Abstract
Objective
Loneliness enhances risk for episodic memory declines over time. Omega-3 supplementation can improve cognitive function for people experiencing mild cognitive difficulties. Accordingly, we explored whether omega-3 supplementation would attenuate loneliness-related episodic memory problems.
Methods
Participants (N=138) from a parent randomized controlled trial (RCT) were randomized to the placebo, 1.25 grams/day of omega-3, or 2.50 grams/day of omega-3 conditions for a 4-month period. They completed a baseline loneliness questionnaire and a battery of cognitive tests both at baseline and at the end of the RCT.
Results
Controlling for baseline verbal episodic memory scores, lonelier people within the placebo condition had poorer verbal episodic memory post-supplementation, as measured by immediate (b = −0.28, t(117) = −2.62, p = .010) and long-delay (b = −.06, t(116) = −2.07, p = .040) free recall, than their less lonely counterparts. This effect was not observed in the 1.25 grams/day and 2.50 grams/day supplementation groups, all p values > .10. The plasma omega-6:omega-3 ratio data mirrored these results. There were no loneliness-related effects of omega-3 supplementation on short-delay recall or the other cognitive tests, all p values > .32.
Conclusion
These results suggest that omega-3 supplementation attenuates loneliness-related verbal episodic memory declines over time and support the utility of exploring novel interventions for treating episodic memory problems among lonely people. ClinicalTrials.gov identifier: NCT00385723
Keywords: loneliness, cognition, memory, omega-3, intervention
Loneliness, an interpersonally stressful state of perceived social isolation, enhances risk for cognitive difficulties. For example, loneliness has been linked to the development of cognitive impairment and dementia among older adults. Lonelier adults ages 65 and above experienced more cognitive impairment, as assessed by the Abbreviated Mental Test, than those who were less lonely (1). Lonelier adults ages 75 and older had larger cognitive declines over 10 years than their less lonely counterparts, as measured by the Mini-Mental State Examination (2). In addition, lonelier adults who were an average of 81 years old were twice as likely to develop Alzheimer’s disease during a 6-year period compared with those who were less lonely (3).
Recent research has also addressed the relationship between loneliness and specific types of cognitive function. A report from the English Longitudinal Study of Ageing demonstrated that lonelier adults who were an average of 65 years old had larger declines in verbal episodic memory, but not verbal fluency, over a 4-year period compared with those who were less lonely (4). Accordingly, it is important to understand the factors that could reduce loneliness-related cognitive difficulties over time, particularly memory problems, which lonely people experience as adults.
The current study investigated whether omega-3 supplementation could alleviate loneliness-related cognitive declines. Mechanistically, omega-3 polyunsaturated fatty acids (PUFAs), commonly found in oily fish, are essential to normal brain development and maintenance. For example, omega-3 PUFAs help prevent neuronal apoptosis (5,6). Omega-3 PUFAs also reduce inflammation (7), which could have downstream effects on cognitive function (8).
Epidemiological and observational studies of dietary intake support the link between omega-3 and cognitive function, particularly global indices of cognitive impairment; people with higher dietary intake of omega-3 had a reduced risk of new-onset dementia, and less global cognitive decline over time than people with lower omega-3 intake (9–11). A large population-based study demonstrated that older adults who ate more fish had better cognitive performance, as measured by a neuropsychological test battery, than those who ate less fish (12). Adults who reported higher marine-based PUFA intake had better overall cognitive function, as reflected by a better composite score across the Kendrick Object Learning Test, the Trail Making Test (Part A), and a variety of other cognitive tests, compared with those who reported lower marine-based PUFA intake (13). Indeed, a recent meta-analysis concluded that people with high adherence to a typical Mediterranean diet, which is high in fish, had a lower risk of both mild and advanced global cognitive impairment than their less adherent counterparts (14).
Studies examining the cognitive benefits of omega-3 supplementation also support the link between omega-3 and cognition, although the effects are much less consistent. A number of randomized controlled trials (RCTs) demonstrate better cognitive function, including less global cognitive impairment and better attention, in omega-3 supplemented groups compared with placebo (15–17). In addition, healthy adults who received an omega-3 supplement were faster at both working and episodic memory tasks than those who received a placebo (18). Although some studies report null effects (e.g., 19,20), the supplementation literature suffers from methodological inconsistencies such as varied supplementation doses, supplementation regimen lengths, and sample characteristics (e.g., cognitively healthy versus Alzheimer’s disease patients) which could contribute to the contradictory results.
Emerging evidence from the omega-3 literature suggests that supplementation improves cognitive function for people experiencing mild cognitive problems. For instance, a recent meta-analysis of 10 RCTs concluded that immediate verbal recall, attention, and processing speed were better among people receiving an omega-3 supplement compared with placebo, but only for people experiencing mild cognitive impairment (21). No supplementation effects were found for cognitively healthy participants or people with Alzheimer’s disease. Similarly, among healthy older adults with age-related cognitive decline, those in the omega-3 supplementation group had better visuospatial and immediate and delayed verbal memory compared with their counterparts in the placebo condition; there was no effect of supplementation on executive function or working memory (17). In addition, a recent RCT demonstrated that among adults with mild cognitive impairment, those who received an omega-3 supplement had improved working memory, immediate visual episodic memory, and delayed verbal episodic memory compared with those who received a placebo (22).
The present study is a secondary analysis of a RCT assessing the anti-inflammatory effects of omega-3 supplementation (7; ClinicalTrials.gov identifier: NCT00385723). The consort diagram and other RCT-related documents are available in the primary report. This study explored the impact of loneliness and omega-3 supplementation on secondary outcomes in our RCT: verbal episodic memory, working memory, executive function, and verbal fluency/processing speed.
Taken together, prior research suggests that lonely adults may develop memory difficulties over time and omega-3 intake could lessen these risks. However, the existing literature linking loneliness, omega-3 supplementation, and cognitive function is in its infancy and many questions remain unanswered. Accordingly, exploratory questions and analyses are needed to begin joining these diverse literatures. The clearest preliminary hypothesis derived from prior research was that lonelier participants would have poorer verbal episodic memory than less lonely participants, and that omega-3 supplementation would attenuate these effects. We also explored the effects of loneliness and omega-3 supplementation on working memory, executive function, and verbal fluency/processing speed.
Methods
Participant Demographics
The parent RCT participants were 138 healthy, overweight, and sedentary adults (7). The sample was primarily White (79%) and female (67%) and their average age was 51.04 years (SD=7.75, range 40-85). Additional sample characteristics are listed in Table 1 and eTable1.
Table 1.
