Next Article in Journal
Celiac Disease: A Forty-Year Analysis in an Italian Referral Center
Previous Article in Journal
The Effects of Different Dietary Patterns on Bone Health
Previous Article in Special Issue
Oyster Peptides Ameliorate Dextran Sulfate Sodium-Induced Ulcerative Colitis via Modulating the Gut Microbiota and Inhibiting the TLR4/NF-κB Pathway
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Milk Fat Globule Membrane-Containing Protein Powder Promotes Fitness in Caenorhabditis elegans

The Molecular and Integrative Biosciences Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, 00790 Helsinki, Finland
*
Author to whom correspondence should be addressed.
Nutrients 2024, 16(14), 2290; https://doi.org/10.3390/nu16142290 (registering DOI)
Submission received: 24 June 2024 / Revised: 10 July 2024 / Accepted: 15 July 2024 / Published: 17 July 2024

Abstract

:
Milk-derived peptides and milk fat globule membrane (MFGM) have gained interest as health-promoting food ingredients. However, the mechanisms by which these nutraceuticals modulate the function of biological systems often remain unclear. We utilized Caenorhabditis elegans to elucidate how MFGM-containing protein powder (MProPow), previously used in a clinical trial, affect the physiology of this model organism. Our results demonstrate that MProPow does not affect lifespan but promotes the fitness of the animals. Surprisingly, gene expression analysis revealed that MProPow decreases the expression of genes functioning on innate immunity, which also translates into reduced survival on pathogenic bacteria. One of the innate immunity-associated genes showing reduced expression upon MProPow supplementation is cpr-3, the homolog of human cathepsin B. Interestingly, knockdown of cpr-3 enhances fitness, but not in MProPow-treated animals, suggesting that MProPow contributes to fitness by downregulating the expression of this gene. In summary, this research highlights the value of C. elegans in testing the biological activity of food supplements and nutraceuticals. Furthermore, this study should encourage investigations into whether milk-derived peptides and MFGM mediate their beneficial effects through the modulation of cathepsin B expression in humans.

Graphical Abstract

1. Introduction

In addition to exercise, nutrition plays a central role in maintaining health and fitness, which is crucial for both societal welfare and individual well-being. Therefore, food supplements and nutraceuticals have become increasingly popular for complementing the diet. These products have the potential to fill nutritional gaps and thereby prevent chronic diseases by providing essential vitamins, minerals, and other bioactive compounds [1]. Milk-derived bioactive peptides, which are naturally present in milk or can be generated through the hydrolysis of native proteins, have garnered attention due to their diverse health benefits and potential applications in functional foods, dietary supplements, and pharmaceuticals. For example, these peptides have been shown to promote cardiovascular health, possess immunomodulatory properties, and improve metabolic health [2,3]. In addition to milk-derived peptides, the milk fat globule membrane (MFGM) is another bioactive component found in milk. MFGM, which encloses milk fat in globules, has a complex trilayer structure mainly composed of polar lipids, cholesterol, various proteins, and glycoproteins [4]. MFGM is recognized for its potential health benefits, especially in infants, as it promotes the maturation of the gut and the immune system and boosts cognitive development [5,6]. Studies conducted on older subjects have found that MFGM-enriched milk improves episodic memory [7], while MFGM supplementation combined with exercise may be beneficial in improving walking speed and other walking parameters, such as step length [8].
Recently, a study reported how protein powder (with partially hydrolyzed protein) and a daily snack rich in both milk-derived peptides and MFGM affect the physical performance of older women [9]. This study found that these dietary interventions improved physical performance based on the Short Physical Performance Battery score [9]. Building on this study, we utilized the widely used model organism, Caenorhabditis elegans, to further investigate the effects of MFGM-containing protein powders on a multicellular organism. Due to its small size, ease of culture, and short life span, C. elegans is an excellent model to study how different interventions affect an organism’s physiology throughout its life cycle. Notably, despite being a 1 mm long nematode, at least 83% of the C. elegans proteome has human homologous genes [10]. Moreover, as C. elegans conserves the key signaling pathways regulating health and lifespan across eukaryotes, it is an emerging model in food and nutrition research, as well as in drug discovery [11,12]. By using this model organism, our aim was to investigate whether MFGM-containing protein powders have an effect on fitness or lifespan, and if so, elucidate the underlying mechanism.

2. Materials and Methods

2.1. MFGM-Containing Protein Powder (MProPow)

This study used two MFGM-containing protein powders (MProPows: MProPow1 and MproPow2), which were made with the same recipe but are from two independent batches. The production of MProPow has been described earlier [9]. Shortly, lactose-free, protein-hydrolyzed butter milk powder was produced from ultrafiltered lactose-free buttermilk concentrate. A part of monosaccharides was removed by ultrafiltration, and proteins and residual fats were concentrated. After ultrafiltration, proteins were partially hydrolyzed by enzymatic hydrolysis. The lactose content of the final protein concentrate was <0.01%. Protein hydrolysis was undertaken according to patent EP 2632277B1 [13] and as described previously [14]. As stated previously, the degree of hydrolysis of the proteins was controlled so that the ratio of free tyrosine to total protein was 6.3 mg per gram, respectively [14]. Nutritional content of MProPow is listed in Table 1. For experiments in this study, MProPows were mixed with water to achieve a final concentration of 1 mg/mL. Notably, MProPows are not fully soluble in water. Therefore, to increase their solubility, they were ground with a plastic pestle in 500 µL of water in a 1.5 mL Eppendorf tube before diluting them to a concentration of 1 mg/mL. MProPow solutions were spread on agar plates (200 µL on a 3 cm plate, 1 mL on a 6 cm plate, and 2 mL on a 10 cm plate). Water was used as a control in all experiments. After the plates dried, they were seeded with bacteria.

2.2. C. elegans Maintenance

The C. elegans N2 (Bristol) strain was used in all experiments. C. elegans were maintained on NGM plates (peptone, P4963, Merck, Darmstadt, Germany); agar, A4550, Merck; NaCl, 746398, Merck). Except for PA14 assay and cpr-3 RNAi experiments, animals were kept on E. coli OP50 or E. coli HT115 carrying the empty vector (EV, control vector for RNAi). When using the HT115 (EV), bacterial culture was prepared according to the RNAi protocol described earlier (including the supplementation of IPTG) [15]. Unless otherwise mentioned, all experiments were performed at 20 °C.

