1.Dual-tracer PET image separation using three-dimensional depthwise separable convolution network
Dayang TANG ; Debin HU ; Hongliang QI ; Hao SUN ; Yanjiang HAN ; Hanwei LI ; Xinming ZHANG ; Zhilin PAN ; Wenjie YU ; Lijun LU ; Hongwen CHEN
Chinese Journal of Medical Physics 2025;42(2):160-166
Objective To propose a novel method based on three-dimensional depthwise separable convolution network(3D DSN)for the separation of PET images with dual tracers of 18F-FDG and 18F-FAPI.Methods A total of 120 pairs of 18F-FDG and 18F-FAPI PET images of the same patient scanned separately at different time points were collected,and the dual-tracer PET image was generated through simulation.After the image registration of PET images of two tracers for ensuring spatial position matching,the registered PET images were forward-projected to generate sinogram data,and the sinogram data of two tracers were accumulated to obtain mixed sinogram data.Subsequently,the dual-tracer PET image was reconstructed using maximum likelihood expectation maximization and input into a 3D DSN based network for image separation,thereby obtaining PET images of two single tracers.Results Compared with 3D CNN method,the proposed method increased the structure similarity index measure(SSIM)of the separated 18F-FDG images to the real 18F-FDG images by 0.87%,increased the peak signal-to-noise ratio(PSNR)by 11.8%,and reduced the normalized root mean square error(NRMSE)by 52%.The SSIM of the separated 18F-FAPI images to the real 18F-FAPI images increased by 1.1%,PSNR increased by 17.0%,and NRMSE decreased by 51%.Conclusion The proposed method can be effectively applied to simultaneous PET imaging with dual PET tracers,reducing the number of scans and costs in time and money,and providing clinical doctors more accurate and abundant diagnostic information.
2.Dual-tracer PET image separation using three-dimensional depthwise separable convolution network
Dayang TANG ; Debin HU ; Hongliang QI ; Hao SUN ; Yanjiang HAN ; Hanwei LI ; Xinming ZHANG ; Zhilin PAN ; Wenjie YU ; Lijun LU ; Hongwen CHEN
Chinese Journal of Medical Physics 2025;42(2):160-166
Objective To propose a novel method based on three-dimensional depthwise separable convolution network(3D DSN)for the separation of PET images with dual tracers of 18F-FDG and 18F-FAPI.Methods A total of 120 pairs of 18F-FDG and 18F-FAPI PET images of the same patient scanned separately at different time points were collected,and the dual-tracer PET image was generated through simulation.After the image registration of PET images of two tracers for ensuring spatial position matching,the registered PET images were forward-projected to generate sinogram data,and the sinogram data of two tracers were accumulated to obtain mixed sinogram data.Subsequently,the dual-tracer PET image was reconstructed using maximum likelihood expectation maximization and input into a 3D DSN based network for image separation,thereby obtaining PET images of two single tracers.Results Compared with 3D CNN method,the proposed method increased the structure similarity index measure(SSIM)of the separated 18F-FDG images to the real 18F-FDG images by 0.87%,increased the peak signal-to-noise ratio(PSNR)by 11.8%,and reduced the normalized root mean square error(NRMSE)by 52%.The SSIM of the separated 18F-FAPI images to the real 18F-FAPI images increased by 1.1%,PSNR increased by 17.0%,and NRMSE decreased by 51%.Conclusion The proposed method can be effectively applied to simultaneous PET imaging with dual PET tracers,reducing the number of scans and costs in time and money,and providing clinical doctors more accurate and abundant diagnostic information.
