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The Journals of Gerontology Series A: Biological Sciences and Medical Sciences 62:1059-1070 (2007)
© 2007 The Gerontological Society of America

Plasma Glucose and the Action of Calorie Restriction on Aging

Roger McCarter, Walter Mejia, Yuji Ikeno, Vincent Monnier, Kristen Kewitt, Michael Gibbs, Alex McMahan and Randy Strong4,6

Departments of 1 Physiology, 2 Cellular & Structural Biology, 3 Pathology, 4 Pharmacology, and5 the Barshop Institute for Longevity and Aging Studies, University of Texas Health Science Center, San Antonio.
6 Research Service, South Texas Veterans Health Care System, Audie L. Murphy Division, San Antonio.
7 Pfizer Research Laboratories, Groton, Connecticut.
8 Department of Pathology, Case Western Reserve University, Cleveland, Ohio.

Address correspondence to Roger McCarter, PhD, The Pennsylvania State University, Center for Developmental and Health Genetics, Gardner House, University Park, PA 16802. E-mail: rjm28{at}psu.edu


    Abstract
 Top
 Abstract
 Methods
 Results
 Discussion
 References
 
We tested the hypothesis that retardation of aging by caloric restriction is due in part to decreased levels of plasma glucose over the life span. Male C57BL/6 mice expressing a human GLUT4 minigene (transgenic [TG] mice) and their nontransgenic littermates (NTG mice) were maintained under specific pathogen-free conditions. Mice were fed ad libitum (A mice) or 40% less than ad libitum (R mice) from age 6 weeks. Over the life span there were three different levels of plasma glucose, with NTGA mice having the highest daily levels, TGR mice the lowest daily values, and TGA and NTGR mice having similar levels intermediate between these values. Despite differences in plasma glucose, the differences measured in longevity (50% and 10% survival), physiology and tissue pathology were associated with diet rather than with levels of plasma glucose. We conclude that decreased plasma glucose over the life span is not an important factor in the action of calorie restriction on aging processes.


ELEVATED levels of plasma glucose are known to have deleterious consequences, including impaired glucose tolerance, insulin resistance, increased age-related disease (such as type 2 diabetes), together with indications of accelerated aging (1). These associations led to the formulation of the Glycation Hypothesis of Aging (2). This hypothesis suggests a mechanistic connection between levels of plasma glucose and aging processes, as evidenced by the accumulation with age of nonenzymatic advanced glycosylation end products (AGE), which modify the structure of macromolecules such as proteins and DNA (3). In contrast, restriction of the caloric intake of laboratory rodents is known to retard aging processes and has, as one of its many consequences, a lowering of plasma glucose over the life span (4). The mechanism by which calorie restriction (CR) exerts its many beneficial effects is not known. However, its tissue-wide actions and widespread enhancement of function suggest a mechanism common to all cells. From this perspective, the lifelong lowering action of CR on plasma glucose in animal models tested to date as well as in models of extended aging (5) offers a promising agent of molecular action.

The purpose of this study was to test the hypothesis that decreased plasma glucose is an important factor in the retardation of aging by CR. The test was made possible by the availability of transgenic (TG) mice that express a human GLUT4 minigene, leading to the overexpression of GLUT4 protein in heart, skeletal muscle, and adipose tissue and that exhibit lower levels of plasma glucose (6). Our preliminary studies demonstrated that these TG mice eat the same amount of food on a daily basis as their nontransgenic (NTG) littermates do (7). Also, we found that diurnal levels of plasma glucose of TG mice were the same as those of NTG mice fed a restricted diet (40% less food than mice fed ad libitum). In addition, we found that restriction of the food intake of TG mice further lowered plasma glucose to levels significantly less than those of restricted wild-type mice and/or TG mice fed ad libitum. Thus, using fully fed (TGA) or restricted (TGR) mice and their NTG littermates, four different groups of mice were available having three different levels of plasma glucose, as follows: NTGA > TGA = NTGR > TGR. To test the hypothesis, we measured characteristics known to be modulated by aging and by CR, (i.e., survival, physiological parameters, and tissue pathology) in four groups of mice housed under specific pathogen-free (SPF) conditions: NTG and TG mice fed ad libitum (NTGA and TGA mice) and NTG and TG mice fed 40% less than ad libitum from 6 weeks of age (NTGR and TGR mice). The results demonstrate no effect of reduced plasma glucose over the life span on aging and survival of these mice.


    METHODS
 Top
 Abstract
 Methods
 Results
 Discussion
 References
 
Animals
TG mice were those developed in a C57BL/6 background by Jeffrey Pessin at the University of Iowa (8,9). These mice express a human GLUT 4 minigene (11.5 kb) in a tissue-specific manner using the endogenous promoter. This genetic manipulation results in a 2- to 4-fold increase in the GLUT4 insulin-regulatable glucose transporter protein present in cells of skeletal muscle, cardiac muscle, and adipose tissue, with no detectable change in levels of GLUT4 present in other tissues, including the brain (8). Several studies using these mice have demonstrated that young TG mice have plasma glucose levels about 15%–20% lower than their NTG littermates (e.g., 6,10). Mice were bred and housed under SPF conditions in the barrier facility of the Audie L. Murphy Memorial Veterans Hospital (San Antonio, TX). All procedures for handling mice were approved by the Institutional Animal Care Committee of the University of Texas Health Sciences Center at San Antonio and by the Committee for Animal Studies of the Audie L. Murphy Memorial Veterans Hospital. Male TG mice and their NTG littermates (the progeny of heterozygous TG males and C57BL/6 females) were fed ad libitum a diet of Teklad Mouse chow LM-485 (20% protein, 6% fat, 69% carbohydrate, and 5% insoluble fiber; Harlan Teklad, Madison, WI). Water was provided ad libitum throughout life. This was acidified (pH 2.7) and filtered by reverse osmosis. At 6 weeks of age, animals were divided into four groups and housed four per cage: NTGA and TGA mice were fed ad libitum, with food consumption monitored at monthly intervals. NTGR and TGR mice were fed, at 3:00 PM, 60% of the food consumed by ad libitum-fed mice (i.e., a 40% restriction of food intake). Our previous studies in mice and in rats have demonstrated that multiple (rather than single) housing does not affect the life-extending effects of CR and that mineral supplementation is not necessary under these conditions (11,12). Eighty mice in each of the four groups were designated for survival studies, and an additional 30 mice in each group were used in longitudinal studies of physical activity, total daily energy expenditure, and body temperature.