2.3. Lifespan Analyses

Lifespan experiments were performed on E. coli OP50 or E. coli HT115 carrying an empty vector (EV). Lifespan experiments were initiated by allowing gravid hermaphrodites (P0 generation) to lay eggs on 6 cm NGM agar plates, and the F1 generation was scored for lifespan. Alternatively, animals were bleached and allowed to hatch overnight in M9 before plating L1 larvae onto 6 cm NGM agar plates. These two alternative methods to initiate lifespan did not affect the conclusions drawn from the experiments. At the L4 larval stage, animals were transferred to 3 cm NGM agar plates containing 5-Fluorouracil (5-FU) (10 µM) (Merck, #F6627) to prevent progeny production. Animals with an exploded vulva or that crawled off the plate were censored. Animals were counted as dead if there was no movement after being poked with a platinum wire. Lifespans were checked every 1–3 days. Animals were maintained on MProPow-containing plates throughout the entire experiment. Mean lifespan ± standard error (SE) is reported in the Supplementary Materials File S1, Table S1.

2.4. Motility Measurement

Animals were synchronized by bleaching and plated as L1 larvae on 10 cm NGM agar plates seeded with E. coli OP50 or E. coli HT115 (EV), which were kept at 20 °C. At the L4 larval stage, animals were transferred to 10 cm NGM agar plates containing 5-FU (10 µM) (Merck, #F6627) to prevent progeny production. Motility was measured on days 2 and 4 of adulthood. Animals were transferred to new plates after day 2 of adulthood. For motility measurement, 10 animals were picked in a single well of a 96-well plate containing 100 µL of M9 solution. In a single experiment, 22–24 wells were used for each condition. Motility was measured for two hours using WMicrotracker machine (InVivo Biosystems, Eugene, OR, USA) with preset configurations.

2.5. RNA Sequencing

Animals were synchronized by bleaching and plated as L1 larvae on control or protein powder 2-containing 10 cm NGM agar plates seeded with E. coli OP50. At the L4 larval stage, animals were transferred to 10 cm NGM agar plates containing 5-FU (10 µM) (Merck, #F6627) to prevent progeny production. Animals were collected on day 2 of adulthood (three biological replicates for both strains) and frozen in liquid nitrogen. Total RNA was extracted with TRIzol Reagent (ThermoFisher Scientific, Waltham, MA, USA), #15596018). Samples were sent to Novogene for library construction, quality control, sequencing, and data analysis. In short, mRNA was purified from total RNA using poly-T oligo-attached magnetic beads. After the fragmentation, the first strand cDNA was synthesized using random hexamer primers, followed by the second strand cDNA synthesis. The library preparations were sequenced on an Illumina platform. Paired-end clean reads were mapped to the reference genome using HISAT2 software (version 2.0.5) [16]. FeatureCounts [17] was used to count the read numbers mapped of each gene. Differential expression analysis between two conditions (three biological replicates per condition) was performed using DESeq2 [18]. Genes with p-value < 0.05 and log2FoldChange > 0 found by DESeq2 were assigned as differentially expressed. Differentially expressed genes can be found from Supplementary Materials File S2. GO enrichment analysis was performed using clusterProfiler [19]. The RNA-seq data are available in the Gene Expression Omnibus (GEO) database repository (GSE270138).

2.6. Quantitative RT-PCR (qRT-PCR)

Animals were synchronized by bleaching and plated as L1 larvae on 10 cm NGM agar plates. Plates were kept at 20 °C. Animals were collected at the L4 larval stage or on day 2 of adulthood and frozen in liquid nitrogen. Animals that were collected on day 2 of adulthood were transferred to plates containing 5-FU (10 µM) (Merck, #F6627) at the L4 larval stage to prevent progeny production. TRIzol Reagent (ThermoFisher Scientific, #15596018) was used to extract RNA. cDNA synthesis was performed with the QuantiTect Reverse Transcription Kit (Qiagen, Hilden, Germany), #205313), and qRT-PCR reactions were run with the HOT FIREPol SolisGreen qPCR Mix reagent (Solis BioDyne, Tartu, Estonia), #08-46-00001) using the CFX384 or CFX Opus 384 machine (Bio-Rad, Hercules, CA, USA). qRT-PCR data were normalized to the expression of cdc-42 and pmp-3. qRT-PCR oligos used in this study are provided in Supplementary Materials File S1, Table S2. qRT-PCR experiments were performed with three biological replicates, with three technical replicates for each biological replicate. All qRT-PCR experiments were performed at least twice.

2.7. Pseudomonas aeruginosa Assay

Pseudomonas aeruginosa assays were performed as described earlier [20] with minor modifications. A total volume of 200 μL of MProPow solutions (1 mg/mL) was added to 3 cm NG plates with 10 µM 5-FU (Merck, #F6627). After the plates had dried, they were seeded with 3 µL of an overnight-grown Pseudomonas aeruginosa (PA14) suspension and incubated at 37 °C for 24 h. A total volume of 20 µL of 2% SDS was added to the edges of the plate to prevent the escape of the animals. C. elegans were grown on 6 cm NGM agar plates supplemented with 1 mL of MProPow solutions (1 mg/mL) and seeded with OP50. Animals were transferred to PA14 plates at the L4 stage and incubated at 25 °C. Animals were scored daily for survival based on their ability to respond to touch. Animals that crawled off the plate were censored. Mean lifespan on PA14 ± standard error (SE) is reported in the Supplementary Materials File S1, Table S1.

2.8. RNA Interference (RNAi)

cpr-3 RNAi clone was taken from the Ahringer RNAi library (Source BioScience, Nottingham, UK). RNAi was performed using the feeding protocol described earlier [15]. Animals were kept on cpr-3 RNAi during the whole experiment.

2.9. Statistical Analysis

Statistical analyses for motility and qRT-PCR data were carried out in GraphPad Prism (version 10.2.3). qRT-PCR data represent the mean of three biological replicates ± standard deviation (SD). One-way ANOVA was used for qRT-PCR and motility measurements to analyze whether there are any statistically significant differences in gene expression or motility, respectively, between the means of three or more independent groups (e.g., Ctrl, MProPow1 and MProPow2). In Figure S1b, t-test was used to determine the significance of the difference between the means of two sets of data. In all statistical tests, a p-value less than 0.05 was considered significant. Statistical calculations for lifespan experiments were carried out in RStudio (version 1.1.463) using the Cox-proportional hazard regression analysis. Statistical details for the lifespan data can be found in Supplementary Materials File S1, Table S1.

