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. 2015 Sep;11(9):20150538. doi: 10.1098/rsbl.2015.0538

Individuals with higher metabolic rates have lower levels of reactive oxygen species in vivo

Karine Salin 1,, Sonya K Auer 1, Agata M Rudolf 1,, Graeme J Anderson 1, Andrew G Cairns 2,, William Mullen 3, Richard C Hartley 2, Colin Selman 1, Neil B Metcalfe 1
PMCID: PMC4614431  PMID: 26382073

Abstract

There is increasing interest in the effect of energy metabolism on oxidative stress, but much ambiguity over the relationship between the rate of oxygen consumption and the generation of reactive oxygen species (ROS). Production of ROS (such as hydrogen peroxide, H2O2) in the mitochondria is primarily inferred indirectly from measurements in vitro, which may not reflect actual ROS production in living animals. Here, we measured in vivo H2O2 content using the recently developed MitoB probe that becomes concentrated in the mitochondria of living organisms, where it is converted by H2O2 into an alternative form termed MitoP; the ratio of MitoP/MitoB indicates the level of mitochondrial H2O2 in vivo. Using the brown trout Salmo trutta, we tested whether this measurement of in vivo H2O2 content over a 24 h-period was related to interindividual variation in standard metabolic rate (SMR). We showed that the H2O2 content varied up to 26-fold among fish of the same age and under identical environmental conditions and nutritional states. Interindividual variation in H2O2 content was unrelated to mitochondrial density but was significantly associated with SMR: fish with a higher mass-independent SMR had a lower level of H2O2. The mechanism underlying this observed relationship between SMR and in vivo H2O2 content requires further investigation, but may implicate mitochondrial uncoupling which can simultaneously increase SMR but reduce ROS production. To our knowledge, this is the first study in living organisms to show that individuals with higher oxygen consumption rates can actually have lower levels of H2O2.

Keywords: fish, inter-individual variation, MitoP/MitoB ratio, oxidative stress, oxygen consumption

1. Introduction

Oxidative stress occurs when the generation of reactive oxygen species (ROS) exceeds the capacity of antioxidant defence and repair mechanisms, thereby generating oxidative damage to lipids, DNA and proteins [1]. Given their potential role in cellular senescence, ROS are proposed as being one of the main mediators of life-history trade-offs [2,3]. Most of the ROS present in cells are produced within the mitochondria as natural by-products of aerobic respiration [1]. This has led to the pervasive idea that increased energy expenditure towards one life-history trait will result in greater ROS production, leading to accelerated senescence [46]. However, it is still unclear whether higher aerobic respiration actually alters in vivo ROS levels [7,8].

Some of the oxygen consumed by the mitochondria (mtVO2) is subsequently reduced to superoxide and other ROS such as hydrogen peroxide (H2O2) and hydroxyl radicals [1]. Despite the long-held belief that individual organisms consuming more oxygen have higher ROS production, the relationship between mtVO2 and in vitro ROS production is unclear, with studies reporting positive, negative or no correlation between mtVO2 and ROS among individuals [8]. However, several recent studies have raised reservations over the measurement of ROS production in vitro [810], since artificially high levels of metabolic substrates [11] and very high partial pressures of oxygen (20% in contrast to approx. 5% in vivo [10]) make extrapolations of in vitro results to the in vivo situation potentially problematic [7,8]. This is especially true when examining among-individual variation in mitochondrial traits, given that the in vitro conditions standardize the mitochondrial environment among individuals, which may hide the actual sources of variability in the relationship between oxygen consumption in vivo and mitochondrial ROS production [11].

To avoid some of these potential confounding effects in vitro, a ratiometric probe called MitoB has recently been developed to infer the level of mitochondrial H2O2 in vivo [12]. When this artificial probe compound is administered to the organism, it becomes concentrated within the mitochondria, where it is converted to its alternative form MitoP by H2O2. The level of mitochondrial H2O2 can then be expressed as the rate at which MitoB is converted to MitoP [12]. Here, we use the MitoB probe to directly quantify variation in H2O2 content in living animals and relate this to variation in whole animal oxygen consumption among individuals of similar age and under identical environmental and nutritional states, using brown trout (Salmo trutta), a species known to exhibit consistent individual differences in oxygen consumption [13].

