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2.
PLoS Biol ; 21(6): e3002129, 2023 06.
Article in English | MEDLINE | ID: mdl-37289836

ABSTRACT

In recent years, there has been a strong drive to improve the inclusion of animals of both sexes in the design of in vivo research studies, driven by a need to increase sex representation in fundamental biology and drug development. This has resulted in inclusion mandates by funding bodies and journals, alongside numerous published manuscripts highlighting the issue and providing guidance to scientists. However, progress is slow and barriers to the routine use of both sexes remain. A frequent, major concern is the perceived need for a higher overall sample size to achieve an equivalent level of statistical power, which would result in an increased ethical and resource burden. This perception arises from either the belief that sex inclusion will increase variability in the data (either through a baseline difference or a treatment effect that depends on sex), thus reducing the sensitivity of statistical tests, or from misapprehensions about the correct way to analyse the data, including disaggregation or pooling by sex. Here, we conduct an in-depth examination of the consequences of including both sexes on statistical power. We performed simulations by constructing artificial datasets that encompass a range of outcomes that may occur in studies studying a treatment effect in the context of both sexes. This includes both baseline sex differences and situations in which the size of the treatment effect depends on sex in both the same and opposite directions. The data were then analysed using either a factorial analysis approach, which is appropriate for the design, or a t test approach following pooling or disaggregation of the data, which are common but erroneous strategies. The results demonstrate that there is no loss of power to detect treatment effects when splitting the sample size across sexes in most scenarios, providing that the data are analysed using an appropriate factorial analysis method (e.g., two-way ANOVA). In the rare situations where power is lost, the benefit of understanding the role of sex outweighs the power considerations. Additionally, use of the inappropriate analysis pipelines results in a loss of statistical power. Therefore, we recommend analysing data collected from both sexes using factorial analysis and splitting the sample size across male and female mice as a standard strategy.


Subject(s)
Research Design , Sex Characteristics , Male , Female , Mice , Animals , Sample Size , Analysis of Variance
3.
Biochem Biophys Res Commun ; 650: 109-116, 2023 04 02.
Article in English | MEDLINE | ID: mdl-36774688

ABSTRACT

Streptozotocin (STZ) is widely used to induce experimental diabetes in murine models. However, the ability to induce diabetic nephropathy (DN) is more challenging. It has been recommended to inject STZ at multiple low doses within 15 min after dissolution due to its alleged instability. However, some studies suggest that STZ is stable for days due to equilibration of its two anomers (α and ß), 90 min after dissolution, and that this anomer-equilibrated STZ leads to higher survival rates and persistent hyperglycaemia with minimal weight loss. The aim of this study was to determine an optimal dose of anomer-equilibrated STZ to induce kidney tubular damage and compare it with the more commonly used freshly prepared STZ. We hypothesised that anomer-equilibrated STZ provides a better, reproducible experimental model of diabetes-induced kidney damage with improved animal welfare. Body measurements, fasting glycaemia, insulinemia and renal histology were assessed in male C57Bl/6J at two and six months of age treated with fresh (50 mg/kg) or anomer-equilibrated (dose ranging 35-50 mg/kg) STZ or vehicle control. We demonstrated a dose-dependent effect of anomer-equilibrated STZ on the induction of hypo-insulinaemia and hyperglycaemia, as well as body weight in two-month-old mice. Interestingly, in six-month-old mice STZ leads to body weight loss, independently of STZ preparation mode. Anomer-equilibrated STZ provoked moderate to severe kidney tubule structural damage, resulting in significant kidney hypertrophy, whereas freshly prepared STZ only caused mild alterations. In conclusion, our study proposes that anomer-equilibrated STZ provides a robust murine model of diabetes and early-stage diabetic nephropathy, which can be used to test therapeutic approaches to treat and/or prevent renal damage.


Subject(s)
Diabetes Mellitus, Experimental , Diabetic Nephropathies , Hyperglycemia , Mice , Male , Animals , Diabetic Nephropathies/pathology , Streptozocin , Mice, Inbred C57BL , Diabetes Mellitus, Experimental/pathology , Kidney/pathology , Hyperglycemia/pathology
4.
Sci Rep ; 11(1): 15510, 2021 07 30.
Article in English | MEDLINE | ID: mdl-34330933

ABSTRACT

Ischemia is a major cause of kidney damage. Proximal tubular epithelial cells (PTECs) are highly susceptible to ischemic insults that frequently cause acute kidney injury (AKI), a potentially life-threatening condition with high mortality. Accumulating evidence has identified altered mitochondrial function as a central pathologic feature of AKI. The mitochondrial NAD+-dependent enzyme sirtuin 5 (SIRT5) is a key regulator of mitochondrial form and function, but its role in ischemic renal injury (IRI) is unknown. SIRT5 expression was increased in murine PTECs after IRI in vivo and in human PTECs (hPTECs) exposed to an oxygen/nutrient deprivation (OND) model of IRI in vitro. SIRT5-depletion impaired ATP production, reduced mitochondrial membrane potential, and provoked mitochondrial fragmentation in hPTECs. Moreover, SIRT5 RNAi exacerbated OND-induced mitochondrial bioenergetic dysfunction and swelling, and increased degradation by mitophagy. These findings suggest SIRT5 is required for normal mitochondrial function in hPTECs and indicate a potentially important role for the enzyme in the regulation of mitochondrial biology in ischemia.


Subject(s)
Acute Kidney Injury/metabolism , Mitochondria/metabolism , Sirtuins/metabolism , Acute Kidney Injury/genetics , Animals , Blotting, Western , Cell Line , Citrate (si)-Synthase/genetics , Citrate (si)-Synthase/metabolism , Fluorescent Antibody Technique , Humans , Immunohistochemistry , Male , Membrane Potential, Mitochondrial/genetics , Membrane Potential, Mitochondrial/physiology , Mice , Mitochondria/genetics , Mitophagy/genetics , Mitophagy/physiology , Sirtuins/genetics
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