3.Staged and segmented two hybrid surgeries for total repair of Debakey type Ⅰ aortic dissection: a series of 10 cases
Debin LIU ; Hong WANG ; Yanzhen WANG ; Cheng YU ; Shengxiong LIN ; Shiqun WU ; Zehui CAO ; Qiliang ZHANG
Chinese Journal of Surgery 2024;62(5):424-431
Objective:To examine the efficacy and experience of staged and segmented two hybrid surgeries for total repair of Debakey type Ⅰ aortic dissection (TIAD).Methods:This study was a retrospective case series. The clinic data of 10 patients with acute TIAD who were admitted to the Department of Cardiac Surgery, Second Hospital of Lanzhou University or the First People′s Hospital of Lanzhou, between January 2016 and August 2022, were retrospectively studied. Ten patients underwent hybrid surgeries in two hospitalizations (stages), including 7 males and 3 females with an age of (60±7) years (range: 49 to 71 years). In stage 1, the first type Ⅱ hybrid arch repair was performed to treat the ascending, total arch, and descending thoracic aorta for acute TIAD without circulatory arrest. In stage 2, the second hybrid surgery including infrarenal abdominal aorta replacement, visceral arteries bypass and endovascular thoracoabdominal aortic repair was performed to treat residual thoracoabdominal aortic dissection after the first hybrid operation (segmented). Basic data, preoperative concomitant diseases, high-risk factors, surgical approaches and postoperative complications of all important organs, as well as CT imaging were analyzed.Results:There was no death in the 20 hybrid surgical procedures. In stage 1 type Ⅱ hybrid surgery, 4 cases underwent reconstruction of the aortic sinutubular junction, while Bentall and David surgery was performed for 3 cases, respectively. A patient received coronary artery bypass grafting. Then all patients were sequentially treated with arch debranching and thoracic aortic endovascular repair. Postoperative complications included renal insufficiency (4/10), hemofiltration (1/10), hypoxemia (4/10), neurologic event (1/10) and type Ⅱ endoleak (1/10). Complete false lumen thrombosis occurred in 9/10 of the patients. All complications recovered successfully at discharge and the average hospital stay was (21±4) days (range: 16 to 28 days) in the first hospitalization. At stage 2, the second hybrid surgery was successfully performed in all patients. No paraplegia, hepatic or renal insufficiency, or endoleak occurred. However, branch graft embolism of the left renal artery was found in one patient 3 days after laparotomy, as well as of superior mesenteric artery in another. Superior mesenteric artery occlusion was successfully treated by endovascular recanalization. Complete false lumen thrombosis occurred in all patients. Although all patients had different degrees of intestinal dysfunction, they were gradually relieved at discharge, and the average hospital stay was (19±2)days (range:16 to 21 days) in the second hospitalization. During follow-up, CT angiography showed aortic remodeling in all patients.Conclusion:Staged and segmented two hybrid surgeries are safe and feasible for total repair of Debakey type Ⅰ aortic dissection and are associated with acceptable early and midterm outcomes.
4.Staged and segmented two hybrid surgeries for total repair of Debakey type Ⅰ aortic dissection: a series of 10 cases
Debin LIU ; Hong WANG ; Yanzhen WANG ; Cheng YU ; Shengxiong LIN ; Shiqun WU ; Zehui CAO ; Qiliang ZHANG
Chinese Journal of Surgery 2024;62(5):424-431
Objective:To examine the efficacy and experience of staged and segmented two hybrid surgeries for total repair of Debakey type Ⅰ aortic dissection (TIAD).Methods:This study was a retrospective case series. The clinic data of 10 patients with acute TIAD who were admitted to the Department of Cardiac Surgery, Second Hospital of Lanzhou University or the First People′s Hospital of Lanzhou, between January 2016 and August 2022, were retrospectively studied. Ten patients underwent hybrid surgeries in two hospitalizations (stages), including 7 males and 3 females with an age of (60±7) years (range: 49 to 71 years). In stage 1, the first type Ⅱ hybrid arch repair was performed to treat the ascending, total arch, and descending thoracic aorta for acute TIAD without circulatory arrest. In stage 2, the second hybrid surgery including infrarenal abdominal aorta replacement, visceral arteries bypass and endovascular thoracoabdominal aortic repair was performed to treat residual thoracoabdominal aortic dissection after the first hybrid operation (segmented). Basic data, preoperative concomitant diseases, high-risk factors, surgical approaches and postoperative complications of all important organs, as well as CT imaging were analyzed.Results:There was no death in the 20 hybrid surgical procedures. In stage 1 type Ⅱ hybrid surgery, 4 cases underwent reconstruction of the aortic sinutubular junction, while Bentall and David surgery was performed for 3 cases, respectively. A patient received coronary artery bypass grafting. Then all patients were sequentially treated with arch debranching and thoracic aortic endovascular repair. Postoperative complications included renal insufficiency (4/10), hemofiltration (1/10), hypoxemia (4/10), neurologic event (1/10) and type Ⅱ endoleak (1/10). Complete false lumen thrombosis occurred in 9/10 of the patients. All complications recovered successfully at discharge and the average hospital stay was (21±4) days (range: 16 to 28 days) in the first hospitalization. At stage 2, the second hybrid surgery was successfully performed in all patients. No paraplegia, hepatic or renal insufficiency, or endoleak occurred. However, branch graft embolism of the left renal artery was found in one patient 3 days after laparotomy, as well as of superior mesenteric artery in another. Superior mesenteric artery occlusion was successfully treated by endovascular recanalization. Complete false lumen thrombosis occurred in all patients. Although all patients had different degrees of intestinal dysfunction, they were gradually relieved at discharge, and the average hospital stay was (19±2)days (range:16 to 21 days) in the second hospitalization. During follow-up, CT angiography showed aortic remodeling in all patients.Conclusion:Staged and segmented two hybrid surgeries are safe and feasible for total repair of Debakey type Ⅰ aortic dissection and are associated with acceptable early and midterm outcomes.
