1.Application and Thinking of Deep Learning in Predicting Lateral Cervical Lymph Node Metastasis of Papillary Thyroid Cancer
Shengli SHAO ; Jiheng WANG ; Shanting LIU
Cancer Research on Prevention and Treatment 2025;52(1):36-41
Papillary thyroid carcinoma (PTC) can exhibit lateral neck lymph node metastasis at an early stage. Lateral neck lymph node metastasis is a crucial factor affecting the prognosis of PTC and is an absolute indication for neck lymph node dissection surgery. Additionally, it is a relative contraindication of endoscopic surgery for most medical centers. Therefore, the preoperative identification of lateral neck lymph node metastasis is vital for surgical decision-making and prognosis assessment. Ultrasound, CT, cytology, and clinical features can provide some information on lateral neck lymph node metastasis, but their accuracy does not fully meet clinical needs. Deep learning is a primary method for medical image recognition or feature extraction. In recent years, deep learning-based ultrasound, CT, cytology, conventional clinical parameters, or multimodal models combining these data have been developed and are expected to achieve routine clinical application. With the establishment and sharing of large datasets, automated annotation, algorithm optimization, and resolution of data security issues, deep learning is expected to accurately predict lateral neck lymph node metastasis in PTC. Furthermore, it can be integrated into electronic medical record systems for automated real-time analysis and assist clinical decision-making.
2.Research advances in quantitative electroencephalography and RAPID perfusion parameters in the poor prognosis after thrombectomy for acute ischemic stroke
Journal of Apoplexy and Nervous Diseases 2025;42(6):563-567
Acute large-vessel occlusive ischemic stroke has high disability and mortality rates,causing a great burden to social economy and health care system. Mechanical thrombectomy has become the standard treatment method for this disease,but some patients still have poor prognosis after successful recanalization of blood vessels,and therefore,it is important to explore the factors that can be used to judge the poor prognosis of patients. Quantitative electroencephalography can quantify and objectively assess the changing process of brain function in patients,and RAPID perfusion parameters based on brain CTP can rapidly quantify the local blood perfusion of brain tissue. This combination of perfusion neuroimaging and electrophysiological activity can quantify the severity of ischemia associated with cerebral infarction and functional damage to neurons. This article reviews the application value of these two methods in the prognostic evaluation of stroke.
3.The value of multi slice spiral CT in the diagnosis of bilateral Wilms tumor in children
Jiaojing LIU ; Lufang CHEN ; Bin ZHENG ; Shengli SHI ; Pange WANG
Journal of Practical Radiology 2024;40(1):96-99
Objective To investigate the application value of multi slice spiral computed tomography(MSCT)in the diagnosis of bilateral Wilms tumor(BWT)in children.Methods The clinical and CT data of 7 children with BWT confirmed by clinical,imaging and pathology were analyzed retrospectively,and all cases underwent CT plain scanning and enhancement CT.Results Two cases were complicated with hypospadias,1 case with cryptorchidism,and 1 case with WAGR syndrome.There were 19 lesions in 14 kid-neys in 7 cases.The lesions were single in 10 kidneys and multiple in 4 kidneys on CT.CT flat scan showed that there were 3 solid lesions,16 cystic lesions,and there were different degrees of necrotic cystic changes inside,2 combined with bleeding,10 calcification,15 clear boundaries,and 4 exudation around.CT enhancement showed that the tumor body was unevenly strengthened,the necrotic cystic area was not strengthened,and the residual renal parenchyma was significantly strengthened.The typical signs were crescent signs and cuddle-ball signs,with 1 case of left renal venous thrombosis and 1 case of the invasion of renal pelvis.Conclusion MSCT can be used in the preoperative diagnosis of BWT in children,to evaluate the effect of chemotherapy and the postoperative evaluation,and to follow-up with and without recurrence and metastasis,so as to provide an important value for clinical diagnosis and treatment.