3. Results

3.1. MFGM-Containing Protein Powder (MProPow) Improves C. elegans Motility

In this study, we used two MFGM-containing protein powders (MProPows, MProPow1, and MProPow2), which were generated using the same recipe but are from two independent batches (see Methods for information on MProPow production and Table 1 for its nutritional content). Regarding the concentration of MProPows used in the experiments, it has been shown that single amino acids extend C. elegans lifespan in liquid S-medium when supplemented at concentrations of 1–10 mM [21]; 10 mM of serine, which shows the most prominent effect on lifespan [21], equals approximately a concentration of 1 mg/mL. Since a single amino acid has a robust effect on lifespan at this concentration, we decided to investigate whether MProPows affect physiology at similar concentrations. For this, we mixed MProPows with water to achieve a final concentration of 1 mg/mL and spread the solutions on NGM agar plates (see Methods for details).
First, we tested whether MProPows affect lifespan. For lifespan experiments, we used the E. coli B strain OP50, which is probably the most commonly used bacterial strain in C. elegans maintenance and experiments, as a food source. Additionally, we utilized the E. coli K-12 strain HT115, another commonly used bacterial strain in C. elegans research, particularly in RNAi experiments. In this experiment, we employed HT115 bearing the empty vector (EV), which serves as a control in RNAi experiments. Notably, HT115 provides a healthier diet compared to OP50, as it not only improves the host’s response to oxidative, heat, or pathogenic stress [22] but also leads to a longer lifespan [23,24,25]. In the lifespan assays performed at 20 °C, we found that MProPows do not affect lifespan on either diet (Figure 1a,b, Supplementary Materials File S1, Table S1). In addition to the lifespan experiments conducted at 20 °C, we also tested the effects of MProPows on the lifespan of animals kept at 25 °C, a condition that induces mild heat stress. We conducted two independent experiments at this higher temperature. One experiment showed no statistical difference between the treatments, while the other experiment indicated that MProPows induce a modest lifespan extension (Figure S1a, Supplementary Materials File S1, Table S1). Nevertheless, based on our data, it can be concluded that MProPows do not affect lifespan.
Importantly, lifespan does not always correlate with healthspan, and therefore, many interventions that prolong lifespan also extend the period of frailty [26,27]. To investigate whether MProPows affect organismal health, we used a thrashing assay in liquid, which measures C. elegans motility and is a widely used method to analyze the fitness of the animals [26,27]. In this assay, we placed animals in M9 solution and measured their swimming activity on a 96-well plate using WMicrotracker (see Methods for details). Interestingly, when analyzing day 2 and day 4 adult animals (day 5 and day 7 from hatch, respectively) grown on OP50, we found that both MProPow1 and MProPow2 increase the motility of the animals (Figure 1c). MProPows also increase the motility of animals grown on HT115 (Figure 1d), although their effect is not as pronounced as in experiments performed with OP50 (Figure 1c). Importantly, the HT115 diet alone leads to elevated motility compared to OP50-fed animals (Figure S1b), which may explain the finding that MProPows have a greater effect on animals maintained on OP50. Nevertheless, these data demonstrate that, although MProPows do not affect lifespan, they promote the fitness of the animals.

3.2. MProPow Decreases the Expression of Genes Related to Innate Immunity, and Reduces the Survival on Pathogenic Bacteria

To elucidate the mechanism by which MProPows promote fitness, we performed RNA-seq of OP50-fed day 2 adult C. elegans grown on MProPow2. Data analysis revealed that the expression of 1210 genes is upregulated, and 1077 genes are downregulated in MProPow2-treated animals (Figure 2a, Supplementary Materials File S2). Interestingly, Gene Ontology (GO) enrichment analysis of differentially expressed genes revealed that the downregulation of innate immunity-related processes shows the most significant enrichment in MProPow2-treated animals (Figure 2b, Supplementary Materials File S2). Although the GO terms “monocarboxylic acid metabolic process” and “carboxylic acid metabolic process” also show strong enrichment among downregulated genes in MProPow2-treated animals (Figure 2b), the downregulation of innate immunity-related genes in three biological replicates is statistically more significant compared to the genes falling under the two above-mentioned GO terms. For example, of the 22 most significantly downregulated genes, eight are under the innate immunity-related GO terms (Supplementary Materials File S2). In contrast, of the 106 most significantly downregulated genes, only three and four genes fall under the GO terms of “monocarboxylic acid metabolic process” and “carboxylic acid metabolic process”, respectively (Supplementary Materials File S2).
Due to the downregulation of innate immunity-related genes in MProPow2-treated animals, we focused on this biological process. To validate the RNA-seq data, we performed qRT-PCR analysis on the eight most significantly downregulated innate immunity-related genes from independent samples, including animals treated with MProPow1. These experiments revealed that both MProPows reduce the expression of innate immunity genes in day 2 adult animals (Figure 3a). Based on these data, we hypothesized that MProPow-treated animals might have an upregulated immune response earlier in development, which is then suppressed in post-developmental life stages. Therefore, we examined the expression of innate immunity genes at the L4 larval stage (day 3 from hatch, the last larval stage before adulthood). Contrary to our expectations, most of the examined genes showed reduced expression in L4 larvae as well (Figure S1c). In addition to OP50, we tested whether MProPows affect the expression of innate immunity-related genes in animals fed with HT115 (EV) and found that MProPows also diminish the expression of innate immunity genes in day 2 adults on this diet (Figure 3b). Together, these data demonstrate that MProPows regulate the expression of innate immunity-related genes in a diet-independent manner. Moreover, as the bacterial diet forms the C. elegans gut microbiome, our results demonstrate that MProPows affect host physiology independently of these commensal bacteria.
As MProPows reduce the expression of genes functioning in innate immunity (Figure 2b and Figure 3a,b), one obvious question arises: do they impair survival on pathogenic bacteria? To investigate this, we performed a slow-killing assay with Pseudomonas aeruginosa strain PA14 [20]. Of the three independent experiments, one did not show differences in survival between control and MProPow-treated animals (Supplementary Materials File S1, Table S1). However, in the two other experiments, MProPows reduced survival on PA14 (Figure 3c, Supplementary Materials File S1, Table S1). These data suggest that, reflecting the decreased expression of genes associated with innate immunity, MProPows may slightly suppress the innate immune response against pathogenic bacteria.

