Analysis of amino acid supplementation effects on hepatocyte cultures using flux balance analysis

When cultured hepatocytes are exposed to challenging environments such as plasma, they frequently suffer a decline in liver-specific functions. Media supplements are sought to reduce or eliminate this effect. A rational design approach for amino acid supplementation in hepatocyte culture has been developed in our prior work, and designed amino acid supplementation (DAA) was found to increase urea and albumin production. To fully characterize the metabolic state of hepatocytes under different amino acid supplementations, a number of metabolite measurements are performed in this work and used in a metabolic network flexibility analysis framework including thermodynamic constraints to determine the range of values for the intracellular fluxes. A metabolic objective prediction model is used to infer the metabolic objectives of the hepatocytes and to quantify the intracellular flux distribution for three different amino acid supplementations. The results illustrate that DAA leads to greater fluxes in the tricarboxylic acid cycle (TCA) cycle, urea cycle, and fatty acid oxidation concomitant with lower fluxes in intracellular lipid metabolism compared with empirical amino acid and no amino acid supplementation for hepatocytes during plasma exposure. It is also found that hepatocytes exhibit flexibility in their metabolic objectives depending on the composition of the amino acid supplementations. By incorporating both experimental data and thermodynamic constraints into the mathematical model, the proposed approach leads to identification of metabolic objectives and characterization of fluxes' variability and pathway changes due to different cultured conditions.     

Metabolic flux analysis of hepatocyte function in hormone- and amino acid-supplemented plasma

Understanding the metabolic and regulatory pathways of hepatocytes is important for biotechnological applications involving liver cells. Previous attempts to culture hepatocytes in plasma yielded poor functional results. Recently we reported that hormone (insulin and hydrocortisone) and amino acid supplementation reduces intracellular lipid accumulation and restores liver-specific function in hepatocytes exposed to heparinized human plasma. In the current study, we performed metabolic flux analysis (MFA) using a simplified metabolic network model of cultured hepatocytes to quantitively estimate the changes in lipid metabolism and relevant intracellular pathways in response to hormone and amino acid supplementation. The model accounts for the majority of central carbon and nitrogen metabolism, and assumes pseudo-steady-state with no metabolic futile cycles. We found that beta-oxidation and tricarboxylic acid (TCA) cycle fluxes were upregulated by both hormone and amino acid supplementation, thus enhancing the rate of lipid oxidation. Concomitantly, hormone and amino acid supplementation increased gluconeogenic fluxes. This, together with an increased rate of glucose clearance, caused an increase in predicted glycogen synthesis. Urea synthesis was primarily derived from ammonia and aspartate generated through transamination reactions, while exogenous ammonia removal accounted for only 3-6% of the urea nitrogen. Amino acid supplementation increased the endogenous synthesis of oxaloacetate, and in turn that of aspartate, a necessary substrate for the urea cycle. These findings from MFA provide cues as to which genes/pathways relevant to fatty acid oxidation, urea production, and gluconeogenesis may be upregulated by plasma supplementation, and are consistent with current knowledge of hepatic amino acid metabolism, which provides further credence to this approach for evaluating the metabolic state of hepatocytes under various environmental conditions.     

Metabolic pre-conditioning of cultured cells in physiological levels of insulin: generating resistance to the lipid-accumulating effects of plasma in hepatocytes

Understanding the regulation of hepatocyte lipid metabolism is important for several biotechnological applications involving liver cells. During exposure of hepatocytes to plasma, as is the case in extracorporeal bioartificial liver assist devices, it has been reported that hepatic-specific functions, e.g., albumin and urea synthesis and diazepam removal, are dramatically compromised and hepatocytes progressively accumulate cytoplasmic lipid droplets. We hypothesized that the composition of hepatocyte culture medium significantly affects lipid metabolism during subsequent plasma exposure. Rat hepatocytes were cultured in medium containing either physiological (50 microU/mL) or supra-physiological (500 mU/mL) insulin levels for 1 week and then exposed to human plasma supplemented with or without amino acids. We found that insulin's anabolic effects, such as stimulation of triglyceride storage, were carried over from the pre-conditioning to the plasma exposure period. While hepatocytes cultured in high insulin medium accumulated large quantities of triglycerides during subsequent plasma exposure, culture in low insulin medium largely prevented lipid accumulation. Urea and albumin secretion, as well as the ammonia removal rate, were largely unaffected by insulin but increased with amino acid supplementation. Thus, hepatocyte metabolism during plasma exposure can be modulated by medium pre-conditioning and supplements added to plasma.     