Cross-sectional studies were carried out using 15 mice in each of the four groups at ages 6, 12, and 28 months. These studies were more invasive than those listed above, involving the collection of blood samples over a 24-hour period and tail-tendon samples. Selected mice of this study were necropsied at the designated ages for identification of tissue pathology. Only those mice whose tissues exhibited minimum autolysis were studied for the presence and severity of tissue pathology.

Cross-Sectional Measures
Plasma metabolites.-- Blood samples (200 µL) were collected by orbital sinus puncture to ensure that samples were obtained within 60 seconds of the entry of personnel into the animal facility. Previous experience showed that mice are easily startled and that reproducible measurements are possible only if plasma samples are rapidly obtained before hormonal values are altered by activation of stress responses. Samples were obtained from the same animal at 2-week intervals at four different times of the day; i.e., at 8:00 AM, 2:00 PM, 5:00 PM, and 12:00 AM. Average daily values were obtained by integrating measurements over the 24-hour time period. (Plasma corticosterone samples were obtained at 8:00 AM and 5:00 PM, at similar 2-week intervals). Blood samples were collected in capillary tubes, immediately spun down in microcentrifuge tubes to remove cells, and then frozen in liquid nitrogen for later analysis.

Plasma glucose was assayed by the glucose oxidase method using the Sigma Trinder Kit 315 (St. Louis, MO). Plasma insulin was determined using the Linco Insulin RIA kit (Linco, now part of Millipore, St.Charles, MO) and plasma corticosterone values were measured using the RSL 125I Corticosterone Kit for mice (ICN, Carson, CA). Plasma leptin was determined by enzyme-linked immunosorbent assay (ELISA) using the ADI Mouse Leptin Kit (#100 LEM; Alpha Diagnostic International [ADI], San Antonio, TX). All samples were run in triplicate.

Tendon breaking time.-- Tail-tendon breaking time was used as a measure of protein cross-linking. Increased breaking time is related to the degree of collagen cross-linking and is directly related to resistance to denaturation by urea. Tendons were dissected from the tails of 15 mice in each of the four groups at ages 6 and 12 months, washed in buffered saline solution, immediately frozen on dry ice, and shipped to Dr. Monnier's laboratory at Case Western Reserve University. Assays followed routine procedures of this laboratory (13) (i.e., weights of 2.7 g were attached to the tendons using 4.0 silk sutures, and this system was immersed in a 7 M urea solution [pH 7.5 at 40°C]). The time taken for rupture of the tendon to occur under this constant load was recorded.

Longitudinal Measures
Body weight.-- Body weight was measured correct to ± 0.1 g using a Sartorius Precision balance (Terre Haute, IN) every 2 weeks until age 24 weeks and then every month thereafter.

Physical activity.-- Spontaneous movement of mice in their cages was measured as in our several previous studies (14). In brief, the mouse cage was placed in an optical activity monitor (Digiscan; Omnitech Electronics, Columbus, OH). In the monitor, the cage is traversed by a series of interlocking infrared light beans. Movement of the animal around the cage interrupts these beams. Beam breaks are interpreted by supplied software to generate a continuous record of distance moved by the animal over a 24-hour period. Mice were placed, singly housed, in the monitor for a 72-hour period. This permitted a 24-hour acclimation period, and recordings over the following 48 hours were then averaged to provide a record of activity every 10 minutes over a 24-hour period.

Daily energy expenditure.-- During the 72-hour measurement of physical activity, air was drawn through the cage (500 mL/min in a 2-L cage). Analysis of the composition of the gas entering and leaving the cage permitted calculation of total daily energy expenditure using indirect calorimetry. The system used was that employed in several of our previous studies of metabolic rates of rats and mice (15,16). Oxygen and carbon dioxide gas contents were determined by precision instruments (Ametek SA3; CDA, AEI Company, Pittsburgh, PA) every second together with continuous recordings of humidity, pressure, and temperature, with regulation of airflow by mass-air controllers. The system was calibrated on a weekly basis using laboratory standard gases. As with physical activity measures, we used a 24-hour period of acclimation for each mouse to its cage, then records were obtained over the following 48 hours. Measurements obtained every second were averaged on an hourly basis to provide an average 24-hour measure of oxygen consumption, carbon dioxide production, and respiratory quotient (RQ, ratio of CO2 production to O2 consumption). The equations of Consolazio and colleagues (17) were used to determine daily energy expenditure.

