NSTL国家科技图书文献中心

1. The accuracy of predicting maladaptation to new environments with genomic data NSTL国家科技图书文献中心

Lind, Brandon M. | Lotterhos, Katie E. - 《Molecular ecology resources》 - 2025,25(4) - n/a～n/a - 共17页

摘要： that continued change could have, genomic* offset* | Rapid environmental change poses unprecedented | challenges to species persistence. To understand the extent | methods have been used to forecast maladaptation of | natural populations to future environmental change

关键词： assisted gene flow | climate change | environmental change | genomic forecasting | genomic offset | random forests | redundancy analysis | risk of non-adaptedness | risk of non‐adaptedness

2. Predicting chemotherapy responsiveness in gastric cancer through machine learning analysis of genome, immune, and neutrophil signatures NSTL国家科技图书文献中心

Sasagawa, Shota | Honma, Yoshitaka ... - 《Gastric cancer》 - 2025,28(2) - 228～244 - 共17页

摘要： personalized treatment strategies based on genomic | -80% in forecasting* chemotherapy responses in both* | BackgroundGastric cancer is a major | oncological challenge, ranking highly among causes of cancer | -related mortality worldwide. This study was initiated to

关键词： Gastric cancer | Chemotherapy | Whole-genome sequencing. | RNA sequencing | Machine learning | Tumor-associated neutrophils | Personalized medicine

3. Predicting the future of our oceans—Evaluating genomic forecasting approaches in marine species NSTL国家科技图书文献中心

K. K. S. Layton | M. S. O. Brieuc ... - 《Global change biology》 - 2024,30(3) - n/a～n/a - 共9页

摘要： discuss the few examples where genomic* forecasting has* | to understand the downstream ecological and genomic | evolutionary processes in forecasting* species' responses to* | climate change (e.g., genomic* offset), but to date, much* | . First, we synthesize knowledge about the genomic* basis*

关键词： adaptation | climate change | genomic offset | marine species | validation

4. Predicting bovine daily milk yield by leveraging genomic breeding values NSTL国家科技图书文献中心

Vergani A.M. | Bagnato A.... - 《Computers and Electronics in Agriculture》 - 2024,219 - 1～10 - 共10页

摘要： on two consecutive models: a genomic* prediction one* | to calculate the animal's genomic* breeding value* | forecasting. In particular, we both assess the inclusion of | genomic breeding values calculated within herd or | based on genomic* breeding values is a novelty in the*

关键词： Genomic breeding value | Individual prediction | Machine learning | Milk production forecasting | Phenomics

5. Community Structure and Temporal Dynamics of Viral Epistatic Networks Allow for Early Detection of Emerging Variants with Altered Phenotypes NSTL国家科技图书文献中心

Fatemeh Mohebbi | Alexander Zelikovsky ... - 《Research in Computational Molecular Biology: 28th Annual International Conference, RECOMB 2024, Cambridge, MA, USA, April 29 - May 2, 2024, Proceedings》 - Annual International Conference on Research in Computational Molecular Biology - 2024, - 356～359 - 共4页

摘要： pathogen with adequate genomic* surveillance data, while* | In this study, we demonstrated that SARS-CoV-2 | emerging variants can be detected or predicted by | examining the community structure of viral coordinated | substitution networks. These variants can be linked to dense

关键词： SARS-CoV-2 | Genomic surveillance | Haplotype forecasting | Epistasis | Network community

6. Investigating and forecasting infectious disease dynamics using epidemiological and molecular surveillance data NSTL国家科技图书文献中心

Chowell, Gerardo | Skums, Pavel - 《Physics of life reviews》 - 2024,51 - 294～327 - 共34页

摘要：The integration of viral genomic* data into* | infectious disease forecasting* and monitoring: the* | methodological workflow for epidemic forecasting* and the* | . Additionally, we emphasize the pivotal role of viral genomic | improving data-driven modeling and forecasting* and*

关键词： Epidemic forecasting | Epidemic model | Parameter estimation | Uncertainty quantification | Model validation | Structural identifiability | Practical identifiability | Molecular surveillance | Phylogenetics | Phylodynamics...