Improved long-term culture of hepatocytes in a hydrogel containing Arg-Gly-Asp (RGD)

Freshly harvested primary rat hepatocytes, which had been entrapped in a synthetic extracellular matrix, were examined for differentiated morphology and enhanced liver-specific functions for long-term culture. A copolymer of N-isopropylacrylamide (98 mol % in the feed) and acrylic acid [poly(NiPAAm-co-AAc)], and the adhesion molecule, Arg-Gly-Asp (RGD), incorporated into a hydrogel, were used to entrap hepatocytes. Over 28 days' culture, the hepatocytes in the RGD-incorporated gel maintained higher viability and produced albumin and urea at constant rates, while there was lower cell viability and less albumin secretion by hepatocytes in poly(NiPAAm-co-AAc). Hepatocytes cultured in the gel with RGD incorporated into it constitutes a potentially useful three-dimensional cell system for application in a bio-artificial liver device.     

Phenotype of hepatocyte spheroids in synthetic thermo-reversible extracellular matrix

Aggregates of specific cells are often regarded as a better form in artificial organs and mammalian cell bioreactors in terms of cell-specific functionality. In this study, the morphology and liver-specific functions of freshly harvested primary rat hepatocytes, which were cultivated as spheroids and entrapped in a synthetic thermo-reversible extracellular matrix, were examined and compared to a control (hepatocytes in single cell form). A copolymer of N-isopropylacrylamide (98 mole % in feed) and acrylic acid (poly(NiPAAm-co-AAc)), a thermo-reversible copolymer gel matrix, was used to entrap hepatocytes either in spheroids or single cells. During a 7-day culture period, the spheroids maintained higher viability and produced albumin and urea at a relatively constant rate, while the single cell culture showed a slight increase in cell numbers and a reduction in albumin secretion. Hepatocytes cultured as spheroids present a potentially useful three-dimensional cell culture system for application in a bioartificial liver device.     

Metabolic flux analysis of cultured hepatocytes exposed to plasma

Hepatic metabolism can be investigated using metabolic flux analysis (MFA), which provides a comprehensive overview of the intracellular metabolic flux distribution. The characterization of intermediary metabolism in hepatocytes is important for all biotechnological applications involving liver cells, including the development of bioartificial liver (BAL) devices. During BAL operation, hepatocytes are exposed to plasma or blood from the patient, at which time they are prone to accumulate intracellular lipids and exhibit poor liver-specific functions. In a prior study, we found that preconditioning the primary rat hepatocytes in culture medium containing physiological levels of insulin, as opposed to the typical supraphysiological levels found in standard hepatocyte culture media, reduced lipid accumulation during subsequent plasma exposure. Furthermore, supplementing the plasma with amino acids restored hepatospecific functions. In the current study, we used MFA to quantify the changes in intracellular pathway fluxes of primary rat hepatocytes in response to low-insulin preconditioning and amino acid supplementation. We found that culturing hepatocytes in medium containing lower physiological levels of insulin decreased the clearance of glucose and glycerol with a concomitant decrease in glycolysis. These findings are consistent with the general notion that low insulin, especially in the presence of high glucagon levels, downregulates glycolysis in favor of gluconeogenesis in hepatocytes. The MFA model shows that, during subsequent plasma exposure, low-insulin preconditioning upregulated gluconeogenesis, with lactate as the primary precursor in unsupplemented plasma, with a greater contribution from deaminated amino acids in amino acid-supplemented plasma. Concomitantly, low-insulin preconditioning increased fatty acid oxidation, an effect that was further enhanced by amino acid supplementation to the plasma. The increase in fatty acid oxidation reduced intracellular triglyceride accumulation. Overall, these findings are consistent with the notion that the insulin level in medium culture presets the metabolic machinery of hepatocytes such that it directly impacts on their metabolic behavior during subsequent plasma culture.     