4.CT findings and clinical value analysis of ovarian torsion in children
Jiaojing LIU ; Pange WANG ; Lele KANG ; Shengli SHI
Journal of Practical Radiology 2024;40(2):275-277,296
Objective To investigate the characteristics of CT findings in pediatric ovarian torsion and improve the understanding of pediatric ovarian torsion.Methods The clinical and CT data of 20 cases of ovarian torsion confirmed by pathology and/or surgery were analyzed retrospectively,based on the timing of ovarian torsion,they were divided into fetal and non-fetal groups.All 20 cases underwent plain CT scan and 11 cases underwent CT enhancement.Results All of the 20 cases were unilateral duplication,including 12 cases right and 8 cases left.There were 8 cases of ovarian torsion in the fetal group,all of them were visited with the finding of abdominal mass.The eggshell calcification on CT manifestations was found in 8 cases,and 2 cases of pelvic effusion.There were 12 cases of ovarian torsion in the non-fetal group,all of them presented with abdominal pain,CT showed the disc sign in 7 cases,peduncular protrusion sign in 6 cases,adnexal bleeding sign in 2 cases,subcapsular effusion sign in 2 cases,the uterus displaced to the ipsilateral ovary in 6 cases and pelvic effusion in 10 cases.The disc sign and peduncular protrusion sign were direct signs for the diagnosis of ovarian torsion,and the adnexal bleeding sign and subcapsular effusion sign suggested the possibility of necrosis.Conclusion Pediatric ovarian torsion CT findings with typical signs such as disc sign,peduncular protrusion sign,adnexal bleeding sign and subcapsular effusion sign,combined with clinical history,a more accurate diagnosis can be given,providing assistance in clinical treatment.
5.Correlations of pontine biological indicators on fetal brain median sagittal MRI with gestational week
Lingxiu HOU ; Bingguang LIU ; Ying YUAN ; Yimei LIAO ; Qiaozhen ZHU ; Hongbo GUO ; Ying TAN ; Huiying WEN ; Fang YAN ; Shengli LI
Chinese Journal of Medical Imaging Technology 2024;40(1):88-92
Objective To observe the correlations of pontine biological indicators on fetal brain median sagittal MRI with gestational week.Methods Data of head MRI of 226 normal fetuses without obvious abnormalities of central nervous system(normal group)and 17 fetuses with abnormalities(abnormal group)at gestational age of 23 to 38 weeks were retrospectively analyzed.Pontine biological indicators based on median sagittal MRI were obtained,including pons anteroposterior diameter(PAD),total pons area(TPA),pontine basal anteroposterior length(AP),pontine basal cranio-caudal length(CC),basis pontis area(BPA)and pontine angle of midbrain(MAP).According to the gestational week,the fetuses of normal group were divided into 8 subgroups.The distributing ranges of pontine biological indicators at different gestational weeks were analyzed,and the correlations of pontine biological indicators with gestational week in normal group were explored,and the developmental status of fetal pons in abnormal group were assessed.Results In normal group,PAD,TPA,AP,CC and BPA all showed linear positive correlation(r=0.887,0.914,0.787,0.866,0.865,all P<0.001),while MAP was not significantly correlated with gestational week(P>0.05).Among 17 fetuses in abnormal group,abnormal PAD or TPA was found each in 8 fetuses,abnormal AP was observed in 14,abnormal CC was noticed in 3 and abnormal BPA was found in 11 fetuses.Conclusion Fetal pontine biological indicators such as PAD,TPA,AP,CC and BPA on median sagittal MRI were positively correlated with gestational week,hence being able to be used for evaluating fetal pontine development.