Baseline demographic characteristics.
| Characteristic | Category |
Full Sample
(N=138) Number(%) or Mean(SD) |
Placebo
(n=46) Number(%) or Mean(SD) |
1.25 g/d
(n=46) Number(%) or Mean(SD) |
2.50 g/d
(n=46) Number(%) or Mean(SD) |
p-value |
|---|---|---|---|---|---|---|
| White | 109(79.0) | 33(71.7) | 39(84.8) | 37(80.4) | ||
| Race | Black | 22(15.9) | 9(19.6) | 5(10.9) | 8(17.4) | .449 |
| Other | 7(5.1) | 4(8.7) | 2(4.3) | 1(2.2) | ||
|
| ||||||
| Single | 19(13.8) | 11(23.9) | 4(8.7) | 4(8.7) | ||
| Marital Status | Married/Domestic partner | 95(68.8) | 24(52.2) | 38(82.6) | 33(71.7) | .021 |
| Separated/divorced/widowed | 24(17.4) | 11(23.9) | 4(8.7) | 9(19.6) | ||
|
| ||||||
| Sex | Male | 45(32.6) | 10(21.7) | 18(39.1) | 17(37.0) | .153 |
| Female | 93(67.4) | 36(78.3) | 28(60.9) | 29(63.0) | ||
|
| ||||||
| Years of Education | N/A | 16.70(2.82) | 17.04(2.97) | 16.46(2.27) | 16.59(3.16) | .580 |
|
| ||||||
| Age | N/A | 51.04(7.75) | 51.11(8.59) | 51.07(8.03) | 50.96(6.68) | .995 |
NOTE: The p-value refers to the test of between group differences, which were tested with unadjusted models.
Participant Selection
Participants were recruited through advertisements and media announcements. Individuals were ineligible if they had a convulsive, autoimmune, or inflammatory disease, or if they had dementia, Parkinson’s disease, multiple sclerosis, diabetes, chronic obstructive pulmonary disease, symptomatic ischemic heart disease, liver/kidney failure, gastroesophageal reflux disease, excessively high triglycerides or low-density lipoprotein (LDL) cholesterol, a body mass index (BMI) under 22.5 or over 40, or a prior history of cancer (except basal or squamous cell skin carcinomas) or stroke. People were also excluded if they engaged in more than 3 hours of vigorous physical exercise per week, were taking medications for depression, anxiety, cholesterol, or cardiovascular problems, or were pregnant, nursing, vegetarians, or alcoholics/drug abusers. Furthermore, individuals were ineligible if they routinely took fish oil or flaxseed supplements or ate more than two portions of oily fish per week. As part of the screening process, individuals received a 7-day supply of placebo pills (single blind). In order to ensure an adherent sample, those who had taken less than 80% of the pills at the end of the week were excluded from the study prior to randomization. The Ohio State University Institutional Review Board approved the project; all subjects provided written informed consent prior to participation.
Procedure
Participants completed a variety of self-report questionnaires and a battery of neuropsychological tests at the beginning of the RCT, which served as baseline measures. At the end of the first visit, participants were randomized to the placebo, 1.25 grams/day (g/d) omega-3, or 2.50 g/d omega-3 supplementation groups by a lab manager who did not have participant contact. Participants took their supplements for a 4-month period and returned unused pills at the end of each month (7). After 4 months of supplementation, participants returned to the lab and completed the battery of neuropsychological tests for a second time. Data collection for the parent RCT began in September, 2006 and ended in February, 2011.
Primary Measures
Loneliness was measured with the 20-item UCLA loneliness scale (version 3), which assessed perceptions of social isolation and loneliness (23). Example items include “How often do you feel that you lack companionship?” and “How often do you feel close to people?” (reversed). The scale is highly reliable, demonstrates construct and convergent validity, and is one of the most commonly used loneliness measures (23). Potential scores range from 20-80 and higher numbers indicate greater loneliness (α = .936). Participants completed the loneliness measure 4 weeks after supplementation began (i.e., 12 weeks before trial completion); all other baseline measures, except the SNII, were administered before supplementation began. We utilized this measure as a baseline assessment because there were no loneliness differences across groups (see eTable 1), demonstrating that omega-3 supplementation did not affect loneliness scores. Loneliness is also relatively stable over time; the UCLA scale has a .73 test-retest reliability at both 2-month and 1-year intervals (24).
Participants completed a battery of neuropsychological tests; a detailed description can be found in the online supplemental material. Indices of immediate free recall, short-delay free recall, and long-delay free recall from the California Verbal Learning Test, Second Edition (CVLT-II) measured verbal episodic memory (25,26). Three tests from the Wechsler Memory Scale – Third Edition (WMS-III) assessed working memory (27); the Digit Span and Letter-Number Sequencing tasks measured verbal working memory whereas the Spatial Span task measured visuospatial working memory. The Trail Making task was used to measure executive function (28). The Controlled Oral Word Association Task assessed verbal fluency and processing speed (29).
Ancillary Measures
We included a variety of ancillary measures to account for potential confounding factors; a detailed description can be found in the online supplemental material. The Center for Epidemiological Studies Depression (CES-D) Scale was used to assess depressive symptoms (30). The Pittsburgh Sleep Quality Index measured sleep quality over the past month (PSQI) (31). Activity levels were determined by the Community Healthy Activities Model Program for Seniors questionnaire (CHAMPS: 32). To assess social integration versus isolation, participants completed the Social Network Index Interview (SNII; 33). Participants also answered questions about their weekly average alcohol consumption, current medication use, and a variety of demographic characteristics.
Omega-3 Supplementation
Participants were randomized to the placebo, 1.25 g/d of omega-3, or 2.50 g/d of omega-3 groups after their baseline visit. Due to the nature of the parent trial, the fish oil supplements contained a 7:1 ratio of eicosapentaenoic acid (EPA) to docosahexaenoic acid (DHA); EPA has stronger anti-inflammatory effects than DHA (34). The placebo pills included palm, olive, soy, canola, and coco butter oils that approximated the saturated:monounsaturated:poly-unsaturated ratio consumed by U.S. adults. OmegaBrite (Waltham, MA) supplied both the omega-3 PUFA and the matching placebo pills; all supplements were coated with a fuchsia coloring. OmegaBrite added a mild fish flavor to the placebo to help disguise any differences between the omega-3 PUFAs and the placebo; we told participants about the fish flavoring to promote blindness. Further information about the supplements’ fatty acid composition is available elsewhere (7).
Plasma Omega-6 and Omega-3 Assays
To quantify plasma levels of omega-6 and omega-3 PUFAs, we analyzed the fatty acid composition of both the pre- and post- supplementation blood samples. Lipids were extracted from plasma using chloroform: methanol (2:1, v/v) with 0.2 vol. 0.88% KCl (35). Fatty acid methyl esters of the fractions were prepared by incubating the fractions with tetramethylguanidine at 100 °C (36), and analyzed by gas chromatography (Shimadzu, Columbia, MD) using a 30-m Omegawax 320 (Supelco-Sigma) capillary column. The helium flow rate was 30 ml/min and oven temperature ramped beginning at 175 °C and held for 4 min then increased to 220 °C at a rate of 3 °C/min as previously described (37). Retention times were compared to authentic standards for fatty acid methyl esters (Supelco-Sigma, St. Louis, MO and Matreya, Inc., Pleasant Gap, PA). We report fatty acids that were greater than 0.01% of peaks detected; these included myristate (14:0), palmitate (16:0), palmitoleate (16:1n7), stearate (18:0), oleate (18:1n9), vaccenate (18:1n7), linoleate (18:2n6), gamma-linolenate (18:3n6), alpha-linolenate (18:3n3), stearidonate (18:4n3), catoleate (20:1n9), eicosadienoate (20:2n6), dihomo-gamma-linolenate (20:3n6), arachidonate (20:4n6), eicosapentaenoate (20:5n3), adrenate (22:4n6), docosapentaenoate (22:5n3), and docosahexaenoate (22:6n3). For calculating the n-6:n-3 ratio, all identified n-6 and n-3 fatty acids were used.