Heterotypic interactions in the preservation of morphology and functionality of porcine hepatocytes by bone marrow mesenchymal stem cells in vitro

Temporary replacement of specific liver functions with extracorporeal bioartificial liver has been hampered by rapid de‐differentiation of porcine hepatocytes in vitro. Co‐cultivation of hepatocytes with non‐parenchymal cells may be beneficial for optimizing cell functions via mimicry of physiological microenvironment consisting of endogenous matrix proteins. However, the underlying mechanisms remain to be elucidated. A randomly distributed co‐culture system composed of porcine hepatocytes and bone marrow mesenchymal stem cells was generated, and the morphological and functional changes of varying degrees of heterotypic interactions were characterized. Furthermore, contributions of extracellular matrix within this co‐culture were evaluated. A rapid attachment and self‐organization of three‐dimensional hepatocyte spheroids were encouraged. Studies on hepatocyte viability showed a metabolically active, viable cell population in all co‐culture configurations with occurrence of few dead cells. The maximal induction of albumin production, urea synthesis, and cytochrome P4503A1 activities was achieved at seeding ratio of 2:1. Immunocytochemical detection of various extracellular matrix confirmed that a high level of matrix proteins synthesis within distinct cells was involved in hepatocyte homeostasis. These results demonstrate for the first time that cell–matrix has synergic effects on the preservation of hepatic morphology and functionality in the co‐culture of porcine hepatocytes with mesenchymal stem cells in vitro, which could represent a promising tool for tissue engineering, cell biology, and bioartificial liver devices. J. Cell. Physiol. 219: 100–108, 2009. © 2008 Wiley‐Liss, Inc.     

Long-term culture of fetal rat hepatocytes in media supplemented with fetal calf-serum Ultroser SF or Ultroser G

Fetal hepatocytes cultured in medium supplemented with fetal calf serum (FCS) or Ultroser SF do not maintain production of albumin or transferrin beyond one week of culture. When dexamethasone (10(-7) M) is present, secretion of albumin and transferrin can be extended to two weeks, however, levels are extremely low. By three weeks, neither plasma protein can be detected in the culture medium in either conditions of culture. In contrast, hepatocytes maintained in medium supplemented with Ultroser G continue to produce albumin and transferrin at high levels for the entire three week period of this study. The morphology of the cultures are different. In FCS and Ultroser SF supplemented medium there are many more fibroblast and epithelial-like cells and relatively fewer cells which are distinctly hepatocytes when compared with Ultroser G supplemented medium. The level of tyrosine aminotransferase, which is a dexamethasone inducible enzyme, is found to be much higher in Ultroser G cultures, with no further increase demonstrable by addition of dexamethasone. In contrast, dexamethasone induces the enzyme by about eight-fold in cultures maintained in FCS supplemented medium. Therefore it appears that Ultroser G already contains sufficient steroid activity to maximize the level of tyrosine aminotransferase. A comparison between Ultroser C and SF (steroid-free) suggests that the mixture of steroid and steroid derivatives in the G formulation must be important in the maintenance of differentiated functions of hepatocytes in culture. However, supplementation of FCS cultures with dexamethasone, which is known to be present in Ultroser G, does not allow hepatocytes to retain their differentiated functions over an extended period. Therefore it is concluded that other components besides dexamethasone must be important.     

