Metabolic deterioration is a hallmark of aging1. The rate of the metabolic syndrome, a cluster of metabolic risk factors including central obesity, glucose intolerance, insulin resistance, and dyslipidemia, is higher in the elderly than in young adults. Consistent with the observed energy imbalance where energy expenditure lags behind intake in the elderly, the body mass index increases during aging2. Such exaggerated adiposity negatively influences organ functions throughout the body including skeletal muscle, the largest, mitochondria-rich metabolic organ with crucial roles in activity, thermogenesis, and overall energy homeostasis. Increased intramuscular fat content can adversely influence energy homeostasis, in part attributable to progressive decline in mitochondrial function and ATP production in the skeletal muscle1. A dynamic and reciprocal interplay between mitochondria and aging involves gene regulation for mitochondrial components, mitochondrial dynamics, and reactive oxygen species (ROS)1. More recently, supercomplex (SC) organization of mitochondrial respiratory complexes (MRCs) has been postulated to facilitate electron transfer and gate radical escape3,4, improving ATP production while minimizing oxidative damage. Such MRC architecture has been implicated in aging5, although different studies have documented distinct alterations in MRC SCs in aged tissues6,7. Overall, it is important to understand mitochondrial functional regulation in aging.

The endogenous circadian clock is a fundamental regulatory mechanism for metabolism and aging. Cell-autonomous molecular oscillators contain positive (CLOCK, BMAL1, and RORs) and negative (CRYPTOCHROME1/2, PERIOD1-3, and REV-ERBs) functional components forming transcription–translation loops8. These oscillators regulate metabolism throughout the body9,10. For example, the core clock genes Clock and Bmal1 were found to be essential for skeletal muscle microfilament architecture and force generation; interestingly, significant impairments in mitochondrial volume and respiratory function were observed in these circadian clock-deficient skeletal muscle11. Coincident with metabolic and physiological decline, aging is characterized by circadian dysfunction and attenuation12,13. Whereas expression of the core clock gene appear largely unaffected during aging14, the robustness of clock-regulated gene expression14 and physiological outputs, including suprachiasmatic nucleus (SCN) firing rate, secretion of metabolic regulatory hormones (e.g., cortisol and melatonin), thermogenesis, and sleep architecture, is impaired with age12,15. Moreover, circadian response to entraining cues in both animals and humans was found to be weaker and slower with age16,17. Importantly, circadian disruption in rodents, via genetic mutation or environmental perturbation, can accelerate aging and mortality18,19. For example, Bmal1 knockout mice, known to suffer loss of behavioral rhythmicity and defective energy homeostasis, displayed early aging in multiple organs and shortened lifespan20.

Consistent with a functional role of circadian deterioration during aging12,13, emerging evidence supports a beneficial role of robust circadian rhythms in aging. Long-lived αMUPA transgenic mice sustained high-amplitude circadian rhythms even in older age21 and implantation of young SCN in aged hamsters increased amplitude and improved longevity19. In accordance, anti-aging dietary interventions provide initial clues that circadian enhancement may mediate, at least in part, the beneficial effects against age-related decline14,22,23. For example, whereas the obesogenic high-fat diet (HFD) increases the risk of metabolic disease and early mortality, and leads to dampened circadian gene expression24, time-restriction feeding (TRF), namely limiting daily HFD intake to a circadian time window of 12 h or less, markedly promotes energy expenditure and potentiates circadian gene oscillation in mice25, and decelerates cardiac aging in Drosophila23. The beneficial effects of TRF in Drosophila were found to involve circadian clocks and mitochondrial electron transport chain (ETC) complexes23. Likewise, caloric restriction (CR) has been shown to consolidate feeding within a narrow circadian window and augment circadian gene oscillation and metabolic rhythms including lipid flux14,22,26,27,28.

Various small molecules and/or dietary components (e.g., Resveratrol) have shown promising lifespan-extending effects29,30; however, it is unclear to what extent the clock plays a role in the process. In a complementary approach, a growing number of pharmacological agents have also been identified to directly target circadian clocks or clock components31,32,33. Given the strong correlation between aging and dampened clocks, we are interested in exploiting pharmacological agents to enhance aged clocks34,35. Recently, we identified a natural flavonoid called Nobiletin (NOB) that targets the ROR nuclear receptors in the secondary loop of the oscillator. Consistent with a critical role of RORs in circadian amplitude control, NOB was found to enhance circadian rhythms in cultured cells and mouse tissues, and strongly improved energy homeostasis in metabolic disease model mice36. In this study, we interrogate a potential anti-aging function of NOB in aged mice under both normal and nutritional excess conditions. Our results uncover a key role of this clock-enhancing agent to promote healthy aging under metabolic challenge via a concerted optimization of mitochondrial respiration. Therefore, this study establishes the importance of robust circadian functions for healthspan and illustrates cellular pathways amenable to pharmacological manipulation.


NOB effects in aged mice with regular diet

Our previous study with young mice (2–4 months) revealed that NOB conferred robust metabolic protection against overnutrition, but showed little effect in a normal-fat regular diet (RD) condition36,37. To investigate NOB effects in aging and circadian rhythms, we first fed aged mice (20–22 months old at the beginning of the experiment) with a RD with or without 0.1% NOB for up to 20 weeks, with young (6-month-old) mice as a control. With RD feeding, NOB did not significantly change overall body weight, lean/fat mass, food intake, or respiratory quotient in aged mice (Supplementary Fig. 1a–c), similar to previous results in RD-fed young mice. However, although aged mice (A.RD) showed impaired glucose tolerance compared with young mice (Y.RD), NOB treatment (A.RD.NOB) fully restored glucose tolerance in aged mice (Fig. 1a), illustrating a corrective effect of NOB on glucose homeostasis during aging. Furthermore, in conjunction with a trend for increased heat production (energy expenditure) as measured in metabolic chamber (Supplementary Fig. 1d), NOB increased basal body temperature and cold tolerance in aged mice (Fig. 1b). Furthermore, circadian behavioral assays uncovered that NOB led to a twofold increase in distance run/day on voluntary wheels compared with aged RD-fed mice during the active phase (Fig. 1c). Collectively, although aging diminishes energy expenditure, NOB restored glucose homeostasis and promoted energy expenditure and circadian activity in aged mice.

