Literature DB >> 34299756

The Long-Term Public Health Impact of Social Distancing on Brain Health: Topical Review.

Anagha Kumar1,2, Joel Salinas2.   

Abstract

Social distancing has been a critical public health measure for the COVID-19 pandemic, yet a long history of research strongly suggests that loneliness and social isolation play a major role in several cognitive health issues. What is the true severity and extent of risks involved and what are potential approaches to balance these competing risks? This review aimed to summarize the neurological context of social isolation and loneliness in population health and the long-term effects of social distancing as it relates to neurocognitive aging, health, and Alzheimer's disease and related dementias. The full scope of the underlying causal mechanisms of social isolation and loneliness in humans remains unclear partly because its study is not amenable to randomized controlled trials; however, there are many detailed experimental and observational studies that may provide a hypothesis-generating theoretical framework to better understand the pathophysiology and underlying neurobiology. To address these challenges and inform future studies, we conducted a topical review of extant literature investigating associations of social isolation and loneliness with relevant biological, cognitive, and psychosocial outcomes, and provide recommendations on how to approach the need to fill key knowledge gaps in this important area of research.

Entities:  

Keywords:  brain aging; brain health; cognitive health; loneliness; social isolation

Mesh:

Year:  2021        PMID: 34299756      PMCID: PMC8305633          DOI: 10.3390/ijerph18147307

Source DB:  PubMed          Journal:  Int J Environ Res Public Health        ISSN: 1660-4601            Impact factor:   3.390


1. Introduction

Social distancing has been a critical measure to address the COVID-19 pandemic, yet the long-term public health impact of prolonged social distancing is unclear. Although high levels of social isolation and loneliness have been associated with a high risk of morbidity and mortality Holt-Lunstad, Smith [1,2], a growing body of evidence strongly suggests that social isolation and loneliness—notable consequences of social distancing [3]—specifically play a major role in neurocognitive health [4,5,6,7]. Since the outbreak of COVID-19, research has further shown the increased dementia risk that may be due to stress, loneliness, and neuropsychiatric symptoms of prolonged physical distancing [8]. A key barrier to better understand the extent of potential long-term neurocognitive health impacts and to deploy effective strategies that balance competing risks requires clarifying underlying biological mechanisms. Investigating causal pathways that link social isolation and loneliness with neurocognitive aging and neuropathological changes is not readily amenable to be studied using randomized controlled trails. However, there are many detailed experimental models and observational studies that, when brought together, can provide a hypothesis-generating theoretical model for the complex neurobiology and pathophysiology underlying observed associations. As indicated by the National Institute on Aging, there is a need for more research in the areas of social isolation and loneliness [9]. In response, this topical review was conducted to (1) highlight notable findings from previous studies related to potential biological mechanisms, (2) provide key recommendations to address critical knowledge gaps, and (3) inform future studies for addressing these factors in neurology and population health through targeted interventions. Although social isolation and loneliness may be manifestations of early neuropathological changes [10], the present review focused on summarizing the neurological context of social isolation and loneliness as proposed harmful psychosocial determinants of health and on describing the potential long-term risks of social distancing with respect to general neurocognitive health [11] and aging [12], inclusive of subsequent risk for developing Alzheimer’s disease and related disorders (ADRD) [13].

2. Definitions and Context

In the absence of well-established consensus definitions and research frameworks used across studies of social isolation and loneliness, we used generally accepted definitions for each to facilitate interpretation of extant literature. Social isolation was defined as the objective “lack of social contact or support” [14]. Separately, loneliness, which can arise from and compound social isolation, was defined as the subjective “feeling of being alone or isolated” [14] (i.e., a feeling that arises from a person perceiving less social support and connection than they desire or expect) [15]. We used these terms to explicitly indicate whether the noted outcomes were associated with loneliness, social isolation, or both. Preceding the COVID-19 pandemic, loneliness and social isolation was rising in societies across the world; over one third of adults aged 45 and older are estimated to feel lonely, while about one fourth of adults aged 65 and older are likely to be socially isolated [16]. The COVID-19 pandemic’s required “social distancing” has had the unintended consequence of further increasing the prevalence of both social isolation and loneliness [17]. Due to the pandemic, individuals already at risk for loneliness (such as young adults, individuals with low household income, and adults living alone) have experienced higher levels of social isolation and loneliness during the COVID-19 pandemic [18]. Of note, social distancing may affect people differently depending on local, regional, and national conditions; thus, the interpretation and generalization of prior findings must be done cautiously and approaches to attenuate related risks must vary accordingly. To summarize the potential causal neurobiological implications of social isolation and loneliness, this review focused on the suggested biological mechanisms between social isolation and neurological outcomes because causal relationships are best investigated through experimental and randomized controlled trials, which, in this case, are infeasible for human study. However, many animal studies have examined effects of social isolation, rather than loneliness, due to greater ease of controlling and measuring social interactions in animal models. Furthermore, since loneliness often emerges from social isolation [19], it is helpful to understand how—directly or indirectly—this exposure might alter brain biology, even without an associated measure of loneliness.

