142 results on '"Jo Lloyd"'
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2. The Earth, Thy Great Exchequer, Ready Lies : Winner of the BBC National Short Story Award
- Author
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Jo Lloyd and Jo Lloyd
- Subjects
- Short stories
- Abstract
'A major talent'Hilary Mantel Shortlisted for the Edge Hill Short Story Prize Whether seeking knowledge, riches, or a better life, the characters in these stories are united by a quest for lasting value, as they ask how we should treat our world, our work, our selves, and each other. A vainglorious mine owner dreams of harnessing all of nature to the machinery of commerce. Two ladies of a certain age hunt rare butterflies in a pre-First World War Europe already experiencing the first bites of biodiversity loss. A climate campaigner must choose between personal happiness and political action. A rural Welsh community is fascinated and angered by glimpses of its invisible, wealthy neighbours. Exact and lyrical, compassionate, and full of wit and truth, this debut collection from Jo Lloyd, winner of the BBC National Short Story Award, announces a fresh new voice with a sensibility all her own.
- Published
- 2021
3. Fatal attraction: what is the role of visual cues in attracting prey to carnivorous plants?
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Kyle Kettler, Deeksha Mohan, Daniel Matzner, Cecelia M. Miles, Cole Snyder, Mason Van Essen, Nicholas D. Antonson, Ally Jo Lloyd, Kaitlynn N. Foss, Cathryn L. Carney, Joshua W. Vander Windt, Kara Shroll, Jose Alvarez, and Steven L. Matzner
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genetic structures ,biology ,Ecology ,media_common.quotation_subject ,fungi ,General Engineering ,Prey capture ,Olfactory cues ,food and beverages ,010501 environmental sciences ,biology.organism_classification ,01 natural sciences ,Predation ,Drosera capensis ,03 medical and health sciences ,0302 clinical medicine ,Perception ,Nepenthes ventricosa ,030212 general & internal medicine ,Fatal attraction ,Sensory cue ,0105 earth and related environmental sciences ,media_common - Abstract
Carnivorous plants are adapted to low nutrient soils and accordingly derive nutrients by trapping animals. Despite being stationary, carnivorous plants are active predators, attracting prey through a combination of visual and olfactory cues. Through course-based undergraduate research projects, we tested the importance of visual cues in the capture of wild type and visually impaired (w1118) Drosophila melanogaster by the carnivorous plants, Drosera capensis and Nepenthes ventricosa. These studies addressed two main questions: 1) Are visual cues important for prey capture by carnivorous plants? (2) Are there differences between the wild type (Ore R) and visually impaired w1118D. melanogaster in their behavioral response to visual cues? Student groups exposed fruit flies to carnivorous plants or artificial traps within 37 L aquariums for 8-10 hours and recorded captures. They discovered that visual cues (particularly within the UV spectrum) can have a significant effect in attracting prey to specific trap types. In addition, visual acuity and irradiance levels can impact capture rates by affecting perception of visual cues. These projects illustrate a unique method for testing hypotheses about the importance of visual cues within the capture process and highlight how course-based research projects can be used to tackle relevant scientific questions.
- Published
- 2019
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4. The Ground the Deck
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Jo Lloyd
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Literature ,Vision ,History ,business.industry ,media_common.quotation_subject ,General Medicine ,language.human_language ,Welsh ,Terrorism ,language ,Narrative ,Girl ,Fall of man ,business ,media_common - Abstract
The Fall 2013 issue of Ploughshares , guest-edited by Peter Ho Davies. Ploughshares is journal of new writing, and two out of three issues per year are guest-edited by prominent writers who explore different personal visions, aesthetics, and literary circles, with each year’s Winter issue staff-edited. Award-winning novelist and short-story writer Peter Ho Davies (The Welsh Girl, Equal Love) compiles this fiction issue of Ploughshares . The issue features a wide diversity of styles—from Jo Lloyd’s story of being young and broke in London, to V.V. Ganeshananthan’s description of the death of a Sri Lankan terrorist, to Carolyn Ferrell’s footnoted satire about members of an African-American community turning into zombies, each piece covers original ground and uses its own narrative strategies. “This is the thrill I found in each of these stories,” Davies writes, “the sense that they spoke to me alone.” The issue also features Elise Levine’s essay on deep-sea diving, and Robert Anthony Siegel’s appreciation of the Japanese writer Kawabata Yasunari.
- Published
- 2013
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5. The gamma-glutamyl transpeptidase to platelet ratio (GPR) predicts significant liver fibrosis and cirrhosis in patients with chronic HBV infection in West Africa
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Muriel Vray, Shevanthi Nayagam, Robert D. Goldin, Umberto D'Alessandro, Jo Lloyd, Ramou Njie, Yusuke Shimakawa, Penda Suso, Mark Thursz, Vincent Mallet, Makie Taal, Graham S Cooke, Gibril Ndow, Mustapha Khalil, Maud Lemoine, Harr-Freeya Njai, Papa Saliou Mbaye, Medical Research Council Unit The Gambia (MRC), Imperial College London, Epidémiologie des Maladies Emergentes - Emerging Diseases Epidemiology, Pasteur-Cnam Risques infectieux et émergents (PACRI), Institut Pasteur [Paris]-Conservatoire National des Arts et Métiers [CNAM] (CNAM)-Institut Pasteur [Paris]-Conservatoire National des Arts et Métiers [CNAM] (CNAM), Edward Francis Small Teaching Hospital [Banjul, Gambia] (EFSTH), Ministry of Health and Social Welfare [Banjul, The Gambia] (MOHSW), Hôpital Principal de Dakar, Hôpital Cochin [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Institut Pasteur [Paris], Université Paris Descartes - Paris 5 (UPD5), The study in The Gambia is part of the PROLIFICA programme funded by the European commission: EC FP7, P34114. The study in Senegal was funded by the ANRS (National Institute of Research on AIDS and Viral Hepatitis), France., The authors thank the MRC laboratories The Gambia unit, the local ministry of health and social welfare for supporting the project, all the study participants, the PROLIFICA team: in particular Ignatius Baldeh, Famara Bojang, Amie Ceesay, Mavis Foster-Nyarko, Debbo Jallow, Abdulie Jatta, Adam Jeng, Sheriff Kolley, Yamundow Jallow Samba, Alagie Sanneh, Bakary, Sanneh, Demba Sonko, Lamin Bojang, Saydiba Tamba and Debbie Garside, the project manager of the PROLIFICA programme. The authors also thank Professor Dominique Valla for his precious recommendations on haemostatic precautions before liver biopsy in the local resource-constrained setting. The authors also thank Dr Philippe Sultanik for his contributions to statistical analysis and Dr Patrick Ingiliz for his constructive comments and suggestions., European Project: 265994,EC:FP7:HEALTH,FP7-AFRICA-2010,PROLIFICA(2011), Institut Pasteur [Paris] (IP)-Conservatoire National des Arts et Métiers [CNAM] (CNAM), HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-Institut Pasteur [Paris] (IP)-Conservatoire National des Arts et Métiers [CNAM] (CNAM), HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM), Institut Pasteur [Paris] (IP), Imperial College Healthcare NHS Trust- BRC Funding, Commission of the European Communities, and Medical Research Council (MRC)
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Liver Cirrhosis ,Male ,Pathology ,Cirrhosis ,MESH: Biomarkers / blood ,Biopsy ,Gastroenterology ,Severity of Illness Index ,MESH: Biopsy ,0302 clinical medicine ,Fibrosis ,SIMPLE NONINVASIVE INDEX ,FIBROSIS ,Gamma-glutamyltransferase ,MESH: Hepatitis B, Chronic* / complications ,MESH: Middle Aged ,biology ,medicine.diagnostic_test ,TRANSIENT ELASTOGRAPHY ,gamma-Glutamyltransferase ,Hepatitis B ,Middle Aged ,FIBROTEST ,MESH: Liver Cirrhosis* / etiology ,MESH: Predictive Value of Tests ,3. Good health ,MESH: Biomarkers / analysis ,Africa, Western ,MESH: Hepatitis B, Chronic* / pathology ,Liver ,Dimensional Measurement Accuracy ,030220 oncology & carcinogenesis ,Predictive value of tests ,Liver biopsy ,Area Under Curve ,HEPATITIS B ,030211 gastroenterology & hepatology ,Female ,Life Sciences & Biomedicine ,CHRONIC HEPATITIS-B ,Adult ,medicine.medical_specialty ,AMINOTRANSFERASE ,BIOMARKERS ,STIFFNESS MEASUREMENT ,MESH: Africa, Western / epidemiology ,MESH: Liver / pathology ,03 medical and health sciences ,Hepatitis B, Chronic ,MESH: gamma-Glutamyltransferase* / blood ,Predictive Value of Tests ,MESH: Liver Cirrhosis* / diagnosis ,Internal medicine ,MESH: Severity of Illness Index ,medicine ,Humans ,DIAGNOSTIC-ACCURACY ,MESH: Patient Acuity ,MESH: Platelet Count / methods ,Science & Technology ,MESH: Humans ,Gastroenterology & Hepatology ,business.industry ,FibroTest ,Platelet Count ,Patient Acuity ,1103 Clinical Sciences ,MESH: Adult ,MESH: Hepatitis B, Chronic* / diagnosis ,medicine.disease ,MESH: Male ,MARKER ,MESH: Liver Cirrhosis* / pathology ,biology.protein ,1114 Paediatrics and Reproductive Medicine ,MESH: Area Under Curve ,[SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie ,VIRAL-HEPATITIS ,MESH: Dimensional Measurement Accuracy ,Transient elastography ,business ,MESH: Female ,MESH: gamma-Glutamyltransferase* / analysis - Abstract
International audience; Background: Simple and inexpensive non-invasive fibrosis tests are highly needed but have been poorly studied in sub-Saharan Africa.Methods: Using liver histology as a gold standard, we developed a novel index using routine laboratory tests to predict significant fibrosis in patients with chronic HBV infection in The Gambia, West Africa. We prospectively assessed the diagnostic accuracy of the novel index, Fibroscan, aspartate transaminase-to-platelet ratio index (APRI), and Fib-4 in Gambian patients with CHB (training set) and also in French and Senegalese CHB cohorts (validation sets).Results: Of 135 consecutive treatment-naïve patients with CHB who had liver biopsy, 39% had significant fibrosis (Metavir fibrosis stage ≥F2) and 15% had cirrhosis (F4). In multivariable analysis, gamma-glutamyl transpeptidase (GGT) and platelet count were independent predictors of significant fibrosis. Consequently, GGT-to-platelet ratio (GPR) was developed. In The Gambia, the area under the receiver operating characteristic curve (AUROC) of the GPR was significantly higher than that of APRI and Fib-4 to predict ≥F2, ≥F3 and F4. In Senegal, the AUROC of GPR was significantly better than Fib-4 and APRI for ≥F2 (0.73, 95% CI 0.59 to 0.86) and better than Fib-4 and Fibroscan for ≥F3 (0.93, 0.87 to 0.99). In France, the AUROC of GPR to diagnose ≥F2 (0.72, 95% CI 0.59 to 0.85) and F4 (0.87, 0.76 to 0.98) was equivalent to that of APRI and Fib-4.Conclusions: The GPR is a more accurate routine laboratory marker than APRI and Fib-4 to stage liver fibrosis in patients with CHB in West Africa. The GPR represents a simple and inexpensive alternative to liver biopsy and Fibroscan in sub-Saharan Africa.