Fig. 1
figure 1

NOB improved physiological health and survival of aged mice under regular diet. ad Young (Y) or aged (A) mice were fed with regular diet (RD) or regular diet with NOB (RD.N). a Glucose tolerance test and area under curve (AUC) (n = 10, 7, and 8 for Y.RD, A.RD, and A.RD.NOB, respectively). b Core body temperature (upper panel, n = 10) and cold tolerance (lower panel, n = 10, 7, and 5 for Y.RD, A.RD, and A.RD.NOB, respectively); *A.RD vs. A.RD.NOB; #A.RD vs. Y.RD; two-way ANOVA). c Wheel-running activity (WRA) analysis. Representative actograms (upper panels) are shown. Daily activity patterns (lower left, line graph) and daily averages (lower right, bar graph) are shown (ActiView) (n = 10, 5, and 6 for Y.RD, A.RD, and A.RD.NOB, respectively). d Mean sleep bout duration was analyzed with the PIEZO sleep analysis system (n = 9, 6, and 6 for Y.RD, A.RD, and A.RD.NOB, respectively). e Kaplan–Meier (KM) survival curves in 16-month-old mice fed with regular diet with or without 0.1% NOB supplement. Inset: median lifespan comparison. ad *p < 0.05, **p < 0.01, ***p < 0.001, one-way ANOVA. e *p < 0.05, Log-rank and Mann–Whitney U-tests (see Supplementary Fig. 1h). Data are presented as mean ± SEM in bar and line graphs

Next, we investigated several aging markers. Treadmill assays showed no improvement between control and NOB groups (Supplementary Fig. 1e), indicating that although NOB increased voluntary running activity in circadian wheel-running assays, it did not improve forced exercise endurance. Similarly, NOB showed no effects on grip strength in aged mice (Supplementary Fig. 1f). We next conducted piezo noninvasive sleep assays to measure sleep. Although the total amount of sleep was not altered (Supplementary Fig. 1g), the mean sleep bout duration, a measure of sleep consolidation, is strongly elevated to levels seen in young mice (Fig. 1d). Finally, to investigate NOB effects on longevity, we performed survival studies where mice, starting at 16 months of age, were maintained under constant husbandry conditions and not subjected to experimental manipulation. Although NOB showed little effect on maximum lifespan (Fig. 1e), quartile analysis of the survival curves suggests enhancement in median lifespan compared with the control group (Fig. 1e, insert; Supplementary Fig. 1h, Log-rank and Mann–Whitney U-tests, p < 0.05), with NOB-treated mice living more than 1 month longer than control group at 50% death. These results collectively indicate beneficial effects of NOB on healthy aging and midlife survival in normal feeding conditions.

NOB effects in aged mice fed with HFD

Given the robust effects of NOB against nutrient excess in young mice36, we next examined whether NOB can improve energy homeostasis in HFD-fed aged mice. As in young mice, the HF.NOB-fed aged mice showed reduced overall body weight and visceral, subcutaneous, and total fat pad weights relative to HFD-fed controls (Fig. 2a, b and Supplementary Fig. 2a, b), whereas the calorie intake was not significantly changed by NOB (Supplementary Fig. 2c). HF.NOB-fed mice showed improved glucose tolerance compared with the HF group (Fig. 2c), suggesting improved glucose homeostasis. To evaluate NOB effects on lipid homeostasis, serum lipids, including free glycerol, triglyceride (TG), and free fatty acid (FFA), were measured at ZT6 and ZT18 (Zeitgeber Time). Compared with RD, HFD feeding led to marked increases in serum lipids, whereas HF.NOB feeding strongly reversed the HF induction (Fig. 2d).

Fig. 2
figure 2

NOB improved adiposity, glucose homeostasis, and fitness in high-caloric conditions. Aged mice were fed with regular diet (RD), high-fat (HF) diet, or HF diet with NOB (HF.NOB). a End point (after 20–22 weeks of treatment) body weight and b total Visceral (Vis) fat mass (including perigonadal fat, perirenal fat, and mesenteric fat) were measured (n = 20, 16, and 17 for RD, HF, and HF.NOB, respectively). c Glucose tolerance test and area under curve (AUC) (n = 6, 5, and 7 for RD, HF, and HF.NOB, respectively). d Serum lipid homeostasis parameters were measured at indicated time points (n = 7, 4, and 6 for RD, HF, and HF.NOB, respectively). e In vivo heat production and oxygen consumption measured in metabolic chamber. Average values of day, night, and total are shown (n = 9, 10, and 10 for RD, HF, and HF.NOB, respectively). f Core body temperature (n = 6, 4, and 7 for RD, HF, and HF.NOB, respectively). g Cold tolerance test (n = 6, 5, and 7 for RD, HF, and HF.NOB, respectively; *HF vs. RD, †HF vs. HF.NOB, two-way ANOVA). h Hindlimb grip strength test (n = 5, 6, and 8 for RD, HF, and HF.NOB, respectively). i Running distances were measured with treadmill under HF conditions (n = 12, 11, and 12 for RD, HF, and HF.NOB, respectively). j Inflammation markers including TNFα (upper panel) and LBP (lower panel) (ZT6, n = 7, 6, and 7 for RD, HF, and HF.NOB, respectively; ZT18, n = 6, 8, and 7 for RD, HF, and HF.NOB, respectively). Color schemes are the same in all panels: gray, RD; blue, HF; red, HF.NOB. *p < 0.05, **p < 0.01, ***p < 0.001, one-way ANOVA; #p < 0.05, ##p < 0.01, ###p < 0.001, t-test. Data are presented as mean ± SEM in bar and line graphs

We next examined in vivo energy homeostasis by metabolic chamber. The respiratory quotient remained largely unaltered by NOB (Supplementary Fig. 2d). In contrast, although HF reduced heat production relative to RD, NOB treatment strongly increased heat production and oxygen consumption, particularly during the dark/active phase (Fig. 2e and Supplementary Fig. 2e). Likewise, whereas HF feeding reduced core body temperature and cold tolerance compared with RD, NOB fully restored these parameters to normal levels (Fig. 2f, g). In accordance, NOB ameliorated the dramatic increase in brown adipose tissue (BAT) weight in HFD feeding and also upregulated Ucp1 expression (Supplementary Fig. 2f), further indicating a role of NOB against age-related decline in energy expenditure and adaptive thermogenesis. In Piezo sleep assays, NOB did not restore sleep bout duration in HFD feeding compared with RD (Supplementary Fig. 2g). On the other hand, although HFD-fed mice showed much attenuated hindlimb grip strength and exercise tolerance, NOB treatment partially yet significantly rescued these fitness parameters in HF.NOB mice (Fig. 2, i and Supplementary Fig. 2h). Finally, we examined inflammation markers in the serum. NOB significantly ameliorated HF-induced increases in the levels of tumor necrosis factor-α (TNFα) and lipopolysaccharide-binding peptide (LBP) (Fig. 2j), with lesser effects on interleukin (IL)-6 (Supplementary Fig. 2i). Together, these results indicate a robust efficacy of NOB to enhance various healthy aging parameters.