3.3. Downregulation of cpr-3 Promotes Fitness

Since MProPows decrease survival on pathogenic bacteria (Figure 3c, Supplementary Materials File S1, Table S1), we hypothesized that this is a trade-off for enhanced fitness (Figure 1c,d). In other words, we asked whether the downregulation of innate immunity-related genes promotes fitness. Notably, one of the most significantly downregulated genes in MProPow-treated animals is cpr-3 (Figure 3a,b and Figure S1c, Supplementary Materials File S2). CPR-3 is a homolog of cathepsin B (CTSB), a lysosomal cysteine protease [28]. Importantly, cathepsin B has been associated with many pathologies [29]. For example, clinical findings from multiple studies have shown that CTSB levels are increased in many neurologic conditions, including several neurodegenerative diseases such as Alzheimer’s disease and traumatic brain injury [30]. Similarly, as in humans, CTSB levels are increased in animals modeling neurologic disorders, and as shown in 12 studies, its deletion leads to significant improvements in behavioral deficits and neuropathology in these animal models [30]. Furthermore, CTSB plays a role in the development of cancer as well as in conditions such as lung and cardiovascular disorders [31]. Based on these reports, we examined how cpr-3 RNAi affects C. elegans fitness. Strikingly, we found that cpr-3 knockdown leads to a significant increase in the motility of both day 2 and day 4 adult C. elegans (Figure 4a). Notably, cpr-3 RNAi does not further increase the motility of MProPow2-treated animals (Figure 4a), indicating that these interventions promote fitness through the same mechanism.

4. Discussion

We show here that MFGM-containing protein powder (MProPow) promotes fitness, which is, at least partly, due to the downregulation of cpr-3 expression (Figure 4b). Interestingly, MProPow uncouples fitness from lifespan, as it does not affect longevity (Figure 1a,b). These data indicate that its effect on fitness (Figure 1c,d) is not mediated through known lifespan-modulating mechanisms. Furthermore, the finding that MProPow enhances fitness on both E. coli OP50 and HT115 is important, as it indicates that the effect is independent of both diet and gut microbiome. To highlight the influence of diet/microbiome in C. elegans health and lifespan experiments, metformin, a widely used drug for type 2 diabetes, has been shown to promote longevity on OP50 but not on the healthier HT115 strain [32]. In this respect, considering that MFGM may be beneficial in the treatment of obesity and the associated type 2 diabetes [33,34], MProPow could be additive to the effects of metformin in these conditions.
With regard to the finding that cpr-3 RNAi increases motility (Figure 4a), one might think that the phenotype is due to downregulation of CPR-3 function in muscle cells. However, data from a fluorescent reporter strain have shown that cpr-3 is expressed in the pharynx, pharyngeal–intestinal valve, intestine, and rectal gland cells, with the intestine showing the strongest signal [35]. Therefore, in our experiments, it is likely that the MProPow-induced reduction in cpr-3 expression in the intestine promotes organismal fitness. This leads to the question: could a similar mechanism apply to humans? In humans, CTSB is not only ubiquitously expressed [36] (Human Protein Atlas, proteinatlas.org), but also secreted. Interestingly, running-induced systemic CTSB secretion from muscles induce beneficial cognitive effects [37], whereas CTSB secretion from many other cell types can have aggravating effects (for example, through the modulation of extracellular matrix (ECM) [38]), especially under pathological conditions [31,39,40]. Thus, together with the physiological condition, the source tissue may affect whether the secreted CTSB is beneficial or not. Notably, adipose tissue has been shown to be one of the tissues that secrete CTSB [41]. Given that the intestine, which expresses cpr-3 at high level [35], is the primary adipose tissue in C. elegans [42], one intriguing hypothesis is that intestinal cells secrete CPR-3, which then modulates the ECM in, for example, muscle cells. Adipose tissue-secreted CTSB could have the same function in humans. In this respect, adipose tissue has been associated with the regulation of muscle function, as aging-associated adipose inflammation in obese people can lead to fatty infiltration in skeletal muscles, resulting in decreased muscle strength and functionality [43]. Nevertheless, further research is required to elucidate whether MProPow modulates CTSB levels in humans.
In addition to cpr-3, MProPow was also found to reduce the expression of many other genes related to innate immunity (Figure 2, Figure 3a,b and Figure S1c, Supplementary Materials File S2). Consistent with the gene expression data, MProPow moderately reduces survival on pathogenic PA14 (Figure 3c). We hypothesized above that this decrease in innate immunity is a trade-off for enhanced fitness (Figure 1c,d). Supporting this hypothesis, it has been shown that the allocation of energy toward immune function restricts physical growth in children and preadolescents [44,45]. Additionally, a meta-analysis of data from poultry suggests that organisms have to make a trade-off between immune function and other fitness-enhancing traits [46]. Moreover, the immune response restricts plant development, and aberrantly activated innate immunity is toxic to C. elegans [47], further underlining the conservation of the trade-off between immunity and fitness.
Our observed effect of MProPow on C. elegans immunity is somewhat contradictory to findings in humans, as numerous studies have reported that MFGM enhances immunity in infants [6,48], whereas milk-derived peptides have also shown promise as immunity-enhancing molecules [49]. In addition to the trade-off hypothesis presented above, there are two other possible explanations. Firstly, C. elegans and humans diverged during evolution, and unlike humans, C. elegans has not developed adaptive immunity. Therefore, this model organism cannot be used to study the effects of MProPow on this specific branch of the immune system. Secondly, since we assessed the survival of C. elegans on PA14 at the adult stage, and considering that MFGM modulates the immunity of newborns [6,48], one explanatory factor for the opposing results could be the developmental stage when exposed to pathogens. On the other hand, milk-derived peptides and MFGM have also been shown to promote health by suppressing the production of multiple inflammation-associated proteins such as IL-1β, IL-6, and TNF-α (suppressed by MFGM [50,51]), as well as MCP-1 (suppressed by milk-derived peptides [52]), which raises the possibility that MProPow-mediated suppression of the immune response is beneficial in humans. Interestingly, inhibition of CTSB leads to a reduced expression of all four aforementioned inflammatory gene [53]. Hence, considering that MProPow reduces cpr-3/CTSB expression in C. elegans (Figure 3a,b and Figure S1c), it is possible that milk-derived peptides and MFGM modulate immunity through CTSB in mammals.
Finally, the data presented here, which show that MProPow promotes C. elegans fitness, support the findings from a clinical study performed earlier [9]. Although these two studies were performed in organisms that diverged in evolution hundreds of millions of years ago, similar results from both systems provide strong evidence that the tested MProPow possesses beneficial biological activity. Referring to the effect of MProPow on cathepsin B (cpr-3) expression (Figure 3a,b and Figure S1c), the efficacy of almost twenty CTSB inhibitors has been tested in the treatment of various diseases, ranging from cancer to nervous system-associated maladies [29]. Thus, if MProPow is found to decrease CTSB mRNA levels in humans, it would provide a complementary mechanism to target CTSB activity in disease.