Phenotype of hepatocyte spheroids in Arg-GLY-Asp (RGD) containing a thermo-reversible extracellular matrix

The spheroid of specific cells is often regarded as the better form in artificial organs and mammalian cell bioreactors for improved cell-specific functions. In this study, freshly harvested primary rat hepatocytes, which had been cultivated as spheroids and entrapped in a synthetic thermo-reversible extracellular matrix, were examined for differentiated morphology and enhanced liver-specific functions as compared to a control set (hepatocytes in single-cell form). A copolymer of N-isopropylacrylamide (98 mole % in the feed) and acrylic acid (poly(NiPAAm-co-AAc)), and the adhesion molecule, an Arg-Gly-Asp (RGD)-incorporated thermo-reversible matrix, were used to entrap hepatocytes in the form of either spheroids or single cells. In a 28-day culture period, the spheroids in the RGD-incorporated gel maintained higher viability and produced albumin and urea at constant rates, while there was lower cell viability and less albumin secretion by the spheroids in p(NiPAAm-co-AAc). Hepatocytes cultured as spheroids in the RGD-incorporated gel would constitute a potentially useful three-dimensional cell system for application in a bio-artificial liver device.     

Phenotype of Hepatocyte Spheroids Behavior within Thermo-Sensitive Poly(NiPAAm-co-PEG-g-GRGDS) Hydrogel as a Cell Delivery Vehicle

Aggregates (spheroids) of specific cells are often regarded as a better form in artificial organs and mammalian cell bioreactors for improved cell-specific functions. Freshly harvested primary rat hepatocytes, cultivated as spheroids and entrapped in an adhesion molecules of Arg–Gly–Asp (RGD)-conjugated extracellular matrix, have been examined for differentiated morphology and enhanced liver-specific functions. A copolymer of RGD conjugated p(NiPAAm-co-PEG) hydrogel was used to entrap hepatocytes in the forms of spheroids. Over 28 days, entrapped the spheroids had a higher viability and produced albumin and urea at constant rates, while there was slight increase in cell numbers and reduction of albumin secretion in single cell culture in the hydrogel. Hepatocytes cultured in this way are a potentially useful three-dimensional cell system for application in a bioartificial liver device and bioreactor.The first two authors (Keun-Hong Park and Kun Na) are equally contributed to this work.     

Culture of primary rat hepatocytes within a flat hollow fibre cassette for potential use as a component of a bioartificial liver support system

Primary rat hepatocytes were cultured in a flat, hollow-fibre cassette, `The Tecnomouse', which provided direct oxygenation and a homogeneous environment for cells within the cassette. Most hollow fibre systems utilise media oxygenators to provide O₂ to cells; in the Tecnomouse cassette, cells are provided with direct oxygenation via gas channels in the silicone membrane surrounding the hollow fibres. Hepatocyte functionality was monitored by following urea production, albumin production and cytochrome P-450 enzyme activities. The system could maintain cells in a viable state and the presence of specific hepatocyte functions including albumin production and cytochrome P-450 activity. Electron microscopy showed aggregated spherical hepatocytes and apparent high extent of necrosis.     

Hepatocytes of Wistar and Sprague Dawley rats differ significantly in their central metabolism

Wistar and Sprague‐Dawley (SD) rats are most commonly used experimental rats. They have similar genetic background and are therefore, not discriminated in practical research. In this study, we compared metabolic profiles of Wistar and SD rat hepatocytes from middle (6 months) and old (23 months) age groups. Principle component analysis (PCA) on the specific uptake and production rates of amino acids, glucose, lactate and urea indicated clear differences between Wistar and SD rat hepatocytes. SD rat hepatocytes showed higher uptake rates of various essential and non‐essential amino acids, particularly in early culture phases (0‐12 h) compared to later phases (12‐24 h). SD hepatocytes seem to be more sensitive to isolation procedure and in vitro culture requiring more amino acids for cellular maintenance and repair. Major differences between Wistar and SD rat hepatocytes were observed for glucose and branched chain amino acid metabolism. We conclude that the observed differences in the central carbon metabolism of isolated hepatocytes from these two rats should be considered when using one or the other rat type in studies on metabolic effects or diseases such as diabetes or obesity.     