3. Methods

3.1. Literature Search

A literature search was performed in Embase, Cochrane Library, PubMed, MEDLINE, and ClinicalTrials.gov databases from their inception of each database (1966, 1946, 1974, 1966, and 2000 respectively) through March 2021. Search terms included: social isolation, loneliness, cognitive health, brain health, brain aging, cognitive aging, and dementia. Terms such as “Alzheimer’s disease” and “cognitive decline” were excluded because they fell under the hierarchy of the search terms used, which were the primary focus of the review. A filter was used to limit the search results to English language studies, and no filter was placed on publication dates. Studies were excluded if they did not relate social isolation or loneliness with measures that underly cognitive or brain health, cognitive or brain aging, or dementia due to any cause. The search terms were separately applied for each neurocognitive outcome as “loneliness and [outcome]” and “social isolation and [outcome]” in all databases. MEDLINE, ClinicaTrials.gov, and the Cochrane Library yielded no usable results, while PubMed and Embase delivered a total of 147 successful hits.

3.2. Eligibility Criteria

Studies were included if they reported examining the association of loneliness or social isolation with a neurocognitive outcome measure. Studies were excluded if they did not report a primary outcome of interest, did not evaluate loneliness or social isolation, or if it was a duplicate study. Intervention studies that were not designed to specifically decrease measures of loneliness or social isolation as their primary outcome, such as studies to improve psychosocial support for those with dementia, were also excluded. Non-English studies were excluded. We did not exclude studies based on patient demographics such as age, clinical status, or gender.

3.3. Data Extraction and Synthesis

The following data were extracted from the articles that met the inclusion criteria: study sample, control group type and format (for randomized controlled or experimental studies), outcome variables, and results for effects (see Supplementary Material). We also extracted any reported data on potential mechanisms of the results for effects, such as causal inference or mediation analyses. The results yielded studies that were either observational (cross-sectional, longitudinal) or experimental using animal models.

4. Discussion

A total of 174 studies were reviewed. From a total of 1612 studies identified from databases, 1438 articles were excluded for reasons of not being related to the question of concern, being a duplicate, and concerning topics not related to brain health. After reviewing the full texts of 174 studies, 83 studies have been included in this qualitative review (Figure 1). Three key observations emerged from the review:
Figure 1

Derivation of literature reviewed: A literature search was conducted through key-word searches on databases that culminated in the inclusion of 83 studies in the qualitative review.

There are limited studies of biological mechanisms of social isolation and loneliness, but extant studies suggest that loneliness and social isolation are implicated in pathways that regulate experience-induced neuroplasticity as well as both systematic and brain-specific physiologic responses to stressors, such as inflammatory, neuroendocrine, or vascular dysfunction pathways; this is especially the case for environmental and psychosocial stressors that may be acute or chronic. Among individuals who experience high levels of loneliness and social isolation, the combined effects of these pathways seem to be at least partly responsible for observed differences in vulnerability or resilience to cognitive decline due to aging or neuropathological changes. Knowledge gaps to address, which emerged from the present review, are the need for additional studies that are designed to characterize promising stress and neuroplasticity-related pathways in humans, the need to identify how the influence of these pathways may vary by socioeconomic-based factors that differ for communities that have been historically discriminated against (e.g., access to resources and physical environments that promote positive social interactions and supportive social connections), and the need to explore practical intervention studies that target specific biological, cognitive, and psychosocial pathways in parallel. Studies that investigated potential causal biological pathways were mostly derived from non-primate animal studies examining environmental conditions (i.e., enrichment versus isolation) due to the infeasibility of studying these causal models in humans. Almost all of the studies investigating associations with cognitive and psychosocial outcomes were human studies using measures of loneliness, social isolation, or both as predictor variables (Figure 2).
Figure 2