- Published
- 2016
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6. Offering the BCG vaccine to all neonates in the prevention of TB
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Jo Lloyd
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medicine.medical_specialty ,Tuberculosis ,business.industry ,Family medicine ,Maternity and Midwifery ,Immunology ,Medicine ,business ,medicine.disease ,BCG vaccine - Abstract
The previous article (Br J Midwifery 8(5): 327-29) examined some of the current issues surrounding tuberculosis (TB). With many neonates now being offered the BCG vaccine, this article will examine research which can influence the decision of whether or not to vaccinate. The conclusions drawn from this article and the previous article should enable the wellbeing and interests of neonates to be promoted as a result of research-based practice.
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- 1998
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7. 'Travelling hopefully': Enterprise in Higher Education at Cheltenham and Gloucester College
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Jo Lloyd
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Higher education ,business.industry ,media_common.quotation_subject ,Institution ,Business, Management and Accounting (miscellaneous) ,Journey planning ,Sociology ,Public administration ,Life-span and Life-course Studies ,business ,Education ,media_common - Abstract
Recounts the experiences of a fairly small higher education institution – Cheltenham and Gloucester College of Higher Education (CGCHE) – in its adoption of the Enterprise in Higher Education initiative, describing its five‐year contract in terms of a “journey”. Addresses key areas such as the route taken, what happened when a crossroads was reached, and what has been learned. Enhances this with three case studies from an operational level.
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- 1995
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8. The changes in tuberculosis as we approach the millennium
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Jo Lloyd
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medicine.medical_specialty ,Tuberculosis ,business.industry ,Incidence (epidemiology) ,Human immunodeficiency virus (HIV) ,medicine.disease ,medicine.disease_cause ,Family member ,Acquired immunodeficiency syndrome (AIDS) ,Family medicine ,Active tb ,Maternity and Midwifery ,Immunology ,Health care ,medicine ,Multi drug resistant ,business - Abstract
Many NHS trusts have commenced offering the Bacillus Calmette-Guérin vaccine (BCG) to all neonates. This is due to the increasing incidence of tuberculosis (TB) in the community. Previously, only those considered high risk, i.e. with active TB in a close family member, were offered BCG. This article will critically examine both seminal and contemporary quantitative research which can influence the decision of whether or not to vaccinate. Following a review of TB and multi drug resistant TB, the impact of HIV and AIDS on TB will also be examined, followed by a look at the incidence of TB in Britain. A further article will explore issues surrounding the vaccine itself. The conclusions drawn will enable Health Care Professionals to be aware of current issues associated with TB.
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- 1998
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9. Outcomes of rehabilitation Matthew’s story
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JO Lloyd and Helen Miles Grad
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Rehabilitation ,Nursing ,medicine.medical_treatment ,medicine ,General Medicine ,Psychology - Published
- 2005
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10. MODIFICATION OF HIV COMPETITIVE ASSAY TO REDUCE FREQUENCY OF FALSE NEGATIVE RESULTS
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R.Bridget Ferns, R.S. Tedder, and Jo Lloyd-Donoghue
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business.industry ,Human immunodeficiency virus (HIV) ,HIV ,General Medicine ,Computational biology ,HIV Antibodies ,Antibodies, Viral ,medicine.disease_cause ,Immunoenzyme Techniques ,Text mining ,medicine ,Humans ,business ,False Negative Reactions - Published
- 1987
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11. Reply to Uzoigwe: Modeling and the historical record.
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Blackmore EN and Lloyd-Smith JO
- Abstract
Competing Interests: Competing interests statement:The authors declare no competing interest.
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- 2024
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12. Navigating cross-reactivity and host species effects in a serological assay: A case study of the microscopic agglutination test for Leptospira serology.
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Mummah RO, Gomez ACR, Guglielmino AH, Borremans B, Galloway RL, Prager KC, and Lloyd-Smith JO
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- Animals, Leptospira interrogans immunology, Serologic Tests methods, Leptospira immunology, Cross Reactions, Leptospirosis immunology, Leptospirosis diagnosis, Leptospirosis veterinary, Leptospirosis microbiology, Agglutination Tests, Antibodies, Bacterial blood, Antibodies, Bacterial immunology
- Abstract
Background: Serology (the detection of antibodies formed by the host against an infecting pathogen) is frequently used to assess current infections and past exposure to specific pathogens. However, the presence of cross-reactivity among host antibodies in serological data makes it challenging to interpret the patterns and draw reliable conclusions about the infecting pathogen or strain., Methodology/principal Findings: In our study, we use microscopic agglutination test (MAT) serological data from three host species [California sea lion (Zalophus californianus), island fox (Urocyon littoralis), and island spotted skunk (Spilogale gracilis)] with confirmed infections to assess differences in cross-reactivity by host species and diagnostic laboratory. All host species are known to be infected with the same serovar of Leptospira interrogans. We find that absolute and relative antibody titer magnitudes vary systematically across host species and diagnostic laboratories. Despite being infected by the same Leptospira serovar, three host species exhibit different cross-reactivity profiles to a 5-serovar diagnostic panel. We also observe that the cross-reactive antibody titer against a non-infecting serovar can remain detectable after the antibody titer against the infecting serovar declines below detectable levels., Conclusions/significance: Cross-reactivity in serological data makes interpretation difficult and can lead to common pitfalls. Our results show that the highest antibody titer is not a reliable indicator of infecting serovar and highlight an intriguing role of host species in shaping reactivity patterns. On the other side, seronegativity against a given serovar does not rule out that serovar as the cause of infection. We show that titer magnitudes can be influenced by both host species and diagnostic laboratory, indicating that efforts to interpret absolute titers (e.g., as indicators of recent infection) must be calibrated to the system under study. Thus, we implore scientists and health officials using serological data for surveillance to interpret the data with caution., Competing Interests: The authors have declared that no competing interests exist., (Copyright: This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.)
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- 2024
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13. The global H5N1 influenza panzootic in mammals.
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Peacock T, Moncla L, Dudas G, VanInsberghe D, Sukhova K, Lloyd-Smith JO, Worobey M, Lowen AC, and Nelson MI
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Influenza A viruses (IAV) have caused more documented global pandemics in human history than any other pathogen
1,2 . High pathogenicity avian influenza (HPAI) viruses belonging to the H5N1 subtype are a leading pandemic risk. Two decades after H5N1 "bird flu" became established in poultry in Southeast Asia, its descendants have resurged3 , setting off an H5N1 panzootic in wild birds that is fueled by (a) rapid intercontinental spread, reaching South America and Antarctica for the first time4,5 ; (b) fast evolution via genomic reassortment6 ; and (c) frequent spillover into terrestrial7,8 and marine mammals9 . The virus has sustained mammal-to-mammal transmission in multiple settings, including European fur farms10,11 , South American marine mammals12-15 , and US dairy cattle16-19 , raising questions about whether humans are next. Historically, swine are considered optimal intermediary hosts that help avian influenza viruses (AIV) adapt to mammals before jumping to humans20 . However, the altered ecology of H5N1 has opened the door to new evolutionary pathways. Could dairy cattle, farmed mink, or South American sea lions serve as new mammalian gateways to humans? Here we explore the molecular and ecological factors driving H5N1's sudden expansion in host range and assess the likelihood of different zoonotic pathways leading to an H5N1 pandemic., (© 2024. The Author(s), under exclusive licence to Springer Nature Limited.)- Published
- 2024
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14. Transoceanic pathogen transfer in the age of sail and steam.
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Blackmore EN and Lloyd-Smith JO
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- Humans, Steam, Models, Theoretical, San Francisco epidemiology, History, 20th Century, History, 19th Century, Ships, Travel
- Abstract
In the centuries following Christopher Columbus's 1492 voyage to the Americas, transoceanic travel opened unprecedented pathways in global pathogen circulation. Yet no biological transfer is a single, discrete event. We use mathematical modeling to quantify historical risk of shipborne pathogen introduction, exploring the respective contributions of journey time, ship size, population susceptibility, transmission intensity, density dependence, and pathogen biology. We contextualize our results using port arrivals data from San Francisco, 1850 to 1852, and from a selection of historically significant voyages, 1492 to 1918. We offer numerical estimates of introduction risk across historically realistic ranges of journey time and ship population size, and show that both steam travel and shipping regimes that involved frequent, large-scale movement of people substantially increased risk of transoceanic pathogen circulation., Competing Interests: Competing interests statement:The authors declare no competing interest.
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- 2024
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15. Inactivation of Avian Influenza A(H5N1) Virus in Raw Milk at 63°C and 72°C.
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Kaiser F, Morris DH, Wickenhagen A, Mukesh R, Gallogly S, Yinda KC, de Wit E, Lloyd-Smith JO, and Munster VJ
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- Animals, Cattle, Virus Inactivation, United States, Hot Temperature, Influenza A Virus, H5N1 Subtype pathogenicity, Influenza A Virus, H5N1 Subtype physiology, Milk virology
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- 2024
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16. Detection of Leptospira kirschneri in a short-beaked common dolphin (Delphinus delphis delphis) stranded off the coast of southern California, USA.
