Perinatal changes in avian muscle: Implications from ultrastructure for the development of endothermy

Endothermic heat production and the capacity to shiver develop soon after hatching in birds, permitting chicks to regulate their body temperature. Physiological studies have not clearly identified the developmental events causing this change in function. Here, we use electron microscopy to examine the development of structures involved in muscle activation, contraction, and metabolism coincident with the development of shivering thermogenesis. A stereological study was used to compare the ultrastructure of chicken iliofibularis before endothermic heat production was present (24 h before hatching) and 120 h later, when the iliofibularis had substantial capacity for shivering. Profound increases were found in the t-tubule system and terminal cisternae, mitochondrial cristae, and lipids. The number of triadic profiles increased 3.8-fold (7.6 ± 1.31/100 μm² to 28.5 ± 2.90/100 μm² fiber area). The surface area of cristae per mitochondrial volume doubled (12.0 ± 1.50 pm2/pm3 to 25.7 ± 1.84 μm²/μm³). Lipid droplets were rare in the iliofibularis of embryos about to hatch, but accounted for 4.4% of the muscle fiber volume in day 4 birds. We suggest that these ultrastructural changes more fully activate the iliofibularis, allow it to produce more heat both from calcium pumping and from contraction, and increase its endurance, thus permitting the muscle to be effective in thermogenesis. © 1995 Wiley-Liss, Inc.     

Permeability to water,dimension of surface,and structural changes during swelling in rat liver mitochondria

Summary Rates and amounts of water translocation across the mitochondrial membrane have been studied with a photometric technique. The process of water translocation can be described in terms of the diffusion equations, and the mitochondria behave as spherical bodies between 15 and 110 mosm. A permeability coefficient to water of 5.3×10^–3cm sec^–1 has been calculated. The mitochondrial surface is about 1m²/g protein during incubation in 0.10m KCl, and increases to 30 m²/g protein during incubation in 0.005m KCl.The osmotic shrinkage of hypotonically swollen mitochondria has also been studied. Complete reversibility of hypotonic swelling occurs only after incubation of mitochondria in media below 60 to 90 mosm. The appearance of the reversibility is phenomenologically correlated with the rupture of the outer mitochondrial membrane., Below 30 mosm there is a change of the absorbance properties of the membrane. The change correlates with the complete unfolding of the cristae and is attributed to ultrastructural reorganization of the membrane following mechanical stretching.     

Capillary Distribution in the Lateral Muscle of Axolotl (Ambystoma mexicanum Shaw)

The vascular supply of red, intermediate and white fibres in the axial muscle of axolotl (Ambystoma mexicanum Shaw) was visualized with Indian ink-injections and quantified with morphometrical methods on semithin sections. Red fibres were surrounded by 1.4 ± 0.6 capillaries (mean + SD), the intermediate fibres by 1.2 ± 0.9 capillaries and white fibres by 0.3 ± 0.6 capillaries. The mean vascularized surface area per unit volume of fibre was 0.0159, and 0.0068 and 0.0007 (μm²/μm³) for red, intermediate and white fibres, respectively. A unit volume of mitochondria within each type of fibre was supplied by 0.15, 0.17 and 0.08 μm² vascularized surface for red, intermediate and white fibres, respectively. This indicates that there exist a good balance between oxygen demand represented by mitochondrial content and oxygen supply represented by the vascularized surface.     

