PubMed · 11175893
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H Ng, R E Dickerson. 2001. Mildly eccentric 'E-DNA'.. https://doi.org/10.1038/84078
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MOTIVATION: 10x Genomics VisiumHD enables spatial transcriptomics at 2 µm × 2 µm resolution but exhibits slide-specific, non-periodic striping artifacts due to lane-width variability. These multiplicative row/column effects distort bin total counts and can bias downstream analyses. The state-of-the-art destriping approach is the normalization procedure used as a preprocessing step in bin2cell; it applies sequential high-quantile row- then column-wise normalization, which is asymmetric and can introduce edge effects/macro-stripes and distortions of large-scale total-count structure. RESULTS: We propose a statistical destriping approach that leverages nuclei segmentation from the co-registered H&E image. Assuming transcript abundance is constant within each nucleus, we model bin counts with a negative binomial distribution whose mean is a product of a nucleus-specific concentration and row- and column-specific stripe-factors reflecting lane-width variation. We fit all parameters in a generalized linear modeling framework with cross-validated regularization on stripe-factors and iterative dispersion estimation, and use the fitted parameters to correct the observed counts into a destriped image. On synthetic data with known ground truth, our method improves stripe-factor estimation accuracy and reduces error in corrected counts relative to bin2cell and bin2cell-derived baselines. Across four public VisiumHD slides, it consistently lowers striping intensity while substantially better preserving biological signal present in the large-scale global count structure and avoiding the artifacts introduced by other methods. AVAILABILITY AND IMPLEMENTATION: All source code and links to publicly available data used for this study are available at https://github.com/paolamalsot/destriping-GLM.
A case of death due to car fire is described where the carbonised skull of the cremated corpse showed an ovoid defect of the cranial bone. The question arose whether this formed fracture was caused by a gunshot. But the reconstruction of the cranial remains with detached parts of the tabula externa provided evidence that the suspicious defect was to be classified as an uncommon heat-induced post-mortem artefact.
Oxidation reactions that involve several oxygen and nitrogen reactive species together with nucleobase radical cations give rise among various classes of lesions to modified bases. About 70 of oxidized nucleosides that include diastereomeric forms have been characterized in mechanistic studies involving isolated DNA and related model compounds. However, only eight modified bases have been accurately measured within cellular DNA upon exposure to either gamma or UVA radiations. Emphasis is placed in this survey on recent developments of HPLC associated with tandem mass spectrometry (MS/MS) operating in the mild electrospray ionization mode. Interestingly, the HPLC-MS/MS assay in the multiple reaction monitoring mode appears to be the more sensitive and accurate method currently available for singling out several oxidized nucleosides including 8-oxo-7,8-dihydro-2'-deoxyguanosine, 8-oxo-7,8-dihydro-2'-deoxyadenosine, 5-formyl-2'-deoxyuridine, 5-(hydroxymethyl-2'-deoxyuridine, 5-hydroxy-2'-deoxyuridine, and the four diastereomers of 5,6-dihydroxy-5,6-dihydrothymidine within isolated and cellular DNA. However, one limitation of the assay that also applied to all chromatographic methods is the slight side-oxidation of normal bases during DNA extraction and subsequent work-up. This explains why the combined use of DNA repair glycosylases with either the comet assay or the alkaline elution technique is a better alternative to monitor the formation of low levels of oxidized bases within cellular DNA.