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Prager KC, Danil K, Wurster E, Colegrove KM, Galloway R, Kettler N, Mani R, McDonough RF, Sahl JW, Stone NE, Wagner DM, and Lloyd-Smith JO
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- Animals, California epidemiology, Female, Phylogeny, Common Dolphins microbiology, Leptospira isolation & purification, Leptospira genetics, Leptospira classification, Leptospirosis veterinary, Leptospirosis microbiology, Leptospirosis epidemiology
- Abstract
Background: Pathogenic Leptospira species are globally important zoonotic pathogens capable of infecting a wide range of host species. In marine mammals, reports of Leptospira have predominantly been in pinnipeds, with isolated reports of infections in cetaceans., Case Presentation: On 28 June 2021, a 150.5 cm long female, short-beaked common dolphin (Delphinus delphis delphis) stranded alive on the coast of southern California and subsequently died. Gross necropsy revealed multifocal cortical pallor within the reniculi of the kidney, and lymphoplasmacytic tubulointerstitial nephritis was observed histologically. Immunohistochemistry confirmed Leptospira infection, and PCR followed by lfb1 gene amplicon sequencing suggested that the infecting organism was L.kirschneri. Leptospira DNA capture and enrichment allowed for whole-genome sequencing to be conducted. Phylogenetic analyses confirmed the causative agent was a previously undescribed, divergent lineage of L.kirschneri., Conclusions: We report the first detection of pathogenic Leptospira in a short-beaked common dolphin, and the first detection in any cetacean in the northeastern Pacific Ocean. Renal lesions were consistent with leptospirosis in other host species, including marine mammals, and were the most significant lesions detected overall, suggesting leptospirosis as the likely cause of death. We identified the cause of the infection as L.kirschneri, a species detected only once before in a marine mammal - a northern elephant seal (Mirounga angustirostris) of the northeastern Pacific. These findings raise questions about the mechanism of transmission, given the obligate marine lifestyle of cetaceans (in contrast to pinnipeds, which spend time on land) and the commonly accepted view that Leptospira are quickly killed by salt water. They also raise important questions regarding the source of infection, and whether it arose from transmission among marine mammals or from terrestrial-to-marine spillover. Moving forward, surveillance and sampling must be expanded to better understand the extent to which Leptospira infections occur in the marine ecosystem and possible epidemiological linkages between and among marine and terrestrial host species. Generating Leptospira genomes from different host species will yield crucial information about possible transmission links, and our study highlights the power of new techniques such as DNA enrichment to illuminate the complex ecology of this important zoonotic pathogen., (© 2024. The Author(s).)
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- 2024
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17. Predicting the presence of infectious virus from PCR data: A meta-analysis of SARS-CoV-2 in non-human primates.
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Snedden CE and Lloyd-Smith JO
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- Animals, Primates virology, Bayes Theorem, Humans, Polymerase Chain Reaction methods, COVID-19 Nucleic Acid Testing methods, SARS-CoV-2 genetics, COVID-19 virology, COVID-19 diagnosis, RNA, Viral genetics, Viral Load
- Abstract
Researchers and clinicians often rely on molecular assays like PCR to identify and monitor viral infections, instead of the resource-prohibitive gold standard of viral culture. However, it remains unclear when (if ever) PCR measurements of viral load are reliable indicators of replicating or infectious virus. The recent popularity of PCR protocols targeting subgenomic RNA for SARS-CoV-2 has caused further confusion, as the relationships between subgenomic RNA and standard total RNA assays are incompletely characterized and opinions differ on which RNA type better predicts culture outcomes. Here, we explore these issues by comparing total RNA, subgenomic RNA, and viral culture results from 24 studies of SARS-CoV-2 in non-human primates (including 2167 samples from 174 individuals) using custom-developed Bayesian statistical models. On out-of-sample data, our best models predict subgenomic RNA positivity from total RNA data with 91% accuracy, and they predict culture positivity with 85% accuracy. Further analyses of individual time series indicate that many apparent prediction errors may arise from issues with assay sensitivity or sample processing, suggesting true accuracy may be higher than these estimates. Total RNA and subgenomic RNA showed equivalent performance as predictors of culture positivity. Multiple cofactors (including exposure conditions, host traits, and assay protocols) influence culture predictions, yielding insights into biological and methodological sources of variation in assay outcomes-and indicating that no single threshold value applies across study designs. We also show that our model can accurately predict when an individual is no longer infectious, illustrating the potential for future models trained on human data to guide clinical decisions on case isolation. Our work shows that meta-analysis of in vivo data can overcome longstanding challenges arising from limited sample sizes and can yield robust insights beyond those attainable from individual studies. Our analytical pipeline offers a framework to develop similar predictive tools in other virus-host systems, including models trained on human data, which could support laboratory analyses, medical decisions, and public health guidelines., Competing Interests: The authors declare there are no competing interests., (Copyright: © 2024 Snedden, Lloyd-Smith. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
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- 2024
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18. Host and viral determinants of airborne transmission of SARS-CoV-2 in the Syrian hamster.
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Port JR, Morris DH, Riopelle JC, Yinda CK, Avanzato VA, Holbrook MG, Bushmaker T, Schulz JE, Saturday TA, Barbian K, Russell CA, Perry-Gottschalk R, Shaia C, Martens C, Lloyd-Smith JO, Fischer RJ, and Munster VJ
- Subjects
- Cricetinae, Animals, Male, Mesocricetus, Respiratory Aerosols and Droplets, SARS-CoV-2, COVID-19
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It remains poorly understood how SARS-CoV-2 infection influences the physiological host factors important for aerosol transmission. We assessed breathing pattern, exhaled droplets, and infectious virus after infection with Alpha and Delta variants of concern (VOC) in the Syrian hamster. Both VOCs displayed a confined window of detectable airborne virus (24-48 hr), shorter than compared to oropharyngeal swabs. The loss of airborne shedding was linked to airway constriction resulting in a decrease of fine aerosols (1-10 µm) produced, which are suspected to be the major driver of airborne transmission. Male sex was associated with increased viral replication and virus shedding in the air. Next, we compared the transmission efficiency of both variants and found no significant differences. Transmission efficiency varied mostly among donors, 0-100% (including a superspreading event), and aerosol transmission over multiple chain links was representative of natural heterogeneity of exposure dose and downstream viral kinetics. Co-infection with VOCs only occurred when both viruses were shed by the same donor during an increased exposure timeframe (24-48 hr). This highlights that assessment of host and virus factors resulting in a differential exhaled particle profile is critical for understanding airborne transmission., Competing Interests: JP, DM, JR, CY, VA, MH, TB, JS, TS, KB, CR, RP, CS, CM, JL, RF, VM No competing interests declared
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- 2024
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19. Association of current substance use treatment with future reduced methamphetamine use in an observational cohort of men who have sex with men in Los Angeles.
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Rosen AD, Javanbakht M, Shoptaw SJ, Seamans MJ, Lloyd-Smith JO, and Gorbach PM
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- Male, Humans, Homosexuality, Male, Los Angeles epidemiology, Methamphetamine, Sexual and Gender Minorities, Substance-Related Disorders epidemiology
- Abstract
Introduction: Methamphetamine use is highly prevalent among men who have sex with men (MSM), but knowledge of the long-term dynamics, and how they are affected by substance use treatment, is limited. This study aimed to describe trajectories of methamphetamine use among MSM, and to evaluate the impact of treatment for any kind of substance use on frequency of methamphetamine use., Methods: This analysis used data from a cohort of MSM in Los Angeles, CA, who participated in semi-annual study visits from 2014 to 2022. The study characterized trajectories of methamphetamine use using a continuous time multistate Markov model with three states. States were defined using self-reported frequency of methamphetamine use in the past six months: frequent (daily), occasional (weekly or less), and never. The model estimated the association between receiving treatment for any kind of substance use and changes in state of frequency of methamphetamine use., Results: This analysis included 2348 study visits among 285 individuals who were followed-up for an average of 4.4 years. Among participants who were in the frequent use state, 65 % (n = 26) of those who were receiving any kind of substance use treatment at a study visit had reduced their methamphetamine use at their next visit, compared to 33 % (n = 95) of those who were not receiving treatment. Controlling for age, race/ethnicity, and HIV-status, those who reported receiving current treatment for substance use were more likely to transition from occasional to no use (HR: 1.63, 95 % CI: 1.10-2.42) and frequent to occasional use (HR: 4.25, 95 % CI: 2.11-8.59) in comparison to those who did not report receiving current treatment for substance use., Conclusions: Findings from this dynamic modeling study provide a new method for assessing longitudinal methamphetamine use outcomes and add important evidence outside of clinical trials that substance use treatment may reduce methamphetamine use., Competing Interests: Declaration of competing interest The authors have no competing interests to declare., (Copyright © 2023. Published by Elsevier Inc.)
- Published
- 2024
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20. Host and viral determinants of airborne transmission of SARS-CoV-2 in the Syrian hamster.
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Port JR, Morris DH, Riopelle JC, Yinda CK, Avanzato VA, Holbrook MG, Bushmaker T, Schulz JE, Saturday TA, Barbian K, Russell CA, Perry-Gottschalk R, Shaia CI, Martens C, Lloyd-Smith JO, Fischer RJ, and Munster VJ
- Abstract
It remains poorly understood how SARS-CoV-2 infection influences the physiological host factors important for aerosol transmission. We assessed breathing pattern, exhaled droplets, and infectious virus after infection with Alpha and Delta variants of concern (VOC) in the Syrian hamster. Both VOCs displayed a confined window of detectable airborne virus (24-48 h), shorter than compared to oropharyngeal swabs. The loss of airborne shedding was linked to airway constriction resulting in a decrease of fine aerosols (1-10μm) produced, which are suspected to be the major driver of airborne transmission. Male sex was associated with increased viral replication and virus shedding in the air. Next, we compared the transmission efficiency of both variants and found no significant differences. Transmission efficiency varied mostly among donors, 0-100% (including a superspreading event), and aerosol transmission over multiple chain links was representative of natural heterogeneity of exposure dose and downstream viral kinetics. Co-infection with VOCs only occurred when both viruses were shed by the same donor during an increased exposure timeframe (24-48 h). This highlights that assessment of host and virus factors resulting in a differential exhaled particle profile is critical for understanding airborne transmission., Competing Interests: Competing Interest Statement: No competing interests to disclose.
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- 2023
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21. Stability of Monkeypox Virus in Body Fluids and Wastewater.
