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Comparing Predictors and Outcomes of Higher Allostatic Load across Zoo-Housed African Great Apes. JOURNAL OF ZOOLOGICAL AND BOTANICAL GARDENS 2023. [DOI: 10.3390/jzbg4010016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023] Open
Abstract
Stressors over the lifespan can contribute to physiological dysregulation, or allostatic load. Allostatic load has been studied in humans using allostatic load indices (ALIs) for over 25 years, but the same methods are rarely applied to other species. We constructed an ALI for zoo-housed western lowland gorillas, chimpanzees, and bonobos and tested potential predictors of and health outcomes associated with allostatic load. Allostatic load scores ranged from 0–6 for gorillas and chimpanzees and 0–7 for bonobos. Age was significantly associated with allostatic load in gorillas and chimpanzees but not bonobos. Cumulative stressful events were positively associated with allostatic load in chimpanzees. Wild-caught gorillas had higher allostatic load than zoo-born conspecifics, but rearing differences between zoo-born animals were not significant for any species. Age may affect associations of allostatic load with stressful events and birthplace as results change when it is included as a covariate. Allostatic load was not retained in best-fit models for risk of all-cause morbidity, cardiac disease, or mortality risk. Some analyses herein were limited by the use of retrospective data, such as reason for sample collection and length of records provided for individual animals. Nevertheless, these data indicate additional research is needed to optimize ALIs for non-human primates.
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Seeley KE, Proudfoot KL, Edes AN. The application of allostasis and allostatic load in animal species: A scoping review. PLoS One 2022; 17:e0273838. [PMID: 36040981 PMCID: PMC9426905 DOI: 10.1371/journal.pone.0273838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 08/16/2022] [Indexed: 11/25/2022] Open
Abstract
Principles of allostasis and allostatic load have been widely applied in human research to assess the impacts of chronic stress on physiological dysregulation. Over the last few decades, researchers have also applied these concepts to non-human animals. However, there is a lack of uniformity in how the concept of allostasis is described and assessed in animals. The objectives of this review were to: 1) describe the extent to which the concepts of allostasis and allostatic load are applied theoretically to animals, with a focus on which taxa and species are represented; 2) identify when direct assessments of allostasis or allostatic load are made, which species and contexts are represented, what biomarkers are used, and if an allostatic load index was constructed; and 3) detect gaps in the literature and identify areas for future research. A search was conducted using CABI, PubMed, Agricola, and BIOSIS databases, in addition to a complementary hand-search of 14 peer-reviewed journals. Search results were screened, and articles that included non-human animals, as well as the terms "allostasis" or "allostatic" in the full text, were included. A total of 572 articles met the inclusion criteria (108 reviews and 464 peer-reviewed original research). Species were represented across all taxa. A subset of 63 publications made direct assessments of allostatic load. Glucocorticoids were the most commonly used biomarker, and were the only biomarker measured in 25 publications. Only six of 63 publications (9.5%) constructed an allostatic load index, which is the preferred methodology in human research. Although concepts of allostasis and allostatic load are being applied broadly across animal species, most publications use single biomarkers that are more likely indicative of short-term rather than chronic stress. Researchers are encouraged to adopt methodologies used in human research, including the construction of species-specific allostatic load indexes.
