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Record W2122351307 · doi:10.1093/ilar.46.3.227

Laboratory Animals and Immunization Procedures: Challenges and Opportunities

2005· review· en· W2122351307 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueILAR Journal · 2005
Typereview
Languageen
FieldImmunology and Microbiology
TopicMicrobial infections and disease research
Canadian institutionsnot available
Fundersnot available
KeywordsImmunizationMedicineImmunologyAntibody

Abstract

fetched live from OpenAlex

This issue of ILAR Journal presents an overview of new developments and insights in the study of immunization procedures and adjuvant products. Substantial progress has been made, both with regard to new technologies and to understanding the immune response since publication of an earlier ILAR Journal issue devoted to Adjuvants and Antibody Production (Landi 1995). It is timely and important once again to address these developments. The objective of the current ILAR Journal issue is to discuss critical aspects of immunization in the context of what is known of the immune response and to provide an overview of new developments in the production of polyclonal antibodies (PAbs) and monoclonal antibodies (MAbs). Immunizations in laboratory animals are performed for a wide variety of reasons. Primary purposes include (1) induction of specific B cells for the generation of hybridomas, (2) production of PAbs and MAbs, (3) development and quality control of immunobiological products, (4) fundamental immunological studies, and (5) induction of specific disease models. Clearly, these studies have been integral to scientific breakthroughs that have occurred in many areas of biomedical research. One such critical breakthrough has been the development of highly effective vaccines. In other cases, products such as PAbs and MAbs, which are obtained from immunization procedures, have become essential reagents in the laboratory and are being applied in diagnostic testing, in cancer therapy, and in numerous other ways. Nevertheless, despite the significant medical advances that have resulted, the use of laboratory animals for immunization procedures continues to generate controversy. Investigators and members of animal care and use committees continue to have frequent and fundamental questions related to immunization and adjuvant products. Although the answers to such questions are not always clear and unequivocal, data and information in the field of immunization have increased. Indeed, tradition and myths are gradually being replaced by science-based approaches. For example, descriptions of the adverse reactions of Freund’s complete adjuvant (FCA), which is used for its immunostimulatory capabilities, were first published in 1950 (Leskowitz and Waksman 1950) and then in 1960 (Steiner et al. 1960). Since then, discussions regarding the potential of FCA to induce pain and distress have continued for several decades and have resulted in the preparation of numerous guidelines (e.g., institutional guidelines in the United States, and regulatory guidelines in Canada and several European countries). Currently, the use of FCA is limited in experimental animals, and the process of developing alternative adjuvant products has begun. Concerning the production of MAbs, the Institute for Laboratory Animal Research (ILAR) Committee on Methods of Producing Monoclonal Antibodies concluded in 1999 that the intraperitoneal accumulation of ascites is likely to be associated with pain and distress (NRC 1999). Committee members recommended that the tissue-culture method for the production of MAbs should be adopted as the routine method unless there is clear reason why tissue culture methods cannot be used or why their use would represent an unreasonable barrier to obtaining the product at a cost consistent with the realities of funding biomedical research programs. In several European countries, the use of the ascites method is strongly discouraged, although it has not been banned entirely. As new technologies and new experimental data become available, we are gradually unraveling the complex processes underlying immunization procedures. This information will be helpful in understanding the critical aspects involved in immunization protocols and will allow us to prepare rationally based guidelines on how to design optimal immunization protocols and how to continue reducing, refining, and replacing the use of animals. In their article, McCullough and Summerfield (2005) introduce the basic concepts of the immune responses. The Coenraad F. M. Hendriksen, D.V.M., Ph.D., is an Animal Welfare Officer and Senior Scientist at the Netherlands Vaccine Institute, Bilthoven, The Netherlands.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.994
Threshold uncertainty score0.769

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.117
GPT teacher head0.355
Teacher spread0.238 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it