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Yinda CK, Morris DH, Fischer RJ, Gallogly S, Weishampel ZA, Port JR, Bushmaker T, Schulz JE, Bibby K, van Doremalen N, Lloyd-Smith JO, and Munster VJ
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- Humans, Monkeypox virus genetics, Wastewater-Based Epidemiological Monitoring, DNA, Viral, Wastewater, Body Fluids
- Abstract
An outbreak of human mpox infection in nonendemic countries appears to have been driven largely by transmission through body fluids or skin-to-skin contact during sexual activity. We evaluated the stability of monkeypox virus (MPXV) in different environments and specific body fluids and tested the effectiveness of decontamination methodologies. MPXV decayed faster at higher temperatures, and rates varied considerably depending on the medium in which virus was suspended, both in solution and on surfaces. More proteinaceous fluids supported greater persistence. Chlorination was an effective decontamination technique, but only at higher concentrations. Wastewater was more difficult to decontaminate than plain deionized water; testing for infectious MPXV could be a helpful addition to PCR-based wastewater surveillance when high levels of viral DNA are detected. Our findings suggest that, because virus stability is sufficient to support environmental MPXV transmission in healthcare settings, exposure and dose-response will be limiting factors for those transmission routes.
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- 2023
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22. Pathogenic Leptospira are widespread in the urban wildlife of southern California.
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Helman SK, Tokuyama AFN, Mummah RO, Stone NE, Gamble MW, Snedden CE, Borremans B, Gomez ACR, Cox C, Nussbaum J, Tweedt I, Haake DA, Galloway RL, Monzón J, Riley SPD, Sikich JA, Brown J, Friscia A, Sahl JW, Wagner DM, Lynch JW, Prager KC, and Lloyd-Smith JO
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- Animals, Humans, Animals, Wild, Ecosystem, Mephitidae, Los Angeles, Animals, Domestic, Raccoons, Sciuridae, Leptospira genetics, Coyotes, Didelphis, Geraniaceae
- Abstract
Leptospirosis, the most widespread zoonotic disease in the world, is broadly understudied in multi-host wildlife systems. Knowledge gaps regarding Leptospira circulation in wildlife, particularly in densely populated areas, contribute to frequent misdiagnoses in humans and domestic animals. We assessed Leptospira prevalence levels and risk factors in five target wildlife species across the greater Los Angeles region: striped skunks (Mephitis mephitis), raccoons (Procyon lotor), coyotes (Canis latrans), Virginia opossums (Didelphis virginiana), and fox squirrels (Sciurus niger). We sampled more than 960 individual animals, including over 700 from target species in the greater Los Angeles region, and an additional 266 sampled opportunistically from other California regions and species. In the five target species seroprevalences ranged from 5 to 60%, and infection prevalences ranged from 0.8 to 15.2% in all except fox squirrels (0%). Leptospira phylogenomics and patterns of serologic reactivity suggest that mainland terrestrial wildlife, particularly mesocarnivores, could be the source of repeated observed introductions of Leptospira into local marine and island ecosystems. Overall, we found evidence of widespread Leptospira exposure in wildlife across Los Angeles and surrounding regions. This indicates exposure risk for humans and domestic animals and highlights that this pathogen can circulate endemically in many wildlife species even in densely populated urban areas., (© 2023. Springer Nature Limited.)
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- 2023
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23. Variability in Donor Lung Culture and Relative Humidity Impact the Stability of 2009 Pandemic H1N1 Influenza Virus on Nonporous Surfaces.
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Qian Z, Morris DH, Avery A, Kormuth KA, Le Sage V, Myerburg MM, Lloyd-Smith JO, Marr LC, and Lakdawala SS
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- Humans, Humidity, Copper, Plastics, Lung, Influenza A Virus, H1N1 Subtype physiology, Influenza, Human epidemiology, Influenza A virus
- Abstract
Respiratory viruses can be transmitted by multiple modes, including contaminated surfaces, commonly referred to as fomites. Efficient fomite transmission requires that a virus remain infectious on a given surface material over a wide range of environmental conditions, including different relative humidities. Prior work examining the stability of influenza viruses on surfaces has relied upon virus grown in media or eggs, which does not mimic the composition of virus-containing droplets expelled from the human respiratory tract. In this study, we examined the stability of the 2009 pandemic H1N1 (H1N1pdm09) virus on a variety of nonporous surface materials at four different humidities. Importantly, we used virus grown in primary human bronchial epithelial cell (HBE) cultures from different donors to recapitulate the physiological microenvironment of expelled viruses. We observed rapid inactivation of H1N1pdm09 on copper under all experimental conditions. In contrast to copper, viruses were stable on polystyrene plastic, stainless steel, aluminum, and glass, at multiple relative humidities, but greater decay on acrylonitrile butadiene styrene (ABS) plastic was observed at short time points. However, the half-lives of viruses at 23% relative humidity were similar among noncopper surfaces and ranged from 4.5 to 5.9 h. Assessment of H1N1pdm09 longevity on nonporous surfaces revealed that virus persistence was governed more by differences among HBE culture donors than by surface material. Our findings highlight the potential role of an individual's respiratory fluid on viral persistence and could help explain heterogeneity in transmission dynamics. IMPORTANCE Seasonal epidemics and sporadic pandemics of influenza cause a large public health burden. Although influenza viruses disseminate through the environment in respiratory secretions expelled from infected individuals, they can also be transmitted by contaminated surfaces where virus-laden expulsions can be deposited. Understanding virus stability on surfaces within the indoor environment is critical to assessing influenza transmission risk. We found that influenza virus stability is affected by the host respiratory secretion in which the virus is expelled, the surface material on which the droplet lands, and the ambient relative humidity of the environment. Influenza viruses can remain infectious on many common surfaces for prolonged periods, with half-lives of 4.5 to 5.9 h. These data imply that influenza viruses are persistent in indoor environments in biologically relevant matrices. Decontamination and engineering controls should be used to mitigate influenza virus transmission., Competing Interests: The authors declare a conflict of interest. This work was funded by the National Institutes of Health (NIH) CEIRS (HHSN272201400007C) and New Innovator Award to L.C.M. (1-DP2-A1112243), the American Lung Association Biomedical Research Grant (RG-575688), the Tsinghua Education Foundation of North America, and the China Scholarship Council (CSC). Work by D.H.M. and J.O.L.-S. was supported by the UCLA AIDS Institute and Charity Treks, and National Science Foundation (NSF) Grants DEB-1557022 and DEB-2245631.
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- 2023
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24. Comparative Aerosol and Surface Stability of SARS-CoV-2 Variants of Concern.
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Bushmaker T, Yinda CK, Morris DH, Holbrook MG, Gamble A, Adney D, Bushmaker C, van Doremalen N, Fischer RJ, Plowright RK, Lloyd-Smith JO, and Munster VJ
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- Humans, Respiratory Aerosols and Droplets, SARS-CoV-2 genetics, COVID-19
- Abstract
SARS-CoV-2 transmits principally by air; contact and fomite transmission may also occur. Variants of concern are more transmissible than ancestral SARS-CoV-2. We found indications of possible increased aerosol and surface stability for early variants of concern, but not for the Delta and Omicron variants. Stability changes are unlikely to explain increased transmissibility.
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- 2023
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25. The global landscape of smallpox vaccination history and implications for current and future orthopoxvirus susceptibility: a modelling study.
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Taube JC, Rest EC, Lloyd-Smith JO, and Bansal S
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- Humans, Vaccination, Smallpox epidemiology, Smallpox prevention & control, Orthopoxvirus, Mpox (monkeypox), Smallpox Vaccine, Communicable Diseases
- Abstract
Background: More than four decades after the eradication of smallpox, the ongoing 2022 monkeypox outbreak and increasing transmission events of other orthopoxviruses necessitate a greater understanding of the global distribution of susceptibility to orthopoxviruses. We aimed to characterise the current global landscape of smallpox vaccination history and orthopoxvirus susceptibility., Methods: We characterised the global landscape of smallpox vaccination at a subnational scale by integrating data on current demography with historical smallpox vaccination programme features (coverage and cessation dates) from eradication documents and published literature. We analysed this landscape to identify the factors that were most associated with geographical heterogeneity in current vaccination coverage. We considered how smallpox vaccination history might translate into age-specific susceptibility profiles for orthopoxviruses under different vaccination effectiveness scenarios., Findings: We found substantial global spatial heterogeneity in the landscape of smallpox vaccination, with vaccination coverage estimated to range from 7% to 60% within admin-1 regions (ie, regions one administrative level below country) globally, with negligible uncertainty (99·6% of regions have an SD less than 5%). We identified that geographical variation in vaccination coverage was driven mostly by differences in subnational demography. Additionally, we found that susceptibility for orthopoxviruses was highly age specific based on age at cessation and age-specific coverage; however, the age profile was consistent across vaccine effectiveness values., Interpretation: The legacy of smallpox eradication can be observed in the current landscape of smallpox vaccine protection. The strength and longevity of smallpox vaccination campaigns globally, combined with current demographic heterogeneity, have shaped the epidemiological landscape today, revealing substantial geographical variation in orthopoxvirus susceptibility. This study alerts public health decision makers to non-endemic regions that might be at greatest risk in the case of widespread and sustained transmission in the 2022 monkeypox outbreak and highlights the importance of demography and fine-scale spatial dynamics in predicting future public health risks from orthopoxviruses., Funding: US National Institutes of Health and US National Science Foundation., Competing Interests: Declaration of interests We declare no competing interests., (Copyright © 2023 Elsevier Ltd. All rights reserved.)
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- 2023
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26. Comparative aerosol and surface stability of SARS-CoV-2 Variants of Concern.
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Bushmaker T, Yinda CK, Morris DH, Holbrook MG, Gamble A, Adney D, Bushmaker C, van Doremalen N, Fischer RJ, Plowright RK, Lloyd-Smith JO, and Munster VJ
- Abstract
SARS-CoV-2 is transmitted principally via air; contact and fomite transmission may also occur. Variants-of-concern (VOCs) are more transmissible than ancestral SARS-CoV-2. We find that early VOCs show greater aerosol and surface stability than the early WA1 strain, but Delta and Omicron do not. Stability changes do not explain increased transmissibility.
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- 2022
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27. Modeling scenarios for mitigating outbreaks in congregate settings.
