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Evolutionary Algorithm is a mature global optimization method with high robustness and wide applicability. It can effectively address complex problems that are difficult to be solved by traditional optimization algorithms. In evolution, it is still uncertain which gene parent can produce offspring through competition and eventually become an excellent individual of the last generation population. Inspired by the fact that gene sequencing can discover biological gene defects, this paper proposes a dynamic multi-objective evolutionary algorithm based on gene sequencing and gene editing (GSGE). The gene sequencing algorithm is designed using support vector machine (SVM), and correlation coefficient, as the result of sequencing, has also been verified. Combining stratified sampling and multi-population strategy, a prediction strategy that can use all chromosome information is designed. The new gene editing strategy edits individual genes to optimize the Pareto optimal front (PF) distribution, for the first time different types of genes can match different optimization strategies, which greatly improves the distribution of the population without affecting the convergence. The comparison experiment between GSGE and the state of the art algorithms is performed on 25 test functions and the Pareto optimal set (PS) curves obtained by dimension reduction fully demonstrate the significant advantages of GSGE. • Gene sequencing using support vector machine was designed for gene classification. • A prediction strategy that can use all chromosome information is designed. • A novel gene editing strategy was designed to achieve direct assign values to genes. [ABSTRACT FROM AUTHOR]

The program has provided 1,070 rare disease diagnoses. Researchers hope to shed light on the 70% of rare diseases still misunderstood. [ABSTRACT FROM AUTHOR]

JAPAN - New broad strain anti-influenza macrocyclic peptide therapeutic developed. LAOS - bioCSL supports public health efforts in Laos with donation of more than 700,000 doses of seasonal influenza vaccine. SINGAPORE - New NUS spin-off company to reduce cancer death and disease burden through real time cancer diagnosis. THAILAND - Bats protect rice fields against pests. THE PHILIPPINES - Hotter nights may cause rice yields to fall. THE PHILIPPINES - Study suggests shift in strategy on pneumonia vaccinations. BANGLADESH - Mutant bird flu worries Bangladeshi scientists. EUROPE - Novel strategy to molecular anticancer therapy. SRI LANKA - Evolving dengue strains plague Sri Lanka. UNITED STATES - Gene sequencing project discovers mutations tied to deadly brain tumors in young children. UNITED STATES - Laboratory-grown vaginas implanted in patients. UNITED STATES - Stem cells in circulating blood affect cardiovascular health. UNITED STATES - New point of attack on HIV for vaccine development. UNITED STATES - GAIM-changing molecules to combat Alzheimer's disease and other neurodegenerative disorders discovered. UNITED STATES - Breath analysis offers non-invasive method to detect early lung cancer. UNITED STATES - Researchers discover new genetic brain disorder in humans. [ABSTRACT FROM AUTHOR]

The five-year program aims to build a database of sequenced DNA samples and paired electronic health records from 1 million Mount Sinai patients. [ABSTRACT FROM AUTHOR]

The article offers information on how to deal the overloading data in a data science. It says that method and algorithmns that provides new ways to control and understand big data as developed by the computer scientists of Lawrence Livermore Laboratory. Livermore's Global security principal directorate Dean Williams states that there are four steps in solving data-science problems which includes data organizing, choosing useful data, and analyzing the meaning of image and other data streams.

Why do some people get SARS-CoV-2 infection, but others can fight it off? Why do some people develop serious COVID-19 disease after infection, while others only exhibit mild symptoms? A group of scientists from Regeneron has found some clues to those questions from the human genome. [ABSTRACT FROM AUTHOR]

In a genetic milestone, researchers have amassed DNA data from an entire population of people. Here’s what we can learn from that information [ABSTRACT FROM PUBLISHER]