Acid-base dissociation constant (pK_a) is a key physicochemical parameter in chemical science, especially in organic synthesis and drug discovery. Current methodologies for pK_a prediction still suffer from limited applicability domain and lack of chemical insight. Here we present MF-SuP-pK_a (multi-fidelity modeling with subgraph pooling for pK_a prediction), a novel pK_a prediction model that utilizes subgraph pooling, multi-fidelity learning and data augmentation. In our model, a knowledge-aware subgraph pooling strategy was designed to capture the local and global environments around the ionization sites for micro-pK_a prediction. To overcome the scarcity of accurate pK_a data, low-fidelity data (computational pK_a) was used to fit the high-fidelity data (experimental pK_a) through transfer learning. The final MF-SuP-pK_a model was constructed by pre-training on the augmented ChEMBL data set and fine-tuning on the DataWarrior data set. Extensive evaluation on the DataWarrior data set and three benchmark data sets shows that MF-SuP-pK_a achieves superior performances to the state-of-the-art pK_a prediction models while requires much less high-fidelity training data. Compared with Attentive FP, MF-SuP-pK_a achieves 23.83% and 20.12% improvement in terms of mean absolute error (MAE) on the acidic and basic sets, respectively.

【Objective】 To learn the production efficient of platelet components among prefecture-level blood stations in China, to provide supporting data for those blood stations to optimize the production mode of platelet components and continuously improve production efficiency and supply capacity. 【Methods】 The data from 2017 to 2020 was obtained from 24 prefecture-level blood stations who were the members of the practice comparison network for blood institutes in China. The collection units of apheresis platelets, the number of dual-collections of apheresis platelets and plasma, the average apheresis units of one platelet apheresis procedure, the discarded rate of apheresis platelets, the amount of expired apheresis platelets and the amount of apheresis platelets issued were collected. For concentrated platelets, the prepared amount of platelet concentrates and the amount of expired platelet concentrates were collected; both the quantity of qualified and issued concentrated platelets were submitted for statistical analysis.The total output and efficiency of platelet components were calculated based on the collected data. 【Results】 The average annual growth rate of apheresis platelets collection in 24 prefecture-level blood stations was 12.23%, accounting for 99.80% of the total platelet output; the average collection unit of one platelets apheresis procedure was 1.75; from 2019 to 2020, only 5 blood stations performed dual-collection of platelet and plasma during one apheresis procedure; the discarded rate of apheresis platelets was 0.28%, of which 0.007% was due to expiration. A total of 1 621.2 therapeutic units of concentrated platelets were prepared, and 13.03% of them was discarded due to the expiration. The production efficiency of platelet components was 97.56%, of which the production efficiency of apheresis platelets was 97.61% and the production efficiency of concentrated platelets was 74.43%. 【Conclusion】 There are large regional differences in the supply capacity of platelet components in prefecture-level blood stations. Apheresis platelets are the main resource of platelet components product, and the collection capacity is increasing over the years with the characteristics of high production efficiency and low expiration scrapping rate. However, the preparation of concentrated platelets are still limited with relatively low production and high expiration discarded rate.

Objective:To explore the strategy of preimplantation genetic testing for monogenic disorders (PGT-M) with variants of uncertain significance (VUS).Methods:Monogenic disorder couples who carried VUS and sought fertility counseling between 2018 and 2020 in Reproductive and Genetic Hospital of CITIC-Xiangya were recruited in this study. The pathogenicity of VUS was reanalyzed according to the Standards and Guidelines for the Interpretation of Sequence Variants released by the American College of Medical Genetics and Genomics (ACMG) and the Bayesian Classification. Those VUSs were reclassified as "pathogenic/likely pathogenic variants (P/LP)", "likely pathogenic VUS", "variants of uncertain significance", or "likely benign VUS". PGT-M was applied to families with VUS upgraded as "P/LP" or "likely pathogenic VUS" under the principle of couples fully voluntary and understanding the risks. We also followed up the developmental status of fetuses and the health condition of the born children.Results:1) A total of 25 variants were detected in 16 families with monogenic disorders, including 1 P, 3 LP, and 21 VUS. After reanalysis, 11 VUS and 7 VUS were upgraded as LP (52.4%) and "likely pathogenic VUS" (33.3%), respectively. Two VUS were still reclassified as "variants of uncertain significance"(9.5%), and 1 VUS was reclassified as "likely benign VUS" (4.8%). 2) PGT-M was implemented for 14 families with monogenic disorders, including 9 families with VUS upgraded as LP, 2 families with one LP/P and one "likely pathogenic VUS", and 3 families with only "likely pathogenic VUS". 3) Twelve healthy babies were born after PGT-M. Following up was done according to the onset age of diseases: 8 offsprings did not show the symptoms as probands, and 4 offsprings had not yet reached the age of onset and need continuous follow-up.Conclusion:It is necessary to actively search for new evidence and reanalyze the pathogenicity of VUS according to ACMG guidelines before PGT-M. Under fully informed consent of the patients, PGT-M can be carried out for VUS reclassified as "P/LP" and "likely pathogenic VUS", to reduce the risk of recurrence.