We measured both types of PUFAs in order to calculate a plasma omega-6:omega-3 ratio. Omega-6 fatty acids, like arachidonic acid (AA), increase production of pro-inflammatory cytokines, while omega-3 fatty acids, such as EPA, are associated with lower levels of inflammation. In line with these properties, those who have lower omega-6:omega-3 ratios have better mental and physical health than those with higher omega-6:omega-3 ratios (38,39). A lower omega-6:omega-3 ratio would also be consistent with omega-3 supplementation, which elevates omega-3 fatty acid levels.
Data Analytic Strategy
In the preliminary analyses we tested a series of models that were completely unadjusted, except for baseline cognitive function scores. In addition, a pool of potential confounds were selected a priori based on their theoretical and empirical relationships to loneliness and cognitive function. Because we were analyzing secondary data from an RCT, the primary analyses only controlled for potential confounds that were marginally or significantly different across supplementation groups at baseline. We tested for between group differences using a chi-squared test for categorical outcomes and univariate analysis of variance (ANOVA) for continuous outcomes. The remaining potential confounds were added to the ancillary analyses to ensure our results were independent of these additional covariates.
The primary analyses tested the clearest preliminary prediction derived from prior research: lonelier participants would have poorer verbal episodic memory than less lonely participants and omega-3 supplementation would attenuate these effects. There were two ways to test for loneliness-related memory problems. First, we could establish a concurrent relationship between loneliness and verbal episodic memory at baseline. Second, we could demonstrate a prospective relationship between loneliness at baseline and changes in verbal episodic memory over time. In theory, omega-3 supplementation could alter concurrent relationships, prospective relationships, or both.
To examine concurrent relationships at baseline, we conducted a linear regression using SPSS 19.0 (IBM, New York) that included loneliness (entered as a continuous effect) and a set of covariates (described in the preliminary analyses) predicting pre-supplementation verbal episodic memory scores. The same data analytic strategy was utilized for each of the other cognitive function measures.
To test for prospective relationships over time and to examine the effects of supplementation, we conducted a linear regression that included the main effect of supplementation group, the main effect of loneliness (entered as a continuous effect), the interaction between the two, and a set of covariates (described in the preliminary analyses) predicting post-supplementation verbal episodic memory scores. We included baseline episodic memory scores in each analysis, which allowed us to statistically investigate residual change in episodic memory from pre- to post- supplementation. Accordingly, the simple slope of loneliness within the placebo group represented the prospective relationship between loneliness and changes in verbal episodic memory over time. Significant loneliness by supplementation group interactions were decomposed using two sets of contrasts. The first set examined the effect of loneliness within each supplementation group, whereas the second tested the supplementation effect for participants who were lonelier (+1 SD) versus less lonely (−1 SD). The same data analytic strategy was utilized for each of the other cognitive function measures.
We conducted two sets of ancillary analyses. First, we tested whether the supplementation effects held when controlling for additional demographic, health, and psychosocial characteristics. Next, we replaced supplementation group in our models with participants’ changes in plasma levels of the omega-6:omega-3 ratio. We utilized this strategy because our main hypothesis argued that the effects of supplementation would differ for people who were more versus less lonely. Accordingly, one extension of this hypothesis is that the change in the omega-6:omega-3 ratio would differentially affect lonelier versus less lonely people. Furthermore, adherence to the supplementation regimen and metabolism of omega-3 can differ across people (40). The plasma analyses thus allowed us to clarify the intervention’s impact by assessing actual intake/absorption of the omega-3 supplement. Accordingly, we examined whether the change in omega-6:omega-3 ratio by loneliness interaction was associated with cognitive function. We computed a change score by subtracting pre-supplementation from post-supplementation ratio levels. Accordingly, more negative change numbers signified a healthier change over time. Significant interactions were decomposed using two sets of contrasts. The first examined the effect of loneliness for people who had larger (+1 SD) versus smaller (−1 SD) changes in their omega-6:omega-3 ratio. The second tested the effect of the change in the omega-6:omega-3 ratio for people who were more (+1 SD) or less (−1 SD) lonely.
Results
Preliminary Analyses
Sample characteristics are listed in Table 1 and eTable1. First, we tested a series of models that were completely unadjusted, except for baseline cognitive function scores (see eTable 2). There was a marginally significant loneliness by group interaction associated with immediate and long delay free recall, F(2, 121)=2.69, p=.072 and F(2, 120)=2.74, p=.068. Out of the pool of potential covariates, marital status, BMI, and activity levels differed across groups at baseline (p values <.10; see Table 1 and eTable 1). Since these baseline differences suggest a failure of randomization, we included these variables and baseline cognitive function scores as covariates in the primary analyses.
The remaining covariates (that did not differ across groups at baseline) were then added to the ancillary analyses. Specifically, in addition to the control variables used in the primary analyses, we added age, years of education, gender, race, social integration, current depressive symptoms, sleep quality, typical number of alcoholic drinks per week, and medication use (41–45).
Primary Analyses
First, we conducted an analysis predicting verbal episodic memory, as measured by the CVLT, controlling for marital status, BMI, activity levels, and baseline CVLT scores. Although not the focus of this investigation, the links between supplementation group and cognitive function scores are reported in eTable 3. Loneliness and baseline immediate free recall were unrelated, F(1,125)=1.76, p=.19. However, there was a significant loneliness by supplementation group interaction associated with post-supplementation immediate free recall, F(2, 117)=5.05, p=.008, R2=.04. We decomposed the interaction by first testing the effect of loneliness on immediate free recall within each supplementation group, see Figure 1. Lonelier participants within the placebo condition had worse immediate free recall than their less lonely counterparts, independent of their baseline values, b=−0.28, t(117)=−2.62, p=.010. This simple slope demonstrated that loneliness was prospectively related to immediate free recall among non-supplemented participants. Importantly, the loneliness effect was not observed among people taking the 1.25 g/d and 2.50 g/d omega-3 supplements, b=−0.20, t(117)=−1.52, p=.13 and b=0.17, t(117)=1.64, p=.10 respectively.
Figure 1. Loneliness by supplementation group predicting immediate free recall.
