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Genome-wide analysis of cell-free DNA methylation profile is a promising approach for sensitive and specific detection of many cancers. However, scaling such assays for clinical translation is impractical because of the high cost of whole-genome bisulfite sequencing. We show that the small fraction of GC-rich genome is highly enriched in CpG sites and disproportionately harbors most of the cancer-specific methylation signature. Here, we report on the simple and effective heat enrichment of CpG-rich regions for bisulfite sequencing (Heatrich-BS) platform that allows for focused methylation profiling in these highly informative regions. Our novel method and bioinformatics algorithm enable accurate tumor burden estimation and quantitative tracking of colorectal cancer patient's response to treatment at much reduced sequencing cost suitable for frequent monitoring. We also show tumor epigenetic subtyping using Heatrich-BS, which could enable patient stratification. Heatrich-BS holds great potential for highly scalable screening and monitoring of cancer using liquid biopsy.
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http://dx.doi.org/10.1126/sciadv.abn4030 | DOI Listing |
Biochim Biophys Acta Gen Subj
September 2025
Department of Biotechnology, Faculty of Applied Science, King Mongkut University of Technology North Bangkok, Bangkok 10800, Thailand; Food and Agro-Industrial Research Center, King Mongkut's University of Technology North Bangkok, Bangkok 10800, Thailand,. Electronic address:
In modern drug discovery, there is a pressing need for rapid, cost-effective, and accessible methods to evaluate the biological activities of newly synthesized compounds. Traditional kinase assay platforms are often labor-intensive, time-consuming, and require specialized equipment or expertise. To address these limitations, we developed and validated a convenient in vitro kinase assay based on a recombinant biosensor, Picchu-B, constructed using a bacterial expression system.
View Article and Find Full Text PDFBioinspir Biomim
September 2025
University of Shanghai for Science and Technology, shanghai, Shanghai, Shanghai, 200093, CHINA.
Collective intelligence in biological groups can be employed to inspire the control of artificial complex systems, such as swarm robotics. However, modeling for the social interactions between individuals is still a challenging task. Without loss of generality, we propose a deep attention network model that incorporates the principles of biological Hard Attention mechanisms, that means an individual only pay attention to one or two neighbors for collective motion decision in large group.
View Article and Find Full Text PDFSci Total Environ
September 2025
Environmental Science and Engineering Department, Indian Institute of Technology Bombay, Mumbai, 400076, India; Centre for Climate Studies, Indian Institute of Technology Bombay, Mumbai, 400076, India.. Electronic address:
With growing populations and an increasing frequency of flood events, large-scale flood hazard assessment (LSFHA) and exposure analyses have become critically important. Global Flood Models (GFMs) significantly contribute to these efforts by simulating flood dynamics based on runoff inputs from Land Surface Models (LSMs), Global Hydrological Models (GHMs), or Reanalysis datasets. However, GFM outputs remain highly sensitive to runoff input choice, leading to substantial uncertainty in LSFHA.
View Article and Find Full Text PDFJ Colloid Interface Sci
September 2025
National and Local Joint Engineering Research Center for Lithium-ion Batteries and Materials Preparation Technology, Key Laboratory of Advanced Battery Materials of Yunnan Province, Faculty of Metallurgical and Energy Engineering, Kunming University of Science and Technology, Kunming 650093, China..
Spinel lithium manganate (LiMnO) is considered a highly promising cobalt-free cathode material for lithium-ion batteries (LIBs) owing to its three-dimensional Li-ion diffusion channels and the abundance of manganese. However, its practical applications are limited due to the substantial capacity deterioration induced by the Jahn-Teller effect and interfacial instability with the organic electrolyte. In this work, we propose a polyanion-based surface engineering strategy that enables simultaneous doping and the formation of a protective coating on the LiMnO cathode.
View Article and Find Full Text PDFJ Colloid Interface Sci
September 2025
Department of Chemical and Materials Engineering, National Yunlin University of Science and Technology, 123 University Road, Section 3, Douliou, Yunlin 64002, Taiwan.
Urea electrolysis holds tremendous promise to remediate urea-containing wastewater and produce cost-effective hydrogen. Achieving highly efficient and durable electrocatalysts to drive the anodic urea oxidation reaction (UOR) is paramount to promote its practical applications. Herein, electroless deposition, a scalable, cost-effective, and energy-saving approach, is used to obtain amorphous Ni-Co-P nanoparticles.
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