ROR-NOB regulates behavior and muscle gene expression

We next focused on the HFD groups to delineate circadian and physiological bases of NOB effects. In circadian wheel-running behavior assays, HFD-fed aged mice showed significant reduction in wheel activity and increase in free-running period length (Fig. 3a, b and Supplementary Fig. 3a)24 relative to RD-fed control mice. HF.NOB treatment markedly enhanced circadian wheel-running activity levels compared with HF and reversed the period lengthening by HF to a moderate yet statistically significant degree (Fig. 3a, b and Supplementary Fig. 3a). Interestingly, NOB accentuated activity peaks at both dawn and dusk, conferring a crepuscular circadian behavior (Fig. 3b).

Fig. 3
figure 3

NOB enhanced circadian rhythms in skeletal muscle. Aged mice were fed with regular diet (RD), high-fat (HF) diet, or HF diet with NOB (HF.NOB). a Wheel-running activity (WRA) analysis. Representative actograms are shown (n = 4, 6, and 6 for RD, HF, and HF.NOB, respectively). b Circadian wheel-running activity was calculated from a by using the ActiView software (n = 4, 6, and 6 for RD, HF, and HF.NOB, respectively). c Calf muscle mass were measured after 20 weeks of treatment (n = 20, 15, and 15 for RD, HF, and HF.NOB, respectively). d Triglyceride contents in calf muscle (n = 7, 6, and 4 for RD, HF, and HF.NOB, respectively). e Fiber size (n = 3, 4, and 5 for RD, HF, and HF.NOB, respectively). f Expression of Bmal1, Npas2, and Dec1 genes (ZT6, n = 11, 10, and 10 for RD, 10 HF, and 10 HF.NOB, respectively; ZT18, n = 9, 8, and 8 for RD, HF, and HF.NOB, respectively). g Representative BMAL1, RORα, RORγ, and REV-ERBα protein levels and quantification results are shown (n = 3). *p < 0.05, **p < 0.01, ***p < 0.001, one-way ANOVA. Data are presented as mean ± SEM in bar graphs

Given our results here and previously reported36 showing NOB-mediated strong improvement in these muscle-related parameters, we reasoned that the skeletal muscle clock and function may be strengthened by NOB, which in turn contributes to overall fitness in aged mice. We found that calf muscle weight was elevated by HF and partially normalized by HF.NOB when compared with RD (Fig. 3c). We next measured lipid content in skeletal muscle. Both muscle TG measurements and Oil Red O staining showed exaggerated lipid accumulation in calf muscle from HFD-fed mice and reversal by HF.NOB (Fig. 3d and Supplementary Fig. 3b), suggesting muscle weight decrease by NOB was in part attributable to the reduction of fat accumulation. Consistently, muscle fiber size was normalized by NOB (Fig. 3e). As muscle lipid deposition can elicit deleterious consequences including lipotoxicity, blunted energy homeostatic activity, and insulin resistance, these results implicate skeletal muscle as a physiological target for NOB-mediated metabolic enhancement.

Our previous study showed that NOB activates RORs and enhances circadian clock amplitude36. To dissect the circadian mechanism underlying the heathy aging effects, we examined circadian gene expression in skeletal muscle (Fig. 3f and Supplementary Fig. 3c). Interestingly, several ROR target genes, including Bmal1, Npas2, and the clock output gene Dec1, were strongly upregulated in HF.NOB mouse skeletal muscle (Fig. 3f). Expression of Bmal1 and Dec1 was also among the clock genes found to be activated by NOB under the RD feeding condition (Supplementary Fig. 3d). At the protein level, we observed BMAL1 protein induction by NOB (i.e., compare HF and HF.NOB) at both ZT6 and ZT18 (Fig. 3g). RORα and RORγ proteins also showed varying degrees of induction at ZT18, whereas REV-ERBα protein was enriched at ZT6 by NOB treatment. Extending our previous results showing clock gene induction by NOB in the liver36, these data suggest a modulatory role of NOB-RORs in skeletal muscle circadian oscillator.

NOB induces mitochondrial respiration and energy expenditure

We next performed RNA-sequencing (RNA-seq) of skeletal muscle isolated from HF- and HF.NOB-treated aged mice, to delineate the transcriptomic changes. Pathway analysis revealed a strong effect of NOB on mitochondrial functions (Supplementary Fig. 4a). Expression of genes encoding components of MRCs I–V (CI–V) showed a moderate yet near-ubiquitous induction by NOB at ZT6 during the light/inactive phase (HF.NOB/HF; Fig. 4a), with 39% of genes showing >50% induction or more. In addition, a slight induction of a subset of MRC genes was observed in the HFD group at ZT18 relative to RD (Fig. 4a). These results suggest that gene upregulation occurs in the inactive, resting phase prior to food intake and peak mitochondrial respiration during the active phase.

Fig. 4
figure 4

NOB activated mitochondrial OXPHOS gene expression and function. Aged mice were fed with regular diet (RD), high-fat (HF) diet, or HF diet with NOB (HF.NOB). a Heat map of pairwise expression comparison for mitochondrial respiration complex genes from RNA-sequencing analysis (n = 3). The z-score indicates the number of SDs away from the mean of expression. b Expression of two mitochondrial complex V genes known to be targets of RORs were restored by NOB (ZT6, n = 11, 10, and 10 for RD, HF, and HF.NOB, respectively; ZT18, n = 9, 8, and 8 for RD, HF, and HF.NOB, respectively). c Oxygen consumption rate (OCR), ATP-linked OCR, and relative reserve capacity in mitochondria isolated from calf muscle after 20 weeks of treatment. Average and representative assay results are shown (ZT6, n = 5, 4, and 5 for RD, HF, and HF.NOB, respectively; ZT18, n = 4). *p < 0.05, **p < 0.01, ***p < 0.001, one-way ANOVA; #p < 0.05, t-test. Data are presented as mean ± SEM in bar graphs

Comparison of our RNA-seq results with previous chromatin immunoprecipittion sequencing studies38,39 identified several potential clock-regulated genes with E-box (CLOCK/BMAL1-binding site) and RORE (ROR and REV-ERB-binding site) promoter elements. In particular, the CV-related genes Atp5b and Atp5d contain RORE promoter elements bound by both RORα and RORy. In accordance, whereas HF reduced their expression, NOB enhanced it (Fig. 4b). On the other hand, several other genes with only CLOCK/BMAL1 or RORα binding showed no or slight upregulation in response to NOB (Supplementary Fig. 4b). Likewise, under the RD condition, effects of NOB on mitochondrial gene expression were generally modest or insignificant (Supplementary Fig. 4c).

