8,515 research outputs found

    Asymmetrically interacting spreading dynamics on complex layered networks

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    The spread of disease through a physical-contact network and the spread of information about the disease on a communication network are two intimately related dynamical processes. We investigate the asymmetrical interplay between the two types of spreading dynamics, each occurring on its own layer, by focusing on the two fundamental quantities underlying any spreading process: epidemic threshold and the final infection ratio. We find that an epidemic outbreak on the contact layer can induce an outbreak on the communication layer, and information spreading can effectively raise the epidemic threshold. When structural correlation exists between the two layers, the information threshold remains unchanged but the epidemic threshold can be enhanced, making the contact layer more resilient to epidemic outbreak. We develop a physical theory to understand the intricate interplay between the two types of spreading dynamics.Comment: 29 pages, 14 figure

    Pleural Photodynamic Therapy and Surgery in Thoracic Cancer Patients with Pleural Spread

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    Pleural spread from non-small cell lung cancer is a difficult situation. The average survival in the situation is about 6–9 months. We investigate the current management of this challenging condition. Although, there is no much evidence found in the literature, we do see the pleural photodynamic therapy giving some promising light in the dark night. However, the patients still require complete neoadjuvant and adjuvant therapies, as well as radical tumor resection. Pleural PDT is one of the multi-modality treatments, which combined can achieve satisfactory oncological results. The long-term survival can be achieved in more than half the patients. However, the side effects of pleural PDT include skin hypersensitivity, trachea and esophageal perforation, and ARDS, which we should keep in mind
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