Body temperature.-- The measures of activity and metabolic rate necessarily used singly-housed mice. In contrast, body temperature was measured continuously over a 48-hour period with mice in their usual home cages. This was achieved by implanting temperature transmitters in the thoracic cavity of a single mouse in each of a cage of four mice. The implantation involved a small abdominal incision, with the transmitters (Vital View System; Mini Mitter, Bend, OR) all implanted in the same location in the peritoneal cavity. The transmitters are passive, i.e., have no need of battery replacement, and so were left in mice over the entire life span. These studies revealed no differences in survival, physical activity, or metabolic rate associated with the presence of the transmitter. Fifteen mice in each group received an implant at age 4 months. Recovery from the surgery was rapid (1 week) and complete. Measurements of daily temperature were then obtained at ages 6, 12, and 28 months by placing the home cage on an energizer platform and collecting data continuously over the 48-hour period. Before implantation, all transmitters were calibrated to ± 0.05°C using a precision mercury-in-glass thermometer.

Pathology
Necropsy and histology.-- After mice were necropsied for gross pathological lesions, the following organs and tissues were excised and preserved in 10% buffered formalin: brain, pituitary gland, heart, lung, trachea, thymus, aorta, esophagus, stomach, small intestine, colon, liver, pancreas, spleen, kidneys, urinary bladder, reproductive system (prostate, testes, epididymis, and seminal vesicles), thyroid gland, adrenal glands, parathyroid glands, psoas muscle, knee joint, sternum, and vertebrae. Any other tissue with gross lesions was also excised. The fixed tissues were processed conventionally, embedded in paraffin, sectioned at 5 µm, and stained with hematoxylin–eosin. Although autolysis of varying severity occurred, it did not prevent the histopathological evaluation of lesions, with the exception of three mice. Diagnosis of each histopathological change was made with histological classifications in aging mice described by Bronson and Lipman (18).

Pathological assessment.-- A list of pathological lesions was constructed for each mouse that included both neoplastic and non-neoplastic diseases. Based on these histopathological data, the tumor burden, disease burden, and severity of each lesion in each mouse were assessed. The disease burden was calculated as the sum of the histopathological changes in a mouse as described by Bronson and Lipman (18). The severity of neoplastic and nephrologic lesions was assessed with the grading system previously described (19,20).

The percentage of tumor-bearing mice and overall and age-specific incidence of disease were calculated for each experimental group. The percentage of tumor-bearing mice was calculated as the percentage of mice that had one or more neoplastic lesions. For this assessment, all neoplastic lesions were counted regardless of the severity of tumors, i.e., both incidental (not severe enough to be the cause of death) and fatal (severe enough to be the cause of death) tumors were counted.

Grading of lesions.-- The severity of neoplastic lesions and glomerulonephritis were determined using grading systems (19,20). Severity of these lesions was determined because their high prevalence allowed a finer dissection of the effect of the treatments on the extent of neoplastic lesions and kidney pathology.

Glomerulonephritis was graded in order of increasing severity: Grade 0 = no lesions; Grade 1 = minimal change in glomeruli (minimal glomerulosclerosis); Grade 2 = Grade 1 with a few (< 10) casts in renal tubules; Grade 3 = Grade 1 with > 10 casts in renal tubules; and Grade 4 = Grade 3 with interstitial fibrosis.

Grading of neoplastic lesions was based on a modification of previously reported criteria (19,20): Grade 1 = primary site only; Grade 2 = primary site and intra-organ or one other organ metastasis; Grade 3 = metastasis to two to three organs; and Grade 4 = metastasis to more than four organs or Grade 3 + additional pathology, e.g., pleural effusion, ascites, and subcutaneous edema. Hydrothorax, ascites, and subcutaneous edema were the common complications associated with advanced neoplastic diseases.

Probable cause of death.-- The probable cause of death in each mouse was determined by the severity of diseases found by necropsy, and was assessed independently by two pathologists. For neoplastic diseases, cases that had Grades 3 and/or 4 lesions were categorized as death by neoplastic lesions. For non-neoplastic diseases, cases that had a severe lesion, e.g., Grade 4, associated with other histopathological changes (pleural effusion, ascites, congestion and edema in lung) were categorized by death by non-neoplastic lesion. In > 90% of the cases, there was agreement by the two pathologists. In cases in which there was not agreement or in which no disease was considered severe enough, cause of death was categorized as unknown.

Data Analysis
Survival curves were estimated using product limit estimates, and curves were compared using the log-rank test (21). The median and 10th percentile survival times were compared using the quantile test (22). Average 24-hour values of plasma metabolites (glucose, insulin, leptin) were computed from the area under the curve using the trapezoidal rule. These values were similar to the average of values measured at 8:00 AM, 2:00 PM, 5:00 PM, and 12:00 AM (correlation = 0.995). Average values of 24-hour physical activity and body temperature were obtained, respectively, by summing each mouse's average hourly activity over 24 hours and by averaging hourly body temperature over 24 hours. Average values were analyzed using analysis of variance (ANOVA). Comparisons among mean values were Bonferroni-adjusted. Residual analysis was used to confirm that the assumptions underlying the ANOVA were satisfied (23).

Because plasma corticosterone was measured at only two times of the day (8:00 AM and 5:00 PM), we did not compute 24-hour averages. The logarithms of the concentrations measured at 8:00 AM and 5:00 PM were analyzed separately using ANOVA. Comparisons among means were Bonferroni-adjusted. Means and standard errors were computed from untransformed data.

Total number of pathologies present in mice at necropsy was analyzed using ANOVA. A square root transformation was used to better satisfy the assumptions underlying the ANOVA. Comparisons among means were Bonferroni-adjusted. The presence of tumors, neoplasm, glomerulonephritis, acidophilic macrophage polymorphonucleocytes, and lymphocyte infiltration was analyzed using the chi-square test. If expected frequencies were small, exact tests were used (24). Tumors were observed only in old mice. In these, the number per animal was analyzed using ANOVA. A square root transformation was used to better satisfy the assumptions underlying the ANOVA. Significance of differences between mean values was assumed at p <.05.


