1.Clinical application of an artificial intelligence system in predicting benign or malignant pulmonary nodules and pathological subtypes
Zhuowen YANG ; Zhizhong ZHENG ; Bin LI ; Yiming HUI ; Mingzhi LIN ; Jiying DANG ; Suiyang LI ; Chunjiao ZHANG ; Long YANG ; Liang SI ; Tieniu SONG ; Yuqi MENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(08):1086-1095
Objective To evaluate the predictive ability and clinical application value of artificial intelligence (AI) systems in the benign and malignant differentiation and pathological type of pulmonary nodules, and to summarize clinical application experience. Methods A retrospective analysis was conducted on the clinical data of patients with pulmonary nodules admitted to the Department of Thoracic Surgery, Second Hospital of Lanzhou University, from February 2016 to February 2025. Firstly, pulmonary nodules were divided into benign and non-benign groups, and the discriminative abilities of AI systems and clinicians were compared. Subsequently, lung nodules reported as precursor glandular lesions (PGL), microinvasive adenocarcinoma (MIA), and invasive adenocarcinoma (IAC) in postoperative pathological results were analyzed, comparing the efficacy of AI systems and clinicians in predicting the pathological type of pulmonary nodules. Results In the analysis of benign/non-benign pulmonary nodules, clinical data from a total of 638 patients with pulmonary nodules were included, of which there were 257 males (10 patients and 1 patient of double and triple primary lesions, respectively) and 381 females (18 patients and 1 patient of double and triple primary lesions, respectively), with a median age of 55.0 (47.0, 61.0) years. Different lesions in the same patient were analyzed as independent samples. Univariate analysis of the two groups of variables showed that, except for nodule location, the differences in the remaining variables were statistically significant (P<0.05). Multivariate logistic regression analysis showed that age, nodule type (subsolid pulmonary nodule), average density, spicule sign, and vascular convergence sign were independent influencing factors for non-benign pulmonary nodules, among which age, nodule type (subsolid pulmonary nodule), spicule sign, and vascular convergence sign were positively correlated with non-benign pulmonary nodules, while average density was negatively correlated with the occurrence of non-benign pulmonary nodules. The area under the receiver operating characteristic curve (AUC) of the malignancy risk value given by the AI system in predicting non-benign pulmonary nodules was 0.811, slightly lower than the 0.898 predicted by clinicians. In the PGL/MIA/IAC analysis, clinical data from a total of 411 patients with pulmonary nodules were included, of which there were 149 males (8 patients of double primary lesions) and 262 females (17 patients of double primary lesions), with a median age of 56.0 (50.0, 61.0) years. Different lesions in the same patient were analyzed as independent samples. Univariate analysis results showed that, except for gender, nodule location, and vascular convergence sign, the differences in the remaining variables among the three groups of PGL, MIA, and IAC patients were statistically significant (P<0.05). Multinomial multivariate logistic regression analysis showed that the differences between the parameters in the PGL group and the MIA group were not statistically significant (P>0.05), and the maximum diameter and average density of the nodules were statistically different between the PGL and IAC groups (P<0.05), and were positively correlated with the occurrence of IAC as independent risk factors. The average AUC value, accuracy, recall rate, and F1 score of the AI system in predicting lung nodule pathological type were 0.807, 74.3%, 73.2%, and 68.5%, respectively, all better than the clinical physicians’ prediction of lung nodule pathological type indicators (0.782, 70.9%, 66.2%, and 63.7% respectively). The AUC value of the AI system in predicting IAC was 0.853, and the sensitivity, specificity, and optimal cutoff value were 0.643, 0.943, and 50.0%, respectively. Conclusion This AI system has demonstrated high clinical value in predicting the benign and malignant nature and pathological type of lung nodules, especially in predicting lung nodule pathological type, its ability has surpassed that of clinical physicians. With the optimization of algorithms and the adequate integration of multimodal data, it can better assist clinical physicians in formulating individualized diagnostic and treatment plans for patients with lung nodules.
