Although the impacts of macronutrients and the circadian clock on obesity have been reported, the interactions between macronutrient distribution and circadian genes are unclear. The aim of this study was to explore macronutrient intake patterns in the Korean population and associations between the patterns and circadian gene variants and obesity. After applying the criteria, 5343 subjects (51.6% male, mean age 49.4 ± 7.3 years) from the Korean Genome and Epidemiology Study data and nine variants in seven circadian genes were analyzed. We defined macronutrient intake patterns by tertiles of the fat to carbohydrate ratio (FC). The very low FC (VLFC) was associated with a higher risk of obesity than the optimal FC (OFC). After stratification by the genotypes of nine variants, the obesity risk according to the patterns differed by the variants. In the female VLFC, the major homozygous allele of CLOCK rs11932595 and CRY1 rs3741892 had a higher abdominal obesity risk than those in the OFC. The GG genotype of PER2 rs2304672 in the VLFC showed greater risks for obesity and abdominal obesity. In conclusion, these findings suggest that macronutrient intake patterns were associated with obesity susceptibility, and the associations were different depending on the circadian clock genotypes of the CLOCK, PER2, and CRY1 loci.

The regulation of the circadian clock plays an important role in influencing physiological conditions. While it is reported that the timing and quantity of energy intake impact circadian regulation, the underlying mechanisms remain unclear. This study investigated the impact of dietary protein intake on peripheral clocks. Firstly, transcriptomic analysis was conducted to investigate molecular targets of low-protein intake. Secondly, mPer2::Luc knock-in mice, fed with either a low-protein, normal, or high-protein diet for 6 weeks, were analyzed for the oscillation of PER2 expression in peripheral tissues and for the expression profiles of circadian and metabolic genes. Lastly, the candidate pathway identified by the in vivo analysis was validated using AML12 cells. As a result, using transcriptomic analysis, we found that the low-protein diet hardly altered the circadian rhythm in the central clock. In animal experiments, expression levels and period lengths of PER2 were different in peripheral tissues depending on dietary protein intake; moreover, mRNA levels of clock-controlled genes and endoplasmic reticulum (ER) stress genes were affected by dietary protein intake. Induction of ER stress in AML12 cells caused an increased amplitude of Clock and Bmal1 and an advanced peak phase of Per2. This result shows that the intake of different dietary protein ratios causes an alteration of the circadian rhythm, especially in the peripheral clock of mice. Dietary protein intake modifies the oscillation of ER stress genes, which may play key roles in the regulation of the circadian clock.

Metabolic syndrome is associated with an increased risk of diabetes, cardiovascular disease, and all-cause mortality. Some evidence suggests that the cardiometabolic health benefits of protein intake may vary by the source (animal or plant); however, the evidence is inconsistent. This study aimed to assess the risk of developing metabolic syndrome according to the protein source. Among a total of 3,310 participants aged 40 years or older in the Ansan and Ansung population based prospective cohort, 1,543 incident cases of metabolic syndrome were identified between 2007 and 2018. Dietary intake was assessed using a validated food frequency questionnaire. Cox proportional hazards models were used to estimate the hazard ratios (HRs) and 95% confidence intervals (CIs) by quintile (Q), adjusting for demographics and health-related lifestyle factors. Higher intake of animal protein (HR_{quintile5 (Q5) vs quintile1 (Q1)} [95% CIs]: 0.76 [0.59-0.96], P-trend ≤ 0.0307) and a higher relative intake of animal protein (HR_{Q5 vs.Q1}: 0.78 [0.64-0.95], P-trend ≤ 0.0017) were associated with a significantly decreased risk of developing metabolic syndrome. In subgroup analyses, associations between the risk of metabolic syndrome and the relative intake of animal and plant protein differed according to whether the total protein intake was within the recommended nutrient intake (RNI). Specifically, significant associations were observed only among those with a total protein consumption below the RNI (HR_{Q5vs Q1} [95% CIs]: 0.72 [0.56-0.93] for the relative intake of animal protein), but not among those consuming above the RNI. This association was more significant in women than in men. A higher absolute and relative intake of animal protein were associated with a significantly decreased risk of metabolic syndrome, particularly among those who consumed less than the RNI of protein.

Supplementation of nicotinamide adenine dinucleotide (NAD) precursors has been investigated for its potential to counteract age-related physiological decline. While decreased NAD⁺ level is associated with conditions such as obesity and dyslipidemia, few studies have explored its metabolic impact in relatively young animals. Here, we hypothesized that nicotinamide mononucleotide (NMN) could alleviate high-fat diet-induced metabolic stress in young mice and sought to elucidate the underlying mechanisms. We first conducted a secondary analysis of hepatic transcriptome datasets from multiple NMN intervention studies to identify target pathways. Next, 11-week-old lean and obese C57BL/6N mice administrated NMN (500 mg/kg/day) for 1 mon were analyzed for metabolic parameters and gene expression for the target pathways. In vitro study using AML12 cell line was then conducted to confirm the effects of NMN. Additionally, transcriptomic data from liver-specific nicotinamide phosphoribosyltransferase (NAMPT)-deficient mice were analyzed to examine the relationship between NAD⁺ metabolism, endoplasmic reticulum (ER) stress, and circadian rhythm. The secondary analysis of hepatic transcriptome datasets revealed potential target pathways related to circadian regulation and hepatic ER stress. In mouse study, short-term NMN administration significantly decreased body weight and fat mass. NMN also alleviated hepatic ER stress response in vivo and in vitro. Additional analysis revealed that the mice with diet-induced metabolic stress or NAMPT deficiency led to phase shifts of the hepatic circadian core clock oscillation by advancing the peak time, while time-restricted feeding shifted the opposite, indicating the metabolic regulation of the circadian phase. Short-term NMN administration effectively attenuated obese condition in young mice and mitigated hepatic ER stress. The altered ER stress was regulated by NAMPT, potentially through the phase shift of the hepatic circadian rhythm.