Note. Higher CVLT numbers represent more words recalled, and thus better verbal episodic memory. The values depicted are the estimated marginal means at average levels of baseline immediate free recall, marital status, BMI, and activity levels. The error bars refer to the standard error of the mean. ns means non-significant, *p≤.05.
Next, we tested the effect of supplementation for people who were more (+1 SD) or less (−1 SD) lonely, see eTable 4. There were no differences in immediate free recall for lonelier people taking the placebo versus the 1.25 g/d omega-3 supplement, t(117)=−1.17, p=.25. However, lonelier participants had better immediate free recall when they were taking the 2.50 g/d omega-3 supplement compared with the placebo, t(117)=2.33, p=.022. Furthermore, lonelier participants had better immediate free recall when they were taking the 2.50 g/d versus the 1.25 g/d omega-3 supplement, t(117)=3.14, p=.002. Contrary to expectations, less lonely participants had worse immediate free recall when they were taking the 1.25 g/d and 2.50 g/d omega-3 supplements compared with the placebo, although the latter effect was marginal, t(117)=−2.06, p=.041 and t(117)=−1.88, p=.063 respectively. There were no differences in immediate free recall for less lonely people taking the 1.25 g/d and 2.50 g/d omega-3 supplements, t(117)=0.09, p=.93.
Loneliness and baseline short-delay free recall were unrelated, F(1, 125)=1.66, p=.20. In addition, the loneliness by supplementation group interaction and the simple slope of loneliness within the placebo group predicting short-delay free recall were non-significant, F(2, 117)=0.90, p=.41, R2=.01 and t(117)=−0.39, p=.69 respectively.
Loneliness and baseline long-delay free recall were unrelated, F(1,124)=1.24, p=.27. However, there was a significant loneliness by supplementation group interaction associated with long-delay free recall, F(2, 116)=3.38, p=.038, R2=.03. First, we tested the effect of loneliness on long-delay free recall within each supplementation group, see Figure 2. Lonelier participants within the placebo condition had worse long-delay free recall than their counterparts who felt more socially connected, b=−.06, t(116)=−2.07, p=.040. This simple slope demonstrated that loneliness was prospectively related to long-delay free recall among non-supplemented participants. Importantly, the loneliness effect was not observed among people taking the 1.25 g/d and 2.5 g/d omega-3 supplements, b=−0.01, t(116)=−0.23, p=.82 and b=0.05, t(116)=1.58, p=.12 respectively.
Figure 2. Loneliness by supplementation group predicting long-delay free recall.
Note. Higher CVLT numbers represent more words recalled, and thus better verbal episodic memory. The values depicted are the estimated marginal means at average levels of baseline long-delay free recall scores, marital status, BMI, and activity levels. The error bars refer to the standard error of the mean. ns means non-significant, **p≤.01.
Next, we tested the effect of supplementation for people who were more (+1 SD) or less (−1 SD) lonely, see eTable 4. There were no differences in long-delay free recall for lonelier people taking the placebo versus the 1.25 g/d omega-3 supplement, t(116)=0.33, p=.74. However, lonelier participants had better long-delay free recall when they were taking the 2.50 g/d omega-3 supplement compared with the placebo, t(116)=2.59, p=.011. Furthermore, lonelier participants had marginally better long-delay free recall when they were taking the 2.50 g/d versus the 1.25 g/d omega-3 supplement, t(116)=1.77, p=.079. There were no differences between supplementation groups for less lonely participants, all p values > .18. See eTable 5 for pre- to post- supplementation change scores for both immediate and long-delay free recall.
We also explored whether loneliness and the loneliness by group interaction was associated with performance on the working memory, executive function, and verbal fluency/processing speed tasks, controlling for marital status, BMI, activity levels, and baseline cognitive function scores. Loneliness and baseline working memory and executive function were unrelated, all p values > .39. Loneliness was related to baseline verbal fluency/processing speed, b=0.21, F(1,126)=4.10, p=.045. However, none of the loneliness by supplementation group interactions were significant (see eTable 1), and the contrasts testing the effect of loneliness within the placebo condition (assessing residual changes in cognitive function for non-supplemented participants) were also non-significant, all p values > .32. Accordingly, loneliness was concurrently and prospectively unrelated to working memory, executive function, or verbal fluency/processing speed, and the omega-3 supplement did not affect the relationship between loneliness and these cognitive domains. The one exception was a significant relationship between loneliness and baseline verbal fluency/processing speed, albeit in an unexpected direction.
Ancillary Analyses
Additional potential confounds
Ancillary analyses tested whether the loneliness by supplementation group interaction predicting both immediate and long-delay free recall remained when we added age, years of education, gender, race, social integration, current depressive symptoms, sleep quality, typical number of alcoholic drinks per week, and medication use to the primary models. Non-steroidal anti-inflammatory drugs (NSAIDs) were the most common type of medication used in this sample (N = 24). The interactions between loneliness and supplementation group remained significant after adjusting for the above variables.
Plasma omega-6:omega-3 ratio
We examined whether loneliness and the change in omega-6:omega-3 ratio was associated with cognitive function. Similar to the primary analyses, we controlled for baseline cognitive scores, marital status, activity levels, and BMI. We also controlled for baseline omega-6:omega-3 ratios to account for the influence of baseline ratio levels on subsequent changes.
The interaction between changes in the omega-6:omega-3 ratio and loneliness was significantly associated with immediate free recall, F(1, 118)=4.44, p=.037. First, we tested the effect of loneliness for people who had less (−1 SD) versus more (+1 SD) healthy improvements in their omega-6:omega-3 ratio. Among people who had smaller improvements in their omega-6:omega-3 ratio, lonelier people had worse immediate free recall than less lonely people, b=−0.24, t(118)=−2.31 p=.023. This effect was not observed for people who had larger improvements in their omega-6:omega-3 ratio; loneliness and immediate free recall were unrelated among people with larger omega-6:omega-3 improvements, b=−0.04, t(118)=−0.50 p=.62. Next, we tested the effect of the omega-6:omega-3 ratio change for people who were more (+1 SD) or less lonely (−1 SD). Among lonelier participants, healthier improvements in the omega-6:omega-3 ratio were related to marginally better immediate free recall, b=−0.46, t(118)=−1.67, p=.097. For people who were less lonely, changes in the omega-6:omega-3 ratio were unrelated to immediate free recall, b=0.33, t(118)=1.13, p=.26.
The loneliness by plasma omega-6:omega-3 interaction predicting short-delay free recall was non-significant, F(1, 118)=0.79, p=.38. However, the interaction between changes in the omega-6:omega-3 ratio and loneliness was marginally associated with long-delay free recall, F(1, 117)=3.11, p=.080. Among people who had smaller improvements in their omega-6:omega-3 ratio, loneliness and long-delay free recall were negatively associated, although this contrast was non-significant, b=−0.04, t(117)=−1.43 p=.16. Loneliness and long-delay free recall were unrelated among people with larger omega-6:omega-3 improvements, b=0.02, t(117)=1.04 p=.30. Among lonelier participants, improvements in the omega-6:omega-3 ratio were related to marginally better long-delay free recall, b=−0.13, t(117)=−1.68, p=.096. For people who were less lonely, changes in the omega-6:omega-3 ratio were unrelated to long-delay free recall, b=0.05, t(117)=0.69, p=.49.