Biochemical and stereological analysis of rat liver mitochondria in different thyroid states

The concentrations of the inner mitochondrial membrane markers cardiolipin and cytochrome alpha have been measured in liver homogenates and in purified mitochondria after thyroxine administration to thyroidectomized and normal rats. The biochemical results have been correlated with stereological electron micrographic analyses of hepatocytes in liver sections, and of isolated mitochondrial pellets. There were progressive and parallel increases in homogenate and mitochondrial cardiolipin concentration, and in mitochondrial cytochrome alpha concentration, after administration of 20 microgram of thyroxine on alternate days to thyroidectomized rats, and of 300 microgram on alternate days to normal rats. Electron microscope measurements showed marked differences in the shape of the mitochondria and in the number of cristae in different thyroid states. Hypothyroid mitochondria were shorter and wider than controls, and hyperthyroid mitochondria longer but of similar width. Mitochondrial volume per unit cell volume was virtually unchanged in hypo- and hyperthyroid animals. The most striking changes were a decrease in the area of the inner membrane plus cristae in thyroidectomized rats, and a substantial increase in membrane area after thyroxine administration. The biochemical and electron micrographic results indicate that, in rat liver, thyroid hormone administration leads to a selective increase in the relative amount of mitochondrial inner membranes, with little or no change in the mitochondrial volume per unit cell volume, or in total mitochondrial protein per unit total cell protein.     

Structure of Mitochondria and Activity of Their Respiratory Chain in Successive Generations of Yeast Cells Exposed to He-Ne Laser Light

The data on the aftereffect of He-Ne laser light (λ = 632.8 nm) on mitochondria of yeasts in late log phase were reviewed. The quantitative analysis of the ultrathin cell sections demonstrated a nonuniform thickness of the giant branched mitochondria typical for budding yeasts. Exposure to a dose of 460 J/m² (accelerating cell proliferation and activating respiratory chain enzymes, cytochrome c oxidase and NADH dehydrogenase), changed the macrostructure of the giant mitochondria—much of the narrow regions of the mitochondrial tube with profiles ≤0.06 μm² were expanded (while no signs of organelle damage were observed). Such mitochondria are characterized by increased relative surface area of the cristae, which can be due to the activation of their respiration and ATP synthesis. The number of associations between mitochondria and endoplasmic reticulum increased in irradiated cells in early log phase, which reflects the increased capacity of mitochondria to uptake Ca²⁺. Altered giant mitochondria configuration can increase the efficiency of both energy transfer and Ca²⁺ propagation through the cytoplasm. __________ Translated from Izvestiya Akademii Nauk, Seriya Biologicheskaya, No. 6, 2005, pp. 672–683. Original Russian Text Copyright ? 2005 by Manteifel, Karu.     

Maturation in liver mitochondria of Ruthenium Red-sensitive calcium-ion-transport activity and the influence of glucagon administration in vivo and in utero

The maturation of Ca²⁺ transport in mitochondria isolated from rat liver was examined, from 5 days before birth. The mitochondria used were isolated from liver homogenates by centrifugation at 22000g-min. Ca²⁺ transport by mitochondria isolated from foetal liver is energy-dependent and Ruthenium Red-sensitive. The transmembrane pH gradient in these mitochondria is higher by about 7mV and the membrane potential lower by about 20mV than in adult mitochondria. The inclusion of 2mm-P_i in the incubation medium enhances the protonmotive force by approx. 30mV. The rate of Ca²⁺ influx in foetal mitochondria measured in buffered KCl plus succinate is low until about 2–3h after birth, when it increases to about 60% of adult values; approx. 24h later it has reached near-adult values. Higher rates of Ca²⁺ influx are observed in the presence of 2mm-P_i; 3–5 days before birth the rates are about one-third of adult values and decline slightly as birth approaches. By 2–3h post partum they have reached adult values. The inclusion of 12.5μm-MgATP with the P_i stimulates further the initial rate of Ca²⁺ influx in foetal mitochondria. The rates observed are constant over the prenatal period examined and are 50–60% of those observed in adult mitochondria. Mitochondria isolated from foetal livers 4–5 days before birth retain the accumulated Ca²⁺ for about 50min in the presence of 2mm-P_i. In the period 2 days before birth to birth, this ability is largely lost, but by 2–3h after birth Ca²⁺ retention is similar to that of adult mitochondria. The presence of 12.5μm-MgATP progressively enhances the Ca²⁺ retention time as development proceeds until 2–3h after birth, when it becomes less sensitive to added MgATP. Glucagon administration to older foetuses in utero enhances both the rate of mitochondrial Ca²⁺ influx assayed in the presence of 2mm-P_i and the time for which mitochondria retain accumulated Ca²⁺ in the presence of 12.5μm-MgATP and 2mm-P_i. Its administration to neonatal animals leads to an increase in mitochondrial Ca²⁺ retention similar to that seen in adult mitochondria. The data provide evidence that the Ruthenium Red-sensitive Ca²⁺ transporter is potentially as active in foetal mitochondria 5 days before birth as it is in adult mitochondria. They also show that foetal mitochondria have an ability to retain accumulated Ca²⁺ reminiscent of mitochondria from tumour cells and from hormone-challenged rat liver.     

