Electroencephalogram (EEG) is a non-invasive, high temporal-resolution technique for monitoring brain activity. However, affected by the volume conduction effect, EEG has a low spatial resolution and is difficult to locate brain neuronal activity precisely. The surface Laplacian (SL) technique obtains the Laplacian EEG (LEEG) by estimating the second-order spatial derivative of the scalp potential. LEEG can reflect the radial current activity under the scalp, with positive values indicating current flow from the brain to the scalp (“source”) and negative values indicating current flow from the scalp to the brain (“sink”). It attenuates signals from volume conduction, effectively improving the spatial resolution of EEG, and is expected to contribute to breakthroughs in neural engineering. This paper provides a systematic overview of the principles and development of SL technology. Currently, there are two implementation paths for SL technology: current source density algorithms (CSD) and concentric ring electrodes (CRE). CSD performs the Laplace transform of the EEG signals acquired by conventional disc electrodes to indirectly estimate the LEEG. It can be mainly classified into local methods, global methods, and realistic Laplacian methods. The global method is the most commonly used approach in CSD, which can achieve more accurate estimation compared with the local method, and it does not require additional imaging equipment compared with the realistic Laplacian method. CRE employs new concentric ring electrodes instead of the traditional disc electrodes, and measures the LEEG directly by differential acquisition of the multi-ring signals. Depending on the structure, it can be divided into bipolar CRE, quasi-bipolar CRE, tripolar CRE, and multi-pole CRE. The tripolar CRE is widely used due to its optimal detection performance. While ensuring the quality of signal acquisition, the complexity of its preamplifier is relatively acceptable. Here, this paper introduces the study of the SL technique in resting rhythms, visual-related potentials, movement-related potentials, and sensorimotor rhythms. These studies demonstrate that SL technology can improve signal quality and enhance signal characteristics, confirming its potential applications in neuroscientific research, disease diagnosis, visual pathway detection, and brain-computer interfaces. CSD is frequently utilized in applications such as neuroscientific research and disease detection, where high-precision estimation of LEEG is required. And CRE tends to be used in brain-computer interfaces, that have stringent requirements for real-time data processing. Finally, this paper summarizes the strengths and weaknesses of SL technology and envisages its future development. SL technology boasts advantages such as reference independence, high spatial resolution, high temporal resolution, enhanced source connectivity analysis, and noise suppression. However, it also has shortcomings that can be further improved. Theoretically, simulation experiments should be conducted to investigate the theoretical characteristics of SL technology. For CSD methods, the algorithm needs to be optimized to improve the precision of LEEG estimation, reduce dependence on the number of channels, and decrease computational complexity and time consumption. For CRE methods, the electrodes need to be designed with appropriate structures and sizes, and the low-noise, high common-mode rejection ratio preamplifier should be developed. We hope that this paper can promote the in-depth research and wide application of SL technology.

ObjectiveThis study aims to develop and validate a novel multimodal predictive model， termed criss-cross network（CCNet）-directed graph neural network（DGNN）（CGN）， for accurate assessment of pulmonary nodule progression in high-risk individuals for lung cancer， by integrating longitudinal chest computed tomography（CT） imaging with both traditional Chinese and western clinical evaluation data. MethodsA cohort of 4 432 patients with pulmonary nodules was retrospectively analyzed. A twin CCNet was employed to extract spatiotemporal representations from paired sequential CT scans. Structured clinical assessment and imaging-derived features were encoded via a multilayer perceptron， and a similarity-based alignment strategy was adopted to harmonize multimodal imaging features across temporal dimensions. Subsequently， a DGNN was constructed to integrate heterogeneous features， where nodes represented modality-specific embeddings and edges denoted inter-modal information flow. Finally， model optimization was performed using a joint loss function combining cross-entropy and cosine similarity loss， facilitating robust classification of nodule progression status. ResultsThe proposed CGN model demonstrated superior predictive performance on the held-out test set， achieving an area under the receiver operating characteristic curve（AUC） of 0.830， accuracy of 0.843， sensitivity of 0.657， specificity of 0.712， Cohen's Kappa of 0.417， and F₁ score of 0.544. Compared with unimodal baselines， the CGN model yielded a 36%-48% relative improvement in AUC. Ablation studies revealed a 2%-22% increase in AUC when compared to simplified architectures lacking key components， substantiating the efficacy of the proposed multimodal fusion strategy and modular design. Incorporation of traditional Chinese medicine （TCM）-specific symptomatology led to an additional 5% improvement in AUC， underscoring the complementary value of integrating TCM and western clinical data. Through gradient-weighted activation mapping visualization analysis， it was found that the model's attention predominantly focused on nodule regions and effectively captured dynamic associations between clinical data and imaging-derived features. ConclusionThe CGN model， by synergistically combining cross-attention encoding with directed graph-based feature integration， enables effective alignment and fusion of heterogeneous multimodal data. The incorporation of both TCM and western clinical information facilitates complementary feature enrichment， thereby enhancing predictive accuracy for pulmonary nodule progression. This approach holds significant potential for supporting intelligent risk stratification and personalized surveillance strategies in lung cancer prevention.