5. Conclusions

In this study, we found that MFGM-containing protein powder (MProPow) does not affect lifespan but enhances fitness in C. elegans. Additionally, MProPow was found to reduce the expression of innate immunity-associated genes, consequently impairing survival on pathogenic bacteria. Interestingly, one of the innate immunity-associated genes downregulated by MProPow is cpr-3, the homolog of cathepsin B (CTSB). We show that RNAi of cpr-3 enhances fitness, but not in MProPow-treated animals, suggesting that the positive effects of MProPow on animal physiology can at least partly be explained by the downregulation of cpr-3/CTSB expression. In conclusion, this study validates C. elegans as a model organism for the preliminary screening of nutraceuticals, allowing for a cost-effective and relatively easy assessment of the effectiveness of bioactive components. Furthermore, it highlights the delicate balance between different aspects of health in biological systems (the trade-off between immunity and fitness) and provides a scientific basis for the development of milk-based supplements and food products aimed at improving physical performance and overall fitness.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/nu16142290/s1, Supplementary Materials File S1: Figure S1: Lifespan at 25 °C, motility on E. coli OP50 and HT115 (EV), and the expression of innate immunity genes in L4 larvae; Table S1: Individual replicates of C. elegans lifespan experiments; Table S2: Oligonucleotide sequences used in qRT-PCR; Supplementary Materials File S2: Differentially expressed genes.

Author Contributions

Conceptualization, O.M.; methodology, M.P. and O.M.; validation, M.P. and O.M.; formal analysis, M.P. and O.M.; investigation, M.P. and O.M.; resources O.M.; data curation, M.P. and O.M.; writing—original draft preparation, M.P. and O.M.; writing—review and editing, M.P. and O.M.; visualization, O.M.; supervision, O.M.; project administration, O.M.; funding acquisition, O.M. All authors have read and agreed to the published version of the manuscript.

Funding

This work was funded by the Research Council of Finland (grant number: 332920).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The RNA-seq data generated during the current study are available in the Gene Expression Omnibus (GEO) database repository (GSE270138).

Acknowledgments

The authors thank Valio Ltd. for providing protein powders and Susana Garcia (University of Helsinki) for sharing reagents. Some strains were provided by the CGC, which is funded by NIH Office of Research Infrastructure Programs (P40 OD010440). This work was supported by Research Council of Finland and University of Helsinki.

Conflicts of Interest

The authors declare no conflicts of interest.