2.Clinical features and follow-up study on 55 patients with adolescence-onset methylmalonic acidemia
Xue MA ; Zhehui CHEN ; Huiting ZHANG ; Ruxuan HE ; Qiao WANG ; Yuan DING ; Jinqing SONG ; Ying JIN ; Mengqiu LI ; Hui DONG ; Yao ZHANG ; Mei LU ; Xiangpeng LU ; Huiqian CAO ; Yuqi WANG ; Yongxing CHEN ; Hong ZHENG ; Yanling YANG
Chinese Journal of Pediatrics 2024;62(6):520-525
Objective:To investigate the clinical features and outcomes of adolescence-onset methylmalonic acidemia (MMA) and explore preventive strategies.Methods:This was a retrospective case analysis of the phenotypes, genotypes and prognoses of adolescence-onset MMA patients. There were 55 patients diagnosed in Peking University First Hospital from January 2002 to June 2023, the data of symptoms, signs, laboratory results, gene variations, and outcomes was collected. The follow-ups were done through WeChat, telephone, or clinic visits every 3 to 6 months.Results:Among the 55 patients, 31 were males and 24 were females. The age of onset was 12 years old (range 10-18 years old). They visited clinics at Tanner stages 2 to 5 with typical secondary sexual characteristics. Nine cases (16%) were trigged by infection and 5 cases (9%) were triggered by insidious exercises. The period from onset to diagnosis was between 2 months and 6 years. Forty-five cases (82%) had neuropsychiatric symptoms as the main symptoms, followed by cardiovascular symptoms in 12 cases (22%), kidney damage in 7 cases (13%), and eye disease in 12 cases (22%). Fifty-four cases (98%) had the biochemical characteristics of methylmalonic acidemia combined with homocysteinemia, and 1 case (2%) had the isolated methylmalonic acidemia. Genetic diagnosis was obtained in 54 cases, with 20 variants identified in MMACHC gene and 2 in MMUT gene. In 53 children with MMACHC gene mutation,1 case had dual gene variants of PRDX1 and MMACHC, with 105 alleles. The top 5 frequent variants in MMACHC were c.482G>A in 39 alleles (37%), c.609G>A in 17 alleles (16%), c.658_660delAAG in 11 alleles (10%), c.80A>G in 10 alleles (10%), c.567dupT and c.394C>T both are 4 alleles (4%). All patients recovered using cobalamin, L-carnitine, betaine, and symptomatic therapy, and 54 patients (98%) returned to school or work.Conclusions:Patients with adolescence-onset MMA may triggered by fatigue or infection. The diagnosis is often delayed due to non-specific symptoms. Metabolic and genetic tests are crucial for a definite diagnosis. Treatment with cobalamin, L-carnitine, and betaine can effectively reverse the prognosis of MMA in adolescence-onset patients.
