101
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Wang H, Chen G, Lu X, Zhang H, Feng C. The effect of simple imputation on inferences about population means when data are missing in biomedical research due to detection limits. SHANGHAI ARCHIVES OF PSYCHIATRY 2016; 27:319-25. [PMID: 26977131 PMCID: PMC4764008 DOI: 10.11919/j.issn.1002-0829.215121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
The sample geometric mean has been widely used in biomedical and psychosocial research to estimate and compare population geometric means. However, due to the detection limit of measurement instruments, the actual value of the measurement is not always observable. A common practice to deal with this problem is to replace missing values by small positive constants and make inferences based on the imputed data. However, no work has been carried out to study the effect of this naïve imputation method on inference. In this report, we show that this simple imputation method may dramatically change the reported outcomes of a study and, thus, make the results uninterpretable, even if the detection limit is very small.
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Affiliation(s)
- Hongyue Wang
- Departments of Biostatistics and Computational Biology, University of Rochester, Rochester, NY
| | - Guanqing Chen
- Departments of Biostatistics and Computational Biology, University of Rochester, Rochester, NY
| | - Xiang Lu
- Departments of Biostatistics and Computational Biology, University of Rochester, Rochester, NY
| | - Hui Zhang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN
| | - Changyong Feng
- Departments of Biostatistics and Computational Biology, University of Rochester, Rochester, NY; Department of Anesthesiology, University of Rochester, Rochester, NY
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102
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Colston JM, Bolinger B, Cottingham MG, Gilbert S, Klenerman P. Modification of Antigen Impacts on Memory Quality after Adenovirus Vaccination. THE JOURNAL OF IMMUNOLOGY 2016; 196:3354-63. [PMID: 26944930 DOI: 10.4049/jimmunol.1502687] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2015] [Accepted: 02/12/2016] [Indexed: 11/19/2022]
Abstract
The establishment of robust T cell memory is critical for the development of novel vaccines for infections and cancers. Classical memory generated by CD8(+)T cells is characterized by contracted populations homing to lymphoid organs. T cell memory inflation, as seen for example after CMV infection, is the maintenance of expanded, functional, tissue-associated effector memory cell pools. Such memory pools may also be induced after adenovirus vaccination, and we recently defined common transcriptional and phenotypic features of these populations in mice and humans. However, the rules that govern which epitopes drive memory inflation compared with classical memory are not fully defined, and thus it is not currently possible to direct this process. We used our adenoviral model of memory inflation to first investigate the role of the promoter and then the role of the epitope context in determining memory formation. Specifically, we tested the hypothesis that conventional memory could be converted to inflationary memory by simple presentation of the Ag in the form of minigene vectors. When epitopes from LacZ and murine CMV that normally induce classical memory responses were presented as minigenes, they induced clear memory inflation. These data demonstrate that, regardless of the transgene promoter, the polypeptide context of a CD8(+)T cell epitope may determine whether classical or inflating memory responses are induced. The ability to direct this process by the use of minigenes is relevant to the design of vaccines and understanding of immune responses to pathogens.
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Affiliation(s)
- Julia M Colston
- Nuffield Department of Medicine, Peter Medawar Building for Pathogen Research, University of Oxford, Oxford OX1 3SY, United Kingdom; and
| | - Beatrice Bolinger
- Nuffield Department of Medicine, Peter Medawar Building for Pathogen Research, University of Oxford, Oxford OX1 3SY, United Kingdom; and
| | | | - Sarah Gilbert
- The Jenner Institute, University of Oxford, Oxford OX3 7DQ, United Kindgom
| | - Paul Klenerman
- Nuffield Department of Medicine, Peter Medawar Building for Pathogen Research, University of Oxford, Oxford OX1 3SY, United Kingdom; and
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103
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Li M, Jiang Y, Gong T, Zhang Z, Sun X. Intranasal Vaccination against HIV-1 with Adenoviral Vector-Based Nanocomplex Using Synthetic TLR-4 Agonist Peptide as Adjuvant. Mol Pharm 2016; 13:885-94. [PMID: 26824411 DOI: 10.1021/acs.molpharmaceut.5b00802] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Recombinant type 5 adenovirus (rAd5) vaccines hold the promise to prevent HIV-1 infections. Intranasal vaccination not only stimulates systemic immunity but also elicits mucosal immunity that provides first defense for mucosally transmitted diseases like HIV-1. Adjuvants such as TLR agonists are usually codelivered with antigens to enhance the immunogenicity of vaccines. Here, we present a rAd5 vaccine delivery system using DEG-PEI as the carrier. Adenovirus encoding HIV gag was used as antigen, and was complexed with DEG-PEI polymer via electrostatic interaction. A novel synthetic TLR-4 agonist, RS09, was either chemically linked with DEG-PEI (DP-RS09) or physically mixed with it(DP/RS09) to enhance the immunogenticity of rAd5 vaccine. After intranasal immunization, the systemic antigen-specific immune responses and cytotoxicity T lymphocytes responses induced by DP-RS09-rAd5 and DP/RS09-rAd5 were analyzed. The mucosal secretory IgA level was detected in both nasal and vaginal washes to determine the mucosal immunity. Furthermore, cytokine productions on RAW264.7 cells were tested after preincubation with TLR-4 pathway inhibitors. The results indicated that DEG-PEI could facilitate the intranasal delivery of rAd5 vaccine. Both chemically linked (DP-RS09) and physically mixed RS09 (DP/RS09) could further enhance the mucosal immunity of rAd5 vaccine via TLR-4 pathway. This RS09 adjuvanted DEG-PEI polymer represents a potential intranasal vaccine delivery system and may have a wider application for other viral vectors.