We next performed extracellular flux analysis to investigate mitochondrial bioenergetics. Using pyruvate/malate as substrates, we found that skeletal muscle mitochondria isolated from HF.NOB-fed mice showed recovery of State 3 oxygen consumption rate (OCR) to RD levels, which was reduced by HF at ZT6, and at ZT18 the HF.NOB showed even greater OCR compared with RD (Fig. 4c). ATP-linked OCR, indicating ATP synthesis activity, was induced in HF.NOB relative to HF (Fig. 4c), suggesting NOB enhances ATP production by CV. In addition, reserved respiratory capacity, as measured by State 3U/State 3, was reduced by HF but restored by HF.NOB to RD levels at ZT18 (Fig. 4c). Using succinate/rotenone as substrates, we also observed upregulation of State 3U OCR (Supplementary Fig. 4d), indicating elevated Complex II (CII)-mediated respiration. In contrast, under RD feeding, skeletal muscle mitochondrial respiration was not significantly improved by NOB (Supplementary Fig. 4e). These results indicate a greater effect of NOB on mitochondrial respiration in HF than in RD, consistent with increased in vivo oxygen consumption in the HFD.NOB group (Fig. 2e).

ROR-NOB augments muscle mitochondrial bioenergetics

In addition to ATP production, mitochondrial respiration also produces ROS, which, if not controlled, causes cellular damage during aging. Therefore, we examined mRNA expression levels for anti-oxidative enzymes. With HF feeding, Glutathione peroxidase 1 (Gpx1) and Thioredoxin 2, both localized in the mitochondria and encoded by RORγ target genes, showed reduced levels in HF relative to RD and were enhanced by HF.NOB at ZT6 (Fig. 5a). Thioredoxin 1, mainly localized in the cytosol, and superoxide dismutases (Sod1, Sod2, and Sod3) did not show significant changes in mRNA expression levels (Supplementary Fig. 5a). In comparison, NOB showed overlapping effects on redox gene expression in RD, with significant changes in Gpx1 and Sod1 mRNA levels (Supplementary Fig. 5b).

Fig. 5
figure 5

NOB improved mitochondrial OXPHOS function. a Real-time qPCR analysis revealed enhanced expression of RORE-containing anti-oxidant genes in skeletal muscle from aged mice treated with NOB (ZT6, n = 7, 6, and 6 for RD, HF, and HF.NOB, respectively; ZT18, n = 9, 9, and 7 for RD, HF, and HF.NOB, respectively). bg Effects of NOB in C2C12 cells. b, c NOB-suppressed tert-butyl hydroperoxide (tBHP) induced ROS production (n = 6). d NOB rescued ATP production against tBHP-induced oxidative stress (n = 4). e NOB restored mitochondrial OXPHOS function (PortA; Vehicle or 1 mM tBHP, PortB; 2.5 μg/ml Oligomycin, PortC; 4 μM FCCP, PortD; 2 μM Antimycin A). Representative assay condition (line graph) and Basal OCR after tBHP treatment (left bar graph), ATP-linked OCR (middle bar graph), and maximum respiration capacity (right bar graph) (n = 5) are shown. f NOB effect was attenuated by RORs knockdown (n = 5). g MitoTracker deep red staining of control and ROR-deleted C2C12 cells (n = 3). Two-way ANOVA analysis shows statistically significant differences between treatments and genotypes. *p < 0.05, **p < 0.01, ***p < 0.001, one-way ANOVA; ††p < 0.01, two-way ANOVA; #p < 0.05, ##p < 0.01, ###p < 0.001, t-test. Data are presented as mean ± SEM in bar graphs

To examine NOB’s effect against oxidative stress, we employed C2C12 myotubes, which harbor functional oscillators responsive to NOB (Supplementary Fig. 5c). We treated C2C12 myotubes with the oxidant tert-butyl hydroperoxide (tBHP). ROS production measured by H2DCFDA fluorometric assays in differentiated C2C12 myotubes was significantly suppressed by NOB treatment in a dose-dependent manner (Fig. 5b, c; tBHP and NOB dose responses, respectively). We next examined NOB effect on ATP synthesis under oxidative stress. ATP content in C2C12 cells treated with tBHP was significantly reduced (~50%), yet recovered by NOB treatment in a dose-dependent manner (Fig. 5d). These results indicated that NOB guards against oxidative stress, while maintaining robust ATP production. In accordance, extracellular flux analysis showed that oxidative stress provoked by tBHP impaired basal OCR, ATP-linked OCR, and maximum capacity of mitochondrial respiration, which was reversed by NOB (Fig. 5e).

We next performed CRISPR to generate ROR-deficient C2C12 cells. As shown in Fig. 5f, ATP-linked OCR was enhanced by NOB in wild-type control C2C12 cells, whereas cells deficient in Rora, Rorc, or Rora/c following CRISPR-guided DNA disruption failed to respond to NOB, to induce OCR (compare lanes 2 and 3 for each graph). We next carried out MitoTracker staining to evaluate mitochondrial content. Similar to OCR measurements above, mitochondrial volume was increased in NOB-treated control C2C12 cells, whereas ROR deficiency, individually or combined, abrogated NOB-dependent increase (Fig. 5g and Supplementary Fig. 5d). Together, these functional assays using CRISPR-generated ROR-deficient C2C12 cells established ROR requirement for the observed mitochondrial enhancement by NOB.