Quantitative studies of the development of S. cerevisiae mitochondria

The quantitative changes in mitochondria and cytochromes during transition of Saccharomyces cerevisiae from one steady state to another, while growing in continuous culture under controlled environmental conditions, were followed. No Mitochondria, or mitochondria like structures, were detectable in electron micrographs of permanganate-fixed anaerobic cells. Microaerobiosis (3μM dissolved oxygen) was sufficient to visualize mitochondrial profiles and induce cytochromes and their sections had a reduced number of mitochondrial profiles compared with cells grown in limiting glucose. In the presence of ergosterol and Tween 80 mitochondriogenesis, whether induced by aerobiosis or glucose limitation, involved enhanced definition of crystal and outer mitochondrial membranes and increased number of profiles. Where membrane formation was limited, by the absence of aerobiosis involved eytochrome induction and profile visualization, but limited profile Proliferation; the adapted cells consequently contained fewer, but more eytochrome-enriched, mitochondria than cells adapted in the presence of ergosterol and Tween 80. Increase in dissolved oxygen from 3μM to 52μM further enhanced membrane definition and increased the size, but not the number, of mitochondrial profiles. Evidence, obtained by measurement of eytochrome concentration per unit mitochondrial volume and per unit crystal area, support the concept that mitochondriogensis and cytochrome synthesis are not synchronized process and that cytochromes are added to or depleted from the mitochondrial cristae in response to culture conditions.     

A spectral shift in cytochrome a induced by calcium ions

Ca²⁺ induces a red shift in the absorption spectrum of ferrocytochrome a when added to uncoupled mitochondria, sub-mitochondrial particles or isolated cytochrome aa₃. The shift is identical within experimental error to the previously reported energy-linked shift in intact mitochondria (Wikström, M. K. F. (1972), Biochim. Biophys. Acta 283, 385–390). One mol of calcium produces the shift in one mol of cytochrome a, the K_D being approx. 20–30 μM. The calcium-induced shift is readily reversed by chelating agents such as EDTA, ethyleneglycol-bis-(μ-aminoethyl ether)N,N′-tetraacetic acid (EGTA) and ATP and is insensitive to uncoupling agents and inhibitors of calcium transport (La³⁺ and ruthenium red). It is shown that the binding site for calcium that is responsible for the spectral shift is located on the outside of the permeability barrier of the mitochondrial cristae membrane.It is proposed that calcium simulates the energy-linked shift in cytochrome a by binding to a site of cytochrome aa₃ that is occupied by protons in energized mitochondria and that is located at the external surface of the mitochondrial membrane.     