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Affiliation(s)
- Man Li
- Key Laboratory of Drug Targeting, Ministry of Education, West China School of Pharmacy, Sichuan University , Chengdu, 610041, People's Republic of China
| | - Yuhong Jiang
- Key Laboratory of Drug Targeting, Ministry of Education, West China School of Pharmacy, Sichuan University , Chengdu, 610041, People's Republic of China
| | - Tao Gong
- Key Laboratory of Drug Targeting, Ministry of Education, West China School of Pharmacy, Sichuan University , Chengdu, 610041, People's Republic of China
| | - Zhirong Zhang
- Key Laboratory of Drug Targeting, Ministry of Education, West China School of Pharmacy, Sichuan University , Chengdu, 610041, People's Republic of China
| | - Xun Sun
- Key Laboratory of Drug Targeting, Ministry of Education, West China School of Pharmacy, Sichuan University , Chengdu, 610041, People's Republic of China
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104
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Chimpanzee Adenovirus Vaccine Provides Multispecies Protection against Rift Valley Fever. Sci Rep 2016; 6:20617. [PMID: 26847478 PMCID: PMC4742904 DOI: 10.1038/srep20617] [Citation(s) in RCA: 81] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Accepted: 01/08/2016] [Indexed: 02/07/2023] Open
Abstract
Rift Valley Fever virus (RVFV) causes recurrent outbreaks of acute life-threatening human and livestock illness in Africa and the Arabian Peninsula. No licensed vaccines are currently available for humans and those widely used in livestock have major safety concerns. A ‘One Health’ vaccine development approach, in which the same vaccine is co-developed for multiple susceptible species, is an attractive strategy for RVFV. Here, we utilized a replication-deficient chimpanzee adenovirus vaccine platform with an established human and livestock safety profile, ChAdOx1, to develop a vaccine for use against RVFV in both livestock and humans. We show that single-dose immunization with ChAdOx1-GnGc vaccine, encoding RVFV envelope glycoproteins, elicits high-titre RVFV-neutralizing antibody and provides solid protection against RVFV challenge in the most susceptible natural target species of the virus-sheep, goats and cattle. In addition we demonstrate induction of RVFV-neutralizing antibody by ChAdOx1-GnGc vaccination in dromedary camels, further illustrating the potency of replication-deficient chimpanzee adenovirus vaccine platforms. Thus, ChAdOx1-GnGc warrants evaluation in human clinical trials and could potentially address the unmet human and livestock vaccine needs.
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105
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Ljungman P, Snydman D, Boeckh M. Respiratory Syncytial Virus and Human Metapneumovirus Infection in Transplant Recipients. TRANSPLANT INFECTIONS 2016. [PMCID: PMC7123147 DOI: 10.1007/978-3-319-28797-3_31] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Respiratory viral infections due to respiratory syncytial virus (RSV) and human metapneumovirus (hMPV) cause infections in immunocompromised transplant patients ranging from mild upper respiratory infections to severe lower respiratory tract disease with respiratory failure. These viruses are more readily diagnosed due to improvements in sensitive molecular diagnostic methods. The epidemiology of RSV and hMPV is similarly becoming more readily appreciated in hematopoietic stem cell transplant (HSCT) patients of all ages as well as solid organ transplant (SOT) patients, with lung transplant recipients having evidence of more frequent and severe complications related to these viruses. RSV and hMPV infection typically but not always present with upper respiratory signs and symptoms that progress to lower respiratory tract disease. Treatment options for RSV are limited, with aerosolized, intravenous, and oral ribavirin all studied in HSCT and lung transplant patients. No antiviral therapy for the treatment of hMPV is available, although ribavirin has shown some effectiveness in vitro. New antiviral agents including RSV fusion inhibitors and nucleoside analogs are being developed, with some under clinical evaluation.