Similar to the primary analyses, the loneliness by change in omega-6:omega-3 ratio interactions associated with working memory, executive function, and verbal fluency/processing speed were non-significant, all p values > .12.
Discussion
The current study examined whether omega-3 supplementation attenuated loneliness-related cognitive difficulties. Omega-3 supplementation had specific effects on verbal episodic memory among lonelier people, as measured by immediate and long-delay free recall. Specifically, loneliness was unrelated to immediate or long-delay free recall at baseline. However, loneliness was prospectively related to both types of recall over the course of the trial; lonelier people who were taking the placebo had worse immediate and long-delay free recall post-supplementation than their less lonely counterparts. This effect was not observed among people taking the lower and higher dose supplements; lonelier and less lonely adults had similar free recall scores when they were taking the 1.25 g/d and 2.50 g/d omega-3 supplements. In addition, lonelier participants taking the higher dose supplement (2.50 g/d) had better immediate and long-delay free recall than lonelier participants who were taking either the placebo or lower dose (1.25 g/d) supplement. Relative to placebo, the lower dose supplement did not affect immediate or long-delay free recall for lonelier people. Interestingly, among less lonely people, those taking the lower or higher dose omega-3 supplement had worse immediate recall than those taking the placebo. However, this effect was not replicated with long-delay free recall; supplementation had no effect on long-delay free recall for less lonely participants.
The supplementation group effects were also consistent with the plasma omega-6:omega-3 analyses. Among lonelier participants, improvements in the plasma omega-6:omega-3 ratio were related to marginally better immediate and long-delay free recall. However, for people who were less lonely, changes in the omega-6:omega-3 ratio were unrelated to immediate and long-delay free recall. Adherence to the supplementation regimen and metabolism of omega-3 can differ across people (40). Accordingly, the plasma analyses bolster the supplementation effects by providing an objective index of intake/absorption of the omega-3 supplement. Taken together, the results of the current study demonstrated that a higher dose of omega-3 supplementation and corresponding improvements in the omega-6:omega-3 ratio affect immediate and long-delay free recall, two indices of verbal episodic memory, among lonelier people.
The current study suggests that loneliness and omega-3 supplementation have specific effects on certain types of cognitive function and not others. Corroborating the limited extant loneliness literature, the current study demonstrated loneliness-related supplementation effects on both immediate and long-delay free recall, two types of verbal episodic memory. However, there were no effects for working memory, executive function, or verbal fluency/processing speed. Even within the domain of verbal episodic memory, omega-3 supplementation had different effects on distinct types of recall; omega-3 supplementation attenuated loneliness-related difficulties with immediate and long-delay free recall, but not short-delay free recall. The CVLT short-delay recall task introduces retroactive interference; participants are asked to recall words from the original list after the presentation of a second list. Accordingly, this task is more challenging than the other two conditions; the immediate free recall data were collected soon after presentation of the first list and the long-delay free recall data were collected after a significant delay, thus allowing any retroactive interference to dissipate. Taken together, these data suggest that the prophylaxis offered by omega-3 supplementation might be load modulated, with omega-3 supplementation helpful for slightly easier conditions of episodic memory load, but not within a more challenging condition. However, it is important to note that this is the first study examining the cognitive benefits of omega-3 supplementation for lonely people; additional research is imperative to replicate these findings using more nuanced designs of episodic memory performance and a parsimonious battery of neuropsychological assessment.
Prior research has demonstrated that lonelier people have larger verbal episodic memory declines over time than less lonely people (4). The present findings extend previous work in an important new direction by demonstrating that omega-3 supplementation altered loneliness-related verbal episodic memory changes over time. However, previous loneliness research focused on changes in cognitive function over a longer period of time (e.g., 4 years), whereas the current study was conducted over 4 months. Interestingly, the residual change scores in eTable 5 suggest that less lonely people in the placebo group had improved immediate and long-delay free recall over time, possibly reflecting the effect of repeated testing over a relatively short time frame (i.e., a practice effect). On the other hand, lonelier participants’ recall did not improve and may have actually worsened over time. Omega-3 supplementation eliminated the observed differences between lonelier and less lonely participants. Accordingly, an unanswered question is whether omega-3 supplementation would attenuate age-related cognitive declines among lonely people over a longer period of time. In this context it is noteworthy that a recent meta-analysis concluded that omega-3 supplementation improved immediate verbal memory among people experiencing mild cognitive difficulties (21), suggesting that supplementation has the potential to help lonely people who are experiencing more substantial cognitive decline over time.
Demographic characteristics, mental and physical health, and health behaviors may contribute to the link between loneliness and cognitive function. For instance, lonelier people have poorer sleep quality than less lonely people (44,46); poor sleep quality enhances risk for cognitive problems (43). In addition, lonelier people experience more concurrent depression and larger increases in depressive symptoms from one year to the next than their counterparts who feel more socially connected (47–49). Depression enhances risk for cognitive problems (42). The current study used stringent selection criteria that excluded people with major medical comorbidities. In addition, the primary and ancillary analyses demonstrated that the results were unchanged after accounting for BMI, activity levels, age, years of education, gender, race, current depressive symptoms, sleep quality, typical number of alcoholic drinks per week, and medication use. The present study also demonstrated that the effects of loneliness and omega-3 supplementation were unconnected to participants’ level of social integration and marital status, which index the number of social relationships a person has rather than the perceived quality of those relationships. Taken together, the current data suggest that omega-3 supplementation reduces loneliness-related episodic memory problems independent of participants’ number of social contacts, demographic characteristics, health, and health behaviors.
Additional research is needed to delineate the pathways linking loneliness and omega-3 supplementation to memory. There are a number of plausible mechanisms. For example, it is possible that supplementation was linked to better episodic memory among lonely people (compared with placebo) because it reduced feeling of loneliness, thereby improving cognitive function. However, loneliness is relatively stable over time, with test-retest reliabilities around .73 for both 2-month and 1-year intervals (24), and loneliness is difficult to change through interventions (50). The omega-3 and cognitive function literatures suggest two physiological possibilities that may partially explain the relationships evident in the current study: inflammation and neural function. Elevated inflammation is linked to cognitive problems (8) and omega-3 supplementation reduces inflammation (7). However, exploratory analyses reported in the online supplemental material suggest that inflammation did not drive the current results. Omega-3 PUFAs are essential to neuronal health. For example, omega-3 PUFAs (particularly EPA and DHA) promote glucose uptake and the production of ketones in the brain, the brain’s primary and secondary sources of energy, respectively (51). Omega-3 PUFAs also help prevent neuronal apoptosis, and have been implicated in a number of other components of brain function (5,6). Consistent with this finding, people who consumed more omega-3 PUFAs had greater gray matter volume in the corticolimbic structures, including the right hippocampus, than people who consumed less omega-3 PUFAs (52). Accordingly, omega-3 supplementation may be beneficial for lonelier people because of its effects on neural function and maintenance. Previous research has linked loneliness and verbal episodic memory problems (4); understanding the mechanisms driving lonely peoples’ memory declines should also lend insight into the factors that may underlie the current study’s supplementation effects. Exploration of potential mechanisms linking loneliness to memory problems, and how omega-3 supplementation attenuates these effects, provides one important direction for future research.