References

  1. Puri, V.; Nagpal, M.; Singh, I.; Singh, M.; Dhingra, G.A.; Huanbutta, K.; Dheer, D.; Sharma, A.; Sangnim, T. A Comprehensive Review on Nutraceuticals: Therapy Support and Formulation Challenges. Nutrients 2022, 14, 4637. [Google Scholar] [CrossRef] [PubMed]
  2. Marcone, S.; Belton, O.; Fitzgerald, D.J. Milk-derived bioactive peptides and their health promoting effects: A potential role in atherosclerosis. Br. J. Clin. Pharmacol. 2017, 83, 152–162. [Google Scholar] [CrossRef] [PubMed]
  3. Hernández-Ledesma, B.; García-Nebot, M.J.; Fernández-Tomé, S.; Amigo, L.; Recio, I. Dairy protein hydrolysates: Peptides for health benefits. Int. Dairy J. 2014, 38, 82–100. [Google Scholar] [CrossRef]
  4. Zou, X.; Guo, Z.; Jin, Q.; Huang, J.; Cheong, L.; Xu, X.; Wang, X. Composition and microstructure of colostrum and mature bovine milk fat globule membrane. Food Chem. 2015, 185, 362–370. [Google Scholar] [CrossRef] [PubMed]
  5. Xia, Y.; Jiang, B.; Zhou, L.; Ma, J.; Yang, L.; Wang, F.; Liu, H.; Zhang, N.; Li, X.; Petocz, P.; et al. Neurodevelopmental outcomes of healthy Chinese term infants fed infant formula enriched in bovine milk fat globule membrane for 12 months—A randomized controlled trial. Asia Pac. J. Clin. Nutr. 2021, 30, 401–414. [Google Scholar] [CrossRef] [PubMed]
  6. Lee, H.; Padhi, E.; Hasegawa, Y.; Larke, J.; Parenti, M.; Wang, A.; Hernell, O.; Lönnerdal, B.; Slupsky, C. Compositional Dynamics of the Milk Fat Globule and Its Role in Infant Development. Front. Pediatr. 2018, 6, 313. [Google Scholar] [CrossRef]
  7. Calvo, M.V.; Kohen, V.L.; Díaz-Mardomingo, C.; García-Herranz, S.; Baliyan, S.; Tomé-Carneiro, J.; Colmenarejo, G.; Visioli, F.; Venero, C.; Fontecha, J. Milk fat globule membrane-enriched milk improves episodic memory: A randomized, parallel, double-blind, placebo-controlled trial in older adults. J. Funct. Foods 2023, 111, 105849. [Google Scholar] [CrossRef]
  8. Kim, H.; Won, C.W.; Kim, M.; Kojima, N.; Fujino, K.; Osuka, Y.; Hosoi, E.; Suzuki, T. The effects of exercise and milk-fat globule membrane (MFGM) on walking parameters in community-dwelling elderly Japanese women with declines in walking ability: A randomized placebo controlled trial. Arch. Gerontol. Geriatr. 2019, 83, 106–113. [Google Scholar] [CrossRef] [PubMed]
  9. Jyväkorpi, S.K.; Niskanen, R.T.; Markkanen, M.; Salminen, K.; Sibakov, T.; Lehtonen, K.-M.; Kunvik, S.; Pitkala, K.H.; Turpeinen, A.M.; Suominen, M.H. Effect of Milk Fat Globule Membrane- and Protein-Containing Snack Product on Physical Performance of Older Women-A Randomized Controlled Trial. Nutrients 2023, 15, 2922. [Google Scholar] [CrossRef]
  10. Lai, C.H.; Chou, C.Y.; Ch’ang, L.Y.; Liu, C.S.; Lin, W. Identification of novel human genes evolutionarily conserved in Caenorhabditis elegans by comparative proteomics. Genome Res. 2000, 10, 703–713. [Google Scholar] [CrossRef]
  11. Wang, Y.; Guo, K.; Wang, Q.; Zhong, G.; Zhang, W.; Jiang, Y.; Mao, X.; Li, X.; Huang, Z. Caenorhabditis elegans as an emerging model in food and nutrition research: Importance of standardizing base diet. Crit. Rev. Food Sci. Nutr. 2024, 64, 3167–3185. [Google Scholar] [CrossRef]
  12. Carretero, M.; Solis, G.M.; Petrascheck, M. C. elegans as Model for Drug Discovery. Curr. Top. Med. Chem. 2017, 17, 2067–2076. [Google Scholar] [CrossRef] [PubMed]
  13. Sibakov, T.; Tossavainen, O. Milk Product and Preparation Method. EP Patent 2632277B1, 4 September 2013. [Google Scholar]
  14. Laatikainen, R.; Salmenkari, H.; Sibakov, T.; Vapaatalo, H.; Turpeinen, A. Randomised Controlled Trial: Partial Hydrolysation of Casein Protein in Milk Decreases Gastrointestinal Symptoms in Subjects with Functional Gastrointestinal Disorders. Nutrients 2020, 12, 2140. [Google Scholar] [CrossRef] [PubMed]
  15. Timmons, L.; Court, D.L.; Fire, A. Ingestion of bacterially expressed dsRNAs can produce specific and potent genetic interference in Caenorhabditis elegans. Gene 2001, 263, 103–112. [Google Scholar] [CrossRef]
  16. Mortazavi, A.; Williams, B.A.; McCue, K.; Schaeffer, L.; Wold, B. Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat. Methods 2008, 5, 621–628. [Google Scholar] [CrossRef]
  17. Liao, Y.; Smyth, G.K.; Shi, W. featureCounts: An efficient general purpose program for assigning sequence reads to genomic features. Bioinformatics 2014, 30, 923–930. [Google Scholar] [CrossRef] [PubMed]
  18. Anders, S.; Huber, W. Differential expression analysis for sequence count data. Genome Biol. 2010, 11, R106. [Google Scholar] [CrossRef]
  19. Yu, G.; Wang, L.-G.; Han, Y.; He, Q.-Y. clusterProfiler: An R Package for Comparing Biological Themes Among Gene Clusters. OMICS A J. Integr. Biol. 2012, 16, 284–287. [Google Scholar] [CrossRef]
  20. Tan, M.W.; Mahajan-Miklos, S.; Ausubel, F.M. Killing of Caenorhabditis elegans by Pseudomonas aeruginosa used to model mammalian bacterial pathogenesis. Proc. Natl. Acad. Sci. USA 1999, 96, 715–720. [Google Scholar] [CrossRef] [PubMed]
  21. Edwards, C.; Canfield, J.; Copes, N.; Brito, A.; Rehan, M.; Lipps, D.; Brunquell, J.; Westerheide, S.D.; Bradshaw, P.C. Mechanisms of amino acid-mediated lifespan extension in Caenorhabditis elegans. BMC Genet. 2015, 16, 8. [Google Scholar] [CrossRef]
  22. Revtovich, A.V.; Lee, R.; Kirienko, N.V. Interplay between mitochondria and diet mediates pathogen and stress resistance in Caenorhabditis elegans. PLoS Genet. 2019, 15, e1008011. [Google Scholar] [CrossRef] [PubMed]
  23. Stuhr, N.L.; Curran, S.P. Bacterial diets differentially alter lifespan and healthspan trajectories in C. elegans. Commun. Biol. 2020, 3, 653. [Google Scholar] [CrossRef] [PubMed]
  24. Reinke, S.N.; Hu, X.; Sykes, B.D.; Lemire, B.D. Caenorhabditis elegans diet significantly affects metabolic profile, mitochondrial DNA levels, lifespan and brood size. Mol. Genet. Metab. 2010, 100, 274–282. [Google Scholar] [CrossRef] [PubMed]
  25. Shrestha, B.; Tallila, M.; Matilainen, O. Folate receptor overexpression induces toxicity in a diet-dependent manner in C. elegans. Sci. Rep. 2024, 14, 1066. [Google Scholar] [CrossRef] [PubMed]
  26. Keith, S.A.; Amrit, F.R.G.; Ratnappan, R.; Ghazi, A. The C. elegans healthspan and stress-resistance assay toolkit. Methods 2014, 68, 476–486. [Google Scholar] [CrossRef] [PubMed]
