1.Expert consensus on the application of artificial intelligence in lung cancer screening, diagnosis, and treatment (2026 edition)
Wenzhao ZHONG ; Haibo WANG ; Yi HU ; Hao ZHANG ; Jigang DAI ; Junqiang FAN ; Guibin QIAO ; Fan YANG ; Jian HU ; Fengwei TAN ; Xuening YANG ; Qiang PU ; Zihao CHEN ; Hongxia TIAN ; Lunxu LIU ; Hecheng LI ; Xiaolong YAN ; Zongyang YU ; Zhenbin QIU ; Yihua SUN ; Jing HU ; Yuhang SHI ; Zhifei GUO ; Peng ZHANG ; Kezhong CHEN ; Shugeng GAO ; Yilong WU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(06):848-856
With the continuous deepening of the concept of precision diagnosis and treatment for lung cancer, how to achieve higher efficiency and accuracy in the screening, diagnosis, and treatment pathways in clinical practice has become an important issue that urgently needs to be overcome. The current clinical difficulty lies in the fact that despite continuous advancements in imaging and molecular diagnostic technologies, there are still limitations in manual efficiency and subjective experience when it comes to massive data analysis and multi-scale feature extraction. Artificial intelligence (AI), especially algorithm systems based on deep learning, is an innovative technology capable of deeply empowering medical big data. This method utilizes algorithms such as convolutional neural networks, combined with radiomics, pathomics, and multi-modal data fusion analysis, demonstrating immense potential in early precise detection and benign-malignant differentiation of pulmonary nodules, digital pathological subtype recognition and non-invasive prediction of driver genes, precise 3D surgical planning and automatic delineation of radiotherapy target volumes, as well as dynamic risk warning during follow-up. This innovative technology provides a brand-new solution for realizing intelligent and individualized lung cancer diagnosis and treatment models. This consensus, based on the latest evidence from evidence-based medicine and combined with the development trends in the AI field and real-world clinical needs, was ultimately formed by gathering the consensus opinions of multidisciplinary experts in radiology, pathology, thoracic surgery, and other fields. The main content covers the application specifications of AI in the three core scenarios of lung cancer screening, diagnosis, and treatment, the technical standards for data collection and algorithm validation, as well as the ethical and regulatory challenges faced at the current stage. It aims to clarify the applicable boundaries of AI as a clinical auxiliary decision support tool, providing scientific guidance and standardized exploration directions for peers currently engaged in or planning to carry out AI-assisted clinical diagnosis, treatment, and translation of lung cancer.
2.The Medial Prefrontal Cortex-Basolateral Amygdala Circuit Mediates Anxiety in Shank3 InsG3680 Knock-in Mice.
Jiabin FENG ; Xiaojun WANG ; Meidie PAN ; Chen-Xi LI ; Zhe ZHANG ; Meng SUN ; Tailin LIAO ; Ziyi WANG ; Jianhong LUO ; Lei SHI ; Yu-Jing CHEN ; Hai-Feng LI ; Junyu XU
Neuroscience Bulletin 2025;41(1):77-92
Anxiety disorder is a major symptom of autism spectrum disorder (ASD) with a comorbidity rate of ~40%. However, the neural mechanisms of the emergence of anxiety in ASD remain unclear. In our study, we found that hyperactivity of basolateral amygdala (BLA) pyramidal neurons (PNs) in Shank3 InsG3680 knock-in (InsG3680+/+) mice is involved in the development of anxiety. Electrophysiological results also showed increased excitatory input and decreased inhibitory input in BLA PNs. Chemogenetic inhibition of the excitability of PNs in the BLA rescued the anxiety phenotype of InsG3680+/+ mice. Further study found that the diminished control of the BLA by medial prefrontal cortex (mPFC) and optogenetic activation of the mPFC-BLA pathway also had a rescue effect, which increased the feedforward inhibition of the BLA. Taken together, our results suggest that hyperactivity of the BLA and alteration of the mPFC-BLA circuitry are involved in anxiety in InsG3680+/+ mice.
Animals
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Prefrontal Cortex/metabolism*
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Basolateral Nuclear Complex/metabolism*
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Mice
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Anxiety/metabolism*
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Nerve Tissue Proteins/genetics*
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Male
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Gene Knock-In Techniques
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Pyramidal Cells/physiology*
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Mice, Transgenic
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Neural Pathways/physiopathology*
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Mice, Inbred C57BL
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Microfilament Proteins
3.Activation of Centromedial Amygdala GABAergic Neurons Produces Hypotension in Mice.