The current sample was primarily white and female and was relatively homogeneous in terms of overall health and health behaviors, one limitation of the current study. Accordingly, additional research should test the relationships among loneliness, omega-3 supplementation, and cognitive function in more diverse samples, particularly in terms of race and gender, before employing any interventions in real-world settings. Marital status, one indicator of social isolation, differed across supplementation groups at baseline, another limitation. However, marital status was included as a covariate in the primary analyses, demonstrating that the loneliness effects were independent of marital status. Loneliness was measured 4 weeks into the RCT, one design limitation. However, supplementation groups did not differ significantly in their loneliness scores, demonstrating that the initial 4 weeks of supplementation did not affect loneliness. In addition, the loneliness is relatively stable over time (24).
The omega-3 supplement was a higher dose than recommended by the American Heart Association, but was still below the amount the FDA “generally recognized as safe” (GRAS; 7). This is notable because the benefits of omega-3 supplementation among lonelier participants were only seen within the higher dose condition. In the current study, the benefits of higher dose supplementation on loneliness-related episodic memory difficulties were seen after a relatively short time (4 months). Further research should investigate whether lonely individuals benefit to a greater degree when supplemented for a longer period of time, and with different doses of omega-3 PUFAs.
Clinical Implications
Primary care physicians, nurses, and mental health practitioners may encounter people experiencing memory problems on a regular basis. Previous research has demonstrated that loneliness is a risk factor verbal episodic memory declines among adults and general cognitive impairment among the elderly (4). Accordingly, medical staff could benefit from assessing loneliness among people who report cognitive difficulties. Furthermore, interventions that decrease loneliness should reduce memory problems. However, a recent review concluded that most loneliness interventions are ineffective and the most promising intervention is cognitive behavioral therapy (50), a time and resource intensive treatment. The current results suggest that omega-3 supplementation may attenuate loneliness-related episodic memory problems (perhaps without affecting the actual experience of loneliness) and thus offer insight into novel interventions, although additional research is needed before any interventions are employed in a real-world setting.
Conclusion
In sum, prior research has demonstrated that lonelier people have worse verbal episodic memory over time than less lonely people. The current study demonstrated that omega-3 supplementation, particularly a higher dose supplement (i.e., 2.50 g/d), attenuated loneliness-related episodic memory problems. Specifically, lonelier participants taking the placebo had poorer verbal episodic memory than their less lonely counterparts, independent of their baseline episodic memory scores. This effect was not observed among participants taking an omega-3 supplement. Furthermore, lonelier participants taking the higher dose supplement had better verbal episodic memory than lonelier participants taking the placebo. The effects of supplementation were specific to the verbal episodic memory domain. These data suggest novel new directions for loneliness and omega-3 research and support the exploration of omega-3 interventions for treating episodic memory problems among lonely people.
Supplementary Material
Acknowledgments
Source of Funding
Work on this project was supported in part by NIH grants AG029562, UL1RR025755, and K05 CA172296, as well as an American Cancer Society Postdoctoral Fellowship Grant (121911-PF-12-040-01-CPPB) and a Pelotonia Postdoctoral Fellowship from the Ohio State University Comprehensive Cancer Center. OmegaBrite (Waltham, MA) supplied the omega-3 PUFA supplement and placebo without charge and without restrictions; OmegaBrite did not influence the design, funding, implementation, interpretation, or publication of the data.
Acronyms
- BMI
body mass index
- RCT
randomized controlled trial
- CVLT
California Verbal Learning Test
- PUFAs
polyunsaturated fatty acids
- LDL
low-density lipoprotein
- SD
standard deviation
Footnotes
Conflicts of Interest
All authors declare no conflicts of interest.
References
- (1).Conroy RM, Golden J, Jeffares I, O’Neill D, McGee H. Boredom-proneness, loneliness, social engagement and depression and their association with cognitive function in older people: A population study. Psychology, Health & Medicine. 2010;15:463–73. doi: 10.1080/13548506.2010.487103. [DOI] [PubMed] [Google Scholar]
- (2).Tilvis RS, Kähönen-Väre MH, Jolkkonen J, Valvanne J, Pitkala KH, Strandberg TE. Predictors of cognitive decline and mortality of aged people over a 10-year period. J Gerontol A Biol Sci Med Sci. 2004;59:268–74. doi: 10.1093/gerona/59.3.m268. [DOI] [PubMed] [Google Scholar]
- (3).Wilson RS, Krueger KR, Arnold SE, Schneider JA, Kelly JF, Barnes LL, et al. Loneliness and risk of Alzheimer disease. Arch Gen Psychiatry. 2007;64:234–40. doi: 10.1001/archpsyc.64.2.234. [DOI] [PubMed] [Google Scholar]
- (4).Shankar A, Hamer M, McMunn A, Steptoe A. Social isolation and loneliness: Relationships with cognitive function during 4 years of follow-up in the English Longitudinal Study of Ageing. Psychosom Med. 2013;75:161–70. doi: 10.1097/PSY.0b013e31827f09cd. [DOI] [PubMed] [Google Scholar]
- (5).Kidd PM. Omega-3 DHA and EPA for cognition, behavior, and mood: Clinical findings and structural-functional synergies with cell membrane phospholipids. Altern Med Rev. 2007;12:207–27. [PubMed] [Google Scholar]