  27. Bansal, A.; Zhu, L.J.; Yen, K.; Tissenbaum, H.A. Uncoupling lifespan and healthspan in Caenorhabditis elegans longevity mutants. Proc. Natl. Acad. Sci. USA 2015, 112, E277–E286. [Google Scholar] [CrossRef] [PubMed]
  28. Larminie, C.G.; Johnstone, I.L. Isolation and characterization of four developmentally regulated cathepsin B-like cysteine protease genes from the nematode Caenorhabditis elegans. DNA Cell Biol. 1996, 15, 75–82. [Google Scholar] [CrossRef]
  29. Xie, Z.; Zhao, M.; Yan, C.; Kong, W.; Lan, F.; Narengaowa; Zhao, S.; Yang, Q.; Bai, Z.; Qing, H.; et al. Cathepsin B in programmed cell death machinery: Mechanisms of execution and regulatory pathways. Cell Death Dis. 2023, 14, 255. [Google Scholar] [CrossRef]
  30. Hook, G.; Reinheckel, T.; Ni, J.; Wu, Z.; Kindy, M.; Peters, C.; Hook, V. Cathepsin B Gene Knockout Improves Behavioral Deficits and Reduces Pathology in Models of Neurologic Disorders. Pharmacol. Rev. 2022, 74, 600–629. [Google Scholar] [CrossRef]
  31. Wang, J.; Zheng, M.; Yang, X.; Zhou, X.; Zhang, S. The Role of Cathepsin B in Pathophysiologies of Non-tumor and Tumor tissues: A Systematic Review. J. Cancer 2023, 14, 2344–2358. [Google Scholar] [CrossRef]
  32. Cabreiro, F.; Au, C.; Leung, K.-Y.; Vergara-Irigaray, N.; Cochemé, H.M.; Noori, T.; Weinkove, D.; Schuster, E.; Greene, N.D.; Gems, D. Metformin retards aging in C. elegans by altering microbial folate and methionine metabolism. Cell 2013, 153, 228–239. [Google Scholar] [CrossRef] [PubMed]
  33. Yuan, Q.; Zhan, B.; Du, M.; Chang, R.; Li, T.; Mao, X. Dietary milk fat globule membrane regulates JNK and PI3K/Akt pathway and ameliorates type 2 diabetes in mice induced by a high-fat diet and streptozotocin. J. Funct. Foods 2019, 60, 103435. [Google Scholar] [CrossRef]
  34. Li, T.; Gao, J.; Du, M.; Song, J.; Mao, X. Milk Fat Globule Membrane Attenuates High-Fat Diet-Induced Obesity by Inhibiting Adipogenesis and Increasing Uncoupling Protein 1 Expression in White Adipose Tissue of Mice. Nutrients 2018, 10, 331. [Google Scholar] [CrossRef]
  35. Mckay, S.; Johnsen, R.; Khattra, J.; Asano, J.; Baillie, D.; Chan, S.; Dube, N.; Fang, L.; Goszczynski, B.; Ha, E.; et al. Gene Expression Profiling of Cells, Tissues, and Developmental Stages of the Nematode C. elegans. Cold Spring Harb. Symp. Quant. Biol. 2003, 68, 159–170. [Google Scholar] [CrossRef] [PubMed]
  36. Uhlén, M.; Fagerberg, L.; Hallström, B.M.; Lindskog, C.; Oksvold, P.; Mardinoglu, A.; Sivertsson, Å.; Kampf, C.; Sjöstedt, E.; Asplund, A.; et al. Tissue-based map of the human proteome. Science 2015, 347, 1260419. [Google Scholar] [CrossRef] [PubMed]
  37. Moon, H.Y.; Becke, A.; Berron, D.; Becker, B.; Sah, N.; Benoni, G.; Janke, E.; Lubejko, S.T.; Greig, N.H.; Mattison, J.A.; et al. Running-Induced Systemic Cathepsin B Secretion Is Associated with Memory Function. Cell Metab. 2016, 24, 332–340. [Google Scholar] [CrossRef] [PubMed]
  38. Vidak, E.; Javoršek, U.; Vizovišek, M.; Turk, B. Cysteine Cathepsins and their Extracellular Roles: Shaping the Microenvironment. Cells 2019, 8, 264. [Google Scholar] [CrossRef] [PubMed]
  39. Yadati, T.; Houben, T.; Bitorina, A.; Shiri-Sverdlov, R. The Ins and Outs of Cathepsins: Physiological Function and Role in Disease Management. Cells 2020, 9, 1679. [Google Scholar] [CrossRef] [PubMed]
  40. Mohamed, M.M.; Sloane, B.F. Cysteine cathepsins: Multifunctional enzymes in cancer. Nat. Rev. Cancer 2006, 6, 764–775. [Google Scholar] [CrossRef]
  41. Alvarez-Llamas, G.; Szalowska, E.; de Vries, M.P.; Weening, D.; Landman, K.; Hoek, A.; Wolffenbuttel, B.H.R.; Roelofsen, H.; Vonk, R.J. Characterization of the Human Visceral Adipose Tissue Secretome. Mol. Cell. Proteom. 2007, 6, 589–600. [Google Scholar] [CrossRef]
  42. Mullaney, B.C.; Ashrafi, K. C. elegans fat storage and metabolic regulation. Biochim. Biophys. Acta 2009, 1791, 474–478. [Google Scholar] [CrossRef]
  43. Li, C.; Yu, K.; Shyh-Chang, N.; Jiang, Z.; Liu, T.; Ma, S.; Luo, L.; Guang, L.; Liang, K.; Ma, W.; et al. Pathogenesis of sarcopenia and the relationship with fat mass: Descriptive review. J. Cachexia Sarcopenia Muscle 2022, 13, 781–794. [Google Scholar] [CrossRef] [PubMed]
  44. Urlacher, S.S.; Ellison, P.T.; Sugiyama, L.S.; Pontzer, H.; Eick, G.; Liebert, M.A.; Cepon-Robins, T.J.; Gildner, T.E.; Snodgrass, J.J. Tradeoffs between immune function and childhood growth among Amazonian forager-horticulturalists. Proc. Natl. Acad. Sci. USA 2018, 115, E3914–E3921. [Google Scholar] [CrossRef]
  45. Garcia, A.R.; Blackwell, A.D.; Trumble, B.C.; Stieglitz, J.; Kaplan, H.; Gurven, M.D. Evidence for height and immune function trade-offs among preadolescents in a high pathogen population. Evol. Med. Public Health 2020, 2020, 86–99. [Google Scholar] [CrossRef] [PubMed]
  46. Van Der Most, P.J.; De Jong, B.; Parmentier, H.K.; Verhulst, S. Trade-off between growth and immune function: A meta-analysis of selection experiments. Funct. Ecol. 2011, 25, 74–80. [Google Scholar] [CrossRef]
  47. Cheesman, H.K.; Feinbaum, R.L.; Thekkiniath, J.; Dowen, R.H.; Conery, A.L.; Pukkila-Worley, R. Aberrant Activation of p38 MAP Kinase-Dependent Innate Immune Responses Is Toxic to Caenorhabditis elegans. G3 2016, 6, 541–549. [Google Scholar] [CrossRef]
  48. Brink, L.R.; Lönnerdal, B. Milk fat globule membrane: The role of its various components in infant health and development. J. Nutr. Biochem. 2020, 85, 108465. [Google Scholar] [CrossRef]
  49. Mohanty, D.P.; Mohapatra, S.; Misra, S.; Sahu, P.S. Milk derived bioactive peptides and their impact on human health—A review. Saudi J. Biol. Sci. 2016, 23, 577–583. [Google Scholar] [CrossRef] [PubMed]
  50. Wu, Z.; Liu, X.; Huang, S.; Li, T.; Zhang, X.; Pang, J.; Zhao, J.; Chen, L.; Zhang, B.; Wang, J.; et al. Milk Fat Globule Membrane Attenuates Acute Colitis and Secondary Liver Injury by Improving the Mucus Barrier and Regulating the Gut Microbiota. Front. Immunol. 2022, 13, 865273. [Google Scholar] [CrossRef]
  51. Zanabria, R.; Tellez, A.M.; Griffiths, M.; Sharif, S.; Corredig, M. Modulation of immune function by milk fat globule membrane isolates. J. Dairy Sci. 2014, 97, 2017–2026. [Google Scholar] [CrossRef]
  52. Marcone, S.; Haughton, K.; Simpson, P.J.; Belton, O.; Fitzgerald, D.J. Milk-derived bioactive peptides inhibit human endothelial-monocyte interactions via PPAR-γ dependent regulation of NF-κB. J. Inflamm. 2015, 12, 1. [Google Scholar] [CrossRef] [PubMed]
