Objective To reveal the scientific output and trends in pulmonary nodules/early-stage lung cancer prediction models. Methods Publications on predictive models of pulmonary nodules/early lung cancer between January 1, 2002 and June 3, 2023 were retrieved and extracted from CNKI, Wanfang, VIP and Web of Science database. CiteSpace 6.1.R3 and VOSviewer 1.6.18 were used to analyze the hotspots and theme trends. Results A marked increase in the number of publications related to pulmonary nodules/early-stage lung cancer prediction models was observed. A total of 12581 authors from 2711 institutions in 64 countries/regions published 2139 documents in 566 academic journals in English. A total of 282 articles from 1256 authors were published in 176 journals in Chinese. The Chinese and English journals which published the most pulmonary nodules/early-stage lung cancer prediction model-related papers were Journal of Clinical Radiology and Frontiers in Oncology, respectively. Chest was the most frequently cited journal. China and the United States were the leading countries in the field of pulmonary nodules/early-stage lung cancer prediction models. The institutions represented by Fudan University had significant academic influence in the field. Analysis of keywords revealed that multi-omics, nomogram, machine learning and artificial intelligence were the current focus of research. Conclusion Over the last two decades, research on risk-prediction models for pulmonary nodules/early-stage lung cancer has attracted increasing attention. Prognosis, machine learning, artificial intelligence, nomogram, and multi-omics technologies are both current hotspots and future trends in this field. In the future, in-depth explorations using different omics should increase the sensitivity and accuracy of pulmonary nodules/early-stage lung cancer prediction models. More high-quality future studies should be conducted to validate the efficacy and safety of pulmonary nodules/early-stage lung cancer prediction models further and reduce the global burden of lung cancer.

This review analyzes the application status and pros-pect of big data and artificial intelligence technology in the field of pharmacology in recent years.Big data and artificial intelli-gence technology is the inevitable result of the information age,which not only promotes the development of biomedicine,but al-so opens up new ways for the development of pharmacology.Mo-reover,artificial intelligence(AI)is a multifaceted and evolving field applied to pharmaceutical R&D,health management,and new drug R&D.Consequently,this review discusses the applica-tion of artificial intelligence in pharmacology at different stages,discusses the existing shortcomings,and finally makes an out-look.

Objective To examine the changing prevalence and antimicrobial resistance profiles of Burkholderia cepacia in 52 hospitals across China from 2015 to 2021.Methods A total of 9 261 strains of B.cepacia were collected from 52 hospitals between January 1,2015 and December 31,2021.Antimicrobial susceptibility of the strains was tested using Kirby-Bauer method or automated antimicrobial susceptibility testing systems according to a unified protocol.The results were interpreted according to the breakpoints released in the Clinical & Laboratory Standards Institute(CLSI)guidelines(2023 edition).Results A total of 9 261 strains of B.cepacia were isolated from all age groups,especially elderly patients.The proportion was 11.1％(1 032 strains)in children,significantly lower than the proportion in adults.About half(46.5％,4 310/9 261)of the strains were isolated from patients at least 60 years old and 42.3％(3 919/9 261)of the strains were isolated from young adults.Most isolates(71.1％)were isolated from sputum and respiratory secretions,followed by urine(10.7％)and blood samples(8.1％).B.cepacia isolates were highly susceptible to the five antimicrobial agents recommended in the CLSI M100 document(33rd edition,2023).B.cepacia isolates showed relatively higher resistance rates to meropenem and levofloxacin.However,the resistance rates to ceftazidime,trimethoprim-sulfamethoxazole,and minocycline remained below 8.1％.The percentage of B.cepacia strains resistant to levofloxacin was the highest compared to other antibiotics in any of the three age groups(from 12.4％in the patients＜18 years old to 20.6％in the patients aged 60 years or older).Conclusions B.cepacia is one of the clinically important non-fermenting gram-negative bacteria.Accurate and timely reporting of antimicrobial susceptibility test results and ongoing antimicrobial resistance surveillance are helpful for rational prescription of antimicrobial agents and proper prevention and control of nosocomial infections.

Objective To explore the identification method,pathogenesis,clinical characteristics and individualized pharmacotherapy of asymptomatic hyperuricemia after renal transplantation.Methods The pharmacist was on duty at the organ transplant outpatient clinic.During this time,they analyzed and sorted out the medications,identified and differentiated a case of asymptomatic hyperuricemia related to spironolactone in a patient who had undergone a renal transplant,and provided comprehensive care throughout the entire process.Results The asymptomatic hyperuricemia in this patient might be associated with spironolactone,and the adverse reactions of the patient were alleviated by pharmacists through optimizing clinical treatment.Up to now,no hyperuricemia occurred.Conclusions Pharmacists are required to collaborate closely with clinicians to establish medication profiles for patients under long-term follow-up and to closely monitor and evaluate drug-related adverse reactions.Additionally,they should assess the renal function and immune status of transplant recipients promptly and formulate individualized treatment plans in order to enhance the long-term survival of both the transplanted kidneys and the recipients.