2. Material and methods

Juvenile brown trout S. trutta were collected from the wild and then kept in individual compartments for 22 weeks under standard conditions of temperature (mean ± actual range: 11.5 ± 1°C) and photoperiod (12 L : 12 D), as described for these same individuals in [14]. Forty fish were randomly assigned to eight batches of five and fed daily with a specific ration calculated for each fish based on its weight [15].

At week 21, the standard metabolic rate (SMR), defined as the oxygen consumption of a resting and post-absorptive ectotherm at a given temperature, was measured over a 20 h period using flow-through respirometry (further details in [14] and electronic supplementary material). The SMR was calculated as the mean of the lowest 10th percentile of oxygen consumption measurements after controlling for body mass and is described hereafter as the residual SMR (rSMR), in mg O2 h1.

Each fish was allowed a week of recovery after its SMR measurement before being injected with 50 nmol of MitoB (initial concentration of MitoB: 5.44 ± 0.21 nmol g1 of fish). The fish were then culled after 24 h, and aliquots of their liver were immediately flash frozen for subsequent extraction and quantification of the amounts of MitoB and MitoP [12]. The content in MitoP and MitoB was determined by high performance liquid chromatography-tandem mass spectrometry and used to estimate H2O2 levels as the ratio of MitoP/MitoB.

Citrate synthase (CS) and cytochrome c oxidase (COX) activities were measured to determine liver mitochondrial density [16]. We analysed the link between the rSMR and MitoP/MitoB ratio using a general linear mixed model approach. The model included the MitoP/MitoB ratio as the dependent variable and rSMR, CS, COX and initial concentration of MitoB in the fish as continuous predictors, with batch as a random effect (see the electronic supplementary material for details of all assay protocols and statistical analyses).

3. Results

The MitoP/MitoB ratio 24 h after injection with the MitoB probe varied up to 26-fold among individual fish (2.29 × 10−4–59.76 × 104). As the size of the fish at the time of injection ranged from 5.05 to 13.95 g (mean ± s.e. = 9.56 ± 0.29), the initial concentration of MitoB varied three-fold among individuals (3.599.90 nmol g1), but as in a previous study [12], variation in this initial MitoB concentration did not explain the subsequent variation in the MitoP/MitoB ratio (F1,25.33 = 0.81, p = 0.38). However, a significant effect of the rSMR on the MitoP/MitoB ratio was observed (F1,30.55 = 12.04, p = 0.002; figure 1); fish with a higher rSMR had a lower MitoP/MitoB ratio compared with individuals with a lower rSMR. MitoP/MitoB ratios were independent of mitochondrial density, regardless of whether this was quantified in terms of COX activity (F1,30.14 = 1.78, p = 0.19) or CS activity (F1,25.17 = 0.20, p = 0.66).

Figure 1.

Figure 1.

The MitoP/MitoB ratio, a proxy of in vivo mitochondrial H2O2 levels, as a function of mass-independent SMR in brown trout (Salmo trutta) at 12°C. Values for the MitoP/MitoB ratio are adjusted to control for the random effects of processing batch; see the electronic supplementary material for calculation of the MitoP/MitoB ratio. Solid line indicates the regression line; see text for statistical analysis.

4. Discussion

Measurement of ROS levels within living organisms make it possible to avoid potential biases introduced when using in vitro assays [17]. Development of the MitoB probe has enabled in vivo estimations of H2O2 levels over a period of several hours in mice, Drosophila and Caenorhabditis elegans [12]. We now demonstrate that this method can also be used successfully in fish over a 24 h period. Our findings reveal for the first time that individuals with a high SMR have a lower level of H2O2. The negative relationship between SMR and the level of H2O2 was independent of mitochondrial density estimates.

