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Background: Single-cell whole-genome sequencing provides novel insights into the nature of genetic heterogeneity in normal and diseased cells. However, amplification of formalin-fixed tissues with low cell numbers is still problematic and multiple annealing, and looping-based amplification cycles (MALBAC) is a commonly used whole-genome amplification (WGA) method with low cell numbers.
Methods: We developed a low-input tailing method to evaluate the MALBAC-based WGA from sub-nanogram or less quantities of input DNA. The tailing method uses 2100 BioAnalyzer to evaluate the size distribution of MALBAC products, and comparing the tailing with 10380 bp.
Results: Compared with a 22 loci qPCR panel, the tailing method provided a similar WGA evaluation efficiency in 13 samples on one set of study, with lower input, cheaper cost, shorter manual time, and a clear filtering cut off. Later, we demonstrated a strong correlation between tailing size and coverage breadth in another 29 samples on two sets of assays. As a result, the tailing method showed that it could predict whether a sequence breadth achieved 70% or not with 100% accuracy on these three sets of assays. Although further studies are needed, this tailing method is expected to be used as an excellent tool to select high-quality WGA products before library construction.
Conclusions: Our tailing method can provide a new WGA quality test to evaluate the WGA efficiency with 100% accuracy (42/42). Compared with qPCR panel, our tailing method needs lower input, cheaper cost, shorter manual time, a clear filtering cut off, and extendable high throughput as well as the same sensitivity.
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http://dx.doi.org/10.1002/jcla.22697 | DOI Listing |
Nat Commun
August 2025
State Key Laboratory of Metabolism and Regulation in Complex Organisms, College of Chemistry and Molecular Sciences, Taikang Center for Life and Medical Sciences, Wuhan University, Wuhan, China.
Extracellular vesicles (EVs) are promising biomarkers for cancer diagnosis and prognosis due to their ability to carry specific biomolecular cargo, including DNA. However, the clinical utility of DNA methylation-based liquid biopsies using EV-DNA remains underexplored. The low quantity and relatively long length of EV-DNA complicate whole-genome methylation profiling.
View Article and Find Full Text PDFMaterials (Basel)
August 2025
Faculty of Built Environment, University of New South Wales, Sydney, NSW 2052, Australia.
Highly alkaline and highly toxic red mud and other bulk industrial solid wastes become severely accumulated, posing huge risks such as soil degradation and environmental pollution. It is urgent to develop a long-term and stable resource disposal method. In the present research, artificial lightweight aggregates were fabricated utilizing industrial solid residues including red mud, phosphate tailing powder, and fly ash as raw materials.
View Article and Find Full Text PDFJ Chromatogr A
October 2025
BOKU University, Department of Biotechnology and Food Sciences, Institute of Bioprocess Science and Engineering, Muthgasse 18, 1190 Vienna, Austria. Electronic address:
Very small columns are difficult to pack, especially with rigid chromatography media. We evaluate the performance of commercial and self-packed anion exchange columns ranging from 0.2 to 10.
View Article and Find Full Text PDFJ Environ Manage
August 2025
Hubei Three Gorges Laboratory, Yichang, 443000, China.
Phosphorus (P) is vital crucial for aquatic ecosystems, but excessive P can cause harm to the environment. Hence it is necessary to remove P from wastewater. Manganese ore tailings (MnT) are rich in metal elements such as Ca, Mg, Fe and Mn which can be used to remove P by precipitation.
View Article and Find Full Text PDFJ Colloid Interface Sci
August 2025
Guangzhou Institute of Energy Conversion, Chinese Academy of Sciences, Guangzhou 510640, China. Electronic address:
Utilizing plant-derived electrode materials with natural multi-channel structure for supercapacitors is an effective approach for developing sustainable energy and innovatively utilizing agricultural waste. In this study, based on the green synthesis strategy of recycling waste resources, Pennisetum Hydridum loaded zirconium dioxide composite electrode materials were prepared by low-temperature annealing under argon protection using the natively grown Pennisetum Hydridum in rare earth tailings as precursors. The process accomplished the recovery of carbon resources while realizing the ecological restoration of tailings.
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