Rabbit heart mitochondrial hexokinase: Solubilization and general properties

In rabbit heart, results show that two isoenzymes of hexokinase (HK) are present. The enzymatic activity associated with mitochondria consists of only one isoenzyme; according to its electrophoretic mobility and its apparent K_m for glucose (0.065 mm), it has been identified as type I isoenzyme. The bound HK I exhibits a lower apparent K_m for ATPMg than the solubilized enzyme, whereas the apparent K_m for glucose is the same for bound and solubilized HK. Detailed studies have been performed to investigate the interactions which take place between the enzyme and the mitochondrial membrane. Neutral salts efficiently solubilize the bound enzyme. Digitonin induces only a partial release of the enzyme bound to mitochondria; this result could be explained by the existence of contacts between the outer and the inner mitochondrial membranes [C. R. Hackenbrock (1968)Proc. Natl. Acad. Sci. USA61, 598–605]. Furthermore, low concentrations (0.1 mm) of glucose 6-phosphate (G6P) or ATP^4? specifically solubilize hexokinase. The solubilizing effect of G6P and ATP^4?, which are potent inhibitors of the enzyme, can be prevented by incubation of mitochondria with P_i or Mg²⁺. In addition, enzyme solubilization by G6P can be reversed by Mg²⁺ only when the proteolytic treatment of the heart homogenate is omitted during the course of the isolation of mitochondria. These results concerning the interaction of rabbit heart hexokinase with the outer mitochondrial membrane agree with the schematic model proposed by Wilson [(1982) Biophys. J.37, 18–19] for the brain enzyme. This model involves the existence of two kinds of interactions between HK and mitochondria; a very specific one with the hexokinase-binding protein of the outer mitochondrial membrane, which is suppressed by glucose 6-phosphate, and a less specific, cation-mediated one.     

Fine Structure of Mitochondria of Spirostomum ambiguum as Seen in Sectioned and Negatively-Stained Preparations*

SYNOPSIS. Comparisons are made between sectioned and negatively-stained mitochondria of the ciliate Spirostomum ambiguum. Particulate elements 70–80 A in diameter are associated with the surface of tubular cristae of negatively-stained and disrupted mitochondria; such particles are not seen in sectioned mitochondria fixed in various ways. As measured in sectioned material, the inner mitochondrial membrane forming the tubular cristae is about 100 A thick, while the outer mitochondrial membrane is about 50 A thick and is the more labile of the 2.     

The m-AAA Protease Processes Cytochrome c Peroxidase Preferentially at the Inner Boundary Membrane of Mitochondria

The m-AAA protease is a conserved hetero-oligomeric complex in the inner membrane of mitochondria. Recent evidence suggests a compartmentalization of the contiguous mitochondrial inner membrane into an inner boundary membrane (IBM) and a cristae membrane (CM). However, little is known about the functional differences of these subdomains. We have analyzed the localizations of the m-AAA protease and its substrate cytochrome c peroxidase (Ccp1) within yeast mitochondria using live cell fluorescence microscopy and quantitative immunoelectron microscopy. We find that the m-AAA protease is preferentially localized in the IBM. Likewise, the membrane-anchored precursor form of Ccp1 accumulates in the IBM of mitochondria lacking a functional m-AAA protease. Only upon proteolytic cleavage the mature form mCcp1 moves into the cristae space. These findings suggest that protein quality control and proteolytic activation exerted by the m-AAA protease take place preferentially in the IBM pointing to significant functional differences between the IBM and the CM.     

The Cratylia mollis Seed Lectin Induces Membrane Permeability Transition in Isolated Rat Liver Mitochondria and a Cyclosporine A‐Insensitive Permeability Transition in Trypanosoma cruzi Mitochondria