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Affiliation(s)
- Kathryn E. Seeley
- Department of Preventive Medicine, The Ohio State University College of Veterinary Medicine, Columbus, Ohio, United States of America
| | - Kathryn L. Proudfoot
- Health Management, Atlantic Veterinary College, University of Prince Edward Island, Charlottetown, Prince Edward Island, Canada
| | - Ashley N. Edes
- Department of Reproductive and Behavioral Sciences, Saint Louis Zoo, St. Louis, Missouri, United States of America
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Assessing Allostatic Load in Ring-Tailed Lemurs ( Lemur catta). Animals (Basel) 2021; 11:ani11113074. [PMID: 34827806 PMCID: PMC8614249 DOI: 10.3390/ani11113074] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 10/24/2021] [Accepted: 10/26/2021] [Indexed: 11/17/2022] Open
Abstract
Responses to stress are unavoidable, adaptive mechanisms in humans and non-human animals. However, in humans, chronic stress has been linked to poor health outcomes and early mortality. Allostatic load, the physiologic dysregulation that occurs when an organism is exposed to chronic stressors, has been used to assess stress in humans; less work has been done using non-human primates. Our aim was to determine the relationship between allostatic load in ring-tailed lemurs (Lemur catta) under human care and potentially stressful individual, social, medical and husbandry factors, as well a sex and age. An allostatic load index (ALI) was calculated for 38 lemurs using six biomarkers measured in serum (albumin, cortisol, dehydroepiandrosterone-sulfate, DNA damage, glucose and prostaglandin E2). Potentially stressful factors were recorded over the lifetime of each lemur using medical and husbandry records. Animals with a higher percentage of time spent indoors, those kept in smaller average group sizes, and those with fewer minor group composition changes had, or tended to have, higher ALI. There was no relationship between ALI and sex or age. Some social and husbandry factors were associated with allostatic load in lemurs, indicating that this index may be a useful tool in assessing and determining factors contributing to stress of lemurs and other animals under human care.
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Edes AN, Wolfe BA, Crews DE. Testing a method to improve predictions of disease and mortality risk in western lowland gorillas ( gorilla gorilla gorilla) using allostatic load. Stress 2021; 24:76-86. [PMID: 32228119 DOI: 10.1080/10253890.2020.1748003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Allostatic load is the wear-and-tear organisms accumulate due to senescence and stress; it is measured by combining biomarkers from multiple somatic systems into allostatic load indices (ALIs). Frequently used in human research, ALIs have shown consistent results across samples despite different biomarkers and methods. However, determining optimal models likely is necessary if ALIs are to be feasible research tools in other species. Herein, we build on prior research in western lowland gorillas to explore one potential method for determining which biomarkers may be best for estimating allostatic load. After narrowing down which biomarkers to include using a combination of forward stepwise regression and independent biomarker associations with project variables, we estimated allostatic load using both the traditional one-tailed quartile method as well as a multi-method approach. There was a significant positive association between allostatic load and triglycerides, but not cholesterol, both of which are commonly used as diagnostic markers of poor health. Using binomial generalized linear models, a one-unit increase in allostatic load was associated with increased risk of all-cause morbidity and mortality, but reduced risk of cardiac disease. Although conclusions were similar, compared to our original ALIs, these new ALIs had weaker effect sizes and poorer relative goodness of fit, suggesting this method for identifying the best possible list of biomarkers to include in an index was not effective. This report continues the development of ALIs as a clinical tool in wildlife while systematically testing one possible method for determining an optimal ALI for a particular species.
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Affiliation(s)
- Ashley N Edes
- Center for Species Survival, Smithsonian Conservation Biology Institute, Front Royal, VA, USA
- Department of Anthropology, The Ohio State University, Columbus, OH, USA
| | - Barbara A Wolfe
- Department of Veterinary Preventive Medicine, The Ohio State University, Columbus, OH, USA
- Department of Clinical Sciences, Colorado State University, Fort Collins, CO, USA
| | - Douglas E Crews
- Department of Anthropology, The Ohio State University, Columbus, OH, USA
- College of Public Health, The Ohio State University, Columbus, OH, USA
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Edes AN, Edwards KL, Wolfe BA, Brown JL, Crews DE. Allostatic Load Indices With Cholesterol and Triglycerides Predict Disease and Mortality Risk in Zoo-Housed Western Lowland Gorillas ( Gorilla gorilla gorilla). Biomark Insights 2020; 15:1177271920914585. [PMID: 32425494 PMCID: PMC7218307 DOI: 10.1177/1177271920914585] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Accepted: 02/25/2020] [Indexed: 11/17/2022] Open