Metabolomic landscape in aged skeletal muscle

To interrogate metabolic homeostasis, we conducted unbiased metabolomics using skeletal muscle tissues collected at ZT6 and ZT18. RD samples showed clear segregation from HF and HF.NOB, indicating a strong dietary effect (Supplementary Fig. 6a). However, pairwise comparison between HF and HF.NOB also revealed strong clustering between the two sample groups at both circadian time points (Fig. 6a and Supplementary Fig. 6a), affirming an important modulatory role of NOB in aged muscle metabolism. Consistent with functional results above, we observed prevalent changes in metabolites involved in mitochondrial metabolism. Partial least-squares Discriminant Analysis (PLS-DA) and corresponding Variable Importance in Projection (VIP) analysis, which evaluates and ranks the contribution of metabolites to PLS-DA variance based on the weighted sum of squares for PLS loadings, revealed most robust changes in several tricarboxylic acid (TCA) cycle metabolites (Fig. 6b). Specifically, although several other TCA intermediates showed no clear NOB-dependent changes at either circadian time points (Supplementary Fig. 6b), fumarate and malate showed a trend of decrease at ZT18 in HF relative to RD, and were strongly enriched in HF.NOB (Fig. 6c). In contrast, the preceding TCA metabolite succinate exhibited a striking accumulation at ZT18 in HF and reverted to RD levels by NOB (Fig. 6c). This contrasting pattern suggested a focal regulation on succinate dehydrogenase or CII of the ETC (Fig. 6d and Supplementary Fig. 6c). CII represents the sole point of direct interaction between TCA and ETC. We conducted enzyme-linked immunosorbent assays (ELISAs) to measure CII activity in skeletal muscle mitochondria from aged mice (Fig. 6e). Although HF treatment showed a trend of reducing CII activity relative to RD, HF.NOB significantly elevated the activity levels compared with both RD and HF. This result illustrates a direct effect of NOB on the activity of an MRC complex, consistent with Seahorse analysis showing increased CII-dependent respiration.

Fig. 6
figure 6

NOB regulates TCA and glycolysis flux. Aged skeletal muscle was subjected to unbiased metabolomic analysis. a, b PLS-DA analysis results are 3D plotted for ZT6 and ZT18, and VIP score plotting for overall are shown. Blue and red dots indicate individual HF and HF.NOB-fed mice (ZT6, n = 7 and 8 for HF and HF.NOB, respectively; ZT18, n = 7 and 6 for HF and HF.NOB, respectively). c TCA cycle metabolites in skeletal muscle (ZT6, n = 7, 7, and 8 for RD, HF, and HF.NOB, respectively; ZT18, n = 7, 7, and 6 for RD, HF, and HF.NOB, respectively). d Glycolysis and TCA pathway analysis between HF and HF.NOB in skeletal muscle at ZT18. Red and blue indicate fold change ≥ 1.1 and ≤ 0.9, respectively (n = 7 and 6 for HF and HF.NOB, respectively). e Complex II activity in isolated mitochondria from calf muscle were measured (ZT6, n = 7, 6, and 8 for RD, HF, and HF.NOB, respectively; ZT18, n = 6). f Glycolysis-related metabolites in skeletal muscle (ZT6, n = 7, 7, and 8 for RD, HF, and HF.NOB; ZT18, n = 7, 7, and 6 for RD, HF, and HF.NOB, respectively). g NAD+ /NADH in skeletal muscle (ZT6, n = 7, 7, and 8 for RD, HF, and HF.NOB, respectively; ZT18, n = 7, 7, and 6 for RD, HF, and HF.NOB, respectively). *p < 0.05, **p < 0.01, ***p < 0.001, one-way ANOVA; #p < 0.05, ##p < 0.01, t-test. Data are presented as mean ± SEM in bar graphs. For box-whisker plots, box edges correspond to 25th and 75th percentiles, lines inside the box correspond to 50th percentiles, and whiskers include extreme data points

Levels of pyruvate, the key metabolite connecting glycolysis in the cytosol and TCA, were decreased and increased by NOB at ZT18 and ZT6, respectively (Fig. 6f). In comparison, intracellular glucose levels were only moderately changed by NOB treatment (Fig. 6f), suggesting dynamic changes in other glycolysis intermediates (Supplementary Fig. 6d). NADH is a substrate for mitochondrial respiration and NAD+ is a substrate for glycolysis and an energy indicator important for aging. Whereas the levels of NAD+ and NADH did not show major changes, the NAD+/NADH ratio was reduced in HF at both ZT6 and ZT18, and significantly enhanced by NOB treatment (Fig. 6g), consistent with elevated respiratory activities in HF.NOB than in HF.

NOB modulates MRC architecture

Recent studies have provided interesting insights into the architectural reorganization of MRCs, specifically formation of SCs in mammalian mitochondria mainly composed of Complex I, (NADH:ubiquinone oxidoreductase), Complexes III (III2, cytochrome bc1 complex; ubiquinol cytochrome c oxidoreductase), and Complex IV (cytochrome c oxidase)40. Previously, SC formation was found to increase with aging in rat skeletal muscle6, perhaps functioning as a compensatory mechanism to maintain respiratory function during aging.

We therefore examined MRC architecture and SC formation in aged skeletal muscles under the HF condition where we observed robust NOB effects on mitochondrial respiration. After digitonin extraction, the MRCs and SCs were separated by blue native polyacrylamide gel electrophoresis (BN-PAGE) (Fig. 7a, b) and analyzed by in-gel enzyme activity staining (Fig. 7c) or western blotting (Fig. 7d) with antibodies against subunits of CI, CIII, and CIV. SC1 and SC2 (I1III2 and I1III2IV1, respectively) (Fig. 7b–d) were identified in the gel in good agreement with previously published data41,42,43. SC3 and SC4 contained CI, CIII, and CIV, and are labeled as InIIInIVn. Interestingly, the largest SC5 were found to be devoid of CIV (therefore denoted as InIIIn) and displayed a similar migration pattern with a previously reported SC containing two CI44,45. Whereas HF feeding reduced levels of the SC5 relative to RD and the HF.NOB group showed the highest abundance at ZT6 (Fig. 7b, c). These results suggest a large SC species, perhaps with an enriched CI stoichiometry, is regulated by NOB in a time-dependent manner.

