBsAg carriers were enrolled, among which 686 participants were male with an average age of 45.73±11.58 years, and 610 participants were female with an average age of 45.67±12.33 years. After a mean follow up period of 5.5 years, 43 incident PLC cases were confirmed, which generated a PLC incidence of 60.5 millions person years. Multi-univariate Cox model showed that increase of age (HR=1.055, 95%CI 1.029 to 1.083, P<0.000 1), male (HR=3.263, 95%CI 1.567 to 6.796,P=0.001 6), having family history of PLC (HR=2.315, 95%CI 1.260 to 4.252, P=0.006 8), HBeAg positivity (HR=2.367, 95%CI 1.267 to 4.419, P=0.006 9) and GGT abnormality (HR=2.721, 95%CI 1.457 to 5.083, P=0.001 7) were the independent risk factors of PLC.ConclusionRoutine host, viral and liver biochemical parameters which are readily accessible in daily clinical practice can be utilized in identification of the targeted population for prevention of PLC in rural China.
ObjectivesTo evaluate the accuracy of liver cancer screening techniques to inform screening intervention and early diagnosis.MethodsWe searched PubMed, The Cochrane Library, EMbase, Web of Science, CNKI, WanFang Data, CBM, VIP databases to collect relevant diagnostic accuracy studies of screening technologies for liver cancer from January 1980 to December 2017. Two reviewers independently screened the literature, extracted the data and assessed the risk of bias of included studies. Then meta-analysis was performed by using Meta-Disc 1.4 software.ResultsA total of 54 publications with 47 728 individuals were included. In terms of pooled sensitivity from the meta-analysis, it was estimated as 0.71 (95%CI 0.70 to 0.72), 0.57 (95%CI 0.56 to 0.59) and 0.43 (95%CI 0.41 to 0.45); the pooled specificity was estimated as 0.92 (95%CI 0.92 to 0.93), 0.95 (95%CI 0.94 to 0.96) and 0.95 (95%CI 0.94 to 0.96); the pooled positive likelihood ratio was 5.65 (95%CI 4.37 to 7.30), 13.24(95%CI 4.25 to 41.22) and 11.39 (95%CI 4.01 to 32.35); the pooled negative likelihood ratio was 0.35 (95%CI 0.31 to 0.39), 0.38 (95%CI 0.29 to 0.52) and 0.49 (95%CI 0.39 to 0.62); the diagnosis odds ratio was 17.23 (95%CI 12.26 to 24.20), 33.79 (95%CI 12.65 to 90.24) and 24.41(95%CI 9.23 to 64.53) for AFP alone with cut-off of 20, 200 and 400 ng/mL, respectively. The pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio and diagnosis odds ratio were 0.65 (95%CI 0.62 to 0.69), 0.97 (95%CI 0.97 to 0.97), 16.48 (95%CI 9.55 to 28.42), 0.27 (95%CI 0.18 to 0.42) and 64.54 (95%CI 30.16 to 138.11) for ultrasound examination alone. The pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio and diagnosis odds ratio were 0.96 (95%CI 0.94 to 0.98), 0.96 (95%CI 0.96 to 0.96), 10.76 (95%CI 2.62 to 44.27), 0.07 (95%CI 0.02 to 0.22) and 160.59 (95%CI 31.61 to 816.03) for the combined strategy.ConclusionFor liver cancer screening technologies, the overall accuracy of serum AFP test alone is the optimum at cut-off of 20 ng/mL, and the sensitivity increased substantially when combined with ultrasound examination.