Abstract
Allostatic load, or the physiological dysregulation accumulated due to senescence and stress, is an established predictor of human morbidity and mortality and has been proposed as a tool for monitoring health and welfare in captive wildlife. It is estimated by combining biomarkers from multiple somatic systems into allostatic load indices (ALIs), providing a score representing overall physiological dysregulation. Such ALIs have been shown to predict disease and mortality risk in western lowland gorillas. In these prior analyses, we were unable to include lipid markers, a potential limitation as they are key biomarkers in human models. Recently, we were able to assay serum cholesterol and triglycerides and add them to our previous ALI. We then re-examined associations with health outcomes using binomial generalized linear models. We constructed ALIs using 2 pooling strategies and 2 methods. By itself, a 1-unit increase in allostatic load was associated with higher odds of all-cause morbidity and mortality, but results were mixed for cardiac disease. However, the best fit models for all-cause morbidity and cardiac disease included only age and sex. Allostatic load was retained alongside age in the best fit models for mortality, with a 1-unit increase associated with 23% to 45% higher odds of death. Compared with previous results, ALIs containing cholesterol and triglycerides better predict disease risk in zoo-housed western lowland gorillas, as evidenced by larger effect sizes for some models and better goodness of fit for all ALIs. Based on these results, we address methodology for future allostatic load research on wildlife.
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Affiliation(s)
- Ashley N Edes
- Center for Species Survival, Smithsonian Conservation Biology Institute, Front Royal, VA, USA
- Department of Anthropology, The Ohio State University, Columbus, OH, USA
| | - Katie L Edwards
- Center for Species Survival, Smithsonian Conservation Biology Institute, Front Royal, VA, USA
| | - Barbara A Wolfe
- Department of Veterinary Preventive Medicine, The Ohio State University, Columbus, OH, USA
- Department of Clinical Sciences, Colorado State University, Fort Collins, CO, USA
| | - Janine L Brown
- Center for Species Survival, Smithsonian Conservation Biology Institute, Front Royal, VA, USA
| | - Douglas E Crews
- Department of Anthropology, The Ohio State University, Columbus, OH, USA
- College of Public Health, The Ohio State University, Columbus, OH, USA
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Rodrigues MA, Sanford SR, Rogers MP, Lee KMN, Wilson MA, Amos J, Hunter CD, Clancy KBH. From maternal tending to adolescent befriending: The adolescent transition of social support. Am J Primatol 2019; 82:e23050. [PMID: 31531899 DOI: 10.1002/ajp.23050] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Revised: 08/16/2019] [Accepted: 08/30/2019] [Indexed: 12/24/2022]
Abstract
Attachment theory holds that parental relationships have lifelong effects on offspring social lives. The tend-and-befriend hypothesis posits that female friendships among humans evolved as part of a primate-wide coping mechanism to mediate stress by relying on social support. Here we bridge developmental and evolutionary frameworks to examine adolescent girls' perception of their reliance on female friendship for social support, how perceptions of parental relationships affect peer relationships, and the extent to which parent and peer relationships buffer depressive symptoms. We predict perceived maternal relationship quality will be positively associated with close female friendships, and maternal relationships, paternal relationships, and female friendship will buffer depressive symptoms. Participants were adolescent girls from a summer science camp (N = 95). Participants filled out demographic information, social network surveys, the Parent-Adolescent Communication Scale, and the Center for Epidemiology Depression Scale. Data was analyzed with Pearson's correlations, t tests, and path analysis. Adolescent girls with few female friends, compared with girls who had more than two very close female friends, experienced more depressive symptoms (t = 3.382, p = .001, D = 0.784). Adolescent girls with few female friends experienced more depressive symptoms compared to girls with two or more very close female friends (t = 3.382, p = .001, D = 0.784). Stronger maternal and paternal relationships were associated with having more female friends (maternal: t = -3.213, p = .003, D = 0.837; paternal: t = -2.432; p = .017). In the path analysis model, only maternal relationship quality significantly predicted female friendship category (β = .33, CR = 2.770, p < .006). Furthermore, participants with two or more very close female friends and higher paternal relationship quality had significantly fewer depressive symptoms (friends; β = -.19, CR = -2.112, p = .035; paternal: β = -.33, CR = -3.220, p < .001), and older participants had more depressive symptoms (β = .17, CR = -1.931, p = .036). These results provide additional support for the tend-and-befriend hypothesis, suggesting that maternal tending sets the stage for close female friendships.
