Objective Exploring the performance of a sensitivity recognition model for neoadjuvant therapy based on ensemble learning algorithms for predicting neoadjuvant therapy sensitive patients.Methods In this study,255 rectal cancer patients who underwent standard neoadjuvant therapy and surgery at the Affiliated Cancer Hospital of Harbin Medical University were collected,of which 139 patients were sensitive to neoadjuvant therapy and 116 patients were not.The recursive feature elimination method was used to screen deep learning features and imaging histology features to construct an integrated learning model.The generalization performance of the model was verified using the leave-out method,and the sensitivity,specificity,positive predictive value,negative predictive value,accuracy,G-mean,F-measure,Mathews correlation coefficient(MCC),and area under the receiver operating charactpristic curve(AUC)were used to evaluate and compare the model performance.Results The performance of the integrated model on the external validation set was:an AUC value of 0.916(95％CI:0.899 to 0.935),a sensitivity of 1.000,a specificity of 0.833,a positive predictive value of 0.875,a negative predictive value of 1.000,an accuracy of 0.923,a G-mean of 0.913,an F-measure of 0.933,a MCC was 0.854.Conclusion The integration model of depth features and imaging omics features is superior to the individual depth feature model and imaging omics feature model,and has good practicality and reliability in identifying sensitive patients with neoadjuvant therapy,which can be used as a reference for clinical practice.

With the rapid development of the healthcare industry and the deepening implementation of the Healthy China strategy,high-quality development has become the core goal of China's healthcare service system construction.As an important component of the healthcare service system,research-oriented hospitals undertake multiple missions such as technological innovation,clinical translation,and talent cultivation.A team of communication experts and lead authors jointly participated in the compilation of the expert group's related expert team to comprehensively analyze the current development status,existing problems,and future directions of research-oriented hospitals in China.After inviting well-known experts in hospital management from across the country to discuss and exchange ideas,it proposed a consensus on the construction mode and path of research-oriented hospitals in China under high-quality development,aiming to further guide and standardize the current construction work of research-oriented hospitals in China,and provide reference for the formulation and practice of relevant policies at the national and provincial levels.

Objective To investigate the impact of new-onset atrial fibrillation(AF)on all-cause mortality in elderly patients with hypertension having no previous history of AF.Methods A retrospective study was conducted on 1352 elderly hypertensive inpatients who had no history of AF and received long-term follow-up in Chinese PLA General Hospital from January 2014 to June 2017.According to having newly developed AF or not,they were divided into a new-set AF group(191 cases)and a control group(1161 cases).Kaplan-Meier survival curve was plotted for survival analysis and multivariate Cox survival analysis was performed to identify risk factors for all-cause mortality.Results Compared with the control group,the new-onset AF group exhibited significantly advanced age,higher urea level,lower diabetes ratio,and decreased hemoglobin level(P＜0.05,P＜0.01).Kaplan-Meier survival curve analysis showed that the cumulative mortality of the new-onset AF group was significantly higher than that of the control group(P＜0.01).Multivariate Cox regression analysis revealed that age＞75 years(HR=4.562,95％CI:3.104-6.705,P＜0.01),anemia(HR=2.543,95％CI:1.939-3.334,P＜0.01),new-onset AF(HR=1.494,95％CI:1.185-1.884,P＜0.01),eGFR＜60 mL/(min·1.73 m2)(HR=1.729,95％CI:1.389-2.151,P＜0.01),and heart failure(HR=1.539,95％CI:1.173-2.019,P＜0.01)were risk factors for all-cause mortality in elderly hypertensive patients without a history of AF.Conclusions New-onset AF is closely associated with an increased risk of all-cause mortality in elderly hypertensive patients without a previous history of AF.