Xiaoyi WANG ; Ziteng YUE ; Luo SHI ; Wei HE ; Liuqi SHAO ; Yuhang LIU ; Jinye ZHANG ; Shangyu BI ; Tianjiao DENG ; Fang YUAN ; Sheng WANG
Neuroscience Bulletin 2025;41(5):759-774
The central amygdala (CeA) is a crucial modulator of emotional, behavioral, and autonomic functions, including cardiovascular responses. Despite its importance, the specific circuit by which the CeA modulates blood pressure remains insufficiently explored. Our investigations demonstrate that photostimulation of GABAergic neurons in the centromedial amygdala (CeMGABA), as opposed to those in the centrolateral amygdala (CeL), produces a depressor response in both anesthetized and freely-moving mice. In addition, activation of CeMGABA axonal terminals projecting to the nucleus tractus solitarius (NTS) significantly reduces blood pressure. These CeMGABA neurons form synaptic connections with NTS neurons, allowing for the modulation of cardiovascular responses by influencing the caudal or rostral ventrolateral medulla. Furthermore, CeMGABA neurons targeting the NTS receive dense inputs from the CeL. Consequently, stimulation of CeMGABA neurons elicits hypotension through the CeM-NTS circuit, offering deeper insights into the cardiovascular responses associated with emotions and behaviors.
Animals
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GABAergic Neurons/physiology*
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Male
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Central Amygdaloid Nucleus/physiopathology*
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Hypotension/physiopathology*
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Mice
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Blood Pressure/physiology*
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Mice, Inbred C57BL
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Solitary Nucleus/physiology*
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Photic Stimulation
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Neural Pathways/physiology*
4.Study on the influential factors of blood concentration for duloxetine based on therapeutic drug monitoring
Yang LUN ; Liguang DUAN ; Feiyue AN ; Ran FU ; Jing YU ; Chaoli CHEN ; Mengqiang ZHAO ; Shi SU ; Yang SONG ; Jiaqi WANG ; Yuhang YAN ; Chunhua ZHOU
China Pharmacy 2025;36(6):727-731
OBJECTIVE To explore the main factors influencing the blood concentration of duloxetine, and provide a scientific basis for the individualized use of duloxetine. METHODS Retrospective analysis was conducted on 434 inpatients with depressive disorders at the First Hospital of Hebei Medical University, who were treated with duloxetine and underwent blood concentration monitoring between January 2022 and April 2024. The study examined the impact of various factors, including gender, age, body mass index (BMI), gene phenotypes, combined medication, drug type (original/generic), and genotyping results of gene single nucleotide polymorphism loci, on blood concentration and the concentration-to-dose (C/D) after dose adjustment. RESULTS The blood concentration of duloxetine was 76.65 (45.57, 130.31) ng/mL, and C/D was 0.96 (0.63, 1.60) ng·d/(mL·mg). The blood concentration of duloxetine was positively correlated with the daily dose of administration (R2=0.253 7, P<0.001). Blood concentration of duloxetine in 38.94% of patients exceeded the recommended range specified in the guidelines. Gender, age, BMI, combined use of CYP2D6 enzyme inhibitors, and CYP2D6 and CYP1A2 phenotypes had significant effects on C/D of duloxetine (P<0.05). CONCLUSIONS The patient’s age, gender, BMI, combined medication, and genetic phenotypes are closely related to the blood concentration of duloxetine.
5.Performance comparison of domestic and imported CD3/CD28 activation beads for CAR-T cell manufacturing
Xianzheng WEI ; Shuyu ZHANG ; Yuhang JIN ; Pu WANG ; Xu WANG ; Junnian ZHENG ; Dan LIU ; Ming SHI
Chinese Journal of Cancer Biotherapy 2025;32(5):492-497
Objective:To compare the performance differences of domestic and imported CD3/CD28 activation beads for manufacturing CAR-T cells,providing a backup or alternative for domestic CAR-T cell research and manufacture.Methods:A mature protocol using imported CD3/CD28 activation beads with a 1∶1 ratio for CD3+T cells was implemented as research control.Domestic beads were used with gradient ratios of 1∶2,1∶1,and 2∶1 to activate T cells.72 h after T cell activation,CAR-T cells were manufactured by CAR lentiviral infection and cell proliferation was monitored at 2-,4-,and 7-days post-infection.Flow Cytometry was used to detect CAR-T cell positivity 5 days after infection and to detectCD4/CD8 phenotype of CAR-T cells and PD1+TIM3+cell exhaustion ratio 8 days after infection.Results:CAR-T cells manufactured by domestic CD3/CD28 activation beads exhibited similar phenotype compared with those manufactured by imported CD4/CD8 beads.The positive rate of CAR-T cells prepared with domestic beads was slightly lower than that of imported beads(53.7%vs 57.9%).However,the proliferation of CAR-T cells manufactured by domestic beads was about twice that of cells manufactured by imported beads,and the exhaustion level was only half that of imported beads(4.21%vs 7.91%).Moreover,the use of domestic magnetic beads was lower than that of imported magnetic beads,which was advantageous for cutting the costs of CAR-T cells research and manufacture.Conclusion:Domestic CD3/CD28 activation beads used for CAR-T cells manufacturing demonstrate comparable overall performance to their imported counterparts,showing potential as a backup or alternative for imported beads.