Fig. 7
figure 7

NOB restored mitochondrial supercomplex formation affected by HF feeding. Aged mice were fed with regular diet (RD), high-fat (HF) diet, or HF diet with NOB (HF.NOB). a Mitochondrial OXPHOS supercomplexes (SCs) analyzed by BN-PAGE. Representative BN-PAGE of digitonin-solubilized mitochondria purified from skeletal muscle of RD, HF, and HF-NOB-treated mice is shown. b Upper panel: enlarged view of the box area from a. Lower panel: quantification of SC5 band intensities (ZT6, n = 4, 4, and 3 for RD, HF, and HF.NOB, respectively; ZT18, n = 5, 5, and 4 for RD, HF, and HF.NOB, respectively). c In-gel activity assay with Complex IV and subsequently with Complex I substrates performed as described in Methods. Brown and violet color bands indicate CIV and CI activity, respectively. d Western blot analysis of the respiratory Complexes I, III and IV isolated from skeletal muscle mitochondria in aged mice. Western blotting was performed as described in Methods. Lane 1: antibody to CI subunit 8, pseudo-colored blue; lane 2: antibody to CIII, subunit 2 (QCR2, Cor2), pseudo-colored red; lane 3: antibody to CIV subunit I (Cox1), pseudo-colored green; lane 4: overlay of lanes 2 and 3. Of note, in SC labels, n reflects the number of individual complexes in SCs, not the level of their oligomerization. *p < 0.05, one-way ANOVA. Data are presented as mean ± SEM in bar graphs


In the current study, we show that NOB, an ROR agonist compound, strengthens metabolic fitness and physical activity in normally aged mice. Furthermore, when aged mice were challenged with HF diet, akin to retirees exposed to nutritional excess, NOB exerted profound efficacies to promote healthy aging as evidenced by improved energy expenditure, cold tolerance, exercise endurance, grip strength, and inflammatory markers. Multiple lines of evidence, including RNA-seq, extracellular flux analysis and cellular functional assays, metabolomic profiling, and biochemical characterization of ETC complexes, underscore a concerted optimization of MRC function and architecture in aged skeletal muscle by NOB in the HF feeding condition. In comparison, NOB was effective on a smaller, overlapping set of physiologic parameters in RD-fed aged mice. Of note, in our previous study36 NOB showed essentially no beneficial effects in RD-fed young mice, suggesting the current NOB effects in the RD condition are aging-related. Consistent with a role of RORs and the circadian clock, beneficial effects were dependent on RORs and/or circadian timing. Together, our study demonstrates that pharmacological circadian manipulation can coordinately promote healthy aging.

Aging-related energy imbalance is accompanied by attenuation of circadian rhythms at physiological and behavioral levels. Our study highlights the importance of robust energy expenditure during aging. NOB was previously reported to activate RORs, to enhance circadian oscillation and protect against metabolic disorders36,37,46. Notably, NOB was able to elevate energy expenditure in both diet-induced obese mice and db/db diabetic mice36, an efficacy that requires a functional circadian clock. Here we observed NOB-dependent increase in energy expenditure in aged mice, particularly under HF conditions. As a result, a broad array of heathy aging markers were strongly improved in aged mice fed with HF.NOB. These findings suggest that a key output function of circadian potentiation may entail the enhancement of energy expenditure, a notion consistent with previous time-restricted dietary intervention studies13,25.

This study highlights skeletal muscle mitochondria as a pivotal target for circadian enhancement of energy expenditure. Skeletal muscle is the major site of glucose and lipid uptake where the clock has been shown to regulate glucose metabolism, mitochondrial function, and muscle physiology10,11,47,48. Here we showed strong effects of NOB on ROR-targeted circadian gene expression and revealed improved core body temperature, energy expenditure, as well as exercise endurance. These effects are consistent with an important role of RORs in metabolic regulation in skeletal muscle47,49. RNA-seq analysis of skeletal muscle transcription unveiled a prevalent induction of MRC gene expression at ZT6 by NOB, likely in preparation for the beginning of dark phase when a surge of food intake and metabolic activities will commence. Our analyses revealed comprehensive enhancement of mitochondrial function in skeletal muscle, including enhanced mitochondrial content and ATP production coupled with decreased ROS production. Biochemical and metabolomic studies further revealed optimized activity of MRCs. Both elevated CII (succinate dehydrogenase) activity and enrichment of SC5 (InIIIn) could conceivably transfer electrons to CIII more efficiently. Although not a full respirasome, SC5 is expected to functionally cooperate with free CIV for efficient electron transfer40. Association of CI and CIII is also expected to stabilize CI and diminish oxidative stress, particularly with CI and CIII as the main sites of ROS production50,51. Of note, whereas most characterized SCs contain only one copy of CI, SC5 showed similar migratory behaviors with large SCs with I2 stoichiometry44. Our finding of this partial respirasome in skeletal muscle that is regulated by aging, diet, and a clock-modulating compound may provide a physiological context to determine the functional significance of SCs containing multiple CI (In) in future studies. Finally, although it was previously demonstrated that the C57BL/6 mouse strain expresses a truncated isoform of the assembly protein SCAF1/COX7A2L52, our results are consistent with the reported normal assembly of the SCs composed of CI, CIII, and CIV, or CI and CIII in the heart and skeletal muscle of these mice3,42,43. Although the underlying mechanisms will require further study, our results together indicate a focal activation of mitochondrial respiration by NOB to decelerate metabolic aging.

NOB was previously shown to activate RORs and enhance circadian amplitude in vitro (PER2::LUC reporter) and in vivo (wheel-running behavior and clock gene expression in HF liver)36. The current study showed upregulation of ROR target genes involved in circadian rhythm, mitochondrial ETC and ROS scavenging, especially under the HF feeding condition. Further, several aspects of mitochondrial enhancement by NOB were found to require RORs in CRISPR experiments. In conjunction with our previous detailed molecular characterization36, these results support a pivotal role of RORs to mediate the circadian effects of NOB. Ongoing studies in our lab using conditional Ror knockout mice will provide further in vivo functional insight into the NOB-ROR axis. The exact regulatory pathways emanating from and governed by the ROR-NOB axis in aging also remain to be elucidated. Specifically, how does activation in the core oscillator via RORs propagate to physiological improvement and healthy aging? Earlier studies reported dysregulation of clock gene expression in peripheral metabolic tissues15,17,53, whereas strong circadian gene oscillation appeared to be maintained in central clock neurons17,53. More recent transcriptomic studies provide evidence that the core circadian gene expression was not significantly affected in peripheral tissues14, suggesting signal transduction or amplification renders clock-controlled downstream pathways dysfunctional during aging. A number of metabolic pathways are known to be regulated by circadian clocks and play key roles in aging. For example, CR involves several nutrient-sensing pathways including AMPK, AKT, and mTORC1, all of which have been reported to functionally interact with the clock29,54. Our metabolomic studies showed a NOB-dependent increase in the NAD+/NADH ratio in aged skeletal muscle. The NAD+-dependent deacetylase Sirtuin (SIRT) proteins play important roles at the interface of energy homeostasis, clock and aging30. Mammals express seven SIRT proteins (SIRT1–7), several of which have been implicated in circadian regulation of metabolism55,56.