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Blumberg S, Lu P, Kwan AT, Hoover CM, Lloyd-Smith JO, Sears D, Bertozzi SM, and Worden L
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- Disease Outbreaks prevention & control, Humans, Infection Control, Nursing Homes, Vaccination, COVID-19 epidemiology, COVID-19 prevention & control
- Abstract
The explosive outbreaks of COVID-19 seen in congregate settings such as prisons and nursing homes, has highlighted a critical need for effective outbreak prevention and mitigation strategies for these settings. Here we consider how different types of control interventions impact the expected number of symptomatic infections due to outbreaks. Introduction of disease into the resident population from the community is modeled as a stochastic point process coupled to a branching process, while spread between residents is modeled via a deterministic compartmental model that accounts for depletion of susceptible individuals. Control is modeled as a proportional decrease in the number of susceptible residents, the reproduction number, and/or the proportion of symptomatic infections. This permits a range of assumptions about the density dependence of transmission and modes of protection by vaccination, depopulation and other types of control. We find that vaccination or depopulation can have a greater than linear effect on the expected number of cases. For example, assuming a reproduction number of 3.0 with density-dependent transmission, we find that preemptively reducing the size of the susceptible population by 20% reduced overall disease burden by 47%. In some circumstances, it may be possible to reduce the risk and burden of disease outbreaks by optimizing the way a group of residents are apportioned into distinct residential units. The optimal apportionment may be different depending on whether the goal is to reduce the probability of an outbreak occurring, or the expected number of cases from outbreak dynamics. In other circumstances there may be an opportunity to implement reactive disease control measures in which the number of susceptible individuals is rapidly reduced once an outbreak has been detected to occur. Reactive control is most effective when the reproduction number is not too high, and there is minimal delay in implementing control. We highlight the California state prison system as an example for how these findings provide a quantitative framework for understanding disease transmission in congregate settings. Our approach and accompanying interactive website (https://phoebelu.shinyapps.io/DepopulationModels/) provides a quantitative framework to evaluate the potential impact of policy decisions governing infection control in outbreak settings., Competing Interests: The authors have declared that no competing interests exist.
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- 2022
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28. Single-Pulse Transcranial Magnetic Stimulation for the preventive treatment of difficult-to-treat migraine: a 12-month prospective analysis.
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Lloyd JO, Hill B, Murphy M, Al-Kaisy A, Andreou AP, and Lambru G
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- Adult, Headache etiology, Humans, Prospective Studies, Transcranial Magnetic Stimulation, Treatment Outcome, Headache Disorders, Secondary etiology, Migraine Disorders drug therapy, Migraine Disorders prevention & control
- Abstract
Background: Initial evidence have shown the short-term efficacy of sTMS in the acute and preventive treatment of migraine. It is unknown whether this treatment approach in the long-term is effective and well tolerated in difficult-to-treat migraine., Methods: This is a prospective, single centre, open-label, real-world analysis conducted in difficult-to-treat patients with high-frequency episodic migraine (HFEM) and chronic migraine (CM) with and without medication overuse headache (MOH), who were exposed to sTMS therapy. Patients responding to a three-month sTMS treatment, continued the treatment and were assessed again at month 12. The cut-off outcome for treatment continuation was reduction in the monthly moderate to severe headache days (MHD) of at least 30% (headache frequency responders) and/or a ≥ 4-point reduction in headache disability using the Headache Impact test-6 (HIT-6) (headache disability responders)., Results: One hundred fifty-three patients were included in the analysis (F:M = 126:27, median age 43, IQR 32.3-56.8). At month 3, 93 out of 153 patients (60%) were responders to treatment. Compared to baseline, the median reduction in monthly headache days (MHD) for all patients at month 3 was 5.0 days, from 18.0 (IQR: 12.0-26.0) to 13.0 days (IQR: 5.75-24.0) (P = 0.002, r = - 0.29) and the median reduction in monthly migraine days (MMD) was 4.0 days, from 13.0 (IQR: 8.75-22.0) to 9.0 (IQR: 4.0-15.25) (P = 0.002, r = - 0.29). Sixty-nine out of 153 patients (45%) reported a sustained response to sTMS treatment at month 12. The percentage of patients with MOH was reduced from 52% (N = 79/153) at baseline to 19% (N = 29/153) at month 3, to 8% (N = 7/87) at month 12. There was an overall median 4-point reduction in HIT-6 score, from 66 (IQR: 64-69) at baseline to 62 at month 3 (IQR: 56-65) (P < 0.001, r = - 0.51). A total of 35 mild/moderate adverse events were reported by 23 patients (15%). One patient stopped sTMS treatment due to scalp sensitivity., Conclusions: This open label analysis suggests that sTMS may be an effective, well-tolerated treatment option for the long-term prevention of difficult-to-treat CM and HFEM., (© 2022. The Author(s).)
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- 2022
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29. Population structure, intergroup interaction, and human contact govern infectious disease impacts in mountain gorilla populations.
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Whittier CA, Nutter FB, Johnson PLF, Cross P, Lloyd-Smith JO, Slenning BD, and Stoskopf MK
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- Animals, Animals, Wild, Gorilla gorilla, Humans, Ape Diseases epidemiology, Communicable Diseases epidemiology, Communicable Diseases veterinary, Hominidae
- Abstract
Infectious zoonotic diseases are a threat to wildlife conservation and global health. They are especially a concern for wild apes, which are vulnerable to many human infectious diseases. As ecotourism, deforestation, and great ape field research increase, the threat of human-sourced infections to wild populations becomes more substantial and could result in devastating population declines. The endangered mountain gorillas (Gorilla beringei beringei) of the Virunga Massif in east-central Africa suffer periodic disease outbreaks and are exposed to infections from human-sourced pathogens. It is important to understand the possible risks of disease introduction and spread in this population and how human contact may facilitate disease transmission. Here we present and evaluate an individual-based, stochastic, discrete-time disease transmission model to predict epidemic outcomes and better understand health risks to the Virunga mountain gorilla population. To model disease transmission we have derived estimates for gorilla contact, interaction, and migration rates. The model shows that the social structure of gorilla populations plays a profound role in governing disease impacts with subdivided populations experiencing less than 25% of the outbreak levels of a single homogeneous population. It predicts that gorilla group dispersal and limited group interactions are strong factors in preventing widespread population-level outbreaks of infectious disease after such diseases have been introduced into the population. However, even a moderate amount of human contact increases disease spread and can lead to population-level outbreaks., (© 2021 Wiley Periodicals LLC.)
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- 2022
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30. Author Correction: Ecology, evolution and spillover of coronaviruses from bats.
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Ruiz-Aravena M, McKee C, Gamble A, Lunn T, Morris A, Snedden CE, Yinda CK, Port JR, Buchholz DW, Yeo YY, Faust C, Jax E, Dee L, Jones DN, Kessler MK, Falvo C, Crowley D, Bharti N, Brook CE, Aguilar HC, Peel AJ, Restif O, Schountz T, Parrish CR, Gurley ES, Lloyd-Smith JO, Hudson PJ, Munster VJ, and Plowright RK
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- 2022
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31. Ecology, evolution and spillover of coronaviruses from bats.
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Ruiz-Aravena M, McKee C, Gamble A, Lunn T, Morris A, Snedden CE, Yinda CK, Port JR, Buchholz DW, Yeo YY, Faust C, Jax E, Dee L, Jones DN, Kessler MK, Falvo C, Crowley D, Bharti N, Brook CE, Aguilar HC, Peel AJ, Restif O, Schountz T, Parrish CR, Gurley ES, Lloyd-Smith JO, Hudson PJ, Munster VJ, and Plowright RK
- Subjects
- Animals, Evolution, Molecular, Humans, Phylogeny, SARS-CoV-2 genetics, COVID-19, Chiroptera
- Abstract
In the past two decades, three coronaviruses with ancestral origins in bats have emerged and caused widespread outbreaks in humans, including severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Since the first SARS epidemic in 2002-2003, the appreciation of bats as key hosts of zoonotic coronaviruses has advanced rapidly. More than 4,000 coronavirus sequences from 14 bat families have been identified, yet the true diversity of bat coronaviruses is probably much greater. Given that bats are the likely evolutionary source for several human coronaviruses, including strains that cause mild upper respiratory tract disease, their role in historic and future pandemics requires ongoing investigation. We review and integrate information on bat-coronavirus interactions at the molecular, tissue, host and population levels. We identify critical gaps in knowledge of bat coronaviruses, which relate to spillover and pandemic risk, including the pathways to zoonotic spillover, the infection dynamics within bat reservoir hosts, the role of prior adaptation in intermediate hosts for zoonotic transmission and the viral genotypes or traits that predict zoonotic capacity and pandemic potential. Filling these knowledge gaps may help prevent the next pandemic., (© 2021. Springer Nature Limited.)
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- 2022
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32. Community health and human-animal contacts on the edges of Bwindi Impenetrable National Park, Uganda.
- Author
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Muylaert RL, Davidson B, Ngabirano A, Kalema-Zikusoka G, MacGregor H, Lloyd-Smith JO, Fayaz A, Knox MA, and Hayman DTS
- Subjects
- Adult, Aged, Animals, Animals, Wild, Female, Health Surveys, Humans, Male, Middle Aged, Uganda, Young Adult, Human-Animal Interaction, Parks, Recreational, Public Health, Zoonoses transmission
- Abstract
Cross-species transmission of pathogens is intimately linked to human and environmental health. With limited healthcare and challenging living conditions, people living in poverty may be particularly susceptible to endemic and emerging diseases. Similarly, wildlife is impacted by human influences, including pathogen sharing, especially for species in close contact with people and domesticated animals. Here we investigate human and animal contacts and human health in a community living around the Bwindi Impenetrable National Park (BINP), Uganda. We used contact and health survey data to identify opportunities for cross-species pathogen transmission, focusing mostly on people and the endangered mountain gorilla. We conducted a survey with background questions and self-reported diaries to investigate 100 participants' health, such as symptoms and behaviours, and contact patterns, including direct contacts and sightings over a week. Contacts were revealed through networks, including humans, domestic, peri-domestic, and wild animal groups for 1) contacts seen in the week of background questionnaire completion, and 2) contacts seen during the diary week. Participants frequently felt unwell during the study, reporting from one to 10 disease symptoms at different intensity levels, with severe symptoms comprising 6.4% of the diary records and tiredness and headaches the most common symptoms. After human-human contacts, direct contact with livestock and peri-domestic animals were the most common. The contact networks were moderately connected and revealed a preference in contacts within the same taxon and within their taxa groups. Sightings of wildlife were much more common than touching. However, despite contact with wildlife being the rarest of all contact types, one direct contact with a gorilla with a timeline including concerning participant health symptoms was reported. When considering all interaction types, gorillas mostly exhibited intra-species contact, but were found to interact with five other species, including people and domestic animals. Our findings reveal a local human population with recurrent symptoms of illness in a location with intense exposure to factors that can increase pathogen transmission, such as direct contact with domestic and wild animals and proximity among animal species. Despite significant biases and study limitations, the information generated here can guide future studies, such as models for disease spread and One Health interventions., Competing Interests: The authors have declared that no competing interests exist.
