The AmpFlSTR(®) NGM™ kit shows an increased sensitivity compared to previous AmpFlSTR(®) kits, and the addition of a 29th PCR cycle was found to be the major cause for this. During in-house validation, we evaluated whether the increased sensitivity requires elevation of the stochastic threshold (below which alleles are prone to drop out due to low template amplification effects). To determine the stochastic threshold, over 500 false homozygotes were examined and the threshold was set at the rfu value where 99% of the alleles had a peak height below this value. Using 2085 Dutch reference samples, locus-specific stutter ratios were empirically determined and compared with the ones provided by Applied Biosystems. Application of sharp stutter filters is especially important for the analysis of unequal mixtures. To prevent allele calling of 99% of the -1 repeat unit stutters, thirteen stutter ratio filters could be lowered by up to 1.79% and for two loci the stutter ratio filters had to be elevated slightly with a maximum of 0.06%. At all loci +1 repeat stutters were visible for the higher DNA inputs and for lower inputs at the tri-nucleotide repeat locus D22S1045 as well. The overall +1 stutter ratio filter was set to 2.50% and for D22S1045 it was determined to be 7.27%. To find the optimal strategy to sensitise genotyping for low template DNA samples, a comparison was made between enhancing the capillary electrophoresis settings (9kV for 10s) and increasing the number of PCR cycles (29+5 cycles).
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http://dx.doi.org/10.1016/j.fsigen.2012.05.001 | DOI Listing |
ISA Trans
January 2025
School of Mathematics and Physics, Qingdao University of Science and Technology, Qingdao 266061, China; Qingdao Innovation Center of Artificial Intelligence Ocean Technology, Qingdao 266061, China; The Research Institute for Mathematics and Interdisciplinary Sciences, Qingdao University of Science and Technology, Qingdao 266061, China. Electronic address:
This paper considers the event-triggered adaptive fault-tolerant control (FTC) problem for a class of stochastic nonlinear systems suffering from finite number of actuator failures and abrupt system external failure. Unlike existing event-triggered mechanisms (ETMs), this paper proposes an improved switching threshold mechanism (STM) that effectively addresses the potential system security hazards caused by large signal impulses when both the magnitude size of the controller and its rate of change are too large, while also saving energy consumption. Especially, when the occurrence of both actuator failure and system external failure may lead to over-change rate of the controller, by using the multi-dimensional Taylor network (MTN) approximation technique, the adaptive fault-tolerant control scheme designed based on the improved STM not only has lower resource consumption, but also indirectly improves the control performance of the system by ensuring the system security operation.
View Article and Find Full Text PDFPLoS One
January 2025
Department of Health Informatics, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
School closures are a safe and important strategy for preventing infectious diseases in schools. However, the effects of school closures have not been fully demonstrated, and prolonged school closures have a negative impact on students and communities. This study evaluated class-specific school closure strategies to prevent the spread of seasonal influenza and determine the optimal timing and duration.
View Article and Find Full Text PDFMater Horiz
January 2025
Center for Nanophotonics, AMOLF, 1098 XG, Amsterdam, The Netherlands.
Hardware neural networks could perform certain computational tasks orders of magnitude more energy-efficiently than conventional computers. Artificial neurons are a key component of these networks and are currently implemented with electronic circuits based on capacitors and transistors. However, artificial neurons based on memristive devices are a promising alternative, owing to their potentially smaller size and inherent stochasticity.
View Article and Find Full Text PDFExp Brain Res
January 2025
Department of Rehabilitation Medicine, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, 510080, China.
Vestibular dysfunction has been reported as a potential cause in adolescent idiopathic scoliosis (AIS). However, it remained unclear how stochastic galvanic vestibular stimulation (GVS) affected kinetic performance of patients with AIS. This study aimed to investigate the effect of stochastic GVS on ground reaction forces (GRF) measures during obstacle negotiation among patients with AIS.
View Article and Find Full Text PDFChaos
January 2025
Department of Mathematics, Xi'an University of Science and Technology, Xi'an 710054, People's Republic of China.
The existing research studies on the basin stability of stochastic systems typically focus on smooth systems, or the attraction basins are pre-defined as easily solvable regular basins. In this work, we introduce a new framework to discover the basin stability from state time series in the non-smooth stochastic competition system under threshold control. Specifically, we approximate the drift and diffusion with threshold control parameters by an extended Kramers-Moyal expansion with initial state partitioning.
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