Objective:To investigate the distribution of CGG repeat numbers in the FMR1 gene among reproductive-age women in China, providing data reference for carrier screening and genetic counseling of Fragile X syndrome. Methods:This cross-sectional study recruited 16 610 reproductive-age women from 12 medical institutions between July 2022 and October 2023. Peripheral venous blood samples (3 mL) were collected, and genomic DNA was extracted. The number of CGG repeats in the FMR1 gene was determined using the triplet-primed polymerase chain reaction (TP-PCR) combined with capillary electrophoresis technology. Statistical analyses were performed to assess the prevalence and distribution of CGG repeat expansions. Results:Among 16 610 women of childbearing age, 5 684 (34.220%) women had the same number of CGG repeats in the two alleles of FMR1 gene, and 10 926 (65.780%) women had different numbers of repeats in the two alleles. Among the 33 220 FMR1 alleles in 16 610 women of reproductive age, the most common CGG repeat numbers were 29 [48.645% (16 160/33 220)] and 30 [26.276% (8 729/33 220)], while the most frequent CGG genotype was CGG 29/29 [24.726% (4 107/16 610)]. The CGG repeat numbers of FMR1 gene were normal in 16 498 women (99.326%). Among the 112 women (0.674%) with CGG repeat abnormities, 96 (0.578%) women were classified as intermediate carriers, 15 (0.090%) as premutation carriers, and 1 (0.006%) as a full mutation carrier, whose CGG genotype was (36, >200). Conclusion:In the general reproductive-age female population in China, the normal CGG repeat numbers of the FMR1 gene account for 99.326%, while the intermediate carrier rate is 0.578%, and the combined carrier rate of the premutation and full mutation types is 0.096%.

Objective:To analyze the risk factors for postoperative shoulder joint dysfunction in patients with surgical neck fractures of the humerus combined with rotator cuff injury.Methods:Eighty-three patients with postoperative shoulder dysfunction with surgical neck fractures of the humerus combined with rotator cuff injury who received treatment at Zhuji Central Hospital from January 2019 to December 2022 were included in the observation group. Additionally, 80 patients with surgical neck fractures of the humerus combined with rotator cuff injury who concurrently received treatment at the same hospital but did not suffer from shoulder dysfunction after surgery were included in the control group. The general data of the two groups were analyzed. The Pearson test was used to assess the correlation between age, the presence of osteoporosis, the surgical reduction method, the Neer classification of the shoulder joint, and the occurrence of shoulder dysfunction in patients with surgical neck fractures of the humerus combined with rotator cuff injury after surgery. Multivariate logistic regression analysis was performed to analyze the risk factors for postoperative shoulder dysfunction in these patients. Results:The proportion of patients over 70 years old, the proportion of patients with osteoporosis, the proportion of patients with Neer type III fractures and above, and the proportion of patients undergoing conventional reduction in the observation group were 48.19% (40/83), 60.24% (50/83), 36.14% (30/83), and 60.24% (50/83), respectively. These proportions were significantly higher than those in the control group [18.75% (15/80), 41.25% (33/80), 18.75% (15/80), and 43.75% (35/80), χ2 = 21.37, 5.87, 7.06, 4.44, P < 0.001, 0.015, 0.029, 0.035]. Pearson's correlation test revealed that age, combined osteoporosis, fracture Neer classification, and routine reduction were positively correlated with the postoperative development of shoulder dysfunction in patients with surgical neck fractures of the humerus combined with rotator cuff injury ( r = 0.812, 0.796, 0.823, 0.814, all P < 0.05). Multivariate logistic regression analysis results showed that age, osteoporosis, fracture Neer classification, and conventional reduction were risk factors for postoperative shoulder dysfunction in these patients ( OR = 3.504, 3.823, 3.607, 4.059, all P < 0.05). Conclusions:Age, osteoporosis, fracture Neer classification, and conventional reduction are risk factors for postoperative shoulder dysfunction in patients with surgical neck fractures of the humerus combined with rotator cuff injury. A systematic preoperative evaluation and adherence to rehabilitation exercises after surgery may help reduce the incidence of shoulder joint dysfunction.