6.Effects of Electroacupuncture at "Fengchi" (GB 20), "Yanglingquan" (GB 34) and "Waiguan" (TE 5) on PPARγ/NF-κB Signalling Pathway in Trigeminal Vascular System in Acute Migraine Model Rats
Zhuozhong HE ; Lei TAN ; Yixiang ZENG ; Shengli ZHOU ; Haojia WEN ; Yang YANG ; Runze TU ; Wei'ai LIU ; Ke HE ; Lei FU
Journal of Traditional Chinese Medicine 2024;65(23):2468-2475
ObjectiveTo investigate the possible mechanism of electroacupuncture at Fengchi (GB 20), Yanglingquan (GB 34) and Waiguan (TE 5) for acute migraine attacks by peroxisome proliferator-activated receptor γ/ nuclear transcription factor-κB pathway in the trigeminal neurovascular system. MethodsForty SD rats were randomly divided into blank group, model group, electroacupuncture group, electroacupuncture plus inhibitor group, and agonist group, 8 rats in each group. Except for the blank group, rats were injected with inflammation decoction intracranial catheter to establish rat models of acute migraine. Thirty minutes after modelling, the electroacupuncture group was given 0.9% NaCl solution by intraperitoneal injection and then electroacupuncture at "Fengchi" (GB 20), "Yanglingquan" (GB 34), and "Waiguan" (TE 5) for 30 mins; the electroacupuncture plus inhibitor group was given PPARγ inhibitor T0070907 (1.5 mg/kg) and eclectroacupuncture as the above for 30 mins; the agonist group was given PPARγ inhibitor pioglitazone hydrochloride (10 mg/kg) for 30 mins. Rats in the blank group and the model group were injected intraperitoneally with 0.9% NaCl solution and then bound and restrained for 30 mins. Behavioural scores were evaluated before modelling, 30 mins after modelling (pre-intervention) and post-intervention; after the last behavioural test, PPARγ, NF-κB p65 mRNA content in rat dura mater was detected by real-time fluorescence quantitative PCR; protein expression of PPARγ, NF-κB p65, interleukin 6 (IL-6), tumour necrosis factor α (TNF-α) in spinal trigeminal nucleus of rats was detected by protein blotting; immunofluorescence double-labelling method was used to detect the fluorescence intensity of PPARγ, NF-κB p65 in spinal trigeminal nucleus of rats. ResultsCompared with the blank group at the same time, the behavioural scores of rats in the remaining groups increased after modelling and after intervention (P<0.01). Compared with the model group at the same time, the beha-vioural scores of rats in the electroacupuncture group, electroacupuncture plus inhibitor group, and agonist group decreased after the intervention (P<0.01). Compared with the electroacupuncture group at the same time, beha-vioural scores reduced in the agonist group and elevated in the electroacupuncture plus inhibitor group after intervention (P<0.01). Compared with the blank group, expression of PPARγ and NF-κB p65 mRNA elevated in the dura mater of rats in the model group, and expression of PPARγ, NF-κB p65, IL-6, and TNF-α protein enhanced in spinal trigeminal nucleus, and the fluorescence intensity of PPARγ and NF-κB p65 enhanced (P<0.01). Compared with the model group, PPARγ mRNA expression in dura mater elevated and NF-κB p65 mRNA expression reduced in each intervention group, PPARγ protein expression in spinal trigeminal nucleus enhanced, and NF-κB p65, IL-6, and TNF-α protein expression weakened; in the electroacupuncture group and the agonist group, PPARγ fluorescence intensity enhanced, and the fluorescence intensity of NF-κB p65 weakened in each intervention group (P<0.05 or P<0.01). Compared with the electroacupuncture group, in the electroacupuncture plus inhibitor group, PPARγ mRNA, protein expression and fluorescence intensity reduced, NF-κB p65 mRNA, protein expression and fluorescence intensity elevated, and IL-6 and TNF-α protein expression enhanced; in the agonist group, PPARγ mRNA and protein expression elevated, NF-κB p65 mRNA and protein expression reduced, and IL-6 and TNF-α protein expression decreased (P<0.05 or P<0.01). ConclusionElectroacupuncture at "Fengchi" (GB 20), "Yanglingquan" (GB 34) and "Waiguan" (TE 5) can can reduce the symptoms of acute migraine attacks in rats, and its mechanism may be related to the up-regulation of PPARγ expression and the reduction of NF-κB expression, thus inhibiting the neurogenic inflammatory response.