This article introduces a recent paper published in JAMA titled " Tirzepatide for weight reduction in Chinese adults with obesity: The SURMOUNT-CN randomised clinical trial". The paper details the design, results, and implications of a randomized controlled clinical study of the efficacy and safety of tirzepatide in overweight/obese adults in China(SURMOUNT-CN). This study represents the first Chinese evidence supporting tirzepatide for the treatment of obesity, offering a potent therapeutic option for the prevention and treatment of obesity and weight-related comorbidity.

Follicular lymphoma (FL) is highly heterogeneous with different histopathologic grades. Its biological characteristics and clinical management are different. This study retrospectively analyzed 18F-FDG PET-CT metabolic parameters, clinical features, and their relationship with prognosis in 161 FL patients with different histopathological grades (grade 1-2, grade 3A, grade 3B) at the Shanxi Cancer Hospital. There were 93 cases in the grade 1-2 group, 40 cases in the grade 3A group, and 28 cases in the grade 3B group. The expression of LDH, CD10, EZH2, c-Myc, and CD37 proteins was correlated with histological grade (grade 1-2, grade 3A, and grade 3B) (all P values<0.05) . The SUVmax, TLG, TBR, and TLR for the three groups were different (all P values<0.05) . The optimal thresholds of SUVmax, MTV, TLG, TBR, and TLR for predicting FL disease progression were 8.32, 201.31, 2 342.55, 6.56, and 3.52, respectively, and the rate of disease progression increased in patients with higher thresholds (all P value<0.05) . β 2-MG (>2.3 μg/L) , Follicular lymphoma international prognostic index-1 (FLIPI-1) score (3-5 points) , negative CD37 expression, positive c-Myc expression, and TLG (>2 342.55 g) were all independent risk factors for PFS in the FL patients ( HR=3.609, 2.509, 0.255, 3.506, 13.531, all P value<0.05) . 18F-FDG PET-CT is a powerful complement to FL histopathological grading and the combination of the two may better predict the prognosis of FL patients.

More than 300 million people worldwide suffer from asthma, and the incidence is increasing year by year. As one of the most common chronic diseases, asthma is an immune-mediated inflammatory disease with complex triggering mechanisms and strong heterogeneity. With the in-depth study of physiological and pathological mechanisms, therapeutic small molecule and hormone drugs have been introduced to control and treat most patients, but about 5% - 10% of patients still suffer from various subtypes of difficult to control and treat asthma, that is, severe asthma. In the past decade, with the rapid development of bio-pharmaceutical research, protein and antibody have become the key drugs for the treatment of severe asthma with high efficacy, high specificity and high safety. However, biological drugs are usually administered by injection, they cannot be noninvasive and directly delivered into the lung to quickly absorb and take effect. Therefore, there is an urgent need for the introduction of inhaled biologics with quick effectiveness, convenience, economy and safety in clinical. The review summarizes the existing small molecule, hormone and biological therapy drugs, and summarizes the development of inhalable biological agents of asthma, and analyzes the future prospects of the inhalable biological drugs, which is designed to deepen the perception of the direction of the inhalable biological drugs research, and update the information of the field, in order to provide reference for the development of more inhalable biologics.

Catheter-related bloodstream infection(CRBSI)is an important factor leading to death in patients with venous catheterization.Selection of catheter locking solution has become an important part in maintaining venous catheter.Locking solution with different chemical components have different effects on preventing CRBSI.There-fore,selecting a suitable and effective solution for locking is an important method to reduce the occurrence of CRB-SI.This paper reviews different types of domestic and foreign locking solutions with single or compound chemical compositions in the prevention of CRBSI,so as to provide theoretical reference for clinical health care workers in the selection and further research in locking solution.