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- 2021
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33. Heat-Treated Virus Inactivation Rate Depends Strongly on Treatment Procedure: Illustration with SARS-CoV-2.
- Author
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Gamble A, Fischer RJ, Morris DH, Yinda CK, Munster VJ, and Lloyd-Smith JO
- Subjects
- Decontamination instrumentation, Reproducibility of Results, Specimen Handling instrumentation, Decontamination methods, Hot Temperature, Personal Protective Equipment statistics & numerical data, SARS-CoV-2 physiology, Specimen Handling methods, Virus Inactivation
- Abstract
Decontamination helps limit environmental transmission of infectious agents. It is required for the safe reuse of contaminated medical, laboratory, and personal protective equipment, and for the safe handling of biological samples. Heat treatment is a common decontamination method, notably used for viruses. We show that for liquid specimens (here, solution of SARS-CoV-2 in cell culture medium), the virus inactivation rate under heat treatment at 70°C can vary by almost two orders of magnitude depending on the treatment procedure, from a half-life of 0.86 min (95% credible interval [CI] 0.09, 1.77) in closed vials in a heat block to 37.04 min (95% CI 12.64, 869.82) in uncovered plates in a dry oven. These findings suggest a critical role of evaporation in virus inactivation via dry heat. Placing samples in open or uncovered containers may dramatically reduce the speed and efficacy of heat treatment for virus inactivation. Given these findings, we reviewed the literature on temperature-dependent coronavirus stability and found that specimen container types, along with whether they are closed, covered, or uncovered, are rarely reported in the scientific literature. Heat-treatment procedures must be fully specified when reporting experimental studies to facilitate result interpretation and reproducibility, and must be carefully considered when developing decontamination guidelines. IMPORTANCE Heat is a powerful weapon against most infectious agents. It is widely used for decontamination of medical, laboratory, and personal protective equipment, and for biological samples. There are many methods of heat treatment, and methodological details can affect speed and efficacy of decontamination. We applied four different heat-treatment procedures to liquid specimens containing SARS-CoV-2. Our results show that the container used to store specimens during decontamination can substantially affect inactivation rate; for a given initial level of contamination, decontamination time can vary from a few minutes in closed vials to several hours in uncovered plates. Reviewing the literature, we found that container choices and heat treatment methods are only rarely reported explicitly in methods sections. Our study shows that careful consideration of heat-treatment procedure-in particular the choice of specimen container and whether it is covered-can make results more consistent across studies, improve decontamination practice, and provide insight into the mechanisms of virus inactivation.
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- 2021
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34. Drivers and Distribution of Henipavirus-Induced Syncytia: What Do We Know?
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Gamble A, Yeo YY, Butler AA, Tang H, Snedden CE, Mason CT, Buchholz DW, Bingham J, Aguilar HC, and Lloyd-Smith JO
- Subjects
- HEK293 Cells, Host Specificity, Humans, Virus Attachment, Virus Internalization, Giant Cells virology, Henipavirus Infections virology, Host-Pathogen Interactions, Membrane Fusion, Paramyxoviridae pathogenicity
- Abstract
Syncytium formation, i.e., cell-cell fusion resulting in the formation of multinucleated cells, is a hallmark of infection by paramyxoviruses and other pathogenic viruses. This natural mechanism has historically been a diagnostic marker for paramyxovirus infection in vivo and is now widely used for the study of virus-induced membrane fusion in vitro. However, the role of syncytium formation in within-host dissemination and pathogenicity of viruses remains poorly understood. The diversity of henipaviruses and their wide host range and tissue tropism make them particularly appropriate models with which to characterize the drivers of syncytium formation and the implications for virus fitness and pathogenicity. Based on the henipavirus literature, we summarized current knowledge on the mechanisms driving syncytium formation, mostly acquired from in vitro studies, and on the in vivo distribution of syncytia. While these data suggest that syncytium formation widely occurs across henipaviruses, hosts, and tissues, we identified important data gaps that undermined our understanding of the role of syncytium formation in virus pathogenesis. Based on these observations, we propose solutions of varying complexity to fill these data gaps, from better practices in data archiving and publication for in vivo studies, to experimental approaches in vitro.
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- 2021
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35. Mechanistic theory predicts the effects of temperature and humidity on inactivation of SARS-CoV-2 and other enveloped viruses.
- Author
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Morris DH, Yinda KC, Gamble A, Rossine FW, Huang Q, Bushmaker T, Fischer RJ, Matson MJ, Van Doremalen N, Vikesland PJ, Marr LC, Munster VJ, and Lloyd-Smith JO
- Subjects
- COVID-19, Humans, Hot Temperature, Humidity, Models, Biological, SARS-CoV-2 growth & development, Virus Inactivation
- Abstract
Ambient temperature and humidity strongly affect inactivation rates of enveloped viruses, but a mechanistic, quantitative theory of these effects has been elusive. We measure the stability of SARS-CoV-2 on an inert surface at nine temperature and humidity conditions and develop a mechanistic model to explain and predict how temperature and humidity alter virus inactivation. We find SARS-CoV-2 survives longest at low temperatures and extreme relative humidities (RH); median estimated virus half-life is >24 hr at 10°C and 40% RH, but ∼1.5 hr at 27°C and 65% RH. Our mechanistic model uses fundamental chemistry to explain why inactivation rate increases with increased temperature and shows a U-shaped dependence on RH. The model accurately predicts existing measurements of five different human coronaviruses, suggesting that shared mechanisms may affect stability for many viruses. The results indicate scenarios of high transmission risk, point to mitigation strategies, and advance the mechanistic study of virus transmission., Competing Interests: DM, KY, AG, FR, QH, TB, RF, MM, NV, PV, LM, VM, JL No competing interests declared
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- 2021
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36. Mitigating outbreaks in congregate settings by decreasing the size of the susceptible population.
- Author
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Blumberg S, Lu P, Hoover CM, Lloyd-Smith JO, Kwan AT, Sears D, Bertozzi SM, and Worden L
- Abstract
While many transmission models have been developed for community spread of respiratory pathogens, less attention has been given to modeling the interdependence of disease introduction and spread seen in congregate settings, such as prisons or nursing homes. As demonstrated by the explosive outbreaks of COVID-19 seen in congregate settings, the need for effective outbreak prevention and mitigation strategies for these settings is critical. Here we consider how interventions that decrease the size of the susceptible populations, such as vaccination or depopulation, impact the expected number of infections due to outbreaks. Introduction of disease into the resident population from the community is modeled as a branching process, while spread between residents is modeled via a compartmental model. Control is modeled as a proportional decrease in both the number of susceptible residents and the reproduction number. We find that vaccination or depopulation can have a greater than linear effect on anticipated infections. For example, assuming a reproduction number of 3.0 for density-dependent COVID-19 transmission, we find that reducing the size of the susceptible population by 20% reduced overall disease burden by 47%. We highlight the California state prison system as an example for how these findings provide a quantitative framework for implementing infection control in congregate settings. Additional applications of our modeling framework include optimizing the distribution of residents into independent residential units, and comparison of preemptive versus reactive vaccination strategies.
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- 2021
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37. SARS-CoV-2: Cross-scale Insights from Ecology and Evolution.
- Author
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Snedden CE, Makanani SK, Schwartz ST, Gamble A, Blakey RV, Borremans B, Helman SK, Espericueta L, Valencia A, Endo A, Alfaro ME, and Lloyd-Smith JO
- Subjects
- Animals, COVID-19 epidemiology, Chiroptera virology, Disease Reservoirs virology, Humans, Zoonoses virology, COVID-19 virology, Disease Reservoirs veterinary, Ecology, Evolution, Molecular, SARS-CoV-2 genetics
- Abstract
Ecological and evolutionary processes govern the fitness, propagation, and interactions of organisms through space and time, and viruses are no exception. While coronavirus disease 2019 (COVID-19) research has primarily emphasized virological, clinical, and epidemiological perspectives, crucial aspects of the pandemic are fundamentally ecological or evolutionary. Here, we highlight five conceptual domains of ecology and evolution - invasion, consumer-resource interactions, spatial ecology, diversity, and adaptation - that illuminate (sometimes unexpectedly) the emergence and spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). We describe the applications of these concepts across levels of biological organization and spatial scales, including within individual hosts, host populations, and multispecies communities. Together, these perspectives illustrate the integrative power of ecological and evolutionary ideas and highlight the benefits of interdisciplinary thinking for understanding emerging viruses., Competing Interests: Declaration of Interests There are no interests to declare., (Copyright © 2021 Elsevier Ltd. All rights reserved.)
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- 2021
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38. Cross-scale dynamics and the evolutionary emergence of infectious diseases.
- Author
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Schreiber SJ, Ke R, Loverdo C, Park M, Ahsan P, and Lloyd-Smith JO
- Abstract
When emerging pathogens encounter new host species for which they are poorly adapted, they must evolve to escape extinction. Pathogens experience selection on traits at multiple scales, including replication rates within host individuals and transmissibility between hosts. We analyze a stochastic model linking pathogen growth and competition within individuals to transmission between individuals. Our analysis reveals a new factor, the cross-scale reproductive number of a mutant virion, that quantifies how quickly mutant strains increase in frequency when they initially appear in the infected host population. This cross-scale reproductive number combines with viral mutation rates, single-strain reproductive numbers, and transmission bottleneck width to determine the likelihood of evolutionary emergence, and whether evolution occurs swiftly or gradually within chains of transmission. We find that wider transmission bottlenecks facilitate emergence of pathogens with short-term infections, but hinder emergence of pathogens exhibiting cross-scale selective conflict and long-term infections. Our results provide a framework to advance the integration of laboratory, clinical, and field data in the context of evolutionary theory, laying the foundation for a new generation of evidence-based risk assessment of emergence threats., (© The Author(s) 2021. Published by Oxford University Press. All rights reserved. For permissions, please email: journals.permissions@oup.com.)
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- 2021
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39. Quantifying the Evolutionary Constraints and Potential of Hepatitis C Virus NS5A Protein.