- (6).Waernberg J, Gomez-Martinez S, Romeo J, Diaz L-E, Marcos A. Nutrition, Inflammation, and Cognitive Function. In: Savino W, Silva PO, Besedovsky H, editors. Neuroimmunomodulation: From Fundamental Biology to Therapy. Vol. 1153. Blackwell Publishing; Oxford: 2009. pp. 164–75. [DOI] [PubMed] [Google Scholar]
- (7).Kiecolt-Glaser JK, Belury MA, Andridge R, Malarkey WB, Hwang BS, Glaser R. Omega-3 supplementation lowers inflammation in healthy middle-aged and older adults: A randomized controlled trial. Brain, Behavior, and Immunity. 2012;26:988–95. doi: 10.1016/j.bbi.2012.05.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (8).Rafnsson SB, Deary IJ, Smith FB, Whiteman MC, Rumley A, Lowe GDO, et al. Cognitive decline and markers of inflammation and hemostasis: The Edinburgh Artery Study. Journal of the American Geriatrics Society. 2007;55:700–7. doi: 10.1111/j.1532-5415.2007.01158.x. [DOI] [PubMed] [Google Scholar]
- (9).Fotuhi M, Mohassel P, Yaffe K. Fish consumption, long-chain omega-3 fatty acids and risk of cognitive decline or Alzheimer disease: A complex association. Nat Clin Pract Neuro. 2009;5:140–52. doi: 10.1038/ncpneuro1044. [DOI] [PubMed] [Google Scholar]
- (10).Kalmijn S, Launer LJ, Ott A, Witteman JC, Hofman A, Breteler MM. Dietary fat intake and the risk of incident dementia in the Rotterdam Study. Ann Neurol. 1997;42:776–82. doi: 10.1002/ana.410420514. [DOI] [PubMed] [Google Scholar]
- (11).Schaefer EJ, Bongard V, Beiser AS, Lamon-Fava S, Robins SJ, Au R, et al. Plasma phosphatidylcholine docosahexaenoic acid content and risk of dementia and Alzheimer disease: the Framingham Heart Study. Arch Neurol. 2006;63:1545–50. doi: 10.1001/archneur.63.11.1545. [DOI] [PubMed] [Google Scholar]
- (12).Nurk E, Drevon CA, Refsum H, Solvoll K, Vollset SE, Nygard O, et al. Cognitive performance among the elderly and dietary fish intake: the Hordaland Health Study. Am J Clin Nutr. 2007;86:1470–8. doi: 10.1093/ajcn/86.5.1470. [DOI] [PubMed] [Google Scholar]
- (13).Kalmijn S, Boxtel MPJ van, Ocké M, Verschuren WMM, Kromhout D, Launer LJ. Dietary intake of fatty acids and fish in relation to cognitive performance at middle age. Neurology. 2004;62:275–80. doi: 10.1212/01.wnl.0000103860.75218.a5. [DOI] [PubMed] [Google Scholar]
- (14).Psaltopoulou T, Sergentanis TN, Panagiotakos DB, Sergentanis IN, Kosti R, Scarmeas N. Mediterranean diet and stroke, cognitive impairment, depression: A meta-analysis. Ann Neurol. 2013 doi: 10.1002/ana.23944. [DOI] [PubMed] [Google Scholar]
- (15).Chiu C-C, Su K-P, Cheng T-C, Liu H-C, Chang C-J, Dewey ME, et al. The effects of omega-3 fatty acids monotherapy in Alzheimer’s disease and mild cognitive impairment: A preliminary randomized double-blind placebo-controlled study. Progress in Neuro-Psychopharmacology and Biological Psychiatry. 2008;32:1538–44. doi: 10.1016/j.pnpbp.2008.05.015. [DOI] [PubMed] [Google Scholar]
- (16).Fontani G, Corradeschi F, Felici A, Alfatti F, Migliorini S, Lodi L. Cognitive and physiological effects of Omega-3 polyunsaturated fatty acid supplementation in healthy subjects. European Journal of Clinical Investigation. 2005;35:691–9. doi: 10.1111/j.1365-2362.2005.01570.x. [DOI] [PubMed] [Google Scholar]
- (17).Yurko-Mauro K, McCarthy D, Rom D, Nelson EB, Ryan AS, Blackwell A, et al. Beneficial effects of docosahexaenoic acid on cognition in age-related cognitive decline. Alzheimer’s & Dementia. 2010;6:456–64. doi: 10.1016/j.jalz.2010.01.013. [DOI] [PubMed] [Google Scholar]
- (18).Stonehouse W, Conlon CA, Podd J, Hill SR, Minihane AM, Haskell C, et al. DHA supplementation improved both memory and reaction time in healthy young adults: a randomized controlled trial. Am J Clin Nutr. 2013;97:1134–43. doi: 10.3945/ajcn.112.053371. [DOI] [PubMed] [Google Scholar]
- (19).Dangour AD, Allen E, Elbourne D, Fasey N, Fletcher AE, Hardy P, et al. Effect of 2-yn- 3 long-chain polyunsaturated fatty acid supplementation on cognitive function in older people: a randomized, double-blind, controlled trial. The American Journal of Clinical Nutrition. 2010;91:1725–32. doi: 10.3945/ajcn.2009.29121. [DOI] [PubMed] [Google Scholar]
- (20).Geleijnse JM, Giltay EJ, Kromhout D. Effects of n-3 fatty acids on cognitive decline: A randomized, double-blind, placebo-controlled trial in stable myocardial infarction patients. Alzheimer’s & Dementia. 2012;8:278–87. doi: 10.1016/j.jalz.2011.06.002. [DOI] [PubMed] [Google Scholar]
- (21).Mazereeuw G, Lanctôt KL, Chau SA, Swardfager W, Herrmann N. Effects of omega-3 fatty acids on cognitive performance: a meta-analysis. Neurobiology of Aging. 2012;33:1482.e17–1482.e29. doi: 10.1016/j.neurobiolaging.2011.12.014. [DOI] [PubMed] [Google Scholar]
- (22).Lee LK, Shahar S, Chin A-V, Yusoff NAM. Docosahexaenoic acid-concentrated fish oil supplementation in subjects with mild cognitive impairment (MCI): a 12-month randomised, double-blind, placebo-controlled trial. Psychopharmacology. 2013;225:605–12. doi: 10.1007/s00213-012-2848-0. [DOI] [PubMed] [Google Scholar]
- (23).Russell DW. UCLA Loneliness Scale (Version 3): Reliability, validity, and factor structure. J Pers Assess. 1996;66:20–40. doi: 10.1207/s15327752jpa6601_2. [DOI] [PubMed] [Google Scholar]
- (24).Cacioppo JT, Hawkley LC, Crawford LE, Ernst JM, Burleson MH, Kowalewski RB, et al. Loneliness and health: Potential mechanisms. Psychosom Med. 2002;64:407–17. doi: 10.1097/00006842-200205000-00005. [DOI] [PubMed] [Google Scholar]
- (25).Delis DC, Kramer JH, Kaplan E, Ober BA. The California Verbal Learning Test Second Edition. The Psychological Corporation; San Antonio: 2000. [Google Scholar]
- (26).Woods SP, Delis DC, Scott JC, Kramer JH, Holdnack JA. The California Verbal Learning Test – second edition: Test-retest reliability, practice effects, and reliable change indices for the standard and alternate forms. Archives of Clinical Neuropsychology. 2006;21:413–20. doi: 10.1016/j.acn.2006.06.002. [DOI] [PubMed] [Google Scholar]
- (27).Wechsler D. WMS-III: Wechsler memory scale administration and scoring manual. Psychological Corporation. 1997 [Google Scholar]
