2021
DOI: 10.3390/ijms22126184
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Bioinformatics Accelerates the Major Tetrad: A Real Boost for the Pharmaceutical Industry

Abstract: With advanced technology and its development, bioinformatics is one of the avant-garde fields that has managed to make amazing progress in the pharmaceutical–medical field by modeling the infrastructural dimensions of healthcare and integrating computing tools in drug innovation, facilitating prevention, detection/more accurate diagnosis, and treatment of disorders, while saving time and money. By association, bioinformatics and pharmacovigilance promoted both sample analyzes and interpretation of drug side ef… Show more

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Cited by 52 publications
(18 citation statements)
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References 193 publications
(223 reference statements)
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“…Although the existing research results show the great potential of artificial immune subtype algorithm in solving some practical problems and the advantages in solving some optimization problems, the current research on artificial immune subtype system algorithms is still in its infancy. Its broad application prospects are still waiting for more detailed development [ 5 ]. In order to improve the search speed of the algorithm, the gradient-like information is extracted from the redundant information carried by the cloned individuals, which expands the application range of commonly used gradient information extraction methods such as traditional Jacobian vector and tangent vector, improves the search performance of the algorithm, and strengthens the interaction between individuals in subgroups and between subgroups; deleting to cope with the dynamic characteristics of dynamic optimization of periodic and nonperiodic changes, the memory mechanism of immune subtypes of hepatocellular carcinoma was deeply studied; and according to the different life cycles of memory hepatocytes, the proposed long-term-short-term memory mechanism [ 6 – 8 ].…”
Section: Introductionmentioning
confidence: 99%
“…Although the existing research results show the great potential of artificial immune subtype algorithm in solving some practical problems and the advantages in solving some optimization problems, the current research on artificial immune subtype system algorithms is still in its infancy. Its broad application prospects are still waiting for more detailed development [ 5 ]. In order to improve the search speed of the algorithm, the gradient-like information is extracted from the redundant information carried by the cloned individuals, which expands the application range of commonly used gradient information extraction methods such as traditional Jacobian vector and tangent vector, improves the search performance of the algorithm, and strengthens the interaction between individuals in subgroups and between subgroups; deleting to cope with the dynamic characteristics of dynamic optimization of periodic and nonperiodic changes, the memory mechanism of immune subtypes of hepatocellular carcinoma was deeply studied; and according to the different life cycles of memory hepatocytes, the proposed long-term-short-term memory mechanism [ 6 – 8 ].…”
Section: Introductionmentioning
confidence: 99%
“…In recent years, drug discovery and development based on systems biology have attracted increasing interest in the scientific and industrial fields [ 179 , 180 ]. Human disease models and multi-layered omics data can improve the success rate of drug development and predict the safety and efficacy of drugs in patients [ 181 ].…”
Section: Discussionmentioning
confidence: 99%
“…Pharmacological therapies are available only in about 30% of the diseases identified, and many biological targets for numerous diseases are yet to be identified [ 37 ]; therefore, we should use those agents (see Table 1 ) that have been studied for lowering the BP safely and effectively.…”
Section: Managementmentioning
confidence: 99%