6.Sacral neuromodulation effective for neurogenic bladder: a Meta-analysis
Yuhang SU ; Wenqiang QI ; Benkang SHI
Journal of Modern Urology 2024;29(4):353-358
【Objective】 To evaluate the efficacy of sacral neuromodulation (SNM) in the treatment of neurogenic bladder (NB) with Meta-analysis, so as to provide reference for clinical treatment options for NB. 【Methods】 Relevant literatures regarding the efficacy of SNM in treating NB during Jan.2010 and Dec.2022 were collected from the PubMed and CNKI databases, and screened with inclusion and exclusion criteria.After the quality of literatures was assessed, data were extracted and then analyzed using Review Manager 5.3. 【Results】 The research included 14 studies involving 601 patients.Meta-analysis showed that SNM significantly improved urinary frequency (WMD=4.30, 95%CI: 2.84-5.77, P<0.01), daily episodes of urinary incontinence (WMD=2.92, 95%CI: 2.76-3.07, P<0.01), single void volume (WMD=-113.93, 95%CI: -159.91- -67.98, P<0.01), maximum flow rate (WMD=-3.23, 95%CI: -4.04- -2.42, P<0.01), residual urine (WMD=111.79, 95%CI: 79.93-143.64, P<0.01), maximum bladder capacity (WMD=-65.63, 95%CI: -84.38- -46.88, P<0.01), and bladder compliance (WMD=-4.65, 95%CI: -8.75- -0.55, P=0.03). 【Conclusion】 SNM is effective in the treatment of NB, but more randomized controlled trials are needed to verify the efficacy.
7.Pelvic Obliquity During Standing and Walking in Adolescent Idiopathic Scoliosis with Lumbar Curvature
Weihong SHI ; Lixia CHEN ; Wangshu YUAN ; Yuhang ZHANG ; Houqiang ZHANG ; Huiling ZHANG ; Yuying YANG ; Jiandong LU
Medical Journal of Peking Union Medical College Hospital 2024;15(1):124-129
8.Effect of sodium sivelestat on expression of SPMs synthesis enzymes in mice with lipopolysaccharide-induced acute lung injury
Chuanning LIU ; Jia SHI ; Yuhang LI ; Meiling PIAO ; Huayang LIU ; Qiujia LI ; Jianbo YU
Chinese Journal of Anesthesiology 2024;44(11):1386-1390
Objective:To evaluate the effect of sodium sivelestat on the expression of specialized pro-resolving mediators (SPMs) synthesis enzymes in mice with lipopolysaccharide (LPS)-induced acute lung injury (ALI).Methods:Eighteen SPF healthy male C57BL/6 mice, aged 6-8 weeks, weighing 20-25 g, were divided into 3 groups ( n=6 each) using a random number table method: control group (C group), LPS-induced ALI group (ALI group), and LPS-induced ALI + sodium sivelestat group (ALI+ SV group). ALI was induced by intravenous injection of LPS 15 mg/kg through the tail vein. Sodium sivelestat 50 mg/kg was intraperitoneally injected at 1 h after LPS administration. At 12 h after LPS administration, blood samples were collected from the eyeballs for routine blood tests, and the remaining blood was processed for serum extraction. The mice were sacrificed after anesthesia, and lung tissues were collected to determine the wet/dry weight (W/D) ratio, serum concentrations of interleukin-1beta (IL-1β) and IL-10 (by enzyme-linked immunosorbent assay), expression of neutrophil elastase (NE) and SPMs synthesis enzymes 5-lipoxygenase (5-LOX), 12-lipoxygenase (12-LOX), and 15-lipoxygenase (15-LOX) in lung tissues (by Western blot) and to examine the pathological changes of lung tissues which were scored. Results:Compared with C group, the lung injury scores, W/D ratio, white blood cell counts, percentage of neutrophil, and serum IL-1β and IL-10 concentrations were significantly increased, the expression of NE was up-regulated, and the expression of 5-LOX, 12-LOX and 15-LOX was down-regulated in ALI group ( P<0.05). Compared with ALI group, the lung injury scores, W/D ratio, white blood cell counts, percentage of neutrophil, and serum IL-1β concentration were significantly decreased, the serum IL-10 concentration was increased, the expression of NE was down-regulated, and the expression of 5-LOX, 12-LOX and 15-LOX was up-regulated in ALI+ SV group ( P<0.05). Conclusions:The mechanism by which sodium sivelestat alleviates LPS-induced ALI may be related to up-regulating the expression of SPMs synthesis enzyme and promoting the resolution of pulmonary inflammation in mice.