SIL has been related with (a) stress-dependent physiological disorders, chronic inflammation, and increased circulating markers for inflammation, (b) cortical atrophy and smaller regional brain volumes, including areas that support memory, (c) Alzheimer’s disease-related neuropathologic findings, such as amyloid plaques and neurofibrillary tangles, (d) decreased neurogenesis and lower levels of brain-derived neurotrophic factor, (e) increased risk of all-cause dementia and decreased levels of cognition function in executive function and memory domains, (f) poor mental health with increased symptoms of anxiety and depression, (g) worse sleep quality, especially sleep fragmentation, and (h) increased risk of cerebrovascular dysfunction and impaired post-stroke recovery.

4.1. Biological Outcomes

4.1.1. Associations with Inflammation

From the literature included in our qualitative review, social isolation and loneliness have been associated with serum markers of chronic inflammation, such as the neutrophil-to-lymphocyte ratio, the concentration of high-sensitivity C-reactive protein (CRP) [20], and circulating leukocytes [21]. Other circulating inflammatory markers, such as fibrinogen and interleukin-6 (IL-6), have been associated with increased levels of social isolation and loneliness as well [22,23]. In contrast, higher levels of social engagement and living with another individual were associated with lower levels of C-reactive protein and fibrinogen [24].

4.1.2. Associations with Neuroimaging Measures

Of the studies reviewed, most identified that loneliness or social isolation related with brain MRI measures of brain aging and neuropathology. For example, those who identify with feeling lonely were shown to have smaller hippocampal volumes and a larger volume of cerebral white matter implicated in social cognitive processing and emotional regulation [25]. Regions such as the left posterior superior temporal sulcus, the middle temporal gyrus, and the entorhinal cortex (involved in social perception and associative memory) have also been found to be smaller among participants who had smaller online social networks [26,27]. Furthermore, based on tau PET imaging, it has been found that higher tau pathology in the right entorhinal cortex and clusters in the right fusiform gyrus are associated with greater loneliness [28]. Higher cortical amyloid burden on PET scans has also been shown to be significantly associated with greater loneliness [10]. In addition, lonely individuals have shown stronger functional communication in the default network and higher microstructural integrity in the fornix pathway of the default network in a functional connectivity MRI [29]. Overall, the causal directionality and etiology of these neuroanatomical differences remains unclear.

4.1.3. Associations with Neuropathology

Of the studies included in this narrative review, Alzheimer’s disease pathology, including greater burden of amyloid plaques and neurofibrillary tau tangles, have been associated with greater loneliness even after controlling for other markers such as age, sex, and apolipoprotein E ε4, the genetic risk marker of Alzheimer’s disease [10,28,30]. Moreover, the association of high amyloid burden and loneliness has been shown to be stronger in APOE ε4 carriers than in noncarriers, indicating that individuals with genetic risk for Alzheimer’s disease may be at greater risk of loneliness and social isolation [10]. Social network size has also been proven to act as a modifier of association between pathology and cognitive function [31]. For dementia-related neuropathology in the form of greater cerebrovascular disease burden, participants within a smaller social network (and thus greater social isolation) have been shown to be at higher risk of ischemic stroke [32,33].