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Affiliation(s)
- Michelle A Rodrigues
- Department of Anthropology, University of Illinois, Urbana-Champaign, Illinois.,Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana-Champaign, Illinois
| | - Summer R Sanford
- Department of Anthropology, University of Illinois, Urbana-Champaign, Illinois.,Animas High School, Durango, Colorado
| | - Mary P Rogers
- Department of Anthropology, University of Illinois, Urbana-Champaign, Illinois.,Carl R. Woese Institute for Genomic Biology, University of Illinois, Urbana-Champaign, Illinois
| | - Katharine M N Lee
- Department of Anthropology, University of Illinois, Urbana-Champaign, Illinois
| | - Meredith A Wilson
- Department of Anthropology, University of Illinois, Urbana-Champaign, Illinois
| | - Jennifer Amos
- Department of Bioengineering, University of Illinois, Urbana-Champaign, Illinois
| | - Carla D Hunter
- Department of Psychology, University of Illinois, Urbana-Champaign, Illinois
| | - Kathryn B H Clancy
- Department of Anthropology, University of Illinois, Urbana-Champaign, Illinois.,Beckman Institute for Advanced Science and Technology, University of Illinois, Urbana-Champaign, Illinois
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Price E, Coleman R, Ahsmann J, Glendewar G, Hunt J, Smith T, Wormell D. Individual, social, and environmental factors affecting salivary and fecal cortisol levels in captive pied tamarins (Saguinus bicolor). Am J Primatol 2019; 81:e23033. [PMID: 31368125 DOI: 10.1002/ajp.23033] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Revised: 06/21/2019] [Accepted: 06/25/2019] [Indexed: 01/17/2023]
Abstract
Pied tamarins (Saguinus bicolor) are endangered New World primates, and in captivity appear to be very susceptible to stress. We measured cortisol in 214 saliva samples from 36 tamarins and in 227 fecal samples from 27 tamarins, and investigated the effects of age, sex, pregnancy, rearing history, social status, weight, group composition, and enclosure type using generalized linear mixed models. There was no effect of age on either fecal or salivary cortisol levels. Female pied tamarins in late pregnancy had higher fecal cortisol levels than those in early pregnancy, or nonpregnant females, but there was no effect of pregnancy on salivary cortisol. Females had higher salivary cortisol levels than males, but there was no effect of rearing history. However, for fecal cortisol, there was an interaction between sex and rearing history. Hand-reared tamarins overall had higher fecal cortisol levels, but while male parent-reared tamarins had higher levels than females who were parent-reared, the reverse was true for hand-reared individuals. There was a trend towards lower fecal cortisol levels in subordinate individuals, but no effect of status on salivary cortisol. Fecal but not salivary cortisol levels declined with increasing weight. We found little effect of group composition on cortisol levels in either saliva or feces, suggesting that as long as tamarins are housed socially, the nature of the group is of less importance. However, animals in off-show enclosures had higher salivary and fecal cortisol levels than individuals housed on-show. We suggest that large on-show enclosures with permanent access to off-exhibit areas may compensate for the effects of visitor disturbance, and a larger number of tamarins of the same species housed close together may explain the higher cortisol levels found in tamarins living in off-show accommodation, but further research is needed.