7.Establishment and validation of intelligent detection model for acute promyelocytic leukemia based on contrastive learning in complete blood cell analysis
Shengli SUN ; Jianying LI ; Heqing LIAN ; Bairui LI ; Dan LIU ; Geng WANG ; Xin WANG ; Yuan HUANG ; Jianping ZHANG ; Qian CHEN ; Wei WU
Chinese Journal of Clinical Laboratory Science 2024;42(4):252-255
Objective To establish an intelligent detection algorithm model for acute promyelocytic leukemia(M3 model)based on a contrast large model using machine learning statistical software and validate its effectiveness.Methods The data from 8 256 outpa-tients and inpatients who underwent complete blood cell analysis at Peking Union Medical College Hospital were retrieved and analyzed using the laboratory information system(LIS)and hospital information system(HIS).A M3 screening model was established and vali-dated using the data from outpatients and inpatients who underwent complete blood cell analysis at our hospital from July to October 2023.Results The M3 model demonstrated potential application value in screening for M3 disease in complete blood cell analysis,which showed certain efficacy in screening for neutrophil toxicity changes,particularly in identifying two cases of blue-green inclusion bodies in neutrophils.Conclusion The M3 model exhibited low specificity for M3 diagnosis.Future research should focus on increas-ing the number of M3-positive cases to optimize the model,ensuring high sensitivity while improving specificity.This model will provide assistance for the intelligent review of complete blood cell analysis.
8.Analysis of the incidence and symptomatology of low anterior resection syndrome after laparoscopic anterior resection for rectal cancer
Zhang WANG ; Shengli SHAO ; Lu LIU ; Qiyi LU ; Lei MU ; Jichao QIN
Chinese Journal of Gastrointestinal Surgery 2024;27(1):69-74
Objective:This study aims to explore the temporal trend of Low Anterior Resection Syndrome (LARS) and its symptoms after laparoscopic anterior resection for rectal cancer.Methods:A retrospective cohort study design was employed. The study included primary rectal (adenocarcinoma) cancer patients who underwent laparoscopic anterior resection at Tongji Hospital, Huazhong University of Science and Technology, between January 1, 2010, and December 31, 2020. Complete medical records and follow-up data at 3, 6, 9, 12, and 18 months postoperatively were available for all patients. A total of 1454 patients were included, of whom 1094 (75.2%) were aged ≤65 years, and 597 (41.1%) were females. Among them, 1040 cases (71.5%) had an anastomosis-to-anus distance of 0-5cm, and 86 cases (5.9%) received neoadjuvant treatment. All patients completed the Chinese version of the LARS questionnaire and their LARS occurrence and specific symptom information were recorded at 3, 6, 9, 12, and 18 months postoperatively. Considering past literature and clinical experience, further subgroup analyses were performed to explore the potential impact factors on severe LARS, including anastomosis level, preoperative neoadjuvant therapy, postoperative adjuvant therapy, and the presence of preventive stoma.Results:The occurrence rates of LARS at 3, 6, 9, 12, and 18 months postoperatively were 78.5% (1142/1454), 71.4% (1038/1454), 55.0% (799/1454), 45.7% (664/1454), and 45.7% (664/1454), respectively (χ 2=546.180 , P<0.001). No statistically significant difference was observed between the 12-month and 18-month time points ( P>0.05). When compared with the symptoms at 3 months, the occurrence rates of gas incontinence [1.7% (24/1454) vs. 33.9% (493/1454)], liquid stool incontinence [3.9% (56/1454) vs. 41.9% (609/1454)], increased stool frequency [79.6% (1158/1454) vs. 95.9% (1395/1454)], stool clustering [74.3% (1081/1454) vs. 92.9% (1351/1454)], and stool urgency [46.5% (676/1454) vs. 78.7% (1144/1454)] in the LARS symptom spectrum were significantly alleviated at 12 months (all P<0.05) and remained stable beyond 12 months (all P>0.05). With the extension of postoperative time, the incidence rates of severe LARS exhibited a decreasing trend in different subgroups, of anastomosis level, preoperative neoadjuvant therapy, postoperative adjuvant therapy, and the presence of preventive stoma, and reached stability at 12 months postoperatively (all P>0.05). Conclusion:LARS and its specific symptom profile showed a trend of gradual improvement over time up to 1 year postoperatively, and stabilized after more than 1 year. Increased stool frequency and stool clustering are the most common features of abnormal bowel dys function, which improve slowly after surgery.