Objective To analyze the direct economic burden caused by surgical site infection(SSI)in orthopedics and joint surgery,and provide evidence-based support for intervention measures.Methods 3 348 hospitalized pa-tients in the department of orthopedics and joint surgery of a hospital from July 2021 to July 2023 were selected.They were divided into an infection group and a control group based on whether they had SSI.The propensity score matching(PSM)method was adopted to match the two groups of patients in a 1∶1 ratio.The length of hospital stay and various hospitalization expenses between patients with different types of SSI and control group were compared.Results Among 3 348 hospitalized patients,259 had SSI,with an incidence of 7.74％.Superficial incisional wound infection had the highest number of patients(n=177,68.34％),followed by deep incisional wound infection(n=65,25.10％),organ/space infection had the lowest number of patients(n=17,6.56％).After PSM matching,257 pairs were successfully matched,with a matching rate of 99.23％.Infection group extended length of hospital stay by 18 days compared with the control group(P＜0.001).The total hospitalization expenses and individual hos-pitalization expenses of infection group were all higher than those of the control group(all P＜0.001).Among the various expenses,difference in drug expense was the largest,with an increase of 5 067.83 Yuan in Western medi-cine(P＜0.001)and 957.30 Yuan in antimicrobial agents(P＜0.001).Patients with different types of SSI all had longer hospital stay compared with the control group.Patients with deep incisional wound infection,superficial inci-sional wound infection,and organ/space infection had an extended hospital stay of 26,18,and 13 days,respectively(all P＜0.05).The total hospitalization expenses,Western medicine expenses,and antimicrobial agent expenses of patients with different types of SSI were all higher than those of the control group(all P＜0.05).Conclusion The occurrence of postoperative SSI in patients in the department of orthopedics and joint surgery can prolong the length of hospital stay,resulting in huge economic losses for the patient and the hospital.Effective control of healthcare-associated infection is of great significance for optimizing medical resources,improving medical quality,and ensuring patient safety.

Objective To compare the differences in dosimetry and treatment efficiency of three radiotherapy plans after left-sided breast-conserving surgery,including modified intensity-modulated radiation therapy(IMRT),cross-field volume-modulated arc therapy(VMAT)or improved VMAT,so as to provide references for clinical practice.Methods Three radiotherapy plans of modified IMRT,cross-field VMAT and improved VMAT were designed for 12 patients after left-sided-breast-conserving surgery.The modified IMRT with five irradiation fields and the improved VMAT with two arcs were modified by not setting cross-fields while determining the start and end angles with the rays passing through the least lung area.The cross-field VMAT had its start and end angles set based on the cross-fields.The doses to the target areas,peripheral organs at risk,heart and its substructures were evaluated,and dose verification was carried out.The three plans were compared in terms of treatment efficiency and gamma pass rate.SPSS 22.0 was used for statistical analysis.Results All the three plans behaved well in dose distribution.In terms of planning gross tumor volume dosimetry dosimetry,the improved VMAT and modified IMRT gained advantages than others in CI and D50,respectively,with the differences being significant(all P<0.05).In terms of planning target volume dosimetry,the modified IMRT had the V107 and D50 lower than those of the others,with the differences being significant(P<0.05).In terms of the protection of peripheral organs at risk,V5 of the left lung,Dmean of the right lung and Dmean of the healthy breast were lower in the modified IMRT plan than in the other 2 plans,with statistically significant differences(P<0.05);V20,V30,V35 and V40 of the left lung were lower in the modified VMAT plan than in the other 2 plans,with statistically significant differences(P<0.05).In terms of protection of heart and its substructures,the left ventricle V20,V30 and Dmean of the improved VMAT plan behaved better than those of other 2 plans,and the difference was statistically significant(all P<0.05).In terms of treatment efficiency,the cross-field VMAT plan had the lowest MU while highest treatment efficiency;the improved VMAT plan had the MU higher while the treatment efficiency lower than the cross-field VMAT plan;the modified IMRT plan had the highest MU while the lowest gamma pass rate,and the differences in the MUs and gamma pass rates among the three plans were statistically significant(P<0.05).Conclusion Under the same standard conditions,the cross-field VMAT and improved VMAT plans show technical advantages.Though the improved VMAT plan has the treatment efficiency lower than the cross-field VMAT,it decreases the possibility of radiocardiac injury in terms of dosimetry and thus can be used for radiotherapy after left-sided breast-conserving surgery.[Chinese Medical Equipment Journal,2025,46(4):45-51]