- (28).Reitan RM. Trail Making Test: Manual for administration and scoring. Reitan Neuropsychology Laboratory. 1986 [Google Scholar]
- (29).Benton A, Hamsher K. Multilingual Aphasia Examination. 2nd AJA Associates; Iowa City, IA: 1989. [Google Scholar]
- (30).Radloff LS. The CES-D Scale: A self-report depression scale for research in the general population. Appl Psychol Meas. 1977;1:385–401. [Google Scholar]
- (31).Buysse DJ, Reynolds CF, 3rd, Monk TH, Berman SR, Kupfer DJ. The Pittsburgh Sleep Quality Index: A new instrument for psychiatric practice and research. Psychiatry Res. 1989;28:193–213. doi: 10.1016/0165-1781(89)90047-4. [DOI] [PubMed] [Google Scholar]
- (32).Stewart AL, Mills KM, King AC, Haskell WL, Gillis D, Ritter PL. CHAMPS physical activity questionnaire for older adults: outcomes for interventions. Med Sci Sports Exerc. 2001;33:1126–41. doi: 10.1097/00005768-200107000-00010. [DOI] [PubMed] [Google Scholar]
- (33).Cohen S. In: Social supports and physical health: Symptoms, health behaviors, and infectious disease. Life-span developmental psychology: Perspectives on stress and coping. Cummings EM, Greene AL, Karraker KH, editors. Lawrence Erlbaum Associates, Inc; Hillsdale, NJ, England: 1991. pp. 213–34. [Google Scholar]
- (34).Sijben JWC, Calder PC. Differential immunomodulation with long-chain n-3 PUFA in health and chronic disease. Proc Nutr Soc. 2007;66:237–59. doi: 10.1017/S0029665107005472. [DOI] [PubMed] [Google Scholar]
- (35).Bligh EG, Dyer WJ. A rapid method of total lipid extraction and purification. Can J Biochem Physiol. 1959;37:911–7. doi: 10.1139/o59-099. [DOI] [PubMed] [Google Scholar]
- (36).Shantha NC, Decker EA, Hennig B. Comparison of methylation methods for the quantitation of conjugated linoleic acid isomers. Journal of AOAC International. 1993;76:644–9. [Google Scholar]
- (37).Belury MA, Kempa-Steczko A. Conjugated linoleic acid modulates hepatic lipid composition in mice. Lipids. 1997;32:199–204. doi: 10.1007/s11745-997-0025-0. [DOI] [PubMed] [Google Scholar]
- (38).Lands WEM. Dietary fat and health: The evidence and the politics of prevention: Careful use of dietary fats can improve life and prevent disease. Annals of the New York Academy of Sciences. 2005;1055:179–92. doi: 10.1196/annals.1323.028. [DOI] [PubMed] [Google Scholar]
- (39).Parker MD, Gibson PD, Brotchie MBBS, Heruc BBS, Rees BS, Hadzi-Pavlovic BS. Omega-3 fatty acids and mood disorders. Am J Psychiatry. 2006;163:969–78. doi: 10.1176/ajp.2006.163.6.969. [DOI] [PubMed] [Google Scholar]
- (40).Kiecolt-Glaser JK, Epel ES, Belury MA, Andridge R, Lin J, Glaser R, et al. Omega-3 fatty acids, oxidative stress, and leukocyte telomere length: A randomized controlled trial. Brain, Behavior, and Immunity. 2013;28:16–24. doi: 10.1016/j.bbi.2012.09.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (41).Britton A, Singh-Manoux A, Marmot M. Alcohol consumption and cognitive function in the Whitehall II Study. Am J Epidemiol. 2004;160:240–7. doi: 10.1093/aje/kwh206. [DOI] [PubMed] [Google Scholar]
- (42).McDermott LM, Ebmeier KP. A meta-analysis of depression severity and cognitive function. Journal of Affective Disorders. 2009;119:1–8. doi: 10.1016/j.jad.2009.04.022. [DOI] [PubMed] [Google Scholar]
- (43).Blackwell T, Yaffe K, Ancoli-Israel S, Scheider JL, Cauley JA, Hillier TA, et al. Poor sleep is associated with impaired cognitive function in older women: The Study of Osteoporotic Fractures. J Gerontol Ser A-Biol Sci Med Sci. 2006;61:405–10. doi: 10.1093/gerona/61.4.405. [DOI] [PubMed] [Google Scholar]
- (44).Kurina LM, Knutson KL, Hawkley LC, Cacioppo JT, Lauderdale DS, Ober C. Loneliness is associated with sleep fragmentation in a communal society. Sleep. 2011;34:1519–26. doi: 10.5665/sleep.1390. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (45).Farmer ME, Kittner SJ, Rae DS, Bartko JJ, Regier DA. Education and change in cognitive function: The Epidemiologic Catchment Area Study. Annals of Epidemiology. 1995;5:1–7. doi: 10.1016/1047-2797(94)00047-w. [DOI] [PubMed] [Google Scholar]
- (46).Cacioppo JT, Hawkley LC, Berntson GG, Ernst JM, Gibbs AC, Stickgold R, et al. Do lonely days invade the nights? Potential social modulation of sleep efficiency. Psychol Sci. 2002;13:384–7. doi: 10.1111/1467-9280.00469. [DOI] [PubMed] [Google Scholar]
- (47).Cacioppo JT, Hawkley LC, Thisted RA. Perceived social isolation makes me sad: 5-year cross-lagged analyses of loneliness and depressive symptomatology in the Chicago Health, Aging, and Social Relations Study. Psychol Aging. 2010;25:453–63. doi: 10.1037/a0017216. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (48).Jaremka LM, Andridge RR, Fagundes CP, Alfano CM, Povoski SP, Lipari AM, et al. Pain, depression, and fatigue: Loneliness as a longitudinal risk factor. Health Psychology. doi: 10.1037/a0034012. in press. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (49).Jaremka LM, Fagundes CP, Glaser R, Bennett JM, Malarkey WB, Kiecolt-Glaser JK. Loneliness predicts pain, depression, and fatigue: Understanding the role of immune dysregulation. Psychoneuroendocrinology. 2013;38:1310–7. doi: 10.1016/j.psyneuen.2012.11.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (50).Masi CM, Chen H-Y, Hawkley LC, Cacioppo JT. A meta-analysis of interventions to reduce loneliness. Pers Soc Psychol Rev. 2011;15:219–66. doi: 10.1177/1088868310377394. [DOI] [PMC free article] [PubMed] [Google Scholar]
- (51).Freemantle E, Vandal M, Tremblay-Mercier J, Tremblay S, Blachère J-C, Bégin ME, et al. Omega-3 fatty acids, energy substrates, and brain function during aging. Prostaglandins, Leukotrienes and Essential Fatty Acids. 2006;75:213–20. doi: 10.1016/j.plefa.2006.05.011. [DOI] [PubMed] [Google Scholar]
- (52).Conklin SM, Gianaros PJ, Brown SM, Yao JK, Hariri AR, Manuck SB, et al. Long-chain omega-3 fatty acid intake is associated positively with corticolimbic gray matter volume in healthy adults. Neuroscience Letters. 2007;421:209–12. doi: 10.1016/j.neulet.2007.04.086. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.