9.Efficacy of color Doppler ultrasound-guided percutaneous nephrostomy in the treatment of anastomotic leakage after laparoscopic pyeloplasty in children
Xiangyang CHU ; Luping LI ; Junjie ZHANG ; Shengli ZHANG ; Xiaojiang HAN ; Xiang ZHAO ; Pengpeng LIU ; Bin YU ; Chunyu CHEN ; Yuchen LIU ; Nuoxian LI ; Yingzhong FAN
Chinese Journal of Urology 2024;45(8):587-591
Objective:To investigate the efficacy of color Doppler ultrasound-guided percutaneous nephrostomy in the treatment of anastomotic leakage after laparoscopic pyeloplasty.Methods:A retrospective analysis was performed for the data of 15 children with peritoneal irritation after LP who were admitted to the First Affiliated Hospital of Zhengzhou University from January 2018 to January 2023, of which 10 cases were anastomotic leaks and 5 cases were with renal pelvic blood clots. There were 12 males and 3 females. Age (4.2±2.7) years. The lesions were located on the left side of 11 cases and on the right side of 4 cases. All 15 cases had varying degrees of nausea, vomiting, abdominal pain and other symptoms. Physical examination: the children all showed painful faces and tense abdominal muscles. 15 patients had a preoperative pain score of 9.5 (8, 10). Ultrasound examination showed that the anterior and posterior diameters of renal pelvis separation were (34.93±4.86) mm, the anterior and posterior diameter/renal parenchymal thickness of renal pelvis separation was 15.66±1.02, renal dynamic nuclear imaging shows the renal function of the affected side was (29.69±1.71)%. Thirteen cases had the above symptoms before the abdominal drainage tube was removed, and the time of symptom onset was (3.3±1.1) days after surgery, of which 8 cases had a large increase in abdominal drainage, and color Doppler ultrasonography showed a large amount of fluid in the intra-abdominal intestinal space (about 500 ml). In 5 cases, the intraperitoneal drainage volume did not increase, and color Doppler ultrasonography showed strong echo in the renal pelvis, and blood clots were considered. All 13 patients were placed in the prone position under local anesthesia and underwent color Doppler ultrasound-guided percutaneous nephrostomy. The remaining 2 cases had abdominal drainage tube removed on the 3rd day after surgery, and peritoneal irritation signs appeared on the 4th and 6th days after surgery, respectively. Color Doppler ultrasonography showed that there was a large amount of fluid in the intra-abdominal intestinal space, and color Doppler ultrasound-guided peritoneal puncture and drainage + prone percutaneous nephrostomy was performed in the supine position under local anesthesia, and the biochemical analysis of the peritoneal puncture drainage fluid was confirmed to be anastomotic urine leakage. The drainage volume and urine output of 15 cases of peritoneal puncture drainage and pyelostomy were recorded, and the relief of nausea and vomiting symptoms and the score of postoperative pain after percutaneous nephrostomy were recorded. The changes of hydronephrosis and renal function before and after percutaneous nephrostomy were compared.Results:In this study, 15 patients underwent percutaneous nephrostomy with a duration of (16.8±1.9) min. The symptoms of nausea and vomiting disappeared after operation, and the pain scores were 3.2(2, 4) and 0.4(0, 2) at 2 h and 12 h after operation, respectively, which were statistically significant compared with those before operation ( P<0.01). In 13 children with simple percutaneous nephrostomy, the abdominal drainage tube was removed on (3.6±0.8) days and (8.6±1.0) days after percutaneous nephrostomy. In 2 children with peritoneal puncture and drainage plus