Modeling recurrent event data with multiple event types has drawn interest in recent biomedical studies due to its flexibility for understanding different risk factors for multiple recurrent event processes. However, in such data type, missing event type appears frequently because of various reasons such as recording ignorance or resource limitation. In this study, we aim to propose an inverse probability weighted estimation that is commonly used in the missing data literature to correct possibly biased estimation by a complete-case analysis. This approach is not limited to a specific form of the recurrent event model. We derive the large sample theory in a general form. We demonstrate that our approach can be applied to either multiplicative or additive rates model with practical sample size via comprehensive simulations. Nonmucoid and mucoid Pseudomonas aeruginosa infections of 14 888 patients in 2016 Cystic Fibrosis Foundation Patient Registry data are analyzed to show that, without including 12% events with missing event type in the analysis, several factors may be misidentified as risk factors for the nonmucoid type of infections. Acute pulmonary embolism is a life-threatening cardiothoracic emergency leading to right ventricle systolic and diastolic dysfunction. In the present study, we investigated the right ventricle diastolic function and its predictive value in patients with acute pulmonary embolism. Were prospectively recruited in this study 621 patients diagnosed with acute pulmonary embolism between December 2015 and June 2019. Among them, 173 were excluded, leaving 448 patients for follow-up. Transthoracic echocardiography was performed for the evaluation of the right ventricle systolic and diastolic indices. At 30-day follow-up, the patients were allocated either into the benign or in the complicated clinical course group. The group with complicated clinical course had higher value of pulmonary artery systolic pressure (PASP), right/left ventricle diameter ratio, E-wave velocity, E/A ratio, A' wave velocity, E/E' ratio, and time interval between E and E' waves (P < .05), but lower values of tricuspid annular plane systolic excursion, A-wave velocity, isovolumetric relaxation time, deceleration time, E', and E'/A' (P < .05). Complicated clinical course was associated with shorter isovolumetric relaxation time (r=.564, P < .001), E/E' (r=.495, P < .001), and TE-E' (r=.596, P < .001). Receiver operator characteristic curve analysis showed that TE-E' had the largest area under curve (TE-E' 0.82, IVRT 0.77, E/E' 0.72). A cut-off value of TE-E'=70 milliseconds had an 81.1% sensitivity and 71.4% specificity for the prediction of the complicated clinical course. The assessment of the right ventricle diastolic function could predict the complicated clinical course in patients with acute pulmonary embolism. The assessment of the right ventricle diastolic function could predict the complicated clinical course in patients with acute pulmonary embolism. To evaluate the clinical efficacy of tetracycline, doxycycline, and lymecycline in patients with hidradenitis suppurativa (HS). A prospective study of three different treatment regimens in patients with HS; oral tetracycline 500mg twice daily, oral doxycycline 100mg twice daily, and oral lymecycline 300mg twice daily were administered in patients with HS. https://www.selleckchem.com/products/nivolumab.html Outcomes were change in Hidradenitis Suppurativa Score (HSS), Dermatology Life Quality Life index (DLQI), overall disease-related distress, boil-related pain, number of boils in the preceding month, fraction of patients with no boils in the preceding month, and Physician's Global Assessment (PGA) score at follow-up. In total, 108 patients, 73 (67.6%) women and 35 (32.4%) men, were included. Mean duration of treatment was 4.3months. The mean HSS at baseline was 26.10 (SD 20.18) points, improving to 17.97 (SD 17.88) at follow-up, difference is 8.13 (95% CI 5.21-10.93), P<0.0001. Highest improvement in HSS was observed in the tetracycline group. After multivariate adjustment, higher reduction in HSS was significantly associated with lower BMI, Hurley stage III, higher HSS at baseline, and higher number of boils in the preceding month at baseline. Oral treatment with tetracycline, doxycycline, and lymecycline appears effective and safe in HS patients. Tetracycline provided the greatest clinical improvement measured by HSS. Oral treatment with tetracycline, doxycycline, and lymecycline appears effective and safe in HS patients. Tetracycline provided the greatest clinical improvement measured by HSS.The phytohormone gibberellin (GA) is critical for anther development. RGA, a member of the DELLA family of proteins that are central GA signalling repressors, is a key regulator of male fertility in plants. However, the downstream genes in GA-RGA-mediated anther development remain to be characterised. We identified RGA Target 1 (RGAT1), a novel Arabidopsis gene, that functions as an important RGA-regulated target in pollen development. RGAT1 is predominantly expressed in the tapetum and microspores during anther stages 8-11, and can be directly activated by RGA and suppressed by GA in inflorescence apices. Both loss of function and gain of function of RGAT1 led to abnormal tapetum development, resulting in abortive pollen and short siliques. In RGAT1-knockdown and overexpression lines, pollen abortion occurred at stage 10. Loss of RGAT1 function induced the premature degeneration of tapetal cells with defective ER-derived tapetosomes, while RGAT1 overexpression delayed tapetum degeneration. TUNEL assay confirmed that RGAT1 participates in timely tapetal programmed cell death. Moreover, reducing RGAT1 expression partially rescued the tapetal developmental defects in GA-deficient ga1-3 mutant. Our findings revealed that RGAT1 is a direct target of RGA and plays an essential role in GA-mediated tapetum and pollen development.MGST2 is a member of the MAPEG superfamily, which participates in LTC4 synthesis and plays important roles in the regulation of the oxidative stress pathway and some diseases. Here, we isolated a previously uncharacterized gene in Apis cerana cerana named AccMGST2 by reverse transcription-polymerase chain reaction. The biological characteristics of AccMGST2 were analyzed by bioinformatics. The amino acid sequence similarity between AccMGST2 and AmMGST2 of Apis mellifera reached 96.08%. The expression characteristics of AccMGST2 were explored in several tissues. The quantitative real-time polymerase chain reaction results showed that the AccMGST2 gene was highly expressed in the head and muscle and that AccMGST2 expression responded to oxidative stress caused by different abiotic stresses. AccMGST2 was silenced using RNA interference, which decreased the expression levels of some MAPK and antioxidant genes. Therefore, we conclude that AccMGST2 is involved in the regulation of oxidative stress in A. cerana cerana.