3.Comparison of Short-term Efficacy of Neoadjuvant Immunotherapy Combined with Chemotherapy and Surgery Alone for Locally Advanced Resectable Non-small Cell Lung Cancer
LI HAITIAN ; LIU QING ; LI BIN ; CHEN YUZHEN ; LIN JUNPING ; MENG YUQI ; FENG HAIMING ; ZHENG ZHIZHONG ; HUI YIMING
Chinese Journal of Lung Cancer 2024;27(6):421-430
Background and objective Lung cancer is the cancer with the highest incidence and mortality rates in China,and non-small cell lung cancer(NSCLC)accounts for 80%-85%of all malignant lung tumors.Currently,surgical treat-ment remains the primary treatment modality for lung cancer.In recent years,the effectiveness of immune checkpoint inhibi-tors for NSCLC has become a consensus,and neoadjuvant immunochemotherapy(nICT)has shown promising efficacy and safety in early to intermediate stage NSCLC.However,there are fewer studies related to nICT for locally advanced NSCLC.This study aims to evaluate the efficacy and safety of nICT therapy in locally advanced resectable NSCLC.Methods 85 con-firmed resectable stage ⅢA and ⅢB patients treated in the Department of Thoracic Surgery,Second Hospital of Lanzhou University,from January 2021 to April 2024,were divided into the nICT group(n=32)and the surgery alone group(n=53).Clinical baseline data,perioperative indicators,postoperative complications,imaging response rate,pathological response rate,incidence of adverse events,and quality of life were compared between the two groups.Results There were no statisti-cally significant differences in clinical baseline data between the two groups(P>0.05).Incidence of choosing thoracotomy was higher in the nICT group than in the surgery alone group(P=0.002).There were no significant differences in surgical time,intraoperative blood loss,number of dissected lymph nodes,duration of chest tube placement,postoperative hospital stay,and R0 resection rate between the two groups(P>0.05).The overall incidence of postoperative complications was 31.25%in the nICT group and 22.64%in the surgery alone group,with no statistically significant difference(P=0.380).In the nICT group,the objective response rate(ORR)was 84.38%,with 5 cases of complete response(CR)(15.63%),22 cases of partial response(PR)(68.75%),15 cases of pathological response rate(pCR)(46.88%),and 11 cases of major pathological reaponse(MPR)(34.38%).During nICT treatment,12 cases(37.50%)experienced grade 3 treatment-related adverse events,no death induced by adverse events or immune related adverse events.Moreover,the symptoms of the patients were improved after nICT treat-ment.Conclusion Neoadjuvant immunochemotherapy shows promising efficacy in locally advanced resectable NSCLC,with manageable treatment-related adverse events.It is a safe and feasible neoadjuvant treatment modality for locally advanced resectable NSCLC.
4.Illness experience of type 1 diabetes in adolescents: a Meta-synthesis
Dongtong TONG ; Yang ZOU ; Wenjuan YANG ; Jinrui HU ; Yuqi PENG ; Hongying ZHENG ; Lunfang XIE
Chinese Journal of Modern Nursing 2024;30(8):1023-1029
Objective:To systematically review the real experience of type 1 diabetes in adolescents.Methods:The qualitative research on the experience of type 1 diabetes in adolescents was electronically searched in PubMed, Web of Science, Embase, EBSCO, Cochrane Library, China Biology Medicine disc, WanFang Database, China National Knowledge Infrastructure, and VIP. The search period was from database establishment to July 2023. Two evidence-based trained researchers independently conducted literature screening and data extraction, and the results were integrated using the Meta-synthesis.Results:A total of 13 articles were included, 42 results were extracted and classified into 11 categories, which were integrated into four results, namely disease perception, complex psychological experiences, disease management, and post-traumatic growth.Conclusions:The awareness and psychological experience of type 1 diabetes in adolescents should be paid attention to. Medical institutions, families and schools should provide all-round support for adolescents with type 1 diabetes to help them enhance their disease self-management, improve their health outcomes and promote their post-traumatic growth.