4.1.4. Associations with Neuroplasticity

Social isolation and loneliness have been implicated in neuroplasticity related to post-stroke recovery and vascular health in the literature reviewed. In two mouse models of ischemic stroke, social isolation immediately following cerebral ischemia (for 15 days and 8 and 90 days respectively) was related with greater brain volume loss, higher mortality, delayed motor and sensory recovery, and worsened cognitive function [34,35]. Mice isolated immediately after stroke have shown brain tissue with decreased levels of brain-derived neurotrophic factor (BDNF), a molecule that aids in synaptogenesis and the growth, repair, and maturation of neuronal cells [34,35]. Similarly, group-living animals when socially isolated have been shown to have a decrease in cell proliferation, specifically in the dentate gyrus [36,37]; enriched social environments have been shown to increase cell proliferation and neurogenesis, especially in regions implicated in social interaction, memory, and communication [38,39,40,41,42,43]. A large literature of social animals randomly assigned to normal social living conditions or socially isolated conditions have also indicated the correlation of social isolation to low neurogenesis, BDNF, nerve growth factor (involved in growth and maturation of neurons as well), and low cell proliferation in the amygdala [40,41,44]. Early instances of social isolation in rats have been shown to affect the development of cognitive abilities and the nervous system through the mediation of producing BDNF protein [45]. Adolescent social isolation has correlated with epigenetic modifications, in the form of acetylation, that affect the expression of the BDNF in which isolation-reared rats have shown decreased hippocampal BDNF mRNA levels and protein expression. Thus, social isolation may play a causal role in the production of BDNF through gene regulation pathways, such as epigenetic modifications [45]. Social interaction has also been shown to rescue memory impairment in an Alzheimer’s disease mouse model through a hippocampal BDNF-mediated pathway [38]. Even though BDNF levels measured from neural tissue is a more reliable indicator of this brain-enriched pathway, serum BDNF levels in humans have also been shown to partly mediate the association between levels of social support and dementia risk [46].

4.1.5. Associations with Sleep

From the literature reviewed, in both older adults and adolescents, loneliness and social isolation have been associated with worse sleep quality, typically in the form of sleep fragmentation [47,48,49,50,51,52]. Poor sleep quality has also been linked with a higher risk of cognitive decline and poorer neurocognitive health [53,54]. Although the directionality of these relationships is unclear, one study of older adults suggested that loneliness mediated the association between sleep and psychosocial health [55,56].

4.2. Cognitive Outcomes

Associations with Cognitive Function

Of the studies reviewed, low levels of social isolation (either from high social activity or large social networks) have been associated with better late-life cognitive functioning [4]. Inversely, social isolation has been associated with worse executive functioning [57,58] and memory loss [59,60]. In rodent models, social isolation decreased the activity of cAMP response element-binding protein (CREB), a transcription factor involved in long-term memory formation [61]. Furthermore, feeling lonely has been associated with an increased risk of all-cause mild cognitive impairment [10,62,63]; social isolation has been associated with global cognitive decline in older adults [64]. Loneliness has also correlated with poorer healthcare and financial decision making in older adults, further implicating executive functioning as a cognitive domain particularly vulnerable to impairment in the setting of loneliness [65]. Although longitudinal studies cannot establish causal directionality, these studies consistently demonstrate an association between loneliness and subsequent cognitive decline [63]. Loneliness has reliably been associated with increased risk of Alzheimer’s disease and related dementias [66,67,68,69], in addition to worse behavioral and psychological symptoms of dementia [70]. Moreover, this increase in dementia risk seems to be most relevant for individuals with persistent loneliness compared to individuals with transient loneliness in whom dementia risk remains unchanged [67].

4.3. Psychosocial Outcomes

4.3.1. Associations with Depression, Anxiety, and Stress

During the COVID-19 pandemic, isolated older adults reported higher levels of depressive symptoms, specifically worse social well-being and greater loneliness [71]. In studies reviewed, higher levels of loneliness have historically been associated with increased levels of depression and anxiety [72,73]. Though, in addition to psychiatric symptoms, social isolation and loneliness have been linked with related stress-dependent physiological changes [74]. Individuals who tend to be more lonely, including adolescents, are likely to also experience higher levels of social stress [75]. Furthermore, loneliness has been associated with higher levels of stress hormones that are typically elevated in response to psychosocial stressors [76]. In animal studies, chronic stress from social isolation has been shown to affect group-living animals by triggering anxiety-like behavior. At the molecular level, oxytocin expression and oxytocin-Ca2+ signaling proteins, which are important for socioemotional and executive functioning, were permanently decreased in the hypothalamus, hippocampus, and prefrontal cortex [74]. Loneliness has been tied to increased hypothalamic pituitary adrenocortical (HPA) activity, mediating corticosteroid production [57,77,78,79], which may also increase risk of depression, anxiety, neurodegeneration, and immune and metabolic disorders [80,81,82]. Similarly, evidence suggests chronic loneliness associates with decreased variance in cortisol levels across the waking day as a biological measure of chronic stress [83].