The robust healthy aging effects described herein provide a strong rationale for a more rigorous test of lifespan effects in future studies. Modeling after the gold standard established by the National Institute on Aging (NIA) Intervention Testing Program57,58,59, future survival studies should take into account various factors including sex, genetic background, starting age, a predetermined sample size, diet composition, and dose. In the current study, we reported a pilot survival experiment using aged male mice fed with normal diets with or without NOB, starting at 16 months of age. The results showed a possible median lifespan extension with no effects on the maximum lifespan. This result, although somewhat surprising, is reminiscent of several recent dietary intervention studies where strong health benefits do not translate into maximum lifespan extension60,61,62. The reason for this uncoupling is unclear, but it has been postulated that dietary treatment may have age- or treatment duration-dependent effects61. For example, 4-day fasting-mimicking diet cycles were found to be beneficial in mid-age and old mice (16–26 months), but not in very old (>26.5 months) mice60. Likewise, in human studies, protein restriction has been shown to be protective against mortality in 65 years and younger, but not 66 years and older, subjects63. A comprehensive survival study in the future will be highly informative to address this emerging issue.

In conclusion, we demonstrate a potent efficacy of an ROR agonist, NOB, to promote circadian metabolism and healthy aging against metabolic challenge in mice, and functional and mechanistic studies revealed MRC activity and architecture in skeletal muscle as a nodal target of the NOB-ROR axis. Our study thus unveils a promising pharmacological strategy at the interface of circadian clock, metabolic fitness, and healthy aging.


Animal studies

For animal studies, except the longevity experiment, 20- to 22-month-old male C57BL/6 mice from aged mouse colony at the NIA and 10-week-old male C57BL/6 mice from the Jackson Laboratory (#000664) were used as aged and young mice, respectively. After 1 week of acclimation, animals were divided to different diet groups. In the HFD feeding experiments, HF and HF.NOB were purchased from Research Diets (D12492 and D14081401, 0.1% NOB). The control regular-fat diet was Purina 5053 (Pico Lab). In the RD feeding experiments, regular-fat diets equivalent with Purina 5053 in macronutrients were purchased from Research Diets for both RD and RD.NOB (D08112304 and D14081401, 0.1% NOB). Phenotyping comparison showed no significant difference in physiological parameters tested in aged mice fed with the two RD diets (Purina 5053 and D08112304). NOB was obtained from commercial sources (GenDEPOT and Selleck Chem.). Body weight was monitored weekly by 12 weeks of treatment. All other metabolic, physiological, and behavioral assays were performed after a minimum of 8 weeks of treatment. Caloric intake was measured at ZT0 and ZT12 for 1 week and daily caloric intake was derived. Core body temperature was measured by using a rectum probe (ThermoWorks). For cold tolerance test, the initial body temperature was measured before the mice were transferred to 4 °C. Core body temperature was measured every hour by using a rectum probe (ThermoWorks). End-point body weight and tissue weights were measured after 20–22 weeks of treatment. Calf muscle used throughout this study refers to mixed type gastrocnemius and soleus muscles. All animal studies were approved by UTHealth Center for Laboratory Animal Medicine and Care (CLAMC) and were conducted in compliance with CLAMC-designated guidelines. The mouse facility is specific-pathogen free and is tested with sentinel mice monthly.

C2C12 cell culture, differentiation, and CRISPR

C2C12 myoblast cells (ATCC, CRL-1772) were maintained in Dulbecco’s modified Eagle medium (DMEM) with 10% fetal bovine serum and penicillin/streptomycin until 80–90% confluence. For differentiation, cells were incubated in differentiation media (DM; DMEM containing 2% horse serum and penicillin/streptomycin). DM was changed daily until cells were fully differentiated (around day 5). To generate Rora, Rorc, and Rorac CRISPR cell lines, the sense and antisense guide RNAs were designed using the program (Supplementary Table 1) and cloned into the BsmB1 site of the GeCKO vector64. To examine clock gene expression, C2C12 cells were differentiated in DM until day 3. Cells were treated with 100 nM of Dexamethasone for 1.5 h for synchronization. After release (CT0), cells were treated with dimethyl sulfoxide or 20 µM NOB, and collected and lysed in TRIzol reagent every 4 h. Samples were stored in −80 °C before quantitative PCR (qPCR) analysis.

Glucose tolerance test

Glucose tolerance test was conducted as follows36,37. After overnight fasting, animals were weighed prior to glucose injection (1 mg/kg body weight). Blood glucose was measured at 0, 15, 30, 60, and 120 min after glucose challenge.

Serum content assays

Mouse serum samples were collected at the indicated circadian times (ZT6 and ZT18). Serum-free glycerol and TG were measured by colorimetric assays (Sigma). Serum FFAs were measured by colorimetric assays (BioVision). ELISA tests were performed to measure serum inflammation markers including LBP (LSBio), IL-6, and TNFα (Thermo Fisher).

Circadian activity and period measurement

Circadian activity and periods were recorded by VitalView circadian chamber system and analyzed by the ActiView software (Starr Life Sciences). Wheel-running activity was quantified as an average of 7-day data collection.

Muscle fatigue test

Muscular endurance test was performed by using a motorized treadmill (Treadmill Simplex II, Columbus Instruments) with 5% incline. Mice were acclimated for 4 days followed by 7 days of recovery. After recovery, mice were placed on the treadmill with the speed of 6 m/min. The running speed were increased every 5 min with 1 m/min until the mice showed fatigue defined by an inability to return to the treadmill or staying on the electrical shock grids for 10 s.

Grip strength test

Grip strength test was performed by using a BIO-GS3 Grip Test instrument (Bioseb). Each animal was subjected to five trials each for forelimb and hindlimb, and average values were calculated.

Noninvasive piezoelectric transducer sleep/wake recording

Sleep/wake recording was done by using a noninvasive piezoelectric transducer sleep/wake recording system (Signal Solutions, Inc.). Briefly, animals were single-housed in the Piezo system with free access for food and water under 12:12 light:dark cycles. The initial 48 h acclimation period was followed by actual data recording for 3 days.


Total RNA was extracted from frozen calf muscle by applying TRizol method (Invitrogen). Two micrograms of extracted RNA was used for Illumina RNA-seq analysis. RNA-seq data were aligned to mouse reference genome (mm10) using Tophat2 v2.0.1265. The abundance of genes was quantified by Cufflinks v2.2.166.

Real-time qPCR

Total RNA was extracted from frozen calf muscle by applying TRizol method (Invitrogen). Two micrograms of extracted RNA were used for cDNA synthesis. Gene expression was analyzed by using Mx3000p (Agilent technologies). Primer sequences are listed in the Supplementary Information (Supplementary Table 2).