    RESULTS
 Top
 Abstract
 Methods
 Results
 Discussion
 References
 
Body Weight
Variation of body weight with age, diet, and genetic status is shown in Figure 1. The data demonstrate the absence of an effect of overexpression of GLUT4 protein on body weight over the life span. Rather, mice fed 40% less food than ad libitum, regardless of GLUT4 status, exhibited body weights about 35% less than mice fed ad libitum. Food consumed by mice fed ad libitum was similarly not affected by GLUT4 status over the life span (Figure 2).


Figure 01
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Figure 1. Average body weight versus age for mice in each of the four groups. Results are mean ± standard error of the mean (SEM) with n = 77–80 mice per group. NTGA = nontransgenic mice fed ad libitum; NTGR = nontransgenic mice fed 40% less than ad libitum; TGA = transgenic mice fed ad libitum; TGR = transgenic mice fed 40% less than ad libitum

 

Figure 02
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Figure 2. Food consumed per mouse per week versus age. Mice were housed four per cage, and consumption was measured for each of 20 cages per group. Results are mean ± standard error of the mean (SEM), n = 20 mice per group. NTGA = nontransgenic mice fed ad libitum; NTGR = nontransgenic mice fed 40% less than ad libitum; TGA = transgenic mice fed ad libitum; TGR = transgenic mice fed 40% less than ad libitum

 
Plasma Metabolites
The average daily values of plasma glucose (measured over the 24-hour period) are illustrated in Figure 3 for mice aged 4–6, 12–14, and 28–30 months. At 4–6 months, average daily plasma glucose was highest in NTGA mice. NTGR mice and TGA mice exhibited daily glucose levels significantly lower (p <.05) than those of the first group, and these levels were not significantly different. Finally, TGR mice had daily plasma glucose levels significantly lower (p <.05) than those of all other groups. This pattern of three different levels of average daily plasma glucose was repeated at ages 12–14 and 28–30 months. There was a significant age-related decline in plasma glucose levels of NTGA mice between 6 and 12 months, but no statistically significant variation in average daily plasma glucose was found for other mice. The data demonstrate that three different levels of plasma glucose persisted over the life span of the four groups of mice such that average daily plasma glucose was in the order: NTGA > TGA = NTGR > TGR.


Figure 03
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Figure 3. Average 24-hour plasma glucose levels of the four groups of mice versus age. Results are mean ± standard error of the mean (SEM), n = 12 mice per cage. NTGA = nontransgenic mice fed ad libitum; NTGR = nontransgenic mice fed 40% less than ad libitum; TGA = transgenic mice fed ad libitum; TGR = transgenic mice fed 40% less than ad libitum. *Significantly less than NTGA value (p <.05). **Significantly less than all other values (p <.05)

 
A different pattern of results was obtained for plasma insulin (again, values were averaged over a 24-hour period), as shown in Figure 4. As expected, CR resulted in a significant lowering of plasma insulin (4–6 month data, NTGA vs NTGR; TGA vs TGR). However, there was no statistically significant difference in average values of plasma insulin in ad libitum-fed mice (NTGA vs TGA) aged 4–6 and 12–14 months. For mice aged 28–30 months, plasma insulin values of TGA mice were significantly lower than those of NTGA mice.


Figure 04
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Figure 4. Average 24-hour plasma insulin concentrations versus age for each of the four groups of mice. Values are mean ± standard error of the mean (SEM), n = 9–12 mice per group. NTGA = nontransgenic mice fed ad libitum; NTGR = nontransgenic mice fed 40% less than ad libitum; TGA = transgenic mice fed ad libitum; TGR = transgenic mice fed 40% less than ad libitum. *Significantly less than NTGA mice (p <.05). **Significantly less than all other groups of mice at given age (p <.05)

 
Surprisingly, there was a large increase with age in daily average values of plasma insulin in CR mice between ages 4–6 and 12–14 months. Age-related changes were not significant in the case of mice fed ad libitum. Over the life span, plasma insulin levels were in the order NTGA {approx} TGA (except for mice aged 28–30 months); NTGA > NTGR > TGR; and TGA {approx} NTGR > TGR.

The data in Figure 5 show the variation of average daily plasma leptin with age, diet, and genotype. NTGA mice exhibited significantly higher values of plasma leptin than all other groups over the life span. TGA mice, although having body weights similar to those of NTGA mice, exhibited lower levels of plasma leptin and had significantly higher daily leptin levels than those of restricted mice. In general, over the life span, average daily leptin levels were in the order NTGA > TGA > NTGR {approx} TGR.


Figure 05
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Figure 5. Average 24-hour plasma leptin concentration versus age of each of the four groups of mice. Values are mean ± standard error of the mean (SEM), n = 12 mice per group. NTGA = nontransgenic mice fed ad libitum; NTGR = nontransgenic mice fed 40% less than ad libitum; TGA = transgenic mice fed ad libitum; TGR = transgenic mice fed 40% less than ad libitum. *Significantly less than NTGA mice (p <.05). {dagger}Significantly less than TGA mice (p <.05)

 
There was also a surprising diurnal variation in leptin levels: Plasma leptin levels were elevated at times following feeding (3:00 PM) (in the case of restricted mice) and during darkness when mice are physically active (NTGA) (data not shown). The data suggest that time of measurement may be of importance when assessing daily leptin levels.

In mice aged 4–6 months, plasma corticosterone levels in the morning (8:00 AM) were significantly elevated in restricted versus ad libitum-fed mice, with NTGR mice exhibiting higher values of this hormone than TGR mice (Figure 6). There was no significant effect of plasma glucose level on corticosterone concentration in ad libitum-fed mice (i.e., values in NTGA mice not significantly different from those in TGA mice). Restricted mice exhibited a significant decline of plasma corticosterone from 4–6 to 12–14 months of age, with no significant effect of age thereafter (data not shown). At 5:00 PM, no significant differences were found for this hormone between NTGA, TGA, and NTGR mice. However, for TGR mice, plasma corticosterone levels were significantly lower than those of other groups of mice at ages 12–14 and 28–30 months (data not shown).


