| 1. |
- Beal, Jacob, et al.
(författare)
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Robust estimation of bacterial cell count from optical density
- 2020
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Ingår i: Communications Biology. - : Springer Science and Business Media LLC. - 2399-3642. ; 3:1
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Tidskriftsartikel (refereegranskat)abstract
- Optical density (OD) is widely used to estimate the density of cells in liquid culture, but cannot be compared between instruments without a standardized calibration protocol and is challenging to relate to actual cell count. We address this with an interlaboratory study comparing three simple, low-cost, and highly accessible OD calibration protocols across 244 laboratories, applied to eight strains of constitutive GFP-expressing E. coli. Based on our results, we recommend calibrating OD to estimated cell count using serial dilution of silica microspheres, which produces highly precise calibration (95.5% of residuals <1.2-fold), is easily assessed for quality control, also assesses instrument effective linear range, and can be combined with fluorescence calibration to obtain units of Molecules of Equivalent Fluorescein (MEFL) per cell, allowing direct comparison and data fusion with flow cytometry measurements: in our study, fluorescence per cell measurements showed only a 1.07-fold mean difference between plate reader and flow cytometry data.
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| 2. |
- Gao, Hong, et al.
(författare)
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The landscape of tolerated genetic variation in humans and primates
- 2023
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Ingår i: Science. - : American Association for the Advancement of Science (AAAS). - 0036-8075 .- 1095-9203. ; 380:6648
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Tidskriftsartikel (refereegranskat)abstract
- Personalized genome sequencing has revealed millions of genetic differences between individuals, but our understanding of their clinical relevance remains largely incomplete. To systematically decipher the effects of human genetic variants, we obtained whole-genome sequencing data for 809 individuals from 233 primate species and identified 4.3 million common protein-altering variants with orthologs in humans. We show that these variants can be inferred to have nondeleterious effects in humans based on their presence at high allele frequencies in other primate populations. We use this resource to classify 6% of all possible human protein-altering variants as likely benign and impute the pathogenicity of the remaining 94% of variants with deep learning, achieving state-of-the-art accuracy for diagnosing pathogenic variants in patients with genetic diseases.
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| 3. |
- Condello, Carlo, et al.
(författare)
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Structural heterogeneity and intersubject variability of A beta in familial and sporadic Alzheimer's disease
- 2018
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Ingår i: Proceedings of the National Academy of Sciences of the United States of America. - : NATL ACAD SCIENCES. - 0027-8424 .- 1091-6490. ; 115:4, s. E782-E791
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Tidskriftsartikel (refereegranskat)abstract
- Point mutations in the amyloid-beta (A beta) coding region produce a combination of mutant and WT A beta isoforms that yield unique clinicopathologies in familial Alzheimer's disease (fAD) and cerebral amyloid angiopathy (fCAA) patients. Here, we report a method to investigate the structural variability of amyloid deposits found in fAD, fCAA, and sporadic AD (sAD). Using this approach, we demonstrate that mutant A beta determines WT A beta conformation through prion template-directed misfolding. Using principal component analysis of multiple structure-sensitive fluorescent amyloid-binding dyes, we assessed the conformational variability of A beta deposits in fAD, fCAA, and sAD patients. Comparing many deposits from a given patient with the overall population, we found that intrapatient variability is much lower than interpatient variability for both disease types. In a given brain, we observed one or two structurally distinct forms. When two forms coexist, they segregate between the parenchyma and cerebrovasculature, particularly in fAD patients. Compared with sAD samples, deposits from fAD patients show less intersubject variability, and little overlap exists between fAD and sAD deposits. Finally, we examined whether E22G (Arctic) or E22Q (Dutch) mutants direct the misfolding of WT A beta, leading to fAD-like plaques in vivo. Intracerebrally injecting mutant A beta 40 fibrils into transgenic mice expressing only WT A beta induced the deposition of plaques with many biochemical hallmarks of fAD. Thus, mutant A beta 40 prions induce a conformation of WT A beta similar to that found in fAD deposits. These findings indicate that diverse AD phenotypes likely arise from one or more initial A beta prion conformations, which kinetically dominate the spread of prions in the brain.
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| 4. |
- Xiong, Qin, et al.
(författare)
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Characterizing 3D Floating Gate NAND Flash : Observations, Analyses, and Implications
- 2018
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Ingår i: ACM Transactions on Storage. - : Association for Computing Machinery (ACM). - 1553-3077 .- 1553-3093. ; 14:2
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Tidskriftsartikel (refereegranskat)abstract
- As both NAND flash memory manufacturers and users are turning their attentions from planar architecture towards three-dimensional (3D) architecture, it becomes critical and urgent to understand the characteristics of 3D NAND flash memory. These characteristics, especially those different from planar NAND flash, can significantly affect design choices of flash management techniques. In this article, we present a characterization study on the state-of-the-art 3D floating gate (FG) NAND flash memory through comprehensive experiments on an FPGA-based 3D NAND flash evaluation platform. We make distinct observations on its performance and reliability, such as operation latencies and various error patterns, followed by careful analyses from physical and circuit-level perspectives. Although 3D FG NAND flash provides much higher storage densities than planar NAND flash, it faces new performance challenges of garbage collection overhead and program performance variations and more complicated reliability issues due to, e.g., distinct location dependence and value dependence of errors. We also summarize the differences between 3D FG NAND flash and planar NAND flash and discuss implications on the designs of NAND flash management techniques brought by the architecture innovation. We believe that our work will facilitate developing novel 3D FG NAND flash-oriented designs to achieve better performance and reliability.
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