7. Predictive Modeling of Colorectal Tumor Growth and Progression with Machine Learning NSTL国家科技图书文献中心

G. Vinudevi | S. P. Vijayaragavan - 《2024 International Conference on Integrated Circuits and Communication Systems: ICICACS 2024, Raichur, India, 23-24 February 2024, [v.1]》 - IEEE International Conference on Integrated Circuits and Communication Systems - 2024, - 1～6 - 共6页

摘要： forecasting the initiation and advancement of colorectal | comprising genomic, imaging, and clinical data. It is | 97% in forecasting* treatment outcomes. The results* | This research investigates the feasibility and | potential applications of machine learning methods in

关键词： Solid modeling | Machine learning | Predictive models | Oncology | Data models | Forecasting | Integrated circuit modeling

8. Novel genomic offset metrics integrate local adaptation into habitat suitability forecasts and inform assisted migration NSTL国家科技图书文献中心

Susanne Lachmuth | Thibaut Capblancq ... - 《Ecological Monographs: Official Publication of the Ecological Society of America》 - 2024,94(1) - n/a～n/a - 共25页

摘要：Abstract Genomic* data are increasingly being* | integrated into macroecological forecasting, offering an | global change biogeography. Genomic* offset, which* | incorporation of intraspecific climate‐associated genomic | genomic offset; however, major hurdles in the

关键词： climate change risk assessment | ecological niche modeling | forest management and conservation | genetic offset | Gradient Forest | intraspecific differentiation | landscape genomics | local adaptation | Picea rubens | predictive ecological genomics...

9. Estimation of SARS-CoV-2 fitness gains from genomic surveillance data without prior lineage classification NSTL国家科技图书文献中心

Tjibbe Donker | Alexis Papathanassop...... - 《Proceedings of the National Academy of Sciences of the United States of America.》 - 2024,121(25) - e2314262121～e2314262121 - 共6页

摘要： signatures, using data collected through genomic | surveillance, is therefore crucial for forecasting* likely* | nucleotide information generated by genomic* surveillance* | The emergence of SARS-CoV-2 variants with | increased fitness has had a strong impact on the

关键词： COVID-19 | SARS-CoV-2 | fitness advantage | genomic surveillance.

10. Development of a novel six DNA damage response-related prognostic signature in osteosarcoma NSTL国家科技图书文献中心

Tianyang Li | Zhenzhou Tang ... - 《Cellular and molecular biology》 - 2024,70(3) - 110～115 - 共6页

摘要：-related biomarkers in forecasting* the prognosis of* | osteosarcoma patients. The osteosarcoma genomic* data from* | identified six DDR-linked biomarkers for forecasting* the* | DNA damage response (DDR) plays a vital role | in the development of cancer. Nevertheless, in

摘要： that continued change could have, genomic* offset* | Rapid environmental change poses unprecedented | challenges to species persistence. To understand the extent | methods have been used to forecast maladaptation of | natural populations to future environmental change

关键词： assisted gene flow | climate change | environmental change | genomic forecasting | genomic offset | random forests | redundancy analysis | risk of non-adaptedness | risk of non‐adaptedness

摘要： personalized treatment strategies based on genomic | -80% in forecasting* chemotherapy responses in both* | BackgroundGastric cancer is a major | oncological challenge, ranking highly among causes of cancer | -related mortality worldwide. This study was initiated to

关键词： Gastric cancer | Chemotherapy | Whole-genome sequencing. | RNA sequencing | Machine learning | Tumor-associated neutrophils | Personalized medicine

关键词： adaptation | climate change | genomic offset | marine species | validation

摘要： on two consecutive models: a genomic* prediction one* | to calculate the animal's genomic* breeding value* | forecasting. In particular, we both assess the inclusion of | genomic breeding values calculated within herd or | based on genomic* breeding values is a novelty in the*

关键词： Genomic breeding value | Individual prediction | Machine learning | Milk production forecasting | Phenomics