5.The Study of Anti-inflammatory Effect of Acupuncture in Rats with Chronic Migraine Based on the α7nAChRs
Yuqi ZHENG ; Mingsheng SUN ; Yi LIU ; Mengdi ZHOU ; Leimiao YIN ; Ling ZHAO ; Dingjun CAI
World Science and Technology-Modernization of Traditional Chinese Medicine 2024;26(4):1050-1058
Objective To investigate the effect of acupuncture on the inflammatory changes of α7 nicotinic acetylcholine receptors(α7 nicotinic acetylcholine receptors,α7nAChRs)in rats with chronic migraine(CM).Methods Adult male SD rats were randomly divided into control group(VEH group),model group(NTG group),acupuncture group(TA group),α7nAChRs antagonist group(MLA group)and α7nAChRs agonist group(TA group)according to basic pain threshold.The rat model of CM was established by repeated subcutaneous injection of nitroglycerin(NTG)at the neck and back every other day.TA group and MLA group received acupuncture treatment one hour before NTG injection,20 minutes every day for 9 consecutive days.The MLA group was intraperitoneally injected with α7nAChRs antagonist MLA half an hours before acupuncture,and the PNU group was intraperitoneally injected with α7nAChRs agonist PNU-282987 half an hours before NTG injection,both groups were injected continuously for 9 days.The changes of paw withdrawal mechanical threshold(Paw Withdrawal Mechanical Threshold,PWMT)and tail-flick latency(Tail-Flick Latency,TFL)were detected by Von Frey and thermal radiation pain meter.The contents of inflammatory factors IL-1β,TNF-α and TGF-β in TNC and serum were determined by ELISA.The relative fluorescence intensity and co-expression of GFAP and α7nAChRs in TNC were detected by immunofluorescence dual labeling method.Results Compared with VEH group,PWMT and TFL in NTG group were significantly decreased(P<0.05 or P<0.01),the contents of IL-1β(P<0.01)and TNF-α(P<0.01,P<0.05)in serum and TNC were significantly increased;and in TNC,the astrocytes were activated significantly(P<0.01),while the relative fluorescence intensity of α7nAChRs and the co-expression of GFAP and α7nAChRs were significantly decreased(P<0.05,P<0.01).Compared with NTG group,PWMT and TFL in TA group were increased(P<0.05 or P<0.01),the contents of IL-1β(P<0.01)and TNF-α(P<0.01,P<0.05)in serum and TNC were increased;and in TNC,the relative fluorescence intensity of GFAP was significantly decreased(P<0.01),however the relative fluorescence intensity of α7nAChRs and the co-expression of GFAP and α7nAChRs were significantly increased(P<0.01).Compared with MLA group,PWMT and TFL in TA groups and PNU groups were significantly increased(P<0.05 or P<0.01).The contents of IL-1β(P<0.05)and TNF-α(P<0.01)in serum and TNC of TA group were increased,while the contents of TGF-β(P<0.05)were decreased.The contents of IL-1β in serum and TNC of PNU group were decreased(P<0.01,P<0.05),while the contents of TGF-β(P<0.01)were significantly increased.Conclusions Acupuncture can effectively relieve CM inflammatory response and hypersensitivity to pain,and its anti-inflammatory and analgesic effects may be related to the up-regulation of α7nAChRs expression.
6.Effect and safety of PD-1/PD-L1 inhibitors combined with chemotherapy in the neoadjuvant therapy of resectable non-small cell lung cancer: A systematic review and meta-analysis of single-group rate
Haitian LI ; Qing LIU ; Bin LI ; Yuzhen CHEN ; Yuqi MENG ; Zhizhong ZHENG ; Yiming HUI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(08):1198-1205
Objective To systematically evaluate the effect and safety of neoadjuvant PD-1/PD-L1 inhibitors combined with chemotherapy for resectable non-small cell lung cancer (NSCLC). Methods The PubMed, EMbase, The Cochrane Library, CNKI, and Wanfang data were searched by computer to identify relevant studies on anti PD-1 /PD-L1 combined with chemotherapy for resectable NSCLC from inception to March 2023. Two authors independently screened the literature, extracted the data, and evaluated the risk of bias in the included studies. The single-arm study was evaluated for quality using the methodological index for non-randomized studies (MINORS). Meta-analysis was conducted by RevMan 5.4 software. Results Twenty-six studies with 965 patients were included in this meta-analysis. MINORS scores of single-arm studies were ≥12 points. The meta-analysis results showed that the pooled pathologic complete response, major pathologic response, and objective response rates as well as partial response, surgical rate and R0 surgical resection rate of neoadjuvant PD-1/PD-L1 inhibitors combined with chemotherapy were 39% [RD=0.39, 95%CI (0.31, 0.47) ], 59% [RD=0.59, 95%CI (0.53, 0.65) ], 72% [RD=0.72, 95%CI (0.65, 0.80) ], 62% [RD=0.62, 95%CI (0.56, 0.69) ], 86% [RD=0.86, 95%CI (0.81, 0.92) ], and 94% [RD=0.94, 95%CI (0.92, 0.97) ], respectively. In terms of safety, the rate of adverse events (AEs) was 65% [RD=0.65, 95%CI (0.52, 0.78) ], and the rate of grade 3 to 5 AEs was 16% [RD=0.16, 95%CI (0.10, 0.23) ]. Conclusion The combination of neoadjuvant PD-1/PD-L1 inhibitors with chemotherapy has good efficacy and safety in the treatment of patients with resectable NSCLC.