The MitoP/MitoB ratio represents the H2O2 content within the mitochondria and reflects the balance between the H2O2 generated by mitochondria during aerobic respiration and that scavenged by antioxidants such as mitochondrial glutathione peroxidase (GPx) [1,3]. Consequently, lower H2O2 levels may be attributed to a lower rate of mitochondrial H2O2 generation and/or greater antioxidant scavenging capacity [1,3]. The synthesis of GPx, an endogenous antioxidant, may be costly in term of resources [3,6]. Food intake in this experiment was limited and similar between individuals, so it is feasible that individuals with a lower H2O2 level may have allocated more resources towards antioxidant defences. Alternatively, they may have had a lower rate of ROS production. H2O2 arises in the mitochondria from the enzymatic conversion of superoxide anions that are produced by the respiratory chain. In order for the mitochondria to reduce oxygen to the superoxide anion, the mitochondrial respiratory chain must be in a highly reduced state [7,8]. Previous studies have shown that natural variation in mitochondrial function can have a significant influence on mitochondrial H2O2 production, but also on the relationship between oxygen consumption and H2O2 generation [7,8,18]. One key parameter capable of influencing such a relationship is the degree of mitochondrial uncoupling: higher uncoupling can lead to lower membrane potentials and greater rates of electron and oxygen flow in the respiratory chain (so making it less reduced) [7]. Uncoupling is known to simultaneously increase SMR and decrease ROS generation in vitro [7,19,20]. Our study is the first to report a negative relationship between oxygen consumption and H2O2 levels in vivo, but measurements of H2O2 production and H2O2 scavenging are now required in order to understand the mechanisms underlying variability in H2O2 levels.

The SMR of brown trout varies considerably among individuals of the same age and size within a population [13]; this level of interindividual variation in oxygen consumption is common across a broad range of taxa [21]. We demonstrate that a lower level of mitochondrial H2O2 is associated with a higher respiration rate, which must increase the rate at which energy substrates are oxidized. A lower H2O2 may therefore carry a cost in terms of a decrease in resources available for other traits such as body reserves or growth [2,3,6]. However, alleviation of the accumulation of oxidative damage may be a selective advantage for individual trout that have a higher rate of aerobic respiration and less H2O2 [7,19,20]. If oxidative damage is an important contributor to ageing [1], then those individuals with a high SMR may benefit through slower ageing but at a cost of reduced resource allocation to other traits, although this requires further study [22].

Supplementary Material

Electronic Supplementary material
rsbl20150538supp1.docx (95.7KB, docx)

Acknowledgements

We thank two referees for helpful comments.

Ethics

Experiments were approved by the university of Glasgow ethical panel (project licence 60/4292).

Data Accessibility

Data are available from the Dryad Digital Repository: http://dx.doi.org/10.5061/dryad.t5c10.

Authors' contributions

K.S., S.K.A., C.S. and N.B.M. conceived the study. K.S., S.K.A., A.M.R., G.J.A., A.G.C. and W.M. undertook the experiments; A.G.C. and R.C.H. selected and synthesized the probe compounds. K.S. drafted the manuscript and all authors contributed to manuscript revisions. All authors approved the final version of the manuscript.

Competing interests

The authors declare they have no competing interests.

Funding

We acknowledge financial support from a European Research Council Advanced grant (no. 322784 to N.B.M.).

