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All Outputs (6)

Discrimination of contagious and environmental strains of Streptococcus uberis in dairy herds by means of mass spectrometry and machine-learning (2018)
Journal Article
Esener, N., Green, M. J., Emes, R. D., Jowett, B., Davies, P. L., Bradley, A. J., & Dottorini, T. (2018). Discrimination of contagious and environmental strains of Streptococcus uberis in dairy herds by means of mass spectrometry and machine-learning. Scientific Reports, 8(1), Article 17517. https://doi.org/10.1038/s41598-018-35867-6

Streptococcus uberis is one of the most common pathogens of clinical mastitis in the dairy industry. Knowledge of pathogen transmission route is essential for the selection of the most suitable intervention. Here we show that spectral profiles acquir... Read More about Discrimination of contagious and environmental strains of Streptococcus uberis in dairy herds by means of mass spectrometry and machine-learning.

Communication of prostate cancer cells with bone cells via extracellular vesicle RNA; a potential mechanism of metastasis (2018)
Journal Article
Probert, C., Dottorini, T., Speakman, A., Hunt, S., Nafee, T., Fazeli, A., …James, V. (2019). Communication of prostate cancer cells with bone cells via extracellular vesicle RNA; a potential mechanism of metastasis. Oncogene, 38(10), 1751-1763. https://doi.org/10.1038/s41388-018-0540-5

© 2018, The Author(s). The role of extracellular vesicles (EVs) as vehicles for cell-to-cell communication between a tumour and its environment is a relatively new concept. The hypothesis that EVs may be critical in co-opting tissues by tumours to ge... Read More about Communication of prostate cancer cells with bone cells via extracellular vesicle RNA; a potential mechanism of metastasis.

Acute Toxoplasma gondii infection in cats induced tissue-specific transcriptional response dominated by immune signatures (2018)
Journal Article
Cong, W., Dottorini, T., Khan, F., Emes, R. D., Zhang, F., Zhou, C., …Zhu, X. (2018). Acute Toxoplasma gondii infection in cats induced tissue-specific transcriptional response dominated by immune signatures. Frontiers in Immunology, 9, Article 2403. https://doi.org/10.3389/fimmu.2018.02403

RNA-sequencing was used to detect transcriptional changes in six tissues of cats, seven days after T. gondii infection. A total of 737 genes were differentially expressed (DEGs), of which 410 were up-regulated and 327 were down-regulated. The liver e... Read More about Acute Toxoplasma gondii infection in cats induced tissue-specific transcriptional response dominated by immune signatures.

Feature selection and comparison of machine learning algorithms in classification of grazing and rumination behaviour in sheep (2018)
Journal Article
Mansbridge, N., Mitsch, J., Bollard, N., Ellis, K., Miguel-Pacheco, G. G., Dottorini, T., & Kaler, J. (2018). Feature selection and comparison of machine learning algorithms in classification of grazing and rumination behaviour in sheep. Sensors, 18(10), Article 3532. https://doi.org/10.3390/s18103532

Grazing and ruminating are the most important behaviours for ruminants, as they spend most of their daily time budget performing these. Continuous surveillance of eating behaviour is an important means for monitoring ruminant health, productivity and... Read More about Feature selection and comparison of machine learning algorithms in classification of grazing and rumination behaviour in sheep.

A recombinant Fasciola gigantica 14-3-3 epsilon protein (rFg14-3-3e) modulates various functions of goat peripheral blood mononuclear cells (2018)
Journal Article
Tian, A., Lu, M., Calderón-Mantilla, G., Petsalaki, E., Dottorini, T., Tian, X., …Zhu, X. (2018). A recombinant Fasciola gigantica 14-3-3 epsilon protein (rFg14-3-3e) modulates various functions of goat peripheral blood mononuclear cells. Parasites and Vectors, 11(1), https://doi.org/10.1186/s13071-018-2745-4

Background The molecular structure of Fasciola gigantica 14-3-3 protein has been characterized. However, the involvement of this protein in parasite pathogenesis remains elusive and its effect on the functions of innate immune cells is unknown. We... Read More about A recombinant Fasciola gigantica 14-3-3 epsilon protein (rFg14-3-3e) modulates various functions of goat peripheral blood mononuclear cells.

Evaluation of sampling frequency, window size and sensor position for classification of sheep behaviour (2018)
Journal Article
Walton, E., Casey, C., Mitsch, J., Vázquez-Diosdado, J. A., Yan, J., Dottorini, T., …Kaler, J. (2018). Evaluation of sampling frequency, window size and sensor position for classification of sheep behaviour. Royal Society Open Science, 5(2), https://doi.org/10.1098/rsos.171442

Automated behavioural classification and identification through sensors has the potential to improve health and welfare of the animals. Position of a sensor, sampling frequency and window size of segmented signal data has a major impact on classifica... Read More about Evaluation of sampling frequency, window size and sensor position for classification of sheep behaviour.