Influence of branched-chain amino acid composition of culture media on the synthesis of plasma proteins by serum-free cultured rat hepatocytes

Summary Supplementation of Ham's F12 culture medium with essential amino acids (EAA) up to the rat plasma levels increased the rates of synthesis of albumin and transferrin by cultured rat hepatocytes by 1.3 and 1.7, respectively. Fifty percent of this increase could be attributed to three of the EAA: the branched-chain amino acids (BCAA: Leu Ile and Val). Non-branched-chain essential amino acids (non-BC-EAA) stimulated only 25% of the increase produced by the whole EAA mixture. When each EAA was tested individually, none of them caused an appreciable increase in albumin and transferrin in culture medium. When the concentrations of all EAA were raised to rat postprandial portal levels, albumin and transferrin synthesis rates reached a maximum, increasing by 3.2 and 3.5, respectively. Supplementation with BCAA at postprandial portal concentrations increased albumin and transferrin synthesis rates by 2.2 and 2.0, respectively, and had no noteworthy effect on the synthesis of cellular proteins. Non-BC-EAA at their postprandial portal concentrations increased albumin and transferrin synthesis rates by 1.7 and 1.9, respectively. Supplementation with alanine to reach a nitrogen content equal to that of the modified EAA-enriched medium had no stimulatory effect. Our results show that EAA have a specific effect on the synthesis of plasma proteins by cultured hepatocytes, and that BCAA at physiologic concentrations account for the major part of this stimulatory effect. Consequently, EAA and particularly BCAA concentration should be elevated in serum-free nutrient media to sustain maximum plasma protein synthesis.     

Primary rat hepatocyte culture on 3D nanofibrous polymer scaffolds for toxicology and pharmaceutical research

Primary rat hepatocytes are a widely used experimental model to estimate drug metabolism and toxicity. In currently used two‐dimensional (2D) cell culture systems, typical problems like morphological changes and the loss of liver cell‐specific functions occur. We hypothesize that the use of polymer scaffolds could overcome these problems and support the establishment of three‐dimensional (3D) culture systems in pharmaceutical research. Isolated primary rat hepatocytes were cultured on collagen‐coated nanofibrous scaffolds for 7 days. Cell loading efficiency was quantified via DNA content measurement. Cell viability and presence of liver‐cell‐specific functions (albumin secretion, glycogen storage capacity) were evaluated. The activity of liver‐specific factors was analyzed by immunofluorescent staining. RNA was isolated to establish quantitative real‐time PCR. Our results indicate that primary rat hepatocytes cultured on nanofibrous scaffolds revealed high viability and well‐preserved glycogen storage. Albumin secretion was existent during the entire culture period. Hepatocytes remain HNF‐4 positive, indicating highly preserved cell differentiation. Aggregated hepatocytes re‐established positive signaling for Connexin 32, a marker for differentiated hepatocyte interaction. ZO‐1‐positive hepatocytes were detected indicating formation of tight junctions. Expression of cytochrome isoenzymes was inducible. Altogether the data suggest that nanofibrous scaffolds provide a good in vitro microenvironment for neo tissue regeneration of primary rat hepatocytes. Biotechnol. Bioeng. 2011; 108:141–150. © 2010 Wiley Periodicals, Inc.     

Novel quantitative tools for engineering analysis of hepatocyte cultures in bioartificial liver systems