More than 300 million people world-wide suffer from asthma,and the incidence is in-creasing year by year.As one of the most common chronic diseases,asthma is an immune-mediated inflammatory disease with complex triggering mechanisms and strong heterogeneity.With the in-depth study of physiological and pathological mech-anisms,therapeutic small molecule and hormone drugs have been introduced to control and treat most patients,but about 5％-10％of patients still suffer from various subtypes of difficult to control and treat asthma,that is,severe asthma.In the past decade,with the rapid development of bio-pharmaceutical research,protein and antibody have become the key drugs for the treatment of se-vere asthma with high efficacy,high specificity and high safety.However,biological drugs are usually administered by injection,they cannot be noninva-sive and directly delivered into the lung to quickly absorb and take effect.Therefore,there is an ur-gent need for the introduction of inhaled biologics with quick effectiveness,convenience,economy and safety in clinical.The review summarizes the existing small molecule,hormone and biological therapy drugs,and summarizes the development of inhalable biological agents of asthma,and ana-lyzes the future prospects of the inhalable biologi-cal drugs,which is designed to deepen the percep-tion of the direction of the inhalable biological drugs research,and update the information of the field,in order to provide reference for the develop-ment of more inhalable biologics.

More than 300 million people world-wide suffer from asthma,and the incidence is in-creasing year by year.As one of the most common chronic diseases,asthma is an immune-mediated inflammatory disease with complex triggering mechanisms and strong heterogeneity.With the in-depth study of physiological and pathological mech-anisms,therapeutic small molecule and hormone drugs have been introduced to control and treat most patients,but about 5％-10％of patients still suffer from various subtypes of difficult to control and treat asthma,that is,severe asthma.In the past decade,with the rapid development of bio-pharmaceutical research,protein and antibody have become the key drugs for the treatment of se-vere asthma with high efficacy,high specificity and high safety.However,biological drugs are usually administered by injection,they cannot be noninva-sive and directly delivered into the lung to quickly absorb and take effect.Therefore,there is an ur-gent need for the introduction of inhaled biologics with quick effectiveness,convenience,economy and safety in clinical.The review summarizes the existing small molecule,hormone and biological therapy drugs,and summarizes the development of inhalable biological agents of asthma,and ana-lyzes the future prospects of the inhalable biologi-cal drugs,which is designed to deepen the percep-tion of the direction of the inhalable biological drugs research,and update the information of the field,in order to provide reference for the develop-ment of more inhalable biologics.

More than 300 million people world-wide suffer from asthma,and the incidence is in-creasing year by year.As one of the most common chronic diseases,asthma is an immune-mediated inflammatory disease with complex triggering mechanisms and strong heterogeneity.With the in-depth study of physiological and pathological mech-anisms,therapeutic small molecule and hormone drugs have been introduced to control and treat most patients,but about 5％-10％of patients still suffer from various subtypes of difficult to control and treat asthma,that is,severe asthma.In the past decade,with the rapid development of bio-pharmaceutical research,protein and antibody have become the key drugs for the treatment of se-vere asthma with high efficacy,high specificity and high safety.However,biological drugs are usually administered by injection,they cannot be noninva-sive and directly delivered into the lung to quickly absorb and take effect.Therefore,there is an ur-gent need for the introduction of inhaled biologics with quick effectiveness,convenience,economy and safety in clinical.The review summarizes the existing small molecule,hormone and biological therapy drugs,and summarizes the development of inhalable biological agents of asthma,and ana-lyzes the future prospects of the inhalable biologi-cal drugs,which is designed to deepen the percep-tion of the direction of the inhalable biological drugs research,and update the information of the field,in order to provide reference for the develop-ment of more inhalable biologics.

More than 300 million people world-wide suffer from asthma,and the incidence is in-creasing year by year.As one of the most common chronic diseases,asthma is an immune-mediated inflammatory disease with complex triggering mechanisms and strong heterogeneity.With the in-depth study of physiological and pathological mech-anisms,therapeutic small molecule and hormone drugs have been introduced to control and treat most patients,but about 5％-10％of patients still suffer from various subtypes of difficult to control and treat asthma,that is,severe asthma.In the past decade,with the rapid development of bio-pharmaceutical research,protein and antibody have become the key drugs for the treatment of se-vere asthma with high efficacy,high specificity and high safety.However,biological drugs are usually administered by injection,they cannot be noninva-sive and directly delivered into the lung to quickly absorb and take effect.Therefore,there is an ur-gent need for the introduction of inhaled biologics with quick effectiveness,convenience,economy and safety in clinical.The review summarizes the existing small molecule,hormone and biological therapy drugs,and summarizes the development of inhalable biological agents of asthma,and ana-lyzes the future prospects of the inhalable biologi-cal drugs,which is designed to deepen the percep-tion of the direction of the inhalable biological drugs research,and update the information of the field,in order to provide reference for the develop-ment of more inhalable biologics.