Objective:To explore the strategy of preimplantation genetic testing for monogenic disorders (PGT-M) with variants of uncertain significance (VUS).Methods:Monogenic disorder couples who carried VUS and sought fertility counseling between 2018 and 2020 in Reproductive and Genetic Hospital of CITIC-Xiangya were recruited in this study. The pathogenicity of VUS was reanalyzed according to the Standards and Guidelines for the Interpretation of Sequence Variants released by the American College of Medical Genetics and Genomics (ACMG) and the Bayesian Classification. Those VUSs were reclassified as "pathogenic/likely pathogenic variants (P/LP)", "likely pathogenic VUS", "variants of uncertain significance", or "likely benign VUS". PGT-M was applied to families with VUS upgraded as "P/LP" or "likely pathogenic VUS" under the principle of couples fully voluntary and understanding the risks. We also followed up the developmental status of fetuses and the health condition of the born children.Results:1) A total of 25 variants were detected in 16 families with monogenic disorders, including 1 P, 3 LP, and 21 VUS. After reanalysis, 11 VUS and 7 VUS were upgraded as LP (52.4%) and "likely pathogenic VUS" (33.3%), respectively. Two VUS were still reclassified as "variants of uncertain significance"(9.5%), and 1 VUS was reclassified as "likely benign VUS" (4.8%). 2) PGT-M was implemented for 14 families with monogenic disorders, including 9 families with VUS upgraded as LP, 2 families with one LP/P and one "likely pathogenic VUS", and 3 families with only "likely pathogenic VUS". 3) Twelve healthy babies were born after PGT-M. Following up was done according to the onset age of diseases: 8 offsprings did not show the symptoms as probands, and 4 offsprings had not yet reached the age of onset and need continuous follow-up.Conclusion:It is necessary to actively search for new evidence and reanalyze the pathogenicity of VUS according to ACMG guidelines before PGT-M. Under fully informed consent of the patients, PGT-M can be carried out for VUS reclassified as "P/LP" and "likely pathogenic VUS", to reduce the risk of recurrence.

Objective To investigate the impact of prior cerebral infarction (PCI) on in-hospital mortality in patients with Acute Myocardial Infarction (AMI).MethodsA retrospective analysis of documents of a total of 3572 consecutive patients with AMI admitted to Xuanwu Hospital of Capital Medical University from 2002 Jan.1 to 2009 Dec.31 were performed.Results There were 564 patients ( 15.8% )with PCI.Compared with the group of without PC1,the group with PCI were substantially older[(69.4 ±9.9) vs (64.2 ± 12.9)years,P =0.000],and had a higher prevalence of hypertensive disease,diabetes mellitus,prior myocardial infarction (MI) and non-ST-segment elevation myocardial infarction(NSTEMI)( respectively,71.0% vs 57.3%; 41.0% vs 25.7%,12.9% vs 9.5%; 14.9% vs 10.7%,P ＜ 0.01 ),and a higher in-hospital mortality ( 16.5% vs 10.0%,P= 0.000).Univariate analysis demonstrated that in-hospital mortality associated with age,gender,extensive anterior MI,anterior MI,diabetes mellitus,prior cerebral infarction,prior myocardial infarction,coronary angiography and percutaneous coronary intervention.Logistic regression analysis found that risk factors were age,extensive anterior MI,anterior MI,diabetes mellitus and prior cerebral infarction,and protective factors were coronary angiography and percutanous coronary intervention.PCI was independently associated with in-hospital mortality,OR 1.368,95% CI 1.047-1.787,P = 0.022.Conclusion In patients with acute myocardial infarction,the presence of PCI increases the risk of worse in-hospital outcome.

Objective Re stenosis is the common complication of stenting. This study was designed to investigate the functional changes of fibroblast in local re stenosis esophageal tissue after stenting and its relation to re stenosis. Methods Sixteen healthy adult dogs were divided into four groups. Esophageal stent was placed by means of “autogenous broad fascia transplantation and fixation”. At the end of 1,2,4 and 8 weeks,the dogs were killed, and the esophageal tissue with stent were taken out and analyzed by gross observation, light microscopy and electron microscopy. The expression of proliferation cell nuclear antigen (PCNA) and alpha smooth muscle actin (? SMA) in esophageal tissue at 1,2,4 and 8 weeks after stenting were studied by immunohistochemistry. The contents of hydroxyproline and gross amino acid(AA) in re stenosis tissue were measured by amino acid analysis. Results At week 1 and 2 the inflammatory reaction occurred evidently in stented esophagus, with granulation and fibrosis; in some places esophageal tissues began to proliferate towards the lumen. At week 1 some fibroblasts began to express PCNA and ? SMA, and at week 2 the expression augmented significantly. The content of hydroxyproline and AA was significantly higher in the esophageal tissues at 1 and 2 weeks after stenting than that in normal esophagus. At week 4 and 8 esophageal lumen became narrow conspicuously, with a lot of fibrotic tissue and few inflammatory cells. Only a few fibroblasts displayed the expression of PCNA instead of the expression of ? SMA at week 4. There was no expression of PCNA and ? SMA at week 8. The content of AA at week 4 increased significantly compared with that at week 2, and the level was similar between 4 and 8. Electron microscopy revealed that the fibroblasts were in the state of vigorous proliferation and secretion in esophageal tissue at week 2, and a lot of fibrotic tissue formed at week 8. Conclusions Re stenosis mainly expressed as granulation and fibrosis. At week 4 and 8 the fibrosis becomes stable gradually with the lessening of inflammatory reaction. Within 4 weeks of stenting fibroblast retains active proliferation and secretion, but after week 4 the function of fibroblasts gradually lessen or even lose.

This paper introduces a type of anaesthesia workstation which is composed of two vertical medical chests, i.e. the upper and lower parts. Taken out of the chest, the two parts are butted against and locked to make the workstation ready for operation. After operation is finished, the two parts are uncoupled and put into the chests, and then the workstation can be stored and transported with the chests closed.