Figure 06
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Figure 6. Mean plasma corticosterone concentration at 8:00 AM and 5:00 PM for mice of the four groups aged 4–6 months. Values are mean ± standard error of the mean (SEM), n = 3–12 mice per group. NTGA = nontransgenic mice fed ad libitum; NTGR = nontransgenic mice fed 40% less than ad libitum; TGA = transgenic mice fed ad libitum; TGR = transgenic mice fed 40% less than ad libitum. *Significantly less than value at 8:00 AM for NTGR mice (p <.05). {dagger}Significantly less than value at 5:00 PM (p <.05)

 
Whole-Animal Measures
Total daily physical activity.-- Striking effects of diet, age, and genetic status were found in the spontaneous movement of mice around their cages. These are shown in Figure 7. As noted in previous studies of wild-type rats (e.g., 14,25), restriction of food resulted in sustained high levels of physical activity over the life span in the NTG mice. Indeed, physical activity levels of 28- to 30-month-old NTGR mice were the highest recorded at any age. In contrast, activity of TGR mice was significantly lower than that of NTGR mice, but this level of activity was sustained over the life span. TGA mice were significantly more active than NTGA mice at 4–6 months. At older ages, both NTGA and TGA mice had similar levels of activity, and both groups exhibited an age-related trend of decreased physical activity. This result is also consistent with previously-found effects of age on physical activity in rats (14,25). In summary, the expected effect of CR on physical activity was observed in NTG but not in TG mice, suggesting a possible negative effect of the lowered plasma glucose and lowered plasma insulin on spontaneous physical activity. It should be noted, however, that at 28–30 months, both groups of restricted mice had significantly higher levels of activity than did their ad libitum-fed counterparts.


Figure 07
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Figure 7. Average distance traveled in spontaneous activity per mouse over a 24-hour period, for each of the four groups as a function of age. Values are mean ± standard error of the mean (SEM), n = 12 mice per group. NTGA = nontransgenic mice fed ad libitum; NTGR = nontransgenic mice fed 40% less than ad libitum; TGA = transgenic mice fed ad libitum; TGR = transgenic mice fed 40% less than ad libitum. *Significantly less than NTGR value at given age (p <.05). {dagger}Significantly greater than NTGA, TGA values at 28–30 months of age (p <.05). {Delta} Significantly less than TGA value at 4–6 months of age (p <.05)

 
Body temperature.-- The variation of body temperature with time of day is shown in Figure 8 for mice 4–6 months old. There is clearly a significant effect of CR on the diurnal temperature profile, with temperatures of restricted mice equaling those of mice fed ad libitum only at the time of feeding (3:00 PM) and for 3 hours thereafter. The hours of darkness (5:00 PM–5:00 AM) are associated with declining body temperature, despite the fact that mice are most active at these times. Anticipation of feeding results in a gradual elevation of temperature in morning and early afternoon hours.


Figure 08
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Figure 8. Diurnal variation of body temperature in the four groups of mice aged 4–6 months. Values are mean ± standard error of the mean (SEM), n = 12. NTGA = nontransgenic mice fed ad libitum; NTGR = nontransgenic mice fed 40% less than ad libitum; TGA = transgenic mice fed ad libitum; TGR = transgenic mice fed 40% less than ad libitum. Temperatures of mice eating the restricted diet were significantly lower than those of mice feeding ad libitum, between the hours of 7:00 PM and 1:00 PM the following day (p <.05)

 
Mice fed ad libitum exhibit a very different diurnal variation of temperature, with highest temperatures during hours of darkness and lowest temperatures during the morning hours when they are at rest. Similar diurnal temperature profiles were obtained for mice of 12–14 and 28–30 months of age. There was no significant effect of plasma glucose level on this profile.

Average 24-hour body temperatures at ages 4–6, 12–14, and 28–30 months are shown in Figure 9. There was remarkable consistency of temperature for a given dietary group at ages 4–6 and 12–14 months. The results demonstrate a significantly lower body temperature in restricted versus ad libitum-fed mice at all ages. There was an age-related increase in temperature of restricted mice and an increase in temperature of mice fed ad libitum at 28–30 months of age, with temperatures of TGA mice being higher than those of all other mice. In the case of NTG mice, the difference in temperature associated with diet was diminished but not eliminated with age.


Figure 09
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Figure 9. Mean 24-hour body temperatures of mice as a function of age and diet. Values are mean ± standard error of the mean (SEM), n = 12. NTGA = nontransgenic mice fed ad libitum; NTGR = nontransgenic mice fed 40% less than ad libitum; TGA = transgenic mice fed ad libitum; TGR = transgenic mice fed 40% less than ad libitum. *Significantly less than mean values of mice fed ad libitum at given age (p <.05). {dagger}Significantly less than mean temperature of TGA mice aged 28–30 months (p <.05)

 
The finding of declining body temperature during hours of darkness for restricted mice was surprising, as this is the period during which rodents are most active. We decided, therefore, to compare the diurnal patterns of activity and temperature for restricted mice. The result is shown in Figure 10 for mice aged 4–6 months. Similar results were obtained for older mice. It can be seen that restricted mice increase their spontaneous movements in anticipation of feeding. This increase is followed by a postprandial period of rest, and then there is a burst of activity in the early hours of darkness. For the remainder of the diurnal cycle, activity levels are low. It is nevertheless of note that body temperature continues to decline during times of high levels of spontaneous movement (8:00–10:00 PM of the diurnal cycle).