Extracorporeal bioartificial liver devices (BAL) are perhaps among the most promising technologies for the treatment of liver failure, but significant technical challenges remain in order to develop systems with sufficient processing capacity and of manageable size. One key limitation is that during BAL operation, when the device is exposed to plasma from the patient, hepatocytes are prone to accumulate intracellular lipids and exhibit poor liver-specific functions. Based on hepatic intermediary metabolism, we have utilized mathematical programming techniques to optimize the biochemical environment of hepatocyte cultures towards the desired effect of increased albumin and urea synthesis. To investigate the feasible range of optimal hepatic function, we have obtained a Pareto optimal set of solutions corresponding to liver-specific functions of urea and albumin secretion in the metabolic framework using multiobjective optimization. The importance of amino acids in the supplementation and the criticality of the metabolic pathways have been investigated using logic-based programming techniques. Since the metabolite measurements are bound to be patient specific, and hence subject to variability, uncertainty has to be integrated with system analysis to improve the prediction of hepatic function. We have used the concept of two stage stochastic programming to obtain robust solutions by considering extracellular variability. The proposed analysis represents a new systematic approach to analyze behavior of hepatocyte cultures and optimize different operating parameters for an extracorporeal device based on real-time conditions.     

Maintenance and reversibility of active albumin secretion by adult rat hepatocytes co-cultured with another liver epithelial cell type

When adult rat hepatocytes were co-cultured with another liver epithelial cell type in a medium supplemented or not with fetal calf serum (FCS), it was found that 1. They survived for more than 2 months 2. Albumin secretion levels remained high over the whole culture period 3. Decreased secretion might be reversed 4. This protein secretion activity appeared to be dependent upon both the presence of cell-cell contacts and the production of an extracellular material. The results demonstrate for the first time long-term stabilization and reversibility of a specific function (albumin secretion) at high levels by adult hepatocytes cultured in serum-free medium and suggest that both the presence of other liver cell type(s) and the production of an extracellular matrix are needed for the maintenance of specific functions in cultured hepatocytes.     

Perfusion enhanced polydimethylsiloxane based scaffold cell culturing system for multi‐well drug screening platform

Conventional two‐dimensional cultures in monolayer and sandwich configuration have been used as a model for in vitro drug testing. However, these culture configurations do not present the actual in vivo liver cytoarchitecture for the hepatocytes cultures and thus they may compromise the cells liver‐specific functions and their cuboidal morphology over longer term culture. In this study, we present a three‐dimensional polydimethylsiloxane (PDMS) scaffold with interconnected spherical macropores for the culturing of rat liver cells (hepatocytes). The scaffolds were integrated into our perfusion enhanced bioreactor to improve the nutrients and gas supply for cell cultures. The liver‐specific functions of the cell culture were assessed by their albumin and urea production, and the changes in the cell morphology were tracked by immunofluorescence staining over 9 days of culture period. N‐Acetyl‐Para‐Amino‐Phenol (acetaminophen) was used as drug model to investigate the response of cells to drug in our scaffold‐bioreactor system. Our experimental results revealed that the perfusion enhanced PDMS‐based scaffold system provides a more conducive microenvironment with better cell‐to‐cell contacts among the hepatocytes that maintains the culture specific enzymatic functions and their cuboidal morphology during the culturing period. The numerical simulation results further showed improved oxygen distribution within the culturing chamber with the scaffold providing an additional function of shielding the cell cultures from the potentially detrimental fluid induced shear stresses. In conclusion, this study could serve a crucial role as a platform for future preclinical hepatotoxicity testing. © 2014 American Institute of Chemical Engineers Biotechnol. Prog., 30:418–428, 2014     

犊牛肝细胞的分离与原代培养

以初生犊牛作肝细胞供者,采用稍加改良的两步胶原酶灌流法和一步灌流结合组织块消化法分离获取肝细胞,并进行原代培养;以台盼蓝染色法测细胞活力,在倒置显微镜下观察肝细胞形态变化,采用Beckman全自动生化分析仪检测较好培养体系不同时间培养上清液中白蛋白、乳酸脱氢酶(LDH)、尿素的含量。结果显示,相比较于一步灌流结合组织块消化法,胶原酶消化法所获取的肝细胞形态完整、贴壁良好、活性高、功能强;LDH漏出量、白蛋白分泌及尿素合成等指标在1周内呈现规律性变化,第3和第4天时LDH漏出量最低,白蛋白分泌及尿素合成功能正常,表明所分离的肝细胞在培养第