9.Safety and Risk Control Study of Inhalation Preparation Based on CiteSpace
Zhengran WEI ; Yanqiong JIANG ; Tianzi SHI ; Yuanxuan CAI ; Yuhang ZHAO ; Xiaofang SHANGGUAN ; Rui HUANG ; Ke LI
Herald of Medicine 2024;43(6):993-999
Objective To analyze the hot spots,rules and distribution on safety research of inhalation preparations at home and abroad in the past 20 years,and to summarize the current status of safety and risk control research on inhalation preparations.Methods This reaserch is based on the literature related to the safety and risk control of inhalation preparations in the core collection database of the Web of Science.With the help of Excel 2021 and CiteSpace6.1.R3,visualized processing and analysis were carried out on the annual number of publications,countries,institutions,authors,co-occurrence of keywords,clustering and prominence.Results A total of 365 articles were included,the annual publication number in the field of the safety and risk control of inhalation preparations was less than 30 per year from 2002 to 2018.But since 2019,the number of articles published this year has exceeded 30.Through the analysis of the cooperation network of countries and institutions,the top four countries in terms of publication volume are the United States,the United Kingdom,Germany,and China,and the top three institutions are AstraZeneca,GlaxoSmithKline and Pfizer.Through the analysis of the author cooperation network,the cooperation network between European and American authors was formed earlier,and a certain research group has appeared in 2002.In contrast,a more concentrated cooperation network has been formed in China in 2020.Conclusions In the past 20 years,the research on inhalation preparations has mainly focused on their safety and efficacy,while there are few studies on their risk control.There is a disconnect between safety assessment and risk assessment,and the future focus maybe focused on the adverse reaction assessment and risk management research of inhalation preparations.
10.Different methods in predicting mortality of pediatric intensive care units sepsis in Southwest China
Rong LIU ; Zhicai YU ; Changxue XIAO ; Shufang XIAO ; Juan HE ; Yan SHI ; Yuanyuan HUA ; Jimin ZHOU ; Guoying ZHANG ; Tao WANG ; Jianyu JIANG ; Daoxue XIONG ; Yan CHEN ; Hongbo XU ; Hong YUN ; Hui SUN ; Tingting PAN ; Rui WANG ; Shuangmei ZHU ; Dong HUANG ; Yujiang LIU ; Yuhang HU ; Xinrui REN ; Mingfang SHI ; Sizun SONG ; Jumei LUO ; Juan LIU ; Juan ZHANG ; Feng XU
Chinese Journal of Pediatrics 2024;62(3):204-210
Objective:To investigate the value of systemic inflammatory response syndrome (SIRS), pediatric sequential organ failure assessment (pSOFA) and pediatric critical illness score (PCIS) in predicting mortality of pediatric sepsis in pediatric intensive care units (PICU) from Southwest China.Methods:This was a prospective multicenter observational study. A total of 447 children with sepsis admitted to 12 PICU in Southwest China from April 2022 to March 2023 were enrolled. Based on the prognosis, the patients were divided into survival group and non-survival group. The physiological parameters of SIRS, pSOFA and PCIS were recorded and scored within 24 h after PICU admission. The general clinical data and some laboratory results were recorded. The area under the curve (AUC) of the receiver operating characteristic curve was used to compare the predictive value of SIRS, pSOFA and PCIS in mortality of pediatric sepsis.Results:Amongst 447 children with sepsis, 260 patients were male and 187 patients were female, aged 2.5 (0.8, 7.0) years, 405 patients were in the survival group and 42 patients were in the non-survival group. 418 patients (93.5%) met the criteria of SIRS, and 440 patients (98.4%) met the criteria of pSOFA≥2. There was no significant difference in the number of items meeting the SIRS criteria between the survival group and the non-survival group (3(2, 4) vs. 3(3, 4) points, Z=1.30, P=0.192). The pSOFA score of the non-survival group was significantly higher than that of the survival group (9(6, 12) vs. 4(3, 7) points, Z=6.56, P<0.001), and the PCIS score was significantly lower than that of the survival group (72(68, 81) vs. 82(76, 88) points, Z=5.90, P<0.001). The predictive value of pSOFA (AUC=0.82) and PCIS (AUC=0.78) for sepsis mortality was significantly higher than that of SIRS (AUC=0.56) ( Z=6.59, 4.23, both P<0.001). There was no significant difference between pSOFA and PCIS ( Z=1.35, P=0.176). Platelet count, procalcitonin, lactic acid, albumin, creatinine, total bilirubin, activated partial thromboplastin time, prothrombin time and international normalized ratio were all able to predict mortality of sepsis to a certain degree (AUC=0.64, 0.68, 0.80, 0.64, 0.68, 0.60, 0.77, 0.75, 0.76, all P<0.05). Conclusion:Compared with SIRS, both pSOFA and PCIS had better predictive value in the mortality of pediatric sepsis in PICU.

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