Previous results provided evidence that Cratylia mollis seed lectin (Cramoll 1,4) promotes Trypanosoma cruzi epimastigotes death by necrosis via a mechanism involving plasma membrane permeabilization to Ca²⁺ and mitochondrial dysfunction due to matrix Ca²⁺ overload. In order to investigate the mechanism of Ca²⁺‐induced mitochondrial impairment, experiments were performed analyzing the effects of this lectin on T. cruzi mitochondrial fraction and in isolated rat liver mitochondria (RLM), as a control. Confocal microscopy of T. cruzi whole cell revealed that Cramoll 1,4 binding to the plasma membrane glycoconjugates is followed by its internalization and binding to the mitochondrion. Electrical membrane potential (?Ψ_m) of T. cruzi mitochondrial fraction suspended in a reaction medium containing 10 μM Ca²⁺ was significantly decreased by 50 μg/ml Cramoll 1,4 via a mechanism insensitive to cyclosporine A (CsA, membrane permeability transition (MPT) inhibitor), but sensitive to catalase or 125 mM glucose. In RLM suspended in a medium containing 10 μM Ca²⁺ this lectin, at 50 μg/ml, induced increase in the rate of hydrogen peroxide release, mitochondrial swelling, and ?Ψ_m disruption. All these mitochondrial alterations were sensitive to CsA, catalase, and EGTA. These results indicate that Cramoll 1, 4 leads to inner mitochondrial membrane permeabilization through Ca²⁺ dependent mechanisms in both mitochondria. The sensitivity to CsA in RLM characterizes this lectin as a MPT inducer and the lack of CsA effect identifies a CsA‐insensitive MPT in T. cruzi mitochondria.     

Study of age-dependent structural and functional changes of mitochondria in skeletal muscles and heart of naked mole rats (<Emphasis Type="Italic">Heterocephalus glaber</Emphasis>)

Morphometric analysis of mitochondria in skeletal muscles and heart of 6- and 60-month-old naked mole rats (Heterocephalus glaber) revealed a significant age-dependent increase in the total area of mitochondrial cross-sections in studied muscle fibers. For 6- and 60-month-old animals, these values were 4.8 ± 0.4 and 12.7 ± 1.8%, respectively. This effect is mainly based on an increase in the number of mitochondria. In 6-month-old naked mole rats, there were 0.23 ± 0.02 mitochondrial cross-sections per μm² of muscle fiber, while in 60-month-old animals this value was 0.47 ± 0.03. The average area of a single mitochondrial cross-section also increased with age in skeletal muscles–from 0.21 ± 0.01 to 0.29 ± 0.03 μm². Thus, naked mole rats show a drastic enlargement of the mitochondrial apparatus in skeletal muscles with age due to an increase in the number of mitochondria and their size. They possess a neotenic type of chondriome accompanied by specific features of mitochondrial functioning in the state of oxidative phosphorylation and a significant decrease in the level of matrix adenine nucleotides.     

CORRELATED MORPHOMETRIC AND BIOCHEMICAL STUDIES ON THE LIVER CELL : I. Morphometric Model, Stereologic Methods, and Normal Morphometric Data for Rat Liver

The basic morphological properties of liver cells are defined in the form of a morphometric model to permit integrated quantitative characterization of functionally important parameters. Stereologic methods which allow efficient and reliable quantitative evaluation of sectioned liver tissue are presented. Material, obtained by a rigorous three-stage sampling procedure from five normal rat livers, is systematically subjected to this analysis at four levels of magnification. This yields quantitative data which are expressed as "densities," i.e. content per 1 ml of tissue, as "specific dimensions" related to 100 g body weight, and as absolute dimensions per average "mononuclear" hepatocyte. Base line data relating to the normal rat liver are presented for the entire spectrum of parameters. As examples, 1 ml of liver tissue contains 169 x 10⁶ hepatocyte nuclei, some 90 x 10⁶ nuclei of other cells, and 280 x 10⁹ mitochondria. Hepatocyte cytoplasm accounts for 77% of liver volume, and the mitochondria for 18%. The surface area of endoplasmic reticulum membranes in 1 ml of liver tissue measures 11 m² of which are ⅔ of the rough form carrying some 2 x 10¹³ ribosomes. The surface area of mitochondrial cristae in the unit volume is estimated at 6 m². The validity and applicability of the method are discussed, and the data are compared with available information from other studies.     