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Affiliation(s)
- Eluned Price
- Durrell Wildlife Conservation Trust, Jersey, Channel Islands
| | - Rob Coleman
- Department of Biological Sciences, University of Chester, Chester, UK
| | - Judith Ahsmann
- Durrell Wildlife Conservation Trust, Jersey, Channel Islands.,University of Applied Sciences Van Hall Larenstein, Leeuwarden, The Netherlands
| | - Gale Glendewar
- Durrell Wildlife Conservation Trust, Jersey, Channel Islands
| | - Jenna Hunt
- Durrell Wildlife Conservation Trust, Jersey, Channel Islands
| | - Tessa Smith
- Department of Biological Sciences, University of Chester, Chester, UK
| | - Dominic Wormell
- Durrell Wildlife Conservation Trust, Jersey, Channel Islands
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Edwards KL, Edes AN, Brown JL. Stress, Well-Being and Reproductive Success. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1200:91-162. [PMID: 31471796 DOI: 10.1007/978-3-030-23633-5_5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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Edes AN, Wolfe BA, Crews DE. The first multi-zoo application of an allostatic load index to western lowland gorillas (Gorilla gorilla gorilla). Gen Comp Endocrinol 2018; 266:135-149. [PMID: 29746855 DOI: 10.1016/j.ygcen.2018.05.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2017] [Revised: 04/26/2018] [Accepted: 05/06/2018] [Indexed: 01/23/2023]
Abstract
Vertebrate stress responses are highly adaptive biological functions, maximizing survival probability in life-threatening situations. However, experiencing repeated and/or chronic stressors can generate physiological dysregulation and lead to disease. Because stress responses are multi-systemic and involve a wide range of physiological functions, identifying responses to stressors is best accomplished using integrated biomarker models. Allostatic load, defined as the physiological dysregulation that accumulates over the lifespan due to stressful experiences, is one such model. Allostatic load is measured using allostatic load indices, which are composites of biomarkers from multiple somatic systems. Previously, we reported the use of a 7-biomarker allostatic load index (albumin, CRH, cortisol, DHEA-S, glucose, IL-6, TNF-α) in western lowland gorillas housed at a single zoo. Herein, this index is expanded to examine allostatic load responses to lifetime stressors in gorillas from two additional zoos (n = 63) as well as two pooled samples. The index was created using quartile cut-points for each biomarker. Significant associations were observed between multiple predictor variables and allostatic load, including sex, age, number of stressful events (anesthetic events, zoo transfers, agonistic interactions with wounding, pregnancies), and rearing history (mother-reared, nursery-reared, wild-caught). Additionally, allostatic load was associated with indicators of morbidity (creatinine, cholesterol, triglycerides), age at death, and mortality risk. These results are consistent with those reported in human allostatic load research, suggesting allostatic load indices have potential as an investigative and clinical tool for gorillas and other great apes.
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Affiliation(s)
- Ashley N Edes
- Department of Anthropology, 174 West 18th Ave., The Ohio State University, Columbus, OH 43210, United States.
| | - Barbara A Wolfe
- Department of Veterinary Preventive Medicine, 1920 Coffey Rd., The Ohio State University, Columbus, OH 43210, United States
| | - Douglas E Crews
- Department of Anthropology, 174 West 18th Ave., The Ohio State University, Columbus, OH 43210, United States; College of Public Health, 1841 Neil Ave., Columbus, OH 43210, United States
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EVALUATING ALLOSTATIC LOAD: A NEW APPROACH TO MEASURING LONG-TERM STRESS IN WILDLIFE. J Zoo Wildl Med 2018; 49:272-282. [DOI: 10.1638/2016-0070.1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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Edes AN, Crews DE. Allostatic load and biological anthropology. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2017; 162 Suppl 63:44-70. [DOI: 10.1002/ajpa.23146] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2016] [Revised: 10/20/2016] [Accepted: 11/18/2016] [Indexed: 01/27/2023]
Affiliation(s)
- Ashley N. Edes
- Department of Anthropology and School of Public HealthThe Ohio State University
| | - Douglas E. Crews
- Department of Anthropology and School of Public HealthThe Ohio State University
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Assessing Stress in Zoo-Housed Western Lowland Gorillas (Gorilla gorilla gorilla) Using Allostatic Load. INT J PRIMATOL 2016. [DOI: 10.1007/s10764-016-9899-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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