References

  • 1.Finkel T, Holbrook NJ. 2000. Oxidants, oxidative stress and the biology of ageing. Nature 408, 239–247. ( 10.1038/35041687) [DOI] [PubMed] [Google Scholar]
  • 2.Dowling DK, Simmons LW. 2009. Reactive oxygen species as universal constraints in life-history evolution. Proc. R. Soc. B 276, 1737–1745. ( 10.1098/rspb.2008.1791) [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Monaghan P, Metcalfe NB, Torres R. 2009. Oxidative stress as a mediator of life history trade-offs: mechanisms, measurements and interpretation. Ecol. Lett. 12, 75–92. ( 10.1111/j.1461-0248.2008.01258.x) [DOI] [PubMed] [Google Scholar]
  • 4.Loft S, Astrup A, Buemann B, Poulsen HE. 1994. Oxidative DNA damage correlates with oxygen consumption in humans. FASEB J. 8, 534–537. [DOI] [PubMed] [Google Scholar]
  • 5.De Block M, Stoks R. 2008. Compensatory growth and oxidative stress in a damselfly. Proc. R. Soc. B 275, 781–785. ( 10.1098/rspb.2007.1515) [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Alonso-Alvarez C, Bertrand S, Devevey G, Prost J, Faivre B, Sorci G. 2004. Increased susceptibility to oxidative stress as a proximate cost of reproduction. Ecol. Lett. 7, 363–368. ( 10.1111/j.1461-0248.2004.00594.x) [DOI] [Google Scholar]
  • 7.Brand MD. 2000. Uncoupling to survive? The role of mitochondrial inefficiency in ageing. Exp. Gerontol. 35, 811–820. ( 10.1016/S0531-5565(00)00135-2) [DOI] [PubMed] [Google Scholar]
  • 8.Barja G. 2007. Mitochondrial oxygen consumption and reactive oxygen species production are independently modulated: implications for aging studies. Rejuvenation Res. 10, 215–224. ( 10.1089/rej.2006.0516) [DOI] [PubMed] [Google Scholar]
  • 9.Logan A, Shabalina IG, Prime TA, Rogatti S, Kalinovich AV, Hartley RC, Budd RC, Cannon B, Murphy MP. 2014. In vivo levels of mitochondrial hydrogen peroxide increase with age in mtDNA mutator mice. Aging Cell 13, 765–768. ( 10.1111/acel.12212) [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Beckman KB, Ames BN. 1998. The free radical theory of aging matures. Physiol. Rev. 78, 547–581. [DOI] [PubMed] [Google Scholar]
  • 11.Goncalves RLS, Quinlan CL, Perevoshchikova IV, Hey-Mogensen M, Brand MD. 2014. Sites of superoxide and hydrogen peroxide production by muscle mitochondria assessed ex vivo under conditions mimicking rest and exercise. J. Biol. Chem. 290, 209–227. ( 10.1074/jbc.M114.619072) [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Cochemé HM, et al. 2011. Measurement of H2O2 within living Drosophila during aging using a ratiometric mass spectrometry probe targeted to the mitochondrial matrix. Cell Metab. 13, 340–350. ( 10.1016/j.cmet.2011.02.003) [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Norin T, Malte H. 2011. Repeatability of standard metabolic rate, active metabolic rate and aerobic scope in young brown trout during a period of moderate food availability. J. Exp. Biol. 214, 1668–1675. ( 10.1242/jeb.054205) [DOI] [PubMed] [Google Scholar]
  • 14.Auer SK, Salin K, Rudolf AM, Anderson GJ, Metcalfe NB. 2015. The optimal combination of standard metabolic rate and aerobic scope for somatic growth depends on food availability. Funct. Ecol. 29, 479–486. [Google Scholar]
  • 15.Elliott JM. 1976. The energetics of feeding, metabolism and growth of brown trout (Salmo trutta L.) in relation to body weight, water temperature and ration size. J. Anim. Ecol. 45, 923–948. ( 10.2307/3590) [DOI] [Google Scholar]
  • 16.Spinazzi M, Casarin A, Pertegato V, Salviati L, Angelini C. 2012. Assessment of mitochondrial respiratory chain enzymatic activities on tissues and cultured cells. Nat. Protoc. 7, 1235–1246. ( 10.1038/nprot.2012.058) [DOI] [PubMed] [Google Scholar]
  • 17.Logan A, et al. 2014. Using exomarkers to assess mitochondrial reactive species in vivo. Biochim. Biophys. Acta 1840, 923–930. ( 10.1016/j.bbagen.2013.05.026) [DOI] [PubMed] [Google Scholar]
  • 18.Kadenbach B. 2003. Intrinsic and extrinsic uncoupling of oxidative phosphorylation. BBA-Bioenergetics 1604, 77–94. ( 10.1016/s0005-2728(03)00027-6) [DOI] [PubMed] [Google Scholar]
  • 19.Speakman JR, et al. 2004. Uncoupled and surviving: individual mice with high metabolism have greater mitochondrial uncoupling and live longer. Aging Cell 3, 87–95. ( 10.1111/j.1474-9728.2004.00097.x) [DOI] [PubMed] [Google Scholar]
  • 20.Salin K, Luquet E, Rey B, Roussel D, Voituron Y. 2012. Alteration of mitochondrial efficiency affects oxidative balance, development and growth in frog (Rana temporaria) tadpoles. J. Exp. Biol. 215, 863–869. ( 10.1242/jeb.062745) [DOI] [PubMed] [Google Scholar]
  • 21.Burton T, Killen SS, Armstrong JD, Metcalfe NB. 2011. What causes intraspecific variation in resting metabolic rate and what are its ecological consequences? Proc. R. Soc. B 278, 3465–3473. ( 10.1098/rspb.2011.1778) [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Salin K, Auer SK, Rey B, Selman C, Metcalfe NB. 2015. Variation in the link between oxygen consumption and ATP production, and its relevance for animal performance. Proc. R. Soc. B 282, 20151028 ( 10.1098/rspb.2015.1028) [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Electronic Supplementary material
rsbl20150538supp1.docx (95.7KB, docx)

Data Availability Statement

Data are available from the Dryad Digital Repository: http://dx.doi.org/10.5061/dryad.t5c10.


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