Objective To analyze the effect of serum lactate dehydrogenase(LDH)and β2-microglobulin(β2-MG)on therapeutic efficacy of the first-line chemotherapy regimen for Waldenstr?m Macroglobulinemia(WM).Methods Data were collected from 113 WM patients admitted from March 2019 to February 2024.All patients completed the established first-line chemotherapy regimen and were divided into the response group(n=85)and the non-response group(n=28).The general data between the two groups were compared,with a focus on analyzing the risk factors for non-response to first-line chemotherapy in WM patients and evaluating the predictive value of serum LDH and β2-MG for the efficacy of first-line chemotherapy.Result The non-responsive group had a higher risk of prognosis based on International Prognostic Scoring System(IPSS),a higher rate of MYD88 L265P mutation,higher TP53 deletion/mutation ratio,and higher proportion of bone marrow lymphoplasmacytic cells,as well as higher serum LDH and β2-MG expression than the response group(P＜0.01).Multivariate logistic regression analysis revealed that risk factors for non-response to first-line chemotherapy in WM patients included a high-risk prognosis based on IPSS,an increased proportion of bone marrow lymphoplasmacytic cells,and higher rate of MYD88 L265P mutation and TP53 deletion/mutation,as well as elevated serum LDH and β2-MG levels(P＜0.05).The area under the curve of serum LDH and β2-MG for predicting the risk of non-response to first-line chemotherapy in WM patients was 0.796 and 0.783 respectively.Through interaction analysis,serum LDH and β2-MG had a positive interaction effect on non-response to chemotherapy in WM patients.Conclusion The non-response to first-line chemotherapy in WM patients is related to abnormal increase in serum LDH and β2-MG.Pre-chemotherapy detection of LDH and β2-MG level has certain predictive value for the risk of non-response to chemotherapy,and the simultaneous increase of both may lead to a higher risk of non-response to chemotherapy.

Objective::To examine the impact of hypertensive disorders of pregnancy (HDP) on offspring metabolomics.Methods::We searched five databases: PubMed, Ovid Embase, MEDLINE, Web of Science, and China National Knowledge Infrastructure, and included studies that reported metabolomics among human offspring born to HDP-complicated pregnancies.Results::Database search yielded 4054 articles, and after full-text screening, ten observational studies met inclusion criteria. Half of the studies had a sample size of less than 100 and were all observational studies in preeclampsia (PE) and gestational hypertension.Neonates were the most focused group in all included studies. Offspring born to HDP-complicated pregnancies exhibited statistically significant variations in blood metabolomics compared to their counterparts, characterized by amino acids, lipids, carnitine, and others (e.g., 1α,25-(OH) 2-D). Most studies reported a significant increase in differential metabolites of offspring born to HDP-complicated pregnancies. Four studies ( n = 1109) measured lipids-related metabolites, and all consistently showed that offspring born to PE-complicated pregnancies had significantly higher concentrations than non-PE exposed offspring. Conclusion::The existing evidence suggests an intergenerational effect of HDP on offspring metabolomics. Long-term follow-up studies are needed to advance the health effects of related adverse health outcomes and inform the prevention of offspring’s health.

Purpose To investigate the role of ultrasound-guided fine needle aspiration cytology(US-FNAC)in the diagnosis of breast cancer.Methods Fine needle aspiration cytology(FNAC)samples of 203 patients with breast cancer were selected and prepared by liquid-based cytology.The results of histopathology after neoadjuvant therapy were used as the gold standard to compare with the diagnostic results of FNAC samples,and then evaluated the diagnos-tic coincidence rate of FNAC samples.Results Of 203 axillary lymph node FNAC samples,111 cases were diagnosed as positive,38 cases were diagnosed as suspicious for positivity,and 54 cases were diagnosed as negative.The diag-nostic accuracy of FNAC was 85.2％,the sensitivity of FNAC was 98.0％,and the specificity of FNAC was 90.0％.Conclusion FNAC has high sensitivity and accuracy in the diagnosis of axillary lymph node metastasis.Sentinel lymph node biopsy is recommended for patients with negative FNAC but clinically and radiographically suspected lymph node metastasis.