MORPHOLOGICAL CHANGES IN TOXIC AND NON-TOXIC MICROCYSTIS ISOLATES AT DIFFERENT IRRADIANCE LEVELS1

Light intensity (4.5–40.0 μEin m^?2 s^?1) and culture age had a pronounced effect on cell size and size range of a non-toxic axenic Microcystis isolate. The rate of cell volume increase (μm³ d^?1) was 1.03 × light intensity (μEin m^?2 s^?1) – 6.49. Average cell volume varied from 33 to 119 μm³, cells at higher light intensities being larger and having a larger size range. The effects on a toxic axenic Microcystis isolate were similar but less pronounced. Average cell volume ranged from 21–74 μm³. In general, cell size and especially size variability appear to be sensitive indicators of physiological state, with cells under stress conditions being larger and associated with a larger size range. The wide range of cell diameters observed at different irradiance levels (3.4–7.2 μm for the non-toxic and 1.8–6.4 μm for the toxic isolate), makes questionable the use of cell size as a taxonomic character without careful consideration of environmental conditions.     

Importance of the core structure of flavones in promoting inhibition of the mitochondrial respiratory chain

Flavonoids are a large group of polyphenolic compounds that have received considerable attention because of their biological and physiological importance. The flavone (2-phenyl-4H-1-benzopyran-4one) used in this work is found in some cereal grains and generates several biological activities, including: apoptosis induction, cell cycle arrest, caspase activation and inhibition of tumor cell proliferation. However, its effects on the hepatic mitochondrial metabolism are still unknown. We evaluated the effect of flavone on the metabolism of mitochondria isolated from rat liver. Polarographic experiments using 200 μmol L^?1 flavone and rat liver mitochondria oxidizing glutamate or succinate indicated that both substrates underwent: (i) reduction of state 3 respiration; (ii) stimulation of state 4 respiration; (iii) reduction of the respiratory control coefficient; and (iv) reduction of the ADP/O ratio. An analysis of the activity of enzymatic complexes in the respiratory chain showed that flavone acts between complexes I and III. Flavone reduced the membrane electric potential at doses of 100, 150 and 200 μmol L^?1. Flavone at certain doses (75–200 μmol L^?1) reduced mitochondrial swelling in the presence of valinomycin and KNO₃, suggesting that flavone could induce changes in mitochondrial membrane properties. These results demonstrate that the inhibition of mitochondrial enzymes in the respiratory chain coupled with the effects on membrane properties are promoted by the core structure of flavones, and these effects may be in part responsible for the cytotoxic effects of flavones.     

Respiratory enzymes and mitochondrial morphology of HeLa and L cells treated with chloramphenicol and ethidium bromide

Exposure of HeLa and L cells to chloramphenicol causes a progressive dose-dependent decrease in cytochrome oxidase and succinate-cytochrome c reductase activities, concomitant with an increase in the amount of cytochrome c. At 2–3 days, the specific activities of the enzymes have fallen to about one-half of control values; the mitochondria appear swollen. By day 5, enzyme activities are about one-quarter of control values; the mitochondria are more swollen, with disorientation and disintegration of cristae. By day 6–8, after three generations, growth has stopped, enzyme activities are approximately the same as on day 5, and cytochrome c content has reached 170% of control value. Mitochondria show severe changes, cristae being affected more than peripheral inner membrane. The number of profiles continues to be nearly normal. After 30 days, cytochrome oxidase activity remains low but now there are mitochondria in intermediate and condensed configuration. There is a gradual accumulation in the cytoplasm of smooth membrane elements. If chloramphenicol is removed, cells recover. Ethidium bromide treatment for up to 8 days yields results virtually identical to those obtained with chloramphenicol. Cells treated with 10^-4 M KCN show a decrease in cytochrome oxidase activity to about one-third of control value and an elevated amount of cytochrome c. Only a small number of mitochondria appear damaged. Autochthonous mitochondrial syntheses appear to be essential for the organization of the cristae. When cytochrome oxidase activity is impaired, a regulatory mechanism for cytochrome biosynthesis geared to mitochondrial function may be lacking, resulting in an increase in cytochrome c content.     