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Affiliation(s)
- Per Ljungman
- Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - David Snydman
- Tufts University School of Medicine Tufts Medical Center, Boston, Massachusetts USA
| | - Michael Boeckh
- University of Washington Fred Hutchinson Cancer Research Center, Seattle, Washington USA
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106
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Jozwik A, Habibi MS, Paras A, Zhu J, Guvenel A, Dhariwal J, Almond M, Wong EHC, Sykes A, Maybeno M, Del Rosario J, Trujillo-Torralbo MB, Mallia P, Sidney J, Peters B, Kon OM, Sette A, Johnston SL, Openshaw PJ, Chiu C. RSV-specific airway resident memory CD8+ T cells and differential disease severity after experimental human infection. Nat Commun 2015; 6:10224. [PMID: 26687547 PMCID: PMC4703893 DOI: 10.1038/ncomms10224] [Citation(s) in RCA: 220] [Impact Index Per Article: 24.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Accepted: 11/16/2015] [Indexed: 12/30/2022] Open
Abstract
In animal models, resident memory CD8+ T (Trm) cells assist in respiratory virus elimination but their importance in man has not been determined. Here, using experimental human respiratory syncytial virus (RSV) infection, we investigate systemic and local virus-specific CD8+ T-cell responses in adult volunteers. Having defined the immunodominance hierarchy, we analyse phenotype and function longitudinally in blood and by serial bronchoscopy. Despite rapid clinical recovery, we note surprisingly extensive lower airway inflammation with persistent viral antigen and cellular infiltrates. Pulmonary virus-specific CD8+ T cells display a CD69+CD103+ Trm phenotype and accumulate to strikingly high frequencies into convalescence without continued proliferation. While these have a more highly differentiated phenotype, they express fewer cytotoxicity markers than in blood. Nevertheless, their abundance before infection correlates with reduced symptoms and viral load, implying that CD8+ Trm cells in the human lung can confer protection against severe respiratory viral disease when humoral immunity is overcome.
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Affiliation(s)
- Agnieszka Jozwik
- National Heart and Lung Institute, Imperial College London, London W2 1PG, UK
| | | | - Allan Paras
- National Heart and Lung Institute, Imperial College London, London W2 1PG, UK
| | - Jie Zhu
- National Heart and Lung Institute, Imperial College London, London W2 1PG, UK
| | - Aleks Guvenel
- National Heart and Lung Institute, Imperial College London, London W2 1PG, UK
| | - Jaideep Dhariwal
- National Heart and Lung Institute, Imperial College London, London W2 1PG, UK
| | - Mark Almond
- National Heart and Lung Institute, Imperial College London, London W2 1PG, UK
| | - Ernie H. C. Wong
- National Heart and Lung Institute, Imperial College London, London W2 1PG, UK
| | - Annemarie Sykes
- National Heart and Lung Institute, Imperial College London, London W2 1PG, UK
| | - Matthew Maybeno
- Centre for Infectious Disease, Division of Vaccine Discovery, La Jolla Institute of Allergy and Immunology, 9420 Athena Circle, La Jolla, California 92037, USA
| | - Jerico Del Rosario
- National Heart and Lung Institute, Imperial College London, London W2 1PG, UK
| | | | - Patrick Mallia
- National Heart and Lung Institute, Imperial College London, London W2 1PG, UK
| | - John Sidney
- Centre for Infectious Disease, Division of Vaccine Discovery, La Jolla Institute of Allergy and Immunology, 9420 Athena Circle, La Jolla, California 92037, USA
| | - Bjoern Peters
- Centre for Infectious Disease, Division of Vaccine Discovery, La Jolla Institute of Allergy and Immunology, 9420 Athena Circle, La Jolla, California 92037, USA
| | - Onn Min Kon
- National Heart and Lung Institute, Imperial College London, London W2 1PG, UK
| | - Alessandro Sette
- Centre for Infectious Disease, Division of Vaccine Discovery, La Jolla Institute of Allergy and Immunology, 9420 Athena Circle, La Jolla, California 92037, USA
| | | | - Peter J. Openshaw
- National Heart and Lung Institute, Imperial College London, London W2 1PG, UK
| | - Christopher Chiu
- National Heart and Lung Institute, Imperial College London, London W2 1PG, UK
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