摘要： pathogen with adequate genomic* surveillance data, while* | In this study, we demonstrated that SARS-CoV-2 | emerging variants can be detected or predicted by | examining the community structure of viral coordinated | substitution networks. These variants can be linked to dense

关键词： SARS-CoV-2 | Genomic surveillance | Haplotype forecasting | Epistasis | Network community

摘要：The integration of viral genomic* data into* | infectious disease forecasting* and monitoring: the* | methodological workflow for epidemic forecasting* and the* | . Additionally, we emphasize the pivotal role of viral genomic | improving data-driven modeling and forecasting* and*

关键词： Epidemic forecasting | Epidemic model | Parameter estimation | Uncertainty quantification | Model validation | Structural identifiability | Practical identifiability | Molecular surveillance | Phylogenetics | Phylodynamics...

摘要： forecasting the initiation and advancement of colorectal | comprising genomic, imaging, and clinical data. It is | 97% in forecasting* treatment outcomes. The results* | This research investigates the feasibility and | potential applications of machine learning methods in

关键词： Solid modeling | Machine learning | Predictive models | Oncology | Data models | Forecasting | Integrated circuit modeling

摘要：Abstract Genomic* data are increasingly being* | integrated into macroecological forecasting, offering an | global change biogeography. Genomic* offset, which* | incorporation of intraspecific climate‐associated genomic | genomic offset; however, major hurdles in the

关键词： climate change risk assessment | ecological niche modeling | forest management and conservation | genetic offset | Gradient Forest | intraspecific differentiation | landscape genomics | local adaptation | Picea rubens | predictive ecological genomics...

摘要： signatures, using data collected through genomic | surveillance, is therefore crucial for forecasting* likely* | nucleotide information generated by genomic* surveillance* | The emergence of SARS-CoV-2 variants with | increased fitness has had a strong impact on the

关键词： COVID-19 | SARS-CoV-2 | fitness advantage | genomic surveillance.

摘要：-related biomarkers in forecasting* the prognosis of* | osteosarcoma patients. The osteosarcoma genomic* data from* | identified six DDR-linked biomarkers for forecasting* the* | DNA damage response (DDR) plays a vital role | in the development of cancer. Nevertheless, in

关键词： Osteosarcoma | DNA damage response | Prognosis.

4008-161-200 800-990-8900

国家科技图书文献中心

摘要： that continued change could have, genomic offset | Rapid environmental change poses unprecedented | challenges to species persistence. To understand the extent | methods have been used to forecast maladaptation of | natural populations to future environmental change

关键词： assisted gene flow | climate change | environmental change | genomic forecasting | genomic offset | random forests | redundancy analysis | risk of non-adaptedness | risk of non‐adaptedness

摘要： personalized treatment strategies based on genomic | -80% in forecasting chemotherapy responses in both | BackgroundGastric cancer is a major | oncological challenge, ranking highly among causes of cancer | -related mortality worldwide. This study was initiated to

关键词： Gastric cancer | Chemotherapy | Whole-genome sequencing. | RNA sequencing | Machine learning | Tumor-associated neutrophils | Personalized medicine

摘要： discuss the few examples where genomic forecasting has | to understand the downstream ecological and genomic | evolutionary processes in forecasting species' responses to | climate change (e.g., genomic offset), but to date, much | . First, we synthesize knowledge about the genomic basis

关键词： adaptation | climate change | genomic offset | marine species | validation

摘要： on two consecutive models: a genomic prediction one | to calculate the animal's genomic breeding value | forecasting. In particular, we both assess the inclusion of | genomic breeding values calculated within herd or | based on genomic breeding values is a novelty in the

关键词： Genomic breeding value | Individual prediction | Machine learning | Milk production forecasting | Phenomics

摘要： pathogen with adequate genomic surveillance data, while | In this study, we demonstrated that SARS-CoV-2 | emerging variants can be detected or predicted by | examining the community structure of viral coordinated | substitution networks. These variants can be linked to dense

关键词： SARS-CoV-2 | Genomic surveillance | Haplotype forecasting | Epistasis | Network community

摘要：The integration of viral genomic data into | infectious disease forecasting and monitoring: the | methodological workflow for epidemic forecasting and the | . Additionally, we emphasize the pivotal role of viral genomic | improving data-driven modeling and forecasting and

关键词： Epidemic forecasting | Epidemic model | Parameter estimation | Uncertainty quantification | Model validation | Structural identifiability | Practical identifiability | Molecular surveillance | Phylogenetics | Phylodynamics...