Mitochondria impairment correlates with increased sensitivity of aging RPE cells to oxidative stress

Impairment of mitochondria function and cellular antioxidant systems are linked to aging and neurodegenerative diseases. In the eye, the retinal pigment epithelium (RPE) is exposed to a highly oxidative environment that contributes to age-related visual dysfunction. Here, we examined changes in mitochondrial function in human RPE cells and sensitivity to oxidative stress with increased chronological age. Primary RPE cells from young (9–20)-, mid-age (48–60)-, and >60 (62–76)-year-old donors were grown to confluency and examined by electron microscopy and flow cytometry using several mitochondrial functional assessment tools. Susceptibility of RPE cells to H₂O₂ toxicity was determined by lactate dehydrogenase and cytochrome c release, as well as propidium iodide staining. Reactive oxygen species, cytoplasmic Ca²⁺ [Ca²⁺]_c, and mitochondrial Ca²⁺ [Ca²⁺]_m levels were measured using 2′,7′-dichlorodihydrofluorescein diacetate, fluo-3/AM, and Rhod-2/AM, respectively, adenosine triphosphate (ATP) levels were measured by a luciferin/luciferase-based assay and mitochondrial membrane potential (ΔΨm) estimated using 5,5′,6,6′-tetrachloro 1,1′3,3′-tetraethylbenzimid azolocarbocyanine iodide. Expression of mitochondrial and antioxidant genes was determined by real-time polymerase chain reaction. RPE cells show greater sensitivity to oxidative stress, reduction in expression of mitochondrial heat shock protein 70, uncoupling protein 2, and superoxide dismutase 3, and greater expression of superoxide dismutase 2 levels with increased chronological age. Changes in mitochondrial number, size, shape, matrix density, cristae architecture, and membrane integrity were more prominent in samples obtained from >60 years old compared to mid-age and younger donors. These mitochondria abnormalities correlated with lower ATP levels, reduced ΔΨm, decreased [Ca²⁺]_c, and increased sequestration of [Ca²⁺]_m in cells with advanced aging. Our study provides evidence for mitochondrial decay, bioenergetic deficiency, weakened antioxidant defenses, and increased sensitivity of RPE cells to oxidative stress with advanced aging. Our findings suggest that with increased severity of mitochondrial decay and oxidative stress, RPE function may be altered in some individuals in a way that makes the retina more susceptible to age-related injury.     

Isolation and reconstruction of cardiac mitochondria from SBEM images using a deep learning-based method

Mitochondrial morphological defects are a common feature of diseased cardiac myocytes. However, quantitative assessment of mitochondrial morphology is limited by the time-consuming manual segmentation of electron micrograph (EM) images. To advance understanding of the relation between morphological defects and dysfunction, an efficient morphological reconstruction method is desired to enable isolation and reconstruction of mitochondria from EM images. We propose a new method for isolating and reconstructing single mitochondria from serial block-face scanning EM (SBEM) images. CDeep3M, a cloud-based deep learning network for EM images, was used to segment mitochondrial interior volumes and boundaries. Post-processing was performed using both the predicted interior volume and exterior boundary to isolate and reconstruct individual mitochondria. Series of SBEM images from two separate cardiac myocytes were processed. The highest F1-score was 95% using 50 training datasets, greater than that for previously reported automated methods and comparable to manual segmentations. Accuracy of separation of individual mitochondria was 80% on a pixel basis. A total of 2315 mitochondria in the two series of SBEM images were evaluated with a mean volume of 0.78 µm³. The volume distribution was very broad and skewed; the most frequent mitochondria were 0.04–0.06 µm³, but mitochondria larger than 2.0 µm³ accounted for more than 10% of the total number. The average short-axis length was 0.47 µm. Primarily longitudinal mitochondria (0–30 degrees) were dominant (54%). This new automated segmentation and separation method can help quantitate mitochondrial morphology and improve understanding of myocyte structure–function relationships.