Purpose To investigate the role of ultrasound-guided fine needle aspiration cytology(US-FNAC)in the diagnosis of breast cancer.Methods Fine needle aspiration cytology(FNAC)samples of 203 patients with breast cancer were selected and prepared by liquid-based cytology.The results of histopathology after neoadjuvant therapy were used as the gold standard to compare with the diagnostic results of FNAC samples,and then evaluated the diagnos-tic coincidence rate of FNAC samples.Results Of 203 axillary lymph node FNAC samples,111 cases were diagnosed as positive,38 cases were diagnosed as suspicious for positivity,and 54 cases were diagnosed as negative.The diag-nostic accuracy of FNAC was 85.2％,the sensitivity of FNAC was 98.0％,and the specificity of FNAC was 90.0％.Conclusion FNAC has high sensitivity and accuracy in the diagnosis of axillary lymph node metastasis.Sentinel lymph node biopsy is recommended for patients with negative FNAC but clinically and radiographically suspected lymph node metastasis.

Objectives:To investigate the clinical characteristics of patients with idiopathic pulmonary arterial hypertension(IPAH)with cardiovascular comorbidities.Methods:A total of 150 patients with IPAH admitted to Fuwai Hospital,Chinese Academy of Medical Sciences from October 2014 to June 2024 were enrolled in this retrospective study.The clinical variables,cardiac structure and hemodynamic characteristics were analyzed and compared between IPAH patients with or without cardiovascular comorbidities.Results:The mean age of the 150 patients was(35.9±12.5)years,73.3%of whom were female.There were 88(58.7%)IPAH patients with cardiovascular comorbidities.Compared to those without cardiovascular comorbidities(n=62),patients with cardiovascular comorbidities were older([38.9±12.3]years vs.[31.7±11.9]years,P=0.001),and N-terminal pro-B-type natriuretic peptide level was higher(1 469.0[656.8,2 615.8]pg/ml vs.923.5[304.4,1 958.8]pg/ml,P=0.006).The hemodynamic examination indicated that patients with cardiovascular comorbidities were featured with higher mean right atrial pressure(6.0[3.3,9.0]mmHg[1 mmHg=0.133 kPa]vs.4.0[3.0,6.3]mmHg,P=0.006),but lower mixed venous oxygen saturation([67.0±7.0]%vs.[70.3±6.9]%,P=0.010)and cardiac index(2.4[1.9,2.9]L/[min·m2]vs.2.8[2.3,3.8]L/[min·m2],P=0.013).Among IPAH patients with cardiovascular comorbidities,compared to patients with 1 comorbidity,patients with≥2 comorbidities were older(51.0[40.0,63.3]years vs.35.0[29.3,43.8]years,P<0.001),left atrial anteroposterior diameter([35.6±4.8]mm vs.[30.4±4.4]mm,P<0.001)and left end-diastolic anteroposterior diameter([40.8±7.5]mm vs.[35.8±5.5]mm,P=0.006)were larger.In patients with cardiovascular comorbidities,hypertension was the most common comorbidity(48.9%).Conclusions:Patients with IPAH and cardiovascular comorbidities exhibit aging characteristics.A series of cardiovascular comorbidities,including hypertension,significantly impact the clinical features,cardiac structural parameters,and hemodynamic status of IPAH.The assessment and management of comorbidities in IPAH patients should be prioritized in the future clinical practice.

Objective To analyze the effect of serum lactate dehydrogenase(LDH)and β2-microglobulin(β2-MG)on therapeutic efficacy of the first-line chemotherapy regimen for Waldenstr?m Macroglobulinemia(WM).Methods Data were collected from 113 WM patients admitted from March 2019 to February 2024.All patients completed the established first-line chemotherapy regimen and were divided into the response group(n=85)and the non-response group(n=28).The general data between the two groups were compared,with a focus on analyzing the risk factors for non-response to first-line chemotherapy in WM patients and evaluating the predictive value of serum LDH and β2-MG for the efficacy of first-line chemotherapy.Result The non-responsive group had a higher risk of prognosis based on International Prognostic Scoring System(IPSS),a higher rate of MYD88 L265P mutation,higher TP53 deletion/mutation ratio,and higher proportion of bone marrow lymphoplasmacytic cells,as well as higher serum LDH and β2-MG expression than the response group(P＜0.01).Multivariate logistic regression analysis revealed that risk factors for non-response to first-line chemotherapy in WM patients included a high-risk prognosis based on IPSS,an increased proportion of bone marrow lymphoplasmacytic cells,and higher rate of MYD88 L265P mutation and TP53 deletion/mutation,as well as elevated serum LDH and β2-MG levels(P＜0.05).The area under the curve of serum LDH and β2-MG for predicting the risk of non-response to first-line chemotherapy in WM patients was 0.796 and 0.783 respectively.Through interaction analysis,serum LDH and β2-MG had a positive interaction effect on non-response to chemotherapy in WM patients.Conclusion The non-response to first-line chemotherapy in WM patients is related to abnormal increase in serum LDH and β2-MG.Pre-chemotherapy detection of LDH and β2-MG level has certain predictive value for the risk of non-response to chemotherapy,and the simultaneous increase of both may lead to a higher risk of non-response to chemotherapy.