[Purpose]To analyze the incidence and mortality of malignant tumors in cancer regis-tration areas of Heilongjiang Province in 2019 and the trend from 2013 to 2019.[Methods]The incidence and mortality data of malignant tumors reported by the Heilongjiang provincial cancer registries from 2013 to 2019 were collected,and the quality of data was assessed.The crude in-cidence/mortality rate,age-standardized incidence/mortality rate by Chinese standard population(ASIRC/ASMRC)and world standard population(ASIRW/ASMRW),0～74 years old cumulative rate were calculated.Joinpoint 4.6.0 software was used to calculate the average annual percentage change(AAPC)of ASIRC/ASMRC for the trend analysis from 2013 to 2019.[Results]In 2019,there were 16 732 new cases of malignant tumors in the cancer registration areas of Heilongjiang Province,including 8 639 males and 8 093 females.The crude incidence rate was 295.37/105,with an ASIRC and ASIRW of 167.10/105 and 164.18/105,respectively.There were 10 988 malig-nant tumor deaths,including 6 540 males and 4 448 females.The crude mortality rate was 193.97/105,with an ASMRC and ASMRW of 101.22/105 and 101.66/105,respectively.The inci-dence and mortality of malignant tumors increased rapidly after the age of 55,and the incidence and mortality of males were slightly higher than those of females.The top five malignant tumors of high incidence were lung cancer,female breast cancer,colorectal cancer,liver cancer and thy-roid cancer,and the top five malignant tumors of high mortality were lung cancer,liver cancer,colorectal cancer,stomach cancer and female breast cancer.From 2013 to 2019,the ASIRC of malignant tumors in cancer registration areas increased from 153.08/105 in 2013 to 167.10/105 in 2019,and the ASMRC increased from 92.22/105 in 2013 to 101.22/105 in 2019,but there was no statistical difference in the change trend.[Conclusion]The incidence and mortality of malignant tumors in Heilongjiang Province remain high.Lung cancer,female breast cancer,colorectal can-cer,liver cancer and stomach cancer should be the focus of cancer prevention and control.

Objective Exploring the performance of a sensitivity recognition model for neoadjuvant therapy based on ensemble learning algorithms for predicting neoadjuvant therapy sensitive patients.Methods In this study,255 rectal cancer patients who underwent standard neoadjuvant therapy and surgery at the Affiliated Cancer Hospital of Harbin Medical University were collected,of which 139 patients were sensitive to neoadjuvant therapy and 116 patients were not.The recursive feature elimination method was used to screen deep learning features and imaging histology features to construct an integrated learning model.The generalization performance of the model was verified using the leave-out method,and the sensitivity,specificity,positive predictive value,negative predictive value,accuracy,G-mean,F-measure,Mathews correlation coefficient(MCC),and area under the receiver operating charactpristic curve(AUC)were used to evaluate and compare the model performance.Results The performance of the integrated model on the external validation set was:an AUC value of 0.916(95％CI:0.899 to 0.935),a sensitivity of 1.000,a specificity of 0.833,a positive predictive value of 0.875,a negative predictive value of 1.000,an accuracy of 0.923,a G-mean of 0.913,an F-measure of 0.933,a MCC was 0.854.Conclusion The integration model of depth features and imaging omics features is superior to the individual depth feature model and imaging omics feature model,and has good practicality and reliability in identifying sensitive patients with neoadjuvant therapy,which can be used as a reference for clinical practice.