Figure 10
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Figure 10. Diurnal pattern of spontaneous cage activity and body temperature for nontransgenic mice fed 40% less than ad libitum (NTGR) aged 4–6 months. Values are mean ± standard error of the mean (SEM), n = 12

 
Metabolic rate.-- Total daily energy expenditure showed no variation with genetic status, but was related to diet in young adult mice. Figure 11 shows that mass-adjusted energy expended over 24 hours (specific metabolic rate [SMR]) was significantly elevated in restricted mice, regardless of plasma glucose level, for those mice aged 4–6 months. At ages older than 6 months, there was no significant difference in SMR between groups of mice, regardless of diet and plasma glucose level. Decreasing SMR with age was noted, but this decrease depended on the diet of the particular group of mice examined : SMR of NTGR and TGR mice decreased significantly between 4–6 months and 28–30 months of age, whereas SMR of NTGA and TGA mice decreased significantly only from 12–14 to 28–30 months of age. There are several different techniques for adjusting total daily caloric expenditure to body size and composition (26). These techniques include normalizing metabolic rate to body mass and/or to lean body mass. Both of these methods yielded results similar to those shown in Figure 11, which used the method of normalizing to "metabolic mass," or body mass raised to the exponent 0.75 (14,15). Another method of normalization was attempted, that of analysis of covariance, in which total daily energy expenditure is regressed against lean mass. However, linear regressions of data from the four groups of mice yielded different slopes for the four different groups. This variability violated the assumptions of this mass-adjustment procedure, indicating that it is not a valid procedure in this case.


Figure 11
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Figure 11. Mass-specific 24-hour metabolic rate of mice as a function of age. Values are mean ± standard error of the mean (SEM), n = 12. NTGA, nontransgenic mice fed ad libitum; NTGR = nontransgenic mice fed 40% less than ad libitum; TGA = transgenic mice fed ad libitum; TGR = transgenic mice fed 40% less than ad libitum. *Mean value significantly less than those of mice fed the restricted diet at age 4–6 months (p <.05)

 
The variation in fuel mix combusted by the mice over a 24-hour period is indicated in Figure 12, the variation of RQ for mice aged 4–6 months. In general, mice fed ad libitum (NTGA, TGA) exhibited small changes in RQ with time of day. Hours of darkness and high activity were associated with higher values of RQ, or a greater reliance on combustion of carbohydrates than on metabolism of fat as a fuel source. In contrast, restricted mice (NTGR and TGR) demonstrated a strong dependence of RQ on time of day: Morning hours involved mainly lipid metabolism (RQ approaching 0.70). Anticipation of feeding elevated the RQ to greater metabolism of carbohydrates (RQ approaching 1.00), and this elevation was sustained during feeding and for 7 hours thereafter, when mice were more active. There was no significant difference in average RQ of 0.85 measured over 24 hours between the different groups of mice and with age (data not shown). There was a similar variation of SMR and body temperature with time of day (data not shown).


Figure 12
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Figure 12. Diurnal variation of respiratory quotient (RQ; ratio of carbon dioxide production to oxygen consumption) for mice aged 4–6 months. Values are mean ± standard error of the mean (SEM), n = 12. NTGA = nontransgenic mice fed ad libitum; NTGR = nontransgenic mice fed 40% less than ad libitum. Values of RQ for NTGR mice were significantly less than those of NTGA mice from 12:00 AM to 2:00 PM; greater than those of NTGA mice from 4:00 PM to 9:00 PM

 
Tendon breaking times.-- Tendons tested from mice aged 4–6 months all exhibited similar breaking times. However, by 12–14 months of age, breaking times were significantly longer for mice fed ad libitum than for restricted mice, i.e., there was a significant effect of diet but no effect related to the levels of plasma glucose. This result is shown in Figure 13.


Figure 13
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Figure 13. Tendon breaking time for mice aged 12–14 months. Values are mean ± standard deviation, n = 10. NTGA = nontransgenic mice fed ad libitum; NTGR = nontransgenic mice fed 40% less than ad libitum; TGA = transgenic mice fed ad libitum; TGR = transgenic mice fed 40% less than ad libitum. *Significantly different values than mice fed ad libitum (p <.05)

 
Pathology.-- The probable causes of death in the four groups of mice are shown in Table 1. The causes of death in the mice fed ad libitum were similar. Approximately 66%–70% of the NTGA and TGA mice died of neoplastic diseases, about 80% of which were type B reticular sarcoma, as described by Dunn (27) and also termed pleomorphic or mixed cell lymphomas (28,29) in C57BL/6 mice. Currently, this type of lymphoma is diagnosed as follicular center lymphoma, which consists of the mixture of lymphoid cells, such as follicular center cells, centrocytes, centroblasts, small lymphocytes, lymphoblasts, plasmacytes, and plasmacytoid cells. The tumors in our mice originated in liver, spleen, and mesenteric lymph nodes. The presumptively fatal lymphoma was usually associated with multiple organ involvement or other pathological lesions, e.g., pleural effusion, ascites, or severe congestion and edema in lung. Other presumptively fatal neoplastic diseases observed in the ad libitum-fed mice were adenocarcinoma in lung, hemangioma in liver and spleen, and hepatocellular carcinoma. The major presumptively fatal non-neoplastic diseases observed in the ad libitum-fed mice were glomerulonephritis in kidney, acidophilic macrophage pneumonia in lung, and thrombus in heart. In the CR groups, NTGR mice had a significantly lower incidence of fatal neoplasms (47%; p <.05) compared to the ad libitum-fed groups, and the major fatal neoplasm in this group was lymphoma. Interestingly, occurrence of presumptively fatal neoplastic diseases in the TGR mice was not reduced (63%) compared to ad libitum-fed mice. The incidence of fatal non-neoplastic diseases were similar between ad libitum-fed and CR groups. The proportion of mice dying without pathology severe enough to be recorded as a presumptive cause of death was the highest in NTGR mice, but was similar in NTGA, TGA, and TGR groups.