7.Effects of Acupuncture on Gut Microbiota and Central Iinflammation in Rat Model of Migraine based on"Gut-Brain"Theory
Mingsheng SUN ; Xingyu CHEN ; Mengdi ZHOU ; Yi LIU ; Yuqi ZHENG ; Siying HUANG ; Dingjun CAI ; Ling ZHAO
World Science and Technology-Modernization of Traditional Chinese Medicine 2023;25(8):2726-2734
Objective Based on the theory of"gut-brain",this study explored the effect of acupuncture on the gut microbiota and central inflammation in migraine model rats,in order to explore the mechanism of acupuncture in the treatment of migraine from the perspective of"gut-brain".Methods The migraine rat model was established by subcutaneous injection of nitroglycerin.They were randomly divided into a model group and an acupuncture group,with 6 rats in each group,and a control group with 6 rats for conventional binding and fixation.Before modeling and on the 1st,5th,and 9th days after modeling,each group used electronic VonFrey to measure the plantar mechanical pain threshold of rats.After the experiment,Elisa was used to detect the expression levels of inflammatory factors IL-6 and TNF-α in the central trigeminal spinal nucleus of the rats in each group.Three-generation Pacbio full-length microbial diversity sequencing was used to perform 16S full-length rDNA sequencing on each group of fecal samples to detect the operational taxonomic unit(OTU)clustering and its abundance,Alpha diversity index,Beta diversity index,species among the samples in each group.differences in abundance.Results In migraine model rats,plantar mechanical pain threshold was significantly decreased(P<0.01),central IL-6 and TNF-α contents were significantly increased(P<0.01),and the structure and abundance of gut microbiota were abnormal.change(P<0.01).Continuous acupuncture treatment can significantly increase the plantar mechanical pain threshold in migraine rats(P<0.01),regulate the diversity of gut microbiota in migraine rats,increase Lactobacillus murine,and reduce the abundance of Lactobacillus enterobacteriaceae.degree(P<0.05),and decreased the levels of IL-6 and TNF-α in the central nervous system of migraine model rats(P<0.01).Conclusion Acupuncture can exert the"gut-brain"anti-inflammatory and analgesic effect of acupuncture in the treatment of migraine by regulating the gut microbiota structure and the expression of central IL-6 and TNF-α inflammatory factors in migraine model rats.