Histological and cytological staining

Isolated calf muscles were fixed in 10% formalin overnight at 4 °C followed by replacement with 70% EtOH and maintaining at 4 °C minimum overnight. Tissues were processed with paraffin embedding, sectioning, and placed on slides. Dewaxed sections were processed with regular hematoxylin and eosin staining. For Oil red O staining, isolated calf muscle was snap frozen in liquid nitrogen and then stored in −80 °C. Tissues were embedded in OTC compound and sectioned with Cryostat in 12 μm thickness and placed on slides. Sections on slides were rounded with liquid blocker pen. Sections were covered with Oil red O solution and incubated at room temperature for 10 min. Then slides were rinsed with running tap water for 30 min. Sections were captured as bright-field images with a light microscope. MitoTracker deep red staining (Thermo Fisher) was performed based on the manufacturer’s protocol.

Metabolomic analysis

Isolated calf muscle tissue was flash frozen in liquid nitrogen and stored at −80 °C until analysis. Prior to liquid chomatography analysis, samples were placed on ice and suspended with methanol:acetonitrile:water (5:3:2, v-v) to a concentration of 30 mg/ml. Glass beads (GB10, Next Advance, Troy, NY, USA) were added to each tube and placed into a Bullet Blender (Next Advance, Troy, NY, USA) at setting 3 for 5 min at 4 °C to homogenize tissue. Suspensions were then vortexed continuously for 30 min at 4 °C. Insoluble material was removed by centrifugation at 10,000 × g for 10 min at 4 °C and supernatants were isolated for metabolomics analysis by UHPLC-MS analysis67. Acquired data were then converted from.raw to.mzXML file format using Mass Matrix (Cleveland, OH, USA). Samples were analyzed in randomized order with a technical mixture injected after every 15 samples to qualify instrument performance. Metabolite assignments, isotopologue distributions, and correction for expected natural abundances of deuterium, 13C, and 15N isotopes were performed using MAVEN (Princeton, NJ, USA)68. Graphs, heat maps, and statistical analyses (either T-test or analysis of variance (ANOVA)), metabolic pathway analysis, PLS-DA, and hierarchical clustering was performed using the MetaboAnalyst 3.0 package ( Hierarchical clustering analysis was also performed through the software GENE-E (Broad Institute, Cambridge, MA, USA). XY graphs were plotted through GraphPad Prism 5.0 (GraphPad Software, Inc., La Jolla, CA, USA). See Supplementary Methods for additional details.

Mitochondria isolation and biochemical analyses

Mitochondrial fractions were isolated from fresh calf muscle by the Potter–Elvehjem method. Purified mitochondria were solubilized in digitonin according to the procedure69 with minor modifications. To extract the respiratory SCs, mitochondria purified from the muscle tissue were solubilized by mild detergent digitonin (8 g/g of protein)7. After digitonin extraction, the respiratory chain complexes and SCs were separated by BN-PAGE and subjected to in-gel enzyme activity staining or western blot analysis with antibodies against subunits of Complexes I, III, and IV. Positions of Complex V (F0F1 ATPase) and its dimer (V2) were also identified by in-gel enzyme activity staining41. Mitochondrial lysates were subjected to BN-PAGE in a 3–12% acrylamide gradient gel in Bis-Tris buffer (Invitrogen) according to manufacturer’s instructions. After electrophoresis, gels were either stained with Imperial stain (Thermo Fisher Scientific) and Bio-Safe Coomassie G-250 (Bio-Rad) or used for western blotting analysis. For CI and CIV in-gel activity staining, mitochondrial lysates were subjected to BN-PAGE41. See Supplementary Methods for additional details.

Seahorse mitochondrial OCR analysis

Isolated mitochondria were applied to Seahorse Bioanalyzer to determine bioenergetic flux. For Rora and Rorc individual and double knockdown (RoraKD, RorcKD, and RoracKD) C2C12 cells, cells were seeded on a V7 assay plate and maintained for 24 h. Cells were then pre-treated with 20 µM NOB in culture media for 24 h. See Supplementary Information for additional details.

Western blotting

Western blotting for circadian proteins was performed using established methods37. Western blotting for the detection of the respiratory complexes CI, CIII, and CIV after BN-PAGE was performed using established methods69. See Supplementary Methods for details and Supplementary Fig. 7 for uncropped images.

ROS detection

Differentiated C2C12 cells (DM5) were pre-treated with or without NOB and incubated for 24 h followed by various concentration of tBHP treatment in serum-free media for 2 h. After treatment, cells were treated with 20 μM H2DCFDA with 0.5 µg/ml Hoechst 33342 and further incubated for 30 min. Cells were rinsed and further incubated for 10 min for cells recovery. Finally, cells were rinsed with ice-cold phosphate-buffered saline (PBS) once and fluorescence were measured in PBS [DCF; ex: 485/em: 530 nm, Hoechst 33342; ex: 350/em:461].

ATP contents measurement

We measured ATP content in tissue or culture cells by using an established protocol as follows70. In brief, C2C12 cells (DM5) were pre-treated with or without NOB and incubated for 24 h followed by various concentration of tBHP treatment in serum-free media for 1 h. C2C12 cells were lysed in 1.0 mL of ice-cold phenol-TE after treatment. Two hundred microliters of chloroform and 150 µL of de-ionized water were added. The homogenate was thoroughly shaken for 20 s and centrifuged at 10,000 × g for 5 min at 4 °C. Transfer supernatant onto new tubes on ice. ATP contents were measured with ATP determination kit (Molecular Probes, Inc., Eugene,OR).

Mouse longevity study

Male mice (16-month-old) were obtained from the NIA rodent colony. Following 1 week of acclimation, mouse diets were replaced with the indicated diets, including RD and RD with 0.1% NOB supplement (RD.NOB, Research Diets) and monitor until death without experimental manipulation. Data were analyzed by the Kaplan–Meier method.

Quantification and statistical analysis

Results are presented as mean ± SEM unless otherwise stated. All n numbers refer to biologically independent samples. Data were analyzed using Student’s t-test, one-way ANOVA followed by post-hoc analysis using Dunnett’s multiple comparison test or two-way ANOVA followed by post-hoc analysis using Bonferroni test as appropriate. For survival curve, we conducted Log-rank test and Mann–Whitney U-test. A value of p < 0.05 was considered statistically significant.

Reporting summary

Further information on research design is available in the Nature Research Reporting Summary linked to this article.