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Table 1. Probable Cause of Death.

 
Severity of Diseases, Tumor and Disease Burdens
The effect of CR on severity of lymphoma and glomerulonephritis, two of the most common diseases observed in this strain of mice, was examined, using the grading system described in the Methods section. There was no difference in the severity of lymphoma among the four groups of mice (p >.05; data not shown), but the severity of glomerulosclerosis was less in the CR groups than in the ad libitum-fed groups (p <.05; Table 2).


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Table 2. Average Severity of Glomerulonephritis.

 
The total number of pathologies present with age is shown in Figure 14. There was no significant difference associated with genetic status (level of plasma glucose), but there was significantly less total pathology at 12–14 months in restricted mice. Total pathology increased with age but was not significantly different among the four groups of mice at age 28–30 months. No tumors were observed in mice fed ad libitum or fed the restricted diet for animals necropsied at 4–6 months and 12–14 months of age. At age 28–30 months, NTGA and TGA mice exhibited 0.86 ± 0.46 (n = 7) and 0.57 ± 0.20 (n = 7) tumors, respectively (mean ± standard error of the mean [SEM]). At the same age, NTGR and TGR mice exhibited 0.17 ± 0.17 (n = 6) and 0.17 ± 0.17 (n = 6) tumors, respectively. The difference was statistically significant (p <.05) in the case of NTG mice but not significant for TG mice. The presence of neoplasms increased with age for all groups, but there was no significant difference in the prevalence of neoplasms associated with genotype and/or diet. Similar effects were found for acidophilic macrophage polymorphonucleocytes and for the presence of glomerulonephritis. Significant effects of diet, but not genotype, were found for the presence of lymphocyte infiltration. Restricted mice exhibited lower levels of this condition at ages 4–6 and 12–14 months than were found in mice fed ad libitum. However, both dietary groups exhibited a significant increase of this pathology with age.


Figure 14
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Figure 14. Total number of pathologies present at various ages in tissues of mice. Values are mean ± standard error of the mean (SEM), n = 4–10. *Significantly lower values recorded in mice fed the restricted diet versus mice fed ad libitum at age 12–14 months

 
Survival
Survival curves of 80 mice in each of the four groups are illustrated in Figure 15. There was no effect of plasma glucose level on median and 10th percentile survival time (NTGA vs TGA; NTGR vs TGR; p ≥.1996). In contrast, there was a highly significant effect of diet on survival at both median and 10th percentile levels (p =.0001). For ad libitum-fed mice, median and 10th percentile times were, respectively: NTGA = 937, 1096 days; TGA = 928, 1053 days. For restricted mice, median and 10th percentile survivorship times were, respectively: NTGR = 1164, 1395 days; TGR = 1127, 1332 days. For these mice, therefore, eating 40% less food than ad libitum feeding resulted in extensions of median and 10th percentile survivorship of 24% and 27%, respectively, for NTG mice and 21% and 26%, respectively, in the case of TG mice.


Figure 15
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Figure 15. Percentage of mice surviving versus age in each of the four groups of mice, n = 77–80. NTGA = nontransgenic mice fed ad libitum; NTGR = nontransgenic mice fed 40% less than ad libitum; TGA = transgenic mice fed ad libitum; TGR = transgenic mice fed 40% less than ad libitum

 

    DISCUSSION
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 Abstract
 Methods
 Results
 Discussion
 References
 
The belief that CR slows fundamental aging processes is based on the ability of CR to increase median and maximum life span, to retard age-related functional decline, and to decrease age-related accumulation of disease. Understanding the mechanism of action of this nutritional manipulation is, therefore, of practical importance and will provide insight into the nature of processes underlying aging. Studies probing mechanisms of CR are greatly complicated, however, by the large array of physiological and biochemical changes that accompany the decreased consumption of food (30). Studies demonstrate that the restricted organism is not only of smaller mass but is in fact in a different metabolic state when compared with the ad libitum-fed animal (4,31). Striking characteristics of CR animals include increased spontaneous physical activity (14,25), decreased body temperature (32), decreased and then normalized mass-specific metabolic rate (15), and changes in levels of plasma metabolites, including increased corticosterone and decreased glucose and insulin levels (33). The potential importance of reduced circulating levels of glucose to the mechanism of action of CR was the focus of this study.

Plasma glucose is a promising agent for involvement in mechanisms of aging. This promise arises from: (i) its status as a closely regulated and essential tissue nutrient; (ii) the recognition that long-term exposure of macromolecules to reducing sugars leads to nonenzymatic glycation reactions (AGE), which irreversibly alter chemical properties of these molecules; and (iii) the clinical finding that diabetics having elevated levels of plasma glucose exhibit characteristic features of accelerated aging. These facts led Cerami (2) to propose the Glycation Hypothesis of Aging. Consistent with this proposal, evidence has accumulated demonstrating an inverse relationship between rates of formation of AGE and species-specific life span (3). There is also evidence that formation of AGE promotes oxidative stress and, conversely, that increased oxidative stress promotes formation of AGE. Such positive feedback cycles would promote the accelerated tissue degeneration typical of aging (34).