8.Effect of Acupuncture on Sensitization of Zusanli(ST36)in Rats with Different Functional States
Xinye LUO ; Baitong LIU ; Linghuo ZENG ; Yuqi ZHENG ; Wenchuan QI ; Dingjun CAI
World Science and Technology-Modernization of Traditional Chinese Medicine 2023;25(12):4039-4046
Objective To investigates the effect of acupuncture on sensitization of Zusanli(ST36)in rats with different functional states by using healthy and knee osteoarthritis model rats.Methods Male SD rats were randomly divided into control,model,model-acupuncture and blank-acupuncture group,with 7 rats in each group.KOA rat model was prepared by intra-articular injection of 1 mg·50 μL-1 monoiodoacetic aci(MIA)in model group and model-acupuncture group.On the second day of modeling,acupuncture treatment was performed on the left Zusanli of the model acupuncture group and the blank-acupuncture group,once everyday for 20 min,5 times as a course of treatment,2 days between courses.The general condition,knee joint diameter,plantar thermal pain threshold and Lequesne MG score of rats was observed before modeling and after acupuncture.Observing the morphology of knee joint cartilage to judge whether the model is successful,measuring the mechanical pain threshold of Zusanli to investigate the acupoint sensitization,observing and counting the morphology of skin mast cells in the acupoint area,and detecting the expression of skin calcitonin gene-related peptide(CGRP)in the acupoint area.Results The mechanical pain threshold of Zusanli after acupuncture in model group and blank-acupuncture group decreased significantly after modeling(P<0.01,P<0.05),compared with the control group,the change rate of mechanical pain threshold in model group and blank-acupuncture group increased significantly(P<0.05),compared with the model group,the mechanical pain threshold of Zusanli in the model-acupuncture group decreased significantly(P<0.01).Compared with the control group,the fluorescence intensity of CGRP protein in the skin tissue of Zusanli in the model group increased significantly(P<0.01),MC degranulation rate increased significantly(P<0.05),and there was no significant difference in the fluorescence intensity of CGRP protein of Zusanli in the blank-acupuncture group(P>0.05),MC degranulation rate increased obviously(P<0.01),CGRP protein of Zusanli in the model-acupuncture group was significantly reduced compared with the model group(P<0.01),and there was no significant difference in the degranulation rate of MC(P>0.05).Conclusion Acupoint sensitization can occur in different functional states of rats.Zusanli(ST36)of KOA model rats can be sensitized,and acupuncture stimulation can make Zusanli sensitization caused by disease disappear.Under physiological conditions,acupuncture stimulation can induce similar sensitization phenomenon.
9. Construction and application of inflammatory bowel disease cohort database
Xiaoping WU ; Tao ZHENG ; Jingyuan FANG ; Jinlu TONG ; Zhijun CAO ; Yuqi QIAO
Chinese Journal of Gastroenterology 2023;28(4):237-242
Under the organization of Renji Hospital, Shanghai Jiao Tong University School of Medicine, a specialized disease database of inflammatory bowel disease (IBD) cohort was deployed, and a brief introduction of the database was made in this article. The IBD data set was established by referring to domestic and foreign standards. Through data extraction, cleaning, normalization and other information processing technologies, data from multi‑source heterogeneous platform were arranged to form a specialized major disease database of IBD cohort and the efficiency and quality of data collection in clinical practice, teaching and scientific research were guaranteed. The display and personalized export capacities of the database can promote the researches on IBD and assist the clinical decision‑making. It provides not only efficient, comprehensive and reliable research‑level data support for scientific research, but also a precise guidance for diagnosis and treatment of the disease. Furthermore, it can excavate the potential clinical principles based on medical big data.
10.Current Status of Drug Development and Implementation for Diseases Included in the Second Catalog of Rare Diseases
Kexin LI ; Kun ZHAO ; Jiayin ZHENG ; Yuqi YANG ; Linkang LI
JOURNAL OF RARE DISEASES 2023;2(4):596-601
The National Health Commission of the People′s Republic of China and six other departments jointly released the Second Catalog of Rare Diseases, which expanded the definition of rare diseases in China. The expansion of the catalog means greater attention to rare diseases at the national level, and is also expected to accelerate the launch of relevant rare disease drugs and benefit more rare disease patients. When the new rare disease catalog released, it is necessary to quickly sort out the availability of drugs and find out the base number for the advancement of subsequent relevant measures. This paper searched official medical information websites and medical databases such as the National Medical Products Administration (NMPA), the Center for Drug Evaluation (CDE), and foreign drug regulatory agencies, and sorted out and summarized the subject categories of diseases included in the Second Catalog of Rare Diseases, the corresponding global research and development and implementation of drugs, as well as the medical insurance access situation in China, elaborates on the differences in the accessibility of orphan drugs at home and abroad. As China′s prevention, treatment and protection of rare diseases has reached a new point, plans and prospects are made for the introduction of relevant policies in the future, as well as the promotion of research and development and protection and other key tasks.

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