Objective::To examine the impact of hypertensive disorders of pregnancy (HDP) on offspring metabolomics.Methods::We searched five databases: PubMed, Ovid Embase, MEDLINE, Web of Science, and China National Knowledge Infrastructure, and included studies that reported metabolomics among human offspring born to HDP-complicated pregnancies.Results::Database search yielded 4054 articles, and after full-text screening, ten observational studies met inclusion criteria. Half of the studies had a sample size of less than 100 and were all observational studies in preeclampsia (PE) and gestational hypertension.Neonates were the most focused group in all included studies. Offspring born to HDP-complicated pregnancies exhibited statistically significant variations in blood metabolomics compared to their counterparts, characterized by amino acids, lipids, carnitine, and others (e.g., 1α,25-(OH) 2-D). Most studies reported a significant increase in differential metabolites of offspring born to HDP-complicated pregnancies. Four studies ( n = 1109) measured lipids-related metabolites, and all consistently showed that offspring born to PE-complicated pregnancies had significantly higher concentrations than non-PE exposed offspring. Conclusion::The existing evidence suggests an intergenerational effect of HDP on offspring metabolomics. Long-term follow-up studies are needed to advance the health effects of related adverse health outcomes and inform the prevention of offspring’s health.

Objectives:To investigate the clinical characteristics of patients with idiopathic pulmonary arterial hypertension(IPAH)with cardiovascular comorbidities.Methods:A total of 150 patients with IPAH admitted to Fuwai Hospital,Chinese Academy of Medical Sciences from October 2014 to June 2024 were enrolled in this retrospective study.The clinical variables,cardiac structure and hemodynamic characteristics were analyzed and compared between IPAH patients with or without cardiovascular comorbidities.Results:The mean age of the 150 patients was(35.9±12.5)years,73.3%of whom were female.There were 88(58.7%)IPAH patients with cardiovascular comorbidities.Compared to those without cardiovascular comorbidities(n=62),patients with cardiovascular comorbidities were older([38.9±12.3]years vs.[31.7±11.9]years,P=0.001),and N-terminal pro-B-type natriuretic peptide level was higher(1 469.0[656.8,2 615.8]pg/ml vs.923.5[304.4,1 958.8]pg/ml,P=0.006).The hemodynamic examination indicated that patients with cardiovascular comorbidities were featured with higher mean right atrial pressure(6.0[3.3,9.0]mmHg[1 mmHg=0.133 kPa]vs.4.0[3.0,6.3]mmHg,P=0.006),but lower mixed venous oxygen saturation([67.0±7.0]%vs.[70.3±6.9]%,P=0.010)and cardiac index(2.4[1.9,2.9]L/[min·m2]vs.2.8[2.3,3.8]L/[min·m2],P=0.013).Among IPAH patients with cardiovascular comorbidities,compared to patients with 1 comorbidity,patients with≥2 comorbidities were older(51.0[40.0,63.3]years vs.35.0[29.3,43.8]years,P<0.001),left atrial anteroposterior diameter([35.6±4.8]mm vs.[30.4±4.4]mm,P<0.001)and left end-diastolic anteroposterior diameter([40.8±7.5]mm vs.[35.8±5.5]mm,P=0.006)were larger.In patients with cardiovascular comorbidities,hypertension was the most common comorbidity(48.9%).Conclusions:Patients with IPAH and cardiovascular comorbidities exhibit aging characteristics.A series of cardiovascular comorbidities,including hypertension,significantly impact the clinical features,cardiac structural parameters,and hemodynamic status of IPAH.The assessment and management of comorbidities in IPAH patients should be prioritized in the future clinical practice.