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Dai L, Du Y, Qi H, Huber CD, Chen D, Zhang TH, Wu NC, Wang E, Lloyd-Smith JO, and Sun R
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RNA viruses, such as hepatitis C virus (HCV), influenza virus, and SARS-CoV-2, are notorious for their ability to evolve rapidly under selection in novel environments. It is known that the high mutation rate of RNA viruses can generate huge genetic diversity to facilitate viral adaptation. However, less attention has been paid to the underlying fitness landscape that represents the selection forces on viral genomes, especially under different selection conditions. Here, we systematically quantified the distribution of fitness effects of about 1,600 single amino acid substitutions in the drug-targeted region of NS5A protein of HCV. We found that the majority of nonsynonymous substitutions incur large fitness costs, suggesting that NS5A protein is highly optimized. The replication fitness of viruses is correlated with the pattern of sequence conservation in nature, and viral evolution is constrained by the need to maintain protein stability. We characterized the adaptive potential of HCV by subjecting the mutant viruses to selection by the antiviral drug daclatasvir at multiple concentrations. Both the relative fitness values and the number of beneficial mutations were found to increase with the increasing concentrations of daclatasvir. The changes in the spectrum of beneficial mutations in NS5A protein can be explained by a pharmacodynamics model describing viral fitness as a function of drug concentration. Overall, our results show that the distribution of fitness effects of mutations is modulated by both the constraints on the biophysical properties of proteins (i.e., selection pressure for protein stability) and the level of environmental stress (i.e., selection pressure for drug resistance). IMPORTANCE Many viruses adapt rapidly to novel selection pressures, such as antiviral drugs. Understanding how pathogens evolve under drug selection is critical for the success of antiviral therapy against human pathogens. By combining deep sequencing with selection experiments in cell culture, we have quantified the distribution of fitness effects of mutations in hepatitis C virus (HCV) NS5A protein. Our results indicate that the majority of single amino acid substitutions in NS5A protein incur large fitness costs. Simulation of protein stability suggests viral evolution is constrained by the need to maintain protein stability. By subjecting the mutant viruses to selection under an antiviral drug, we find that the adaptive potential of viral proteins in a novel environment is modulated by the level of environmental stress, which can be explained by a pharmacodynamics model. Our comprehensive characterization of the fitness landscapes of NS5A can potentially guide the design of effective strategies to limit viral evolution., (Copyright © 2021 Dai et al.)
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- 2021
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40. CLASSIFICATION AND REGRESSION TREE ANALYSIS FOR PREDICTING PROGNOSIS IN WILDLIFE REHABILITATION: A CASE STUDY OF LEPTOSPIROSIS IN CALIFORNIA SEA LIONS ( ZALOPHUS CALIFORNIANUS ).
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Whitmer ER, Borremans B, Duignan PJ, Johnson SP, Lloyd-Smith JO, McClain AM, Field CL, and Prager KC
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- Aging, Animals, Animals, Wild, Disease Outbreaks, Kidney microbiology, Leptospira interrogans isolation & purification, Leptospirosis microbiology, Leptospirosis pathology, Leptospirosis urine, Prognosis, Regression Analysis, Leptospirosis veterinary, Sea Lions microbiology
- Abstract
The spirochete bacterium Leptospira interrogans serovar Pomona is enzootic to California sea lions (CSL; Zalophus californianus ) and causes periodic epizootics. Leptospirosis in CSL is associated with a high fatality rate in rehabilitation. Evidence-based tools for estimating prognosis and guiding early euthanasia of animals with a low probability of survival are critical to reducing the severity and duration of animal suffering. Classification and regression tree (CART) analysis of clinical data was used to predict survival outcomes of CSL with leptospirosis in rehabilitation. Classification tree outputs are binary decision trees that can be readily interpreted and applied by a clinician. Models were trained using data from cases treated from 2017 to 2018 at The Marine Mammal Center in Sausalito, CA, and tested against data from cases treated from 2010 to 2012. Two separate classification tree analyses were performed, one including and one excluding data from euthanized animals. When data from natural deaths and euthanasias were included in model-building, the best classification tree predicted outcomes correctly for 84.7% of cases based on four variables: appetite over the first 3 days in care, and blood urea nitrogen (BUN), creatinine, and sodium at admission. When only natural deaths were included, the best model predicted outcomes correctly for 87.6% of cases based on BUN and creatinine at admission. This study illustrates that CART analysis can be successfully applied to wildlife in rehabilitation to establish evidence-based euthanasia criteria with the goal of minimizing animal suffering. In the context of a large epizootic that challenges the limits of a facility's capacity for care, the models can assist in maximizing allocation of resources to those animals with the highest predicted probability of survival. This technique may be a useful tool for other diseases seen in wildlife rehabilitation.
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- 2021
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41. Double-Binding Botulinum Molecule with Reduced Muscle Paralysis: Evaluation in In Vitro and In Vivo Models of Migraine.
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Andreou AP, Leese C, Greco R, Demartini C, Corrie E, Simsek D, Zanaboni A, Koroleva K, Lloyd JO, Lambru G, Doran C, Gafurov O, Seward E, Giniatullin R, Tassorelli C, and Davletov B
- Subjects
- Analgesics administration & dosage, Animals, Botulinum Toxins administration & dosage, Cell Line, Tumor drug effects, Disease Models, Animal, Electromyography, Humans, Male, Muscle, Skeletal drug effects, Nitroglycerin pharmacology, Rats, Rats, Sprague-Dawley, Trigeminal Ganglion drug effects, Analgesics pharmacology, Botulinum Toxins pharmacology, Migraine Disorders drug therapy
- Abstract
With a prevalence of 15%, migraine is the most common neurological disorder and among the most disabling diseases, taking into account years lived with disability. Current oral medications for migraine show variable effects and are frequently associated with intolerable side effects, leading to the dissatisfaction of both patients and doctors. Injectable therapeutics, which include calcitonin gene-related peptide-targeting monoclonal antibodies and botulinum neurotoxin A (BoNT/A), provide a new paradigm for treatment of chronic migraine but are effective only in approximately 50% of subjects. Here, we investigated a novel engineered botulinum molecule with markedly reduced muscle paralyzing properties which could be beneficial for the treatment of migraine. This stapled botulinum molecule with duplicated binding domain-binary toxin-AA (BiTox/AA)-cleaves synaptosomal-associated protein 25 with a similar efficacy to BoNT/A in neurons; however, the paralyzing effect of BiTox/AA was 100 times less when compared to native BoNT/A following muscle injection. The performance of BiTox/AA was evaluated in cellular and animal models of migraine. BiTox/AA inhibited electrical nerve fiber activity in rat meningeal preparations while, in the trigeminovascular model, BiTox/AA raised electrical and mechanical stimulation thresholds in Aδ- and C-fiber nociceptors. In the rat glyceryl trinitrate (GTN) model, BiTox/AA proved effective in inhibiting GTN-induced hyperalgesia in the orofacial formalin test. We conclude that the engineered botulinum molecule provides a useful prototype for designing advanced future therapeutics for an improved efficacy in the treatment of migraine.
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- 2021
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42. Mechanistic theory predicts the effects of temperature and humidity on inactivation of SARS-CoV-2 and other enveloped viruses.
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Morris DH, Yinda KC, Gamble A, Rossine FW, Huang Q, Bushmaker T, Fischer RJ, Matson MJ, van Doremalen N, Vikesland PJ, Marr LC, Munster VJ, and Lloyd-Smith JO
- Abstract
Environmental conditions affect virus inactivation rate and transmission potential. Understanding those effects is critical for anticipating and mitigating epidemic spread. Ambient temperature and humidity strongly affect the inactivation rate of enveloped viruses, but a mechanistic, quantitative theory of those effects has been elusive. We measure the stability of the enveloped respiratory virus SARS-CoV-2 on an inert surface at nine temperature and humidity conditions and develop a mechanistic model to explain and predict how temperature and humidity alter virus inactivation. We find SARS-CoV-2 survives longest at low temperatures and extreme relative humidities; median estimated virus half-life is over 24 hours at 10 °C and 40 % RH, but approximately 1.5 hours at 27 °C and 65 % RH. Our mechanistic model uses simple chemistry to explain the increase in virus inactivation rate with increased temperature and the U-shaped dependence of inactivation rate on relative humidity. The model accurately predicts quantitative measurements from existing studies of five different human coronaviruses (including SARS-CoV-2), suggesting that shared mechanisms may determine environmental stability for many enveloped viruses. Our results indicate scenarios of particular transmission risk, point to pandemic mitigation strategies, and open new frontiers in the mechanistic study of virus transmission.
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- 2020
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43. Predominance of positive epistasis among drug resistance-associated mutations in HIV-1 protease.
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Zhang TH, Dai L, Barton JP, Du Y, Tan Y, Pang W, Chakraborty AK, Lloyd-Smith JO, and Sun R
- Subjects
- Genetic Fitness genetics, HIV Infections genetics, HIV Infections virology, HIV Protease drug effects, HIV-1 drug effects, HIV-1 pathogenicity, Humans, Mutation genetics, Protease Inhibitors adverse effects, Protease Inhibitors therapeutic use, Virus Replication drug effects, Virus Replication genetics, Drug Resistance, Viral genetics, Epistasis, Genetic, HIV Infections drug therapy, HIV Protease genetics, HIV-1 genetics
- Abstract
Drug-resistant mutations often have deleterious impacts on replication fitness, posing a fitness cost that can only be overcome by compensatory mutations. However, the role of fitness cost in the evolution of drug resistance has often been overlooked in clinical studies or in vitro selection experiments, as these observations only capture the outcome of drug selection. In this study, we systematically profile the fitness landscape of resistance-associated sites in HIV-1 protease using deep mutational scanning. We construct a mutant library covering combinations of mutations at 11 sites in HIV-1 protease, all of which are associated with resistance to protease inhibitors in clinic. Using deep sequencing, we quantify the fitness of thousands of HIV-1 protease mutants after multiple cycles of replication in human T cells. Although the majority of resistance-associated mutations have deleterious effects on viral replication, we find that epistasis among resistance-associated mutations is predominantly positive. Furthermore, our fitness data are consistent with genetic interactions inferred directly from HIV sequence data of patients. Fitness valleys formed by strong positive epistasis reduce the likelihood of reversal of drug resistance mutations. Overall, our results support the view that strong compensatory effects are involved in the emergence of clinically observed resistance mutations and provide insights to understanding fitness barriers in the evolution and reversion of drug resistance., Competing Interests: The authors have declared that no competing interests exist.
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- 2020
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44. Cortical Mechanisms of Single-Pulse Transcranial Magnetic Stimulation in Migraine.