5.Clinical characteristics and genetic analysis of a child with Char syndrome caused by TFAP2B gene variant
Bo HU ; Zongyuan LIU ; Xiaoman ZHANG ; Debin YANG ; Yuanzhe LI ; Haibei LI ; Shuanfeng FANG
Chinese Journal of Medical Genetics 2024;41(8):936-940
Objective:To explore the clinical features and genetic etiology of a child with Char syndrome.Methods:A child who was presented at the Department of Child Health, Henan Children′s Hospital in February 2022 was selected as the study subject. Clinical data of the child was collected, and peripheral blood samples of the child and her parents were collected for the extraction of genomic DNA. Whole exome sequencing was carried out, and candidate variants were verified by Sanger sequencing and bioinformatic analysis.Results:The child had mainly manifested facial dysmorphism, patent ductus arteriosus, growth retardation, curving of fifth fingers and middle toes. Whole exome sequencing revealed that she has harbored a heterozygous c. 944A>C (p.Glu315Ala) variant of the TFAP2B gene, which was verified to be de novo by Sanger sequencing. Based on the guidelines from the American College of Medical Genetics and Genomics (ACMG), the variant was rated to be likely pathogenic (PM1+ PM2_Supporting+ PM6+ PP3). Conclusion:The heterozygous c. 944A>C (p.Glu315Ala) variant of the TFAP2B gene probably underlay the Char syndrome in this child. Above finding has expanded the mutational and phenotypic spectra of the TFAP2B gene, which has facilitated early identification and diagnosis of Char syndrome.
6.Factors affecting the change of serum calcium and phosphorus after total parathyroidectomy
Yan YANG ; Jialong WU ; Boyang ZHANG ; Zhongfeng MA ; Peng QIN ; Debin JIN ; Meikun LIU ; Changdong YANG
Chinese Journal of General Surgery 2024;39(8):604-608
Objective:To investigate the factors affecting the change of serum calcium and phosphorus after total parathyroidectomy for secondary hyperparathyroidism(SHPT).Method:Sixty patients with secondary hyperparathyroidism undergoing total parathyroidectomy were selected.Gender, age, hemodialysis time, bone pain time, intravenous calcium supplementation time, blood parathyroid hormone(PTH), parathyroid mass, blood calcium, phosphorus and alkaline phosphatase at admission were tested to compare the correlation between postoperative calcium and phosphorus changes.Result:Blood calcium was: (2.50±0.02), (2.27±0.03), (1.97±0.03), (1.95±0.03), (1.95±0.03), (2.03±0.02) mmol/L at admission, 6 hours after surgery, 1, 2, 3 days after surgery, and when discharged. Blood phosphorus was: (2.32±0.07), (1.95±0.05), (1.65±0.06), (1.44±0.05), (1.35±0.36), (1.14±0.04) mmol/L and when discharged.There are differences between pairwise comparisons ( F=100.979, P<0.05; F=118.910, P<0.05). The blood PTH was (1 791±760) pg/ml, and the postoperative intravenous calcium supplementation time was (7.13±2.34) days. Blood PTH was positively correlated with bone pain time, blood phosphorus and parathyroid mass at admission ( t=-2.199, P<0.05; t=4.718, P<0.05; t=2.507, P<0.05). The time of intravenous calcium supplementation was positively correlated with ALP at admission ( t=3.098, P<0.05). Preoperative serum PTH > 1 430 pg/ml or ALP > 191 mmol/L were prone to hypocalcemia on the first day after surgery. Conclusions:The longer bone pain time, the higher blood phosphorus and the more obvious parathyroid hyperplasia were, the higher PTH was. The higher the ALP, the longer the time of intravenous calcium supplementation. Preoperative serum PTH and ALP values can be used as predictors of hypocalcemia on the first day after surgery.
7.Application and research progress of minimally invasive technique in pediatric cardiac surgery
Shiqun WU ; Shixiong WANG ; Zehui CAO ; Qiliang ZHANG ; Debin LIU
Chinese Journal of Thoracic and Cardiovascular Surgery 2023;39(7):428-435
With the continuous in-depth study of minimally invasive cardiac surgery(MICS), minimally invasive cardiac surgery in children has also been developed in this period, but there is still a certain gap compared with adults. Because of the large difference in body size and the low tolerance of surgery in children, minimally invasive cardiac surgery in children still has a short board on complex cardiac diseases. This article reviews several commonly used minimally invasive techniques: (1) small incision cardiac surgery; (2) thoracoscopic and robot-assisted cardiac surgery; (3) minimally invasive cardiopulmonary bypass(MiECC) and cardiac surgery to avoid cardiopulmonary bypass; (4) hybrid surgery and enhanced cardiac rehabilitation surgery(ERACS) in pediatric cardiac surgery and their application and research progress.