[Purpose]To analyze the incidence and mortality of malignant tumors in cancer regis-tration areas of Heilongjiang Province in 2019 and the trend from 2013 to 2019.[Methods]The incidence and mortality data of malignant tumors reported by the Heilongjiang provincial cancer registries from 2013 to 2019 were collected,and the quality of data was assessed.The crude in-cidence/mortality rate,age-standardized incidence/mortality rate by Chinese standard population(ASIRC/ASMRC)and world standard population(ASIRW/ASMRW),0～74 years old cumulative rate were calculated.Joinpoint 4.6.0 software was used to calculate the average annual percentage change(AAPC)of ASIRC/ASMRC for the trend analysis from 2013 to 2019.[Results]In 2019,there were 16 732 new cases of malignant tumors in the cancer registration areas of Heilongjiang Province,including 8 639 males and 8 093 females.The crude incidence rate was 295.37/105,with an ASIRC and ASIRW of 167.10/105 and 164.18/105,respectively.There were 10 988 malig-nant tumor deaths,including 6 540 males and 4 448 females.The crude mortality rate was 193.97/105,with an ASMRC and ASMRW of 101.22/105 and 101.66/105,respectively.The inci-dence and mortality of malignant tumors increased rapidly after the age of 55,and the incidence and mortality of males were slightly higher than those of females.The top five malignant tumors of high incidence were lung cancer,female breast cancer,colorectal cancer,liver cancer and thy-roid cancer,and the top five malignant tumors of high mortality were lung cancer,liver cancer,colorectal cancer,stomach cancer and female breast cancer.From 2013 to 2019,the ASIRC of malignant tumors in cancer registration areas increased from 153.08/105 in 2013 to 167.10/105 in 2019,and the ASMRC increased from 92.22/105 in 2013 to 101.22/105 in 2019,but there was no statistical difference in the change trend.[Conclusion]The incidence and mortality of malignant tumors in Heilongjiang Province remain high.Lung cancer,female breast cancer,colorectal can-cer,liver cancer and stomach cancer should be the focus of cancer prevention and control.

With the rapid development of the healthcare industry and the deepening implementation of the Healthy China strategy,high-quality development has become the core goal of China's healthcare service system construction.As an important component of the healthcare service system,research-oriented hospitals undertake multiple missions such as technological innovation,clinical translation,and talent cultivation.A team of communication experts and lead authors jointly participated in the compilation of the expert group's related expert team to comprehensively analyze the current development status,existing problems,and future directions of research-oriented hospitals in China.After inviting well-known experts in hospital management from across the country to discuss and exchange ideas,it proposed a consensus on the construction mode and path of research-oriented hospitals in China under high-quality development,aiming to further guide and standardize the current construction work of research-oriented hospitals in China,and provide reference for the formulation and practice of relevant policies at the national and provincial levels.

Objective To investigate the impact of new-onset atrial fibrillation(AF)on all-cause mortality in elderly patients with hypertension having no previous history of AF.Methods A retrospective study was conducted on 1352 elderly hypertensive inpatients who had no history of AF and received long-term follow-up in Chinese PLA General Hospital from January 2014 to June 2017.According to having newly developed AF or not,they were divided into a new-set AF group(191 cases)and a control group(1161 cases).Kaplan-Meier survival curve was plotted for survival analysis and multivariate Cox survival analysis was performed to identify risk factors for all-cause mortality.Results Compared with the control group,the new-onset AF group exhibited significantly advanced age,higher urea level,lower diabetes ratio,and decreased hemoglobin level(P＜0.05,P＜0.01).Kaplan-Meier survival curve analysis showed that the cumulative mortality of the new-onset AF group was significantly higher than that of the control group(P＜0.01).Multivariate Cox regression analysis revealed that age＞75 years(HR=4.562,95％CI:3.104-6.705,P＜0.01),anemia(HR=2.543,95％CI:1.939-3.334,P＜0.01),new-onset AF(HR=1.494,95％CI:1.185-1.884,P＜0.01),eGFR＜60 mL/(min·1.73 m2)(HR=1.729,95％CI:1.389-2.151,P＜0.01),and heart failure(HR=1.539,95％CI:1.173-2.019,P＜0.01)were risk factors for all-cause mortality in elderly hypertensive patients without a history of AF.Conclusions New-onset AF is closely associated with an increased risk of all-cause mortality in elderly hypertensive patients without a previous history of AF.