Objective:To compare the effects of different appointment regimens on the daily waiting time, fixedness of treatment time and lateness rate of radiotherapy patients.Methods:Medical records of 5488 radiotherapy from 332 patients on the same linear accelerator in West China Hospital of Sichuan University from March to June 2022 were selected. Based on the radiotherapy information integration platform of MOSAIQ, all patients were randomly assigned to the morning class, afternoon class and evening class. Traditional manual appointment regimen was adopted for the morning class, 30 min appointment regimen for the afternoon class, and 15 min appointment regimen for the evening class, respectively. The differences in patient waiting time for treatment, fixedness of treatment time, and lateness rate under different appointment regimens were compared. The fixedness of treatment time and waiting time was determined by one-way ANOVA, and the 2×3 Chi-square test was adopted for the lateness rate. Results:The waiting time in the 15 min appointment, the 30 min appointment and manual appointment groups were (27.08 ± 17.21), (34.57± 19.12) and (41.50 ±20.94) min, respectively. There was statistical significance among three appointment regimens ( F=254.97, P<0.001). The waiting time was the shortest in the 15 min appointment group, followed by the 30 min appointment group, and the manual appointment group (all P<0.001 for two-group comparison). The fixedness of treatment time in the 15 min appointment, the 30 min appointment and the manual appointment groups were (15.60±7.87), (18.69±8.94) and (24.30±15.10) min, respectively. There was statistical significance among three groups ( F=25.23, P<0.001). Among them, the fixedness of treatment time in the 15 min appointment group was the highest, followed by the 30 min appointment group, and the manual appointment group (all P<0.001). The lateness rates in the 15 min appointment, the 30 min appointment and the manual appointment groups were 5.7%, 6.2% and 9.6%, respectively. The lateness rate in the manual appointment group was higher than those in the 15 min appointment and the 30 min appointment groups ( χ2=19.24、14.90, both P<0.001), but there was no statistical significance in the lateness rate between the 15 min appointment and 30min appointment groups ( χ2=0.39, P=0.535). Conclusion:In the clinical practice of conventional intensity-modulated radiotherapy technology carried out by conventional linear accelerator, the 15 min appointment regimen can shorten the waiting time for radiotherapy and improve the fixedness of daily radiotherapy time, which is worthy of clinical promotion.

Objective:To develop CNN-Dinov2, a deep learning-based automatic classification model for Gram-stained images, enabling rapid diagnosis of three prevalent Gram-negative bacilli in bloodstream infections: Escherichia coli ( E.coli), Klebsiella pneumoniae ( K.pneumoniae), and Pseudomonas aeruginosa ( P.aeruginosa). Methods:This evaluation study analyzed 1 425 Gram-stained microscopic images from patients with bloodstream infections at Houjie Hospital, in Dongguan City, collected between January 2023 and January 2024. The images, all positive for blood culture and identified as target strains, were categorized into Escherichia coli (419 images), Klebsiella pneumoniae (411 images), Pseudomonas aeruginosa (413 images), and other Gram-negative bacilli (182 images). They were randomly split into a training set (1 141 images), a validation set (141 images), and a test set (143 images) in an 8∶1∶1 ratio. A hybrid CNN-Dinov2 model was developed by integrating ResNet′s local feature extraction with Dinov2′s global pre-trained features, followed by a fully connected layer. The model was optimized by inputting the preprocessed images and adjusting parameters through loss calculation and backpropagation. AlexNet, Dinov2, and ResNet18 served as control models. The models′ classification performance was assessed using accuracy, precision, weighted F1 score, and recall rate, derived from the confusion matrix. The PR curve and AP value further evaluated each model′s classification capability across the four image categories. Results:The CNN-Dinov2 model achieved a training accuracy of 99.74%, a validation accuracy of 98.12%, and a validation loss of 0.070 6, demonstrating robust generalization without overfitting. Validation metrics revealed superior performance with an accuracy of 98.60%, precision of 98.65%, a weighted F1 score of 98.60%, and a recall rate of 98.60%, outperforming other models. The confusion matrix confirmed its strong classification capability, with the highest sum of diagonal values for identifying four types of bacteria. The macro average precision (AP) values under the precision-recall (PR) curves were all 1, indicating excellent discrimination across all categories. Overall, the CNN-Dinov2 model exhibited the best performance among the four models evaluated.Conclusion:This study successfully developed CNN-Dinov2, an automated classification model for Gram staining images. It offers valuable support for the rapid diagnosis of bloodstream infections caused by Escherichia coli, Klebsiella pneumoniae, and Pseudomonas aeruginosa, demonstrating practical utility.