8.Open versus endovascular treatment of thoracoabdominal aortic aneurysms: parallel and controversia
Zehui CAO ; Qiliang ZHANG ; Shiqun WU ; Debin LIU
Chinese Journal of Thoracic and Cardiovascular Surgery 2023;39(10):634-640
Open surgery is currently the gold standard for the treatment of thoracoabdominal aortic aneurysm(TAAA), while endovascular aortic repair(EVAR) has also been widely carried out. Because it involves important branches supplying internal organs, the technical system for treating TAAA is particularly complex. However, with the advent of newer, low-cost, flexible stent systems, total endovascular repair techniques have become more feasible and attractive. For young and low-risk patients, the choice of open or endovascular treatment remains controversial. Despite the advantages of a minimally invasive procedure, EVAR carries a greater risk of spinal cord injury and may require secondary endovascular intervention to repair endoleak when its unique complication occurs, and the long-term durability after EVAR is not clear. This article reviews the open and endovascular treatment of TAAA, introduces the development of open surgery and endovascular repair, the advantages and disadvantages of various types of stents, and discusses how to select a more suitable surgical method for patients, providing clinicians with a treatment reference.
9.The correlation between recurrent laryngeal nerve invasion and papillary thyroid carcinoma with posterior capsular involvment
Jialong WU ; Changdong YANG ; Debin JIN ; Yan YANG ; Boyang ZHANG ; Peng QIN ; Xue GENG ; Zhongfeng MA
Chinese Journal of General Surgery 2023;38(10):734-737
Objective:To investigate the factors related to recurrent laryngeal nerve invasion in papillary thyroid carcinoma (PTC) with posterior capsular involvment.Methods:The data of 186 PTC patients admitted and operated from Jun 2017 to Jun 2022 were retrospectively analyzed. The invasion of recurrent laryngeal nerve was evaluated on its relation to gender, age, tumor size, Hashimoto's thyroiditis, lymph node metastasis in central region, BRAFV600E gene mutation especially PTC posterior capsular involvement.Results:The recurrent laryngeal nerve was invaded in 30 out of 186 patients. Univariate analysis showed that recurrent laryngeal nerve invasion was related to tumor size, Hashimoto's thyroiditis and cervical lymph node metastasis( χ2=6.964,4.814,6.078, P<0.05). Multivariate regression analysis showed that tumor size and lymph node metastasis in cervical region were independent risk factors for recurrent laryngeal nerve invasion(β=1.020,1.622, P<0.05). Hashimoto's thyroiditis was a protective factor for recurrent laryngeal nerve invasion (β=-1.881, P<0.05). Conclusions:When papillary thyroid carcinoma invaded the capsule, the risk of recurrent laryngeal nerve invasion was higher with larger tumor size and cervical lymph node metastasis, while Hashimoto's thyroiditis was a protective factor for the risk of recurrent nerve invasion.
10.Enzyme-instructed and mitochondria-targeting peptide self-assembly to efficiently induce immunogenic cell death.
Debin ZHENG ; Jingfei LIU ; Limin XIE ; Yuhan WANG ; Yinghao DING ; Rong PENG ; Min CUI ; Ling WANG ; Yongjie ZHANG ; Chunqiu ZHANG ; Zhimou YANG
Acta Pharmaceutica Sinica B 2022;12(6):2740-2750
Immunogenic cell death (ICD) plays a major role in cancer immunotherapy by stimulating specific T cell responses and restoring the antitumor immune system. However, effective type II ICD inducers without biotoxicity are still very limited. Herein, a tentative drug- or photosensitizer-free strategy was developed by employing enzymatic self-assembly of the peptide F-pY-T to induce mitochondrial oxidative stress in cancer cells. Upon dephosphorylation catalyzed by alkaline phosphatase overexpressed on cancer cells, the peptide F-pY-T self-assembled to form nanoparticles, which were subsequently internalized. These affected the morphology of mitochondria and induced serious reactive oxygen species production, causing the ICD characterized by the release of danger-associated molecular patterns (DAMPs). DAMPs enhanced specific immune responses by promoting the maturation of DCs and the intratumoral infiltration of tumor-specific T cells to eradicate tumor cells. The dramatic immunotherapeutic capacity could be enhanced further by combination therapy of F-pY-T and anti-PD-L1 agents without visible biotoxicity in the main organs. Thus, our results revealed an alternative strategy to induce efficient ICD by physically promoting mitochondrial oxidative stress.

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