Objective:To understand the current status of human resources in Operating Room nursing in China, so as to provide reference for nursing management, human resource allocation, nursing education and training in Operating Rooms.Methods:Using the stratified sampling method, a self-made Operating Room nursing human resource survey questionnaire of Chinese Nursing Society was used as a research tool in July 2021 to investigate the general situation, surgical workload, human resource allocation, Operating Room management, Operating Room information construction, nursing education and training of 2 201 hospitals in 31 provinces, autonomous regions and municipalities of China.Results:Among the 2 201 hospitals, there were 1 021 tertiary hospitals (46.39%), 1 177 secondary hospitals (50.75%), and 63 primary and below hospitals (2.86%). There were 2 056 hospitals with less than 30 Operating Rooms, accounting for 93.41%. There were 1 991 hospitals with an annual number of surgical cases less than 20 000, accounting for 90.46%, the educational background of Operating Room nurses was mainly undergraduate (66.93%, 43 359/64 780), with a total of 67.99% (44 045/64 780) having a bachelor's degree or above. Nurses were the main professional titles (42.66%, 27 632/64 780). Number of Operating Rooms: the number of Operating Room nurses (median) was 1: 2.43 and 78.96% (1 738/2 201) of hospital operating theatres were managed by Nursing Departments or hospitals. A total of 1 479 hospitals (67.20%) established anesthesia recovery rooms in their Operating Rooms, which was higher than 59.34% (1 210 hospitals) surveyed in 2016, and the difference was statistically significant (χ 2=226.701, P<0.01). 74.69% (1 644/2 201) and 87.87% (1 934/2 201) of hospitals carried out post management and capacity classification management in Operating Rooms, respectively. Day surgery and robotic surgery were performed in 47.80% (1 052/201) and 7.68% (169/2 201) hospitals, respectively. 36.98% (814/2 201) of the hospitals passed the information evaluation system certification and 64.61% (1 422/2 201) of the hospitals used the Operating Room information management system. In the Operating Room information system of the hospital, 2.54% (56/2 201) had intelligent functions. And 77.24% (1 700/2 201) of hospitals participated in the qualification training of Operating Room specialist nurses. Conclusions:By July 2021, the number of Operating Rooms in most hospitals in China is less than 30, and the annual number of operating cases is less than 20 000. The educational background and professional title of Operating Room nurses are mainly undergraduate and nurse. More than 60% of hospitals have set up anesthesia recovery rooms and have information management systems for Operating Rooms. At the same time, Operating Rooms in Chinese hospitals have widely implemented diversified nursing management models such as post management and ability grading management.

Objective:To explore the clinical phenotype and gene characteristics of a case of TSC2/PKD1 adjacency gene syndrome, so as to improve the clinical understanding of the disease.Methods:A case of TSC2/PKD1 adjacency gene syndrome diagnosed in the Department of Neurology of the Children′s Hospital Affiliated to Zhengzhou University was analyzed retrospectively. The clinical data, laboratory examination, imaging characteristics and gene variation characteristics of the child were summarized.Results:The patient was a 17 months old girl, with the main complaint of "intermittent convulsion with 17 months of underdevelopment". The clinical manifestations were epileptic seizures, which were in the form of a series of spastic seizures, absence seizures, focal seizures, and depigmentation spots can be seen in the trunk and neck. Cranial magnetic resonance imaging showed multiple patchy signals in the cortex and subcortical areas of the bilateral cerebral hemispheres, multiple small nodular shadows under the ependyma of the bilateral lateral ventricles, the heart color Doppler ultrasound showed patent foramen ovale and pericardial effusion, and the abdomen color Doppler ultrasound showed polycystic kidney. Ophthalmic color Doppler ultrasound showed that there were localized small swelling lesions around the optic disc of the left eye. The whole exon gene sequencing of the pedigree showed the proband had partial deletion of TSC2 gene (NM_000548) at chromosome position chr16: 2125799-2185690. The real-time quantitative detection system verified that exons 23-42 were deleted, and all exons of PKD1 gene were deleted (NM_001009944), and multiple ligation dependent probe amplification verified that exons 1-46 were deleted, and no downstream gene deletion was found. The overall deletion size was about 60 kb. Both of the girl's father and mother had normal phenotypes and were wild-type.Conclusions:TSC2/PKD1 adjacency gene syndrome is relatively rare. It can have clinical manifestations of tuberous sclerosis/autosomal dominant polycystic kidney disease. Most of the nervous system and kidney are seriously affected, and the prognosis is poor. TSC2/PKD1 gene deletion and variation is the genetic cause of the TSC2/PKD1 adjacency gene syndrome.