  53. Tang, T.-T.; Lv, L.-L.; Pan, M.-M.; Wen, Y.; Wang, B.; Li, Z.-L.; Wu, M.; Wang, F.-M.; Crowley, S.D.; Liu, B.-C. Hydroxychloroquine attenuates renal ischemia/reperfusion injury by inhibiting cathepsin mediated NLRP3 inflammasome activation. Cell Death Dis. 2018, 9, 351. [Google Scholar] [CrossRef] [PubMed]
Figure 1. MProPows do not affect C. elegans lifespan, but enhance motility. (a) Lifespan of OP50-fed and (b) HT115 (EV)-fed C. elegans on plates supplemented with MProPow1 or MProPow2. Lifespan statistics are reported in Supplementary Materials File S1, Table S1. (c) Motility of day 2 and day 4 adult (day 5 and day 7 from hatch, respectively), OP50-fed and (d) HT115 (EV)-fed C. elegans on plates supplemented with MProPow1 or MProPow2. Each dot (one well in a 96-well plate) represents activity counts for a group of 10 animals over two hours (n = 440 animals for day 4 adults on OP50, n = 480 animals for other conditions). Data are combined from two independent experiments (*** p < 0.001, **** p < 0.0001, ns: not significant, one-way ANOVA with Tukey’s test).
Figure 1. MProPows do not affect C. elegans lifespan, but enhance motility. (a) Lifespan of OP50-fed and (b) HT115 (EV)-fed C. elegans on plates supplemented with MProPow1 or MProPow2. Lifespan statistics are reported in Supplementary Materials File S1, Table S1. (c) Motility of day 2 and day 4 adult (day 5 and day 7 from hatch, respectively), OP50-fed and (d) HT115 (EV)-fed C. elegans on plates supplemented with MProPow1 or MProPow2. Each dot (one well in a 96-well plate) represents activity counts for a group of 10 animals over two hours (n = 440 animals for day 4 adults on OP50, n = 480 animals for other conditions). Data are combined from two independent experiments (*** p < 0.001, **** p < 0.0001, ns: not significant, one-way ANOVA with Tukey’s test).
Nutrients 16 02290 g001
Figure 2. RNA sequencing of MProPow2-treated animals. (a) Volcano plot showing differentially expressed genes in of OP50-fed C. elegans treated with MProPow2 compared to control. (b) Enriched GO terms among up- and downregulated genes in MProPow2-treated animals. Lists of differentially expressed genes are shown in Supplementary Materials File S2.
Figure 2. RNA sequencing of MProPow2-treated animals. (a) Volcano plot showing differentially expressed genes in of OP50-fed C. elegans treated with MProPow2 compared to control. (b) Enriched GO terms among up- and downregulated genes in MProPow2-treated animals. Lists of differentially expressed genes are shown in Supplementary Materials File S2.
Nutrients 16 02290 g002
Figure 3. MProPows reduce the expression of genes related to innate immunity. (a) qRT-PCR of selected innate immunity-related genes in OP50-fed and (b) HT115 (EV)-fed day 2 adult C. elegans grown on control or MProPow-supplemented plates. Bars represent mRNA levels relative to control with error bars indicating mean ± SD of three biological replicates, each with three technical replicates (* p < 0.05, ** p < 0.01, *** p < 0.001, **** p < 0.0001, one-way ANOVA with Tukey’s test). (c) Survival of control and MProPow-treated animals on Pseudomonas aeruginosa (PA14). Statistics for PA14 assays are reported in Supplementary Materials File S1, Table S1.
Figure 3. MProPows reduce the expression of genes related to innate immunity. (a) qRT-PCR of selected innate immunity-related genes in OP50-fed and (b) HT115 (EV)-fed day 2 adult C. elegans grown on control or MProPow-supplemented plates. Bars represent mRNA levels relative to control with error bars indicating mean ± SD of three biological replicates, each with three technical replicates (* p < 0.05, ** p < 0.01, *** p < 0.001, **** p < 0.0001, one-way ANOVA with Tukey’s test). (c) Survival of control and MProPow-treated animals on Pseudomonas aeruginosa (PA14). Statistics for PA14 assays are reported in Supplementary Materials File S1, Table S1.
Nutrients 16 02290 g003
Figure 4. Knockdown of MProPow-regulated cathepsin B enhances motility. (a) Motility of day 2 and day 4 adult, control (EV) or cpr-3 RNAi-treated animals grown on control or MProPow2-supplemented plates. Each dot (one well in a 96-well plate) represents activity counts for a group of 10 animals over two hours (n = 480 animals for all conditions). Data are combined from two independent experiments (* p < 0.05, ** p < 0.01, *** p < 0.001, **** p < 0.0001, ns: not significant, one-way ANOVA with Tukey’s test). (b) Model based on data presented in this study. Illustration was created with BioRender.com.
Figure 4. Knockdown of MProPow-regulated cathepsin B enhances motility. (a) Motility of day 2 and day 4 adult, control (EV) or cpr-3 RNAi-treated animals grown on control or MProPow2-supplemented plates. Each dot (one well in a 96-well plate) represents activity counts for a group of 10 animals over two hours (n = 480 animals for all conditions). Data are combined from two independent experiments (* p < 0.05, ** p < 0.01, *** p < 0.001, **** p < 0.0001, ns: not significant, one-way ANOVA with Tukey’s test). (b) Model based on data presented in this study. Illustration was created with BioRender.com.
Nutrients 16 02290 g004
Table 1. Nutritional content of MProPow. Table is modified from Jyväkorpi et al. [9].
Table 1. Nutritional content of MProPow. Table is modified from Jyväkorpi et al. [9].
Nutritional ContentAmount per 100 g of MProPow [9]
Energy, kcal467
Protein, g76.7
Fat, g13.3
Carbohydrates, g6.7
Lactose, g0.0
MFGM, g13.0
Phospholipids, g4.3
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Pitkänen, M.; Matilainen, O. Milk Fat Globule Membrane-Containing Protein Powder Promotes Fitness in Caenorhabditis elegans. Nutrients 2024, 16, 2290. https://doi.org/10.3390/nu16142290

AMA Style

Pitkänen M, Matilainen O. Milk Fat Globule Membrane-Containing Protein Powder Promotes Fitness in Caenorhabditis elegans. Nutrients. 2024; 16(14):2290. https://doi.org/10.3390/nu16142290

Chicago/Turabian Style

Pitkänen, Miina, and Olli Matilainen. 2024. "Milk Fat Globule Membrane-Containing Protein Powder Promotes Fitness in Caenorhabditis elegans" Nutrients 16, no. 14: 2290. https://doi.org/10.3390/nu16142290

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Article metric data becomes available approximately 24 hours after publication online.
Back to TopTop