4.3.2. Mediating and Modifying Factors

Eleven studies investigated sociodemographic factors as potential mediators in the association between loneliness and neurocognitive health. These factors include age, gender, socioeconomic status, and race/ethnicity. Loneliness has closely related with the mental health of both adolescents [84] and older adults [85], though older adults are uniquely susceptible to observed relationships between loneliness and increased risks of physical inactivity, cognitive impairment, fatigue, and impaired activities of daily living [86]. Because loneliness is more prevalent among women [87], gender has been a proposed modifier of the relationship between loneliness and neurocognitive health. Older women are also more likely to be socially isolated based on census data demonstrating that, compared to men, women live alone more frequently [34]. In addition to higher risk for exposure to social isolation and loneliness in women, animal models suggest long-standing sex-dependent effects on abnormal gene expression in the brain related to neurological dysfunction [74,88,89]. While gender and age likely play a modifying role in health and disease mechanisms that relate with loneliness and social isolation, to the best of our knowledge fewer studies (1 of 174 studies reviewed) have been published that were specifically designed from inception to analyze how race/ethnicity play a role in the complex associations of loneliness and social isolation with neurocognitive health. After adjusting for differences in income, employment status, depressive symptoms, and social network size, compared to White older adults, lonely Black older adults had higher risk of dementia and cognitive impairment [90].

4.4. Future Directions

4.4.1. Intervention Studies

More intervention studies are needed to identify pragmatic, cost-effective strategies that decrease or prevent social isolation and loneliness and can attenuate their associated risks. For the present review, two intervention studies were identified. Examples of existing evidence-based interventions include community initiatives and social prescribing, or establishing a link between health services and social interventions to improve well-being [91]. Other interventions identified in a metanalysis targeted the improvement of social skills, enhancing social support, increasing occasions for social contact, and addressing maladaptive social cognition [91,92]. Successful interventions that reduce levels of loneliness are centered around promoting a sense of belonging and social connectedness [91], which tend to use methods tailored to address the precise barriers that underly an individual’s or a group’s social isolation or loneliness. For instance, some individuals lack social connectedness due to government orders to socially distance and stay home, and other individuals experience loneliness or social isolation due to a lack of mobility, untreated mood disorder that limits frequency and quality of social interactions, or a lack of skills in interpersonal effectiveness to meet their desire for greater social contact and support. Similarly, some older adults may lack the access or knowledge to use technologies that facilitate virtual or in-person opportunities for interaction. For older adults, interventions have revolved around physical exercise [93], social activities [94], or a mix of these [95]. Importantly, despite examples of significant findings with notable magnitude of effects, there are a limited number of community-based intervention studies compared to the more common primary care and home-based interventions [92]. New research may benefit from recruiting and training members of the community to create and perpetuate intergenerational companionships aimed at reducing the burden of loneliness and social isolation in older adults. Other possible interventions may explore brief yet effective pragmatic strategies to promote social support or rapid screening methods to assess loneliness and social isolation.

4.4.2. Recommendations to Address Knowledge Gaps

First, given existing gaps in understanding how social isolation and loneliness both modify and mediate pathways of experience-induced neuroplasticity and physiological responses to environmental and psychical stressors, studies to clarify specific mechanisms and pathways concerning inflammatory, neuroendocrine, and vascular dysfunction pathways can help to remediate the implications of broken or small social networks. Characterizing the intricacies of the effects of social isolation and loneliness on these biological pathways—through experimental and observational studies—will inform strategies that are better targeted to reverse such effects through medical or psychosocial interventions, or both. Second, additional studies are needed that not only characterize the pathways of impact in the human brain, but also identify how these socioeconomic-based factors may compound these pathways. Future longitudinal studies designed to clarify the role that race and ethnicity plays in the effect of social isolation and loneliness on brain health are required to develop successful public health interventions. Third, policy initiatives to support this research and that promote and enhance supportive social connections should be prioritized. This may include supporting and further highlighting the need for psychosocial intervention studies or efforts to increase technology and internet access for older adults. After the pandemic subsides, the long-term impact of increased levels of loneliness and social isolation will remain to be seen, but building on prior work to address the important knowledge gaps recommended above creates a valuable opportunity to radically improve public health and well-being in the decades to come. As a result, it is critical that all members of the community, from healthcare workers to politicians to scientists, come together to address the potential consequences of social isolation and loneliness.