Background and purpose:The resistance of pancreatic cancer to albumin-bound paclitaxel affects the therapeutic effect and prognosis.Signal transducer and activator of transcription 3(STAT3)is one of the important molecules regulating the chemotherapy sensitivity of cancer cells.The liposome BP1003 targeting the antisense oligonucleotide of STAT3 mRNA can inhibit the expression of STAT3 and increase the chemotherapy sensitivity.However,the effect of BP1003 on the sensitivity of pancreatic cancer cells to albumin-bound paclitaxel remains unclear.The purpose of this study was to investigate the effects of liposome binding antisense oligonucleotide BP1003 on albumin-bound paclitaxel sensitivity in pancreatic cancer cells by inhibiting STAT3.Methods:Pancreatic cancer cell lines PANC-1 and ASPC-1 were cultured.They were divided into control group(without drugs),BP1003 group(200 μg/mL BP1003 intervention),different concentrations of albumin-bound paclitaxel group(5,10,20 nmol/L albumin-bound paclitaxel intervention),BP1003+different concentrations of albumin-bound paclitaxel group(200 μg/mL BP1003 combined with 5,10,20 nmol/L albumin-bound paclitaxel intervention).The proliferation viability,apoptotic rate and the protein expression levels of STAT3,STAT4,STAT6,Bcl-2,Bax and c-Myc were detected.The transplanted tumor model was established by subcutaneous injection of PANC-1 and ASPC-1 cell suspension in nude mice,which were divided into control group(normal saline intervention),BP1003 group(25 mg/kg BP1003 intervention,once every 2 weeks)and albumin-bound paclitaxel group(10 mg/kg albumin-bound paclitaxel,once a week),BP1003+albumin-bound paclitaxel group(25 mg/kg BP1003 intervention,once every 2 weeks combined with 10 mg/kg albumin-bound paclitaxel,once a week).Four weeks later,the graft volume and mass were measured,and the protein expression levels of STAT3,Bcl-2,Bax and c-Myc were detected.Results:The apoptotic rate and the protein expression levels of Bax of PANC-1 and ASPC-1 cells in BP1003 group and albumin-bound paclitaxel group were higher than those in the control group,while the proliferation viability and protein expression levels of STAT3,Bcl-2 and c-Myc were lower than those in control group(P＜0.05).There was no significant difference in the expression levels of STAT4 and STAT6 in PANC-1 and ASPC-1 cells between BP1003 group and the control group(P＞0.05).The apoptotic rate and the protein expression levels of Bax of PANC-1 and ASPC-1 cells in BP1003+different concentrations of albumin-bound paclitaxel groups were higher than those in different concentrations of albumin-bound paclitaxel groups,and the proliferation viability and protein expression levels of STAT3,Bcl-2 and c-Myc were lower than those in different concentrations of albumin-bound paclitaxel groups(P＜0.05).The volume and mass of transplanted tumor and the protein expression levels of STAT3,Bcl-2 and c-Myc of nude mice in BP1003 group,albumin-bound paclitaxel group and BP1003+albumin-bound paclitaxel group were all lower compared with the control group,the protein expression level of Bax was higher compared with the control group(P＜0.05),and the above changes in BP1003+albumin-bound paclitaxel group were more significant compared with BP1003 and albumin-bound paclitaxel group.Conclusion:BP1003 increases the sensitivity of pancreatic cancer cells to albumin-bound paclitaxel by inhibiting the expression of STAT3.

Objective To propose a dynamic electrical impedance tomography imaging algorithm based on complementary information fusion network(CIFN)to enhance image quality of dynamic electrical impedance imaging.Methods There were three modules for initialization,multi-frame complementary information extraction and information fusion involved in the CIFN.Firstly,multi-frame dynamic conductivity distribution images were obtained by the initialization module;secondly,spatial complementary information was extracted from the images by using the multi-frame complementary information extraction module;finally,the fusion of lesion target distribution information and target re-reconstruction were realized by the information fusion module to aquire high-quality EIT images.With a 16-electrode multilayer cranial simulation model,the CIFN-based imaging method was compared with Tikhonov regularization algorithm,spectral constraint algorithm and U-Net algorithm in terms of imaging results of types of lesions to verify its performance.Results Compared with the Tikhonov regularization algorithm,spectral constraint algorithm and U-Net algorithm,the proposed CIFN-based algorithm exhibited the lowest mean absolute error(MAE)and the highest structural similarity(SSIM)when used to image different lesion targets,which accurately reconstructed the distribution of lesion targets and gained high imaging stability under common noise levels.Conclusion The proposed CIFN-based imaging algorithm obtains high imaging quality on a cranial simulation model and reconstruction results close to the real model distribution,which provides algorithmic support for subsequent clinical studies on electrical impedance imaging.[Chinese Medical Equipment Journal,2025,46(6):1-6]