percutaneous nephrostomy, the abdominal drainage tube was removed 3 days after the fistula operation, and the pyelostomy tube was removed 8 days after the fistula operation. The anterior and posterior diameters of renal pelvis separation were (10.87±4.05), (10.13±3.50) and (9.13±3.11) mm by color Doppler ultrasound at 3, 6 and 12 months after LP operation, respectively, and there were statistically significant differences compared with preoperative comparisons ( P<0.01).The diameter before and after renal pelvis separation was (7.60±2.86) mm, the diameter before and after renal pelvic separation/renal parenchymal thickness was 1.97±0.22, and the renal function was (39.23±2.66)% at 24 months after operation, which was statistically significant compared with that before operation ( P<0.01). Conclusions:Color Doppler ultrasound-guided percutaneous nephrostomy can effectively alleviate symptoms in the early stage, which could help to the healing of ureteral anastomosis, and has less trauma and short operation course.
10.Effect of extracorporeal shock wave on phosphoproteomics of spinal cord in rats with diabetic neuralgia
Bowei ZHANG ; Shengli YE ; Jie ZHANG ; Taixin YANG ; Yunqin LIU ; Chunjing HE
Chinese Journal of Anesthesiology 2024;44(8):991-999
Objective:To evaluate the effect of extracorporeal shock wave on the phosphoproteomics of the spinal cord in rats with diabetic neuralgia.Methods:Thirty-six healthy male SPF-grade Sprague-Dawley rats, aged 2 months, weighing 200-250 g, were divided into 3 groups ( n=12 each) using the random number table method: control group (group C), diabetic neuralgia group (group D), and extracorporeal shock wave + diabetic neuralgia group (group E). The rats were continuously fed a common diet in group C, while the rats were fed a high-sugar and high-fat diet for 8 weeks in D and E groups. Streptozotocin 35 mg/kg was intraperitoneally injected, and the successful induction of diabetic neuralgia was defined as the blood glucose >14.6 mmol/L and the mechanical paw withdrawal threshold (MWT) and thermal paw withdrawal latency (TWL) ≤85% of baseline values. Group E received extracorporeal shock wave treatment after developing the model, with 1, 000 shocks per session at a frequency of 10 Hz and an energy of 1.0 bar, once per week for a total of 4 sessions. The MWT and TWL were measured before developing the model (T 0) and at 1, 2, 3 and 4 weeks after developing the model (T 1-T 4). After the last extracorporeal shock wave treatment, the rats were anesthetized and sacrificed, and lumbar spinal cord tissues were obtained for proteomic analysis and for detection of the expression of glial fibrillary acidic protein (GFAP), interleukin-1beta (IL-1β), and tumor necrosis factor-alpha (TNF-α) (by immunohistochemistry). Results:Compared with group C, the MWT and TWL were significantly decreased at T 1-T 4 in D and E groups ( P<0.05). Compared with group D, the MWT and TWL were significantly increased at T 1-T 4 in group E ( P<0.05). The results of phosphoproteomics screening revealed 284 differentially phosphorylated proteins in D and C groups, 282 in E and C groups, and 303 in E and D groups ( P<0.05). The results of immunohistochemistry showed that the expression of GFAP, IL-1β and TNF-α was significantly up-regulated in group D compared with group C ( P<0.05); the expression of GFAP, IL-1β and TNF-α was significantly down-regulated in group E compared with group D ( P<0.05). Conclusions:The mechanism by which extracorporeal shock wave alleviates diabetic neuralgia is related to inhibition of astrocyte activation and excessive phosphorylation of mGluR5 in rats.

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