5. Conclusions

Prioritizing studies that identify and characterize the most critical pathways that underlie the associations of social isolation and loneliness with neurocognitive health and disease states is of high importance, because insights from this research will inform better intervention trials. This includes adequately accounting for relevant factors that may both alter risk and advance health equity (such as age, gender, race/ethnicity, and socioeconomic status). Knowledge gaps in this area of research must be addressed to better understand the long-terms risks and benefits of public health interventions that are likely to influence levels of social isolation and loneliness within our communities.
  90 in total

1.  Social network and stroke risk: size matters.

Authors:  Graeme J Hankey
Journal:  Stroke       Date:  2014-08-19       Impact factor: 7.914

2.  Loneliness is associated with risk of cognitive impairment in the Survey of Health, Ageing and Retirement in Europe.

Authors:  Martina Luchetti; Antonio Terracciano; Damaris Aschwanden; Ji H Lee; Yannick Stephan; Angelina R Sutin
Journal:  Int J Geriatr Psychiatry       Date:  2020-05-04       Impact factor: 3.485

3.  The burden of loneliness: Implications of the social determinants of health during COVID-19.

Authors:  Robyn J McQuaid; Sylvia M L Cox; Ayotola Ogunlana; Natalia Jaworska
Journal:  Psychiatry Res       Date:  2020-12-15       Impact factor: 3.222

4.  Importance of loneliness in behavioral and psychological symptoms of dementia.

Authors:  Weiyi Sun; Teruyuki Matsuoka; Hikaru Oba; Jin Narumoto
Journal:  Int J Geriatr Psychiatry       Date:  2020-10-29       Impact factor: 3.485

5.  Loneliness and neuroendocrine, cardiovascular, and inflammatory stress responses in middle-aged men and women.

Authors:  Andrew Steptoe; Natalie Owen; Sabine R Kunz-Ebrecht; Lena Brydon
Journal:  Psychoneuroendocrinology       Date:  2004-06       Impact factor: 4.905

6.  Loneliness and Risk of Dementia.

Authors:  Angelina R Sutin; Yannick Stephan; Martina Luchetti; Antonio Terracciano
Journal:  J Gerontol B Psychol Sci Soc Sci       Date:  2020-08-13       Impact factor: 4.077

7.  Loneliness in the general population: prevalence, determinants and relations to mental health.

Authors:  Manfred E Beutel; Eva M Klein; Elmar Brähler; Iris Reiner; Claus Jünger; Matthias Michal; Jörg Wiltink; Philipp S Wild; Thomas Münzel; Karl J Lackner; Ana N Tibubos
Journal:  BMC Psychiatry       Date:  2017-03-20       Impact factor: 3.630

8.  Poor sleep and impaired self-care: towards a comprehensive model linking sleep, cognition, and heart failure outcomes.

Authors:  Barbara Riegel; Terri E Weaver
Journal:  Eur J Cardiovasc Nurs       Date:  2009-08-13       Impact factor: 3.908

9.  Physical Activity Intervention for Loneliness (PAIL) in community-dwelling older adults: protocol for a feasibility study.

Authors:  Anastasia V Shvedko; Janice L Thompson; Carolyn A Greig; Anna C Whittaker
Journal:  Pilot Feasibility Stud       Date:  2018-12-19

10.  Social Isolation and Cognitive Function in Later Life: A Systematic Review and Meta-Analysis.

Authors:  Isobel E M Evans; Anthony Martyr; Rachel Collins; Carol Brayne; Linda Clare
Journal:  J Alzheimers Dis       Date:  2019       Impact factor: 4.472

View more
  3 in total

1.  Association of Loneliness With 10-Year Dementia Risk and Early Markers of Vulnerability for Neurocognitive Decline.

Authors:  Joel Salinas; Alexa S Beiser; Jasmeet K Samra; Adrienne O'Donnell; Charles S DeCarli; Mitzi M Gonzales; Hugo J Aparicio; Sudha Seshadri
Journal:  Neurology       Date:  2022-02-07       Impact factor: 9.910

Review 2.  The Impact of Physical Distancing in the Pandemic Situation: Considering the Role of Loneliness and Social Brain.

Authors:  Rosalba Morese; Claudio Longobardi
Journal:  Front Psychol       Date:  2022-03-21

3.  Mediterranean Diet Reduces Social Isolation and Anxiety in Adult Female Nonhuman Primates.

Authors:  Corbin S C Johnson; Brett M Frye; Thomas C Register; Noah Snyder-Mackler; Carol A Shively
Journal:  Nutrients       Date:  2022-07-12       Impact factor: 6.706

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.