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Lloyd JO, Chisholm KI, Oehle B, Jones MG, Okine BN, Al-Kaisy A, Lambru G, McMahon SB, and Andreou AP
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- Animals, Cortical Spreading Depression drug effects, Cortical Spreading Depression physiology, Female, Glutamic Acid toxicity, Iontophoresis methods, Male, Mice, Mice, Inbred C57BL, Migraine Disorders chemically induced, Occipital Lobe drug effects, Rats, Rats, Sprague-Dawley, Migraine Disorders physiopathology, Migraine Disorders therapy, Occipital Lobe physiopathology, Transcranial Magnetic Stimulation methods
- Abstract
Single-pulse transcranial magnetic stimulation (sTMS) of the occipital cortex is an effective migraine treatment. However, its mechanism of action and cortical effects of sTMS in migraine are yet to be elucidated. Using calcium imaging and GCaMP-expressing mice, sTMS did not depolarise neurons and had no effect on vascular tone. Pre-treatment with sTMS, however, significantly affected some characteristics of the cortical spreading depression (CSD) wave, the correlate of migraine aura. sTMS inhibited spontaneous neuronal firing in the visual cortex in a dose-dependent manner and attenuated L-glutamate-evoked firing, but not in the presence of GABA
A/B antagonists. In the CSD model, sTMS increased the CSD electrical threshold, but not in the presence of GABAA/B antagonists. We first report here that sTMS at intensities similar to those used in the treatment of migraine, unlike traditional sTMS applied in other neurological fields, does not excite cortical neurons but it reduces spontaneous cortical neuronal activity and suppresses the migraine aura biological substrate, potentially by interacting with GABAergic circuits.- Published
- 2020
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45. Quantifying antibody kinetics and RNA detection during early-phase SARS-CoV-2 infection by time since symptom onset.
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Borremans B, Gamble A, Prager KC, Helman SK, McClain AM, Cox C, Savage V, and Lloyd-Smith JO
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- Antibodies, Viral blood, Antibodies, Viral isolation & purification, COVID-19, COVID-19 Testing, Clinical Laboratory Techniques methods, Coronavirus Infections blood, Coronavirus Infections diagnosis, Enzyme-Linked Immunosorbent Assay, Humans, Immunoglobulin G isolation & purification, Immunoglobulin M isolation & purification, Pandemics, Pneumonia, Viral blood, Pneumonia, Viral diagnosis, RNA, Viral isolation & purification, SARS-CoV-2, Betacoronavirus genetics, Betacoronavirus immunology, Coronavirus Infections immunology, Coronavirus Infections virology, Immunoglobulin G blood, Immunoglobulin M blood, Pneumonia, Viral immunology, Pneumonia, Viral virology, RNA, Viral analysis
- Abstract
Understanding and mitigating SARS-CoV-2 transmission hinges on antibody and viral RNA data that inform exposure and shedding, but extensive variation in assays, study group demographics and laboratory protocols across published studies confounds inference of true biological patterns. Our meta-analysis leverages 3214 datapoints from 516 individuals in 21 studies to reveal that seroconversion of both IgG and IgM occurs around 12 days post-symptom onset (range 1-40), with extensive individual variation that is not significantly associated with disease severity. IgG and IgM detection probabilities increase from roughly 10% at symptom onset to 98-100% by day 22, after which IgM wanes while IgG remains reliably detectable. RNA detection probability decreases from roughly 90% to zero by day 30, and is highest in feces and lower respiratory tract samples. Our findings provide a coherent evidence base for interpreting clinical diagnostics, and for the mathematical models and serological surveys that underpin public health policies., Competing Interests: BB, AG, KP, SH, AM, CC, VS, JL No competing interests declared, (© 2020, Borremans et al.)
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- 2020
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46. Effect of Environmental Conditions on SARS-CoV-2 Stability in Human Nasal Mucus and Sputum.
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Matson MJ, Yinda CK, Seifert SN, Bushmaker T, Fischer RJ, van Doremalen N, Lloyd-Smith JO, and Munster VJ
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- COVID-19, Hot Temperature, Humans, Humidity, Nasal Cavity virology, Pandemics, RNA Stability, SARS-CoV-2, Betacoronavirus genetics, Coronavirus Infections virology, Mucus virology, Pneumonia, Viral virology, RNA, Viral analysis, Sputum virology
- Abstract
We found that environmental conditions affect the stability of severe acute respiratory syndrome coronavirus 2 in nasal mucus and sputum. The virus is more stable at low-temperature and low-humidity conditions, whereas warmer temperature and higher humidity shortened half-life. Although infectious virus was undetectable after 48 hours, viral RNA remained detectable for 7 days.
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- 2020
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47. Effectiveness of N95 Respirator Decontamination and Reuse against SARS-CoV-2 Virus.
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Fischer RJ, Morris DH, van Doremalen N, Sarchette S, Matson MJ, Bushmaker T, Yinda CK, Seifert SN, Gamble A, Williamson BN, Judson SD, de Wit E, Lloyd-Smith JO, and Munster VJ
- Subjects
- COVID-19, Coronavirus Infections virology, Humans, Pneumonia, Viral virology, SARS-CoV-2, Betacoronavirus, Coronavirus Infections prevention & control, Decontamination methods, Equipment Reuse, Pandemics prevention & control, Pneumonia, Viral prevention & control, Ventilators, Mechanical virology
- Abstract
The coronavirus pandemic has created worldwide shortages of N95 respirators. We analyzed 4 decontamination methods for effectiveness in deactivating severe acute respiratory syndrome coronavirus 2 virus and effect on respirator function. Our results indicate that N95 respirators can be decontaminated and reused, but the integrity of respirator fit and seal must be maintained.
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- 2020
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48. Linking longitudinal and cross-sectional biomarker data to understand host-pathogen dynamics: Leptospira in California sea lions (Zalophus californianus) as a case study.
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Prager KC, Buhnerkempe MG, Greig DJ, Orr AJ, Jensen ED, Gomez F, Galloway RL, Wu Q, Gulland FMD, and Lloyd-Smith JO
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- Animal Diseases diagnosis, Animal Diseases immunology, Animal Diseases microbiology, Animals, Antibodies, Bacterial blood, Bacterial Shedding, California, Cross-Sectional Studies, Host-Pathogen Interactions immunology, Immunity, Kinetics, Leptospira interrogans, Leptospirosis immunology, Survival Rate, Biomarkers blood, Host-Pathogen Interactions physiology, Leptospira pathogenicity, Leptospirosis diagnosis, Leptospirosis veterinary, Sea Lions microbiology
- Abstract
Confronted with the challenge of understanding population-level processes, disease ecologists and epidemiologists often simplify quantitative data into distinct physiological states (e.g. susceptible, exposed, infected, recovered). However, data defining these states often fall along a spectrum rather than into clear categories. Hence, the host-pathogen relationship is more accurately defined using quantitative data, often integrating multiple diagnostic measures, just as clinicians do to assess their patients. We use quantitative data on a major neglected tropical disease (Leptospira interrogans) in California sea lions (Zalophus californianus) to improve individual-level and population-level understanding of this Leptospira reservoir system. We create a "host-pathogen space" by mapping multiple biomarkers of infection (e.g. serum antibodies, pathogen DNA) and disease state (e.g. serum chemistry values) from 13 longitudinally sampled, severely ill individuals to characterize changes in these values through time. Data from these individuals describe a clear, unidirectional trajectory of disease and recovery within this host-pathogen space. Remarkably, this trajectory also captures the broad patterns in larger cross-sectional datasets of 1456 wild sea lions in all states of health but sampled only once. Our framework enables us to determine an individual's location in their time-course since initial infection, and to visualize the full range of clinical states and antibody responses induced by pathogen exposure. We identify predictive relationships between biomarkers and outcomes such as survival and pathogen shedding, and use these to impute values for missing data, thus increasing the size of the useable dataset. Mapping the host-pathogen space using quantitative biomarker data enables more nuanced understanding of an individual's time course of infection, duration of immunity, and probability of being infectious. Such maps also make efficient use of limited data for rare or poorly understood diseases, by providing a means to rapidly assess the range and extent of potential clinical and immunological profiles. These approaches yield benefits for clinicians needing to triage patients, prevent transmission, and assess immunity, and for disease ecologists or epidemiologists working to develop appropriate risk management strategies to reduce transmission risk on a population scale (e.g. model parameterization using more accurate estimates of duration of immunity and infectiousness) and to assess health impacts on a population scale., Competing Interests: The authors have declared that no competing interests exist.
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- 2020
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49. Estimating prevalence and test accuracy in disease ecology: How Bayesian latent class analysis can boost or bias imperfect test results.
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Helman SK, Mummah RO, Gostic KM, Buhnerkempe MG, Prager KC, and Lloyd-Smith JO
- Abstract
Obtaining accurate estimates of disease prevalence is crucial for the monitoring and management of wildlife populations but can be difficult if different diagnostic tests yield conflicting results and if the accuracy of each diagnostic test is unknown. Bayesian latent class analysis (BLCA) modeling offers a potential solution, providing estimates of prevalence levels and diagnostic test accuracy under the realistic assumption that no diagnostic test is perfect.In typical applications of this approach, the specificity of one test is fixed at or close to 100%, allowing the model to simultaneously estimate the sensitivity and specificity of all other tests, in addition to infection prevalence. In wildlife systems, a test with near-perfect specificity is not always available, so we simulated data to investigate how decreasing this fixed specificity value affects the accuracy of model estimates.We used simulations to explore how the trade-off between diagnostic test specificity and sensitivity impacts prevalence estimates and found that directional biases depend on pathogen prevalence. Both the precision and accuracy of results depend on the sample size, the diagnostic tests used, and the true infection prevalence, so these factors should be considered when applying BLCA to estimate disease prevalence and diagnostic test accuracy in wildlife systems. A wildlife disease case study, focusing on leptospirosis in California sea lions, demonstrated the potential for Bayesian latent class methods to provide reliable estimates under real-world conditions.We delineate conditions under which BLCA improves upon the results from a single diagnostic across a range of prevalence levels and sample sizes, demonstrating when this method is preferable for disease ecologists working in a wide variety of pathogen systems., Competing Interests: The authors declare no competing interests., (© 2020 The Authors. Ecology and Evolution published by John Wiley & Sons Ltd.)
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- 2020
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50. Assessment of N95 respirator decontamination and re-use for SARS-CoV-2.
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Fischer RJ, Morris DH, van Doremalen N, Sarchette S, Matson MJ, Bushmaker T, Yinda CK, Seifert SN, Gamble A, Williamson BN, Judson SD, de Wit E, Lloyd-Smith JO, and Munster VJ
- Published
- 2020
- Full Text
- View/download PDF
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