As elevated plasma glucose appears to accelerate degenerative processes, it is possible that reduced levels of plasma glucose of CR animals might constitute part of the anti-aging action of CR. A test of this hypothesis was made possible by the creation of the TG GLUT4 mouse by Pessin and colleagues (8). Several studies using young (2-month-old) mice have demonstrated that fasted TG GLUT4 mice exhibit plasma glucose values about 20% less than those of fasted NTG littermates (6,8,10). One of these studies also reported no difference in levels of plasma insulin in the conscious and/or anesthetized state between TG and NTG mice (10). Other researchers, using hemizygotic variants of these mice having higher levels of GLUT4 protein expression, found significantly lower levels of both plasma glucose and insulin in young, fasted mice (35,36). However, for our purposes a significant lowering of both plasma glucose and insulin would not be useful because CR also results in decreased plasma insulin (4) and insulin has been identified as yet another potential factor in mechanisms of aging (33). Our preliminary studies indicated no difference in body weight, food consumption, and plasma insulin values in young (3 month) as well as old (24 month) male TG and NTG mice (7). Lifelong studies were therefore initiated to measure characteristics known to be influenced by CR in aging male mice. It should be noted that the intent of our studies was different from those of prior studies: Issues addressed by the earlier work relate to glucose homeostasis and its regulation by GLUT4 proteins (6,8,10,35,36). In our studies, the focus was on the average daily value of plasma metabolites in vivo and their variation over the life span. We obtained samples of blood at four different times throughout the 24-hour cycle in conscious mice at different ages. Previous measurements of plasma metabolites of GLUT4 mice were obtained mostly in fasted, anesthetized young animals at a single age.

The data demonstrate no difference in body weight over the life span of TG and NTG mice, fed either ad libitum or 40% less than ad libitum (Figure 1), respectively. Similarly, no differences were found in food consumed by TG and NTG mice when fed ad libitum, and CR mice consumed all food provided to them each day (Figure 2). The average daily values of plasma glucose over the life span (Figure 3) demonstrate that significant differences (associated with diet and genetic status) between groups of mice persisted over the life span. Over the life span of all mice there were three different levels of plasma glucose, with NTGA mice having consistently highest daily values, TGR mice lowest daily values, and TGA and NTGR mice having similar levels intermediate between these values. If decreased plasma glucose of CR mice is an important factor in the anti-aging action, these three different levels should have resulted in three different patterns of longevity, functional decline, and tissue pathology. Figure 15 shows that survival of the four different groups of mice was related to nutritional status and not related to levels of plasma glucose. The possible confounding effect of low plasma insulin on this conclusion is addressed by the results of Figure 4. Average 24-hour measurements of insulin were not significantly different between NTGA and TGA mice over the life span. Also, TGR mice exhibited levels of plasma insulin significantly lower than those of NTGR mice, but had survival characteristics similar to those of NTGR mice.

The effect of CR on elevating plasma corticosterone levels (8:00 AM) was observed in NTGR mice of all ages and in TGR mice at age 4–6 months. It seems that corticosterone levels were depressed in TGR mice at 12–14 and 28–30 months of age, in association with the extremely low values of plasma insulin in these mice. These low plasma insulin and corticosterone values did not affect the ability of CR to extend longevity in TGR mice (Figure 15). However, it should be noted that the effect of CR on increasing levels of spontaneous physical activity was blunted in TGR mice, suggesting the possible interplay of plasma glucose, insulin, corticosterone, and physical activity in these mice. In contrast, previously reported effects of CR on survival, body temperature, tendon breaking times, plasma leptin levels, and mass-adjusted metabolic rate were found for both NTGR and TGR mice. This result suggests little effect of variable plasma insulin and corticosterone levels in these mice on responses to CR. The absence of effect of plasma insulin and corticosterone on these properties is of interest in view of current discussion regarding the possible effects of insulin and corticosterone signaling on aging across phylogenetic lines (37). Our results (Figures 7, 14, and 15) indicate that variable plasma insulin and corticosterone levels over the life span did not affect usual measures of aging (survival, function, and tissue pathology).

No effects of variable plasma glucose on tissue pathology and on tendon breaking time were found with age. CR suppressed the age-related increase in tendon breaking time (Figure 13); this effect was not related to levels of plasma glucose. This result suggests that metabolic changes induced by CR are more powerful than the relatively weak glycosylating effects of plasma glucose [i.e., defense mechanisms such as the macrophage system may be upregulated by CR in reducing the presence of damaged AGE-related proteins (38)]. The expected effect of CR in suppressing the age-related accumulation of tissue pathology was found for mice aged 12–14 months but not at age 28–30 months. It should be noted however that, consistent with the SPF status of mice and excellent husbandry practices, levels of observed pathology were low throughout the life span for all groups.

Summary
Ad libitum feeding and restriction of food intake of TG and NTG mice resulted in three different levels of daily plasma glucose. The differences were sustained throughout the life span. Despite these differences, survival, function, and tissue pathology were characterized by levels of food intake and not by levels of plasma glucose. We conclude that aging of these mice was determined by nutritional status rather than by lifelong levels of plasma glucose, i.e., that decreased plasma glucose is not an important factor in the action of CR on aging of these mice.


    Acknowledgments
 Top
 Abstract
 Methods
 Results
 Discussion
 References
 
This work was supported by National Institutes of Health Grant PO1 AG-14674.

We thank Ms. Vivian Diaz and Ms. Erica Castillo for their excellent technical assistance and Ms. Carol Brytczuk for her assistance with the manuscript.


    Footnotes
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 Abstract
 Methods
 Results
 Discussion
 References
 
Decision Editor: Huber R. Warner, PhD

Received February 2, 2007

Accepted May 18, 2007


    References
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 Abstract
 Methods
 Results
 Discussion
 References
 

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