摘要： forecasting the initiation and advancement of colorectal | comprising genomic, imaging, and clinical data. It is | 97% in forecasting treatment outcomes. The results | This research investigates the feasibility and | potential applications of machine learning methods in

关键词： Solid modeling | Machine learning | Predictive models | Oncology | Data models | Forecasting | Integrated circuit modeling

摘要：Abstract Genomic data are increasingly being | integrated into macroecological forecasting, offering an | global change biogeography. Genomic offset, which | incorporation of intraspecific climate‐associated genomic | genomic offset; however, major hurdles in the

关键词： climate change risk assessment | ecological niche modeling | forest management and conservation | genetic offset | Gradient Forest | intraspecific differentiation | landscape genomics | local adaptation | Picea rubens | predictive ecological genomics...

摘要： signatures, using data collected through genomic | surveillance, is therefore crucial for forecasting likely | nucleotide information generated by genomic surveillance | The emergence of SARS-CoV-2 variants with | increased fitness has had a strong impact on the

关键词： COVID-19 | SARS-CoV-2 | fitness advantage | genomic surveillance.

摘要：-related biomarkers in forecasting the prognosis of | osteosarcoma patients. The osteosarcoma genomic data from | identified six DDR-linked biomarkers for forecasting the | DNA damage response (DDR) plays a vital role | in the development of cancer. Nevertheless, in

关键词： Osteosarcoma | DNA damage response | Prognosis.

4008-161-200 800-990-8900

国家科技图书文献中心

摘要： that continued change could have, genomic* offset* | Rapid environmental change poses unprecedented | challenges to species persistence. To understand the extent | methods have been used to forecast maladaptation of | natural populations to future environmental change

摘要： personalized treatment strategies based on genomic | -80% in forecasting* chemotherapy responses in both* | BackgroundGastric cancer is a major | oncological challenge, ranking highly among causes of cancer | -related mortality worldwide. This study was initiated to

摘要： on two consecutive models: a genomic* prediction one* | to calculate the animal's genomic* breeding value* | forecasting. In particular, we both assess the inclusion of | genomic breeding values calculated within herd or | based on genomic* breeding values is a novelty in the*

摘要： pathogen with adequate genomic* surveillance data, while* | In this study, we demonstrated that SARS-CoV-2 | emerging variants can be detected or predicted by | examining the community structure of viral coordinated | substitution networks. These variants can be linked to dense

摘要：The integration of viral genomic* data into* | infectious disease forecasting* and monitoring: the* | methodological workflow for epidemic forecasting* and the* | . Additionally, we emphasize the pivotal role of viral genomic | improving data-driven modeling and forecasting* and*

摘要： forecasting the initiation and advancement of colorectal | comprising genomic, imaging, and clinical data. It is | 97% in forecasting* treatment outcomes. The results* | This research investigates the feasibility and | potential applications of machine learning methods in

摘要：Abstract Genomic* data are increasingly being* | integrated into macroecological forecasting, offering an | global change biogeography. Genomic* offset, which* | incorporation of intraspecific climate‐associated genomic | genomic offset; however, major hurdles in the

摘要： signatures, using data collected through genomic | surveillance, is therefore crucial for forecasting* likely* | nucleotide information generated by genomic* surveillance* | The emergence of SARS-CoV-2 variants with | increased fitness has had a strong impact on the

摘要：-related biomarkers in forecasting* the prognosis of* | osteosarcoma patients. The osteosarcoma genomic* data from* | identified six DDR-linked biomarkers for forecasting* the* | DNA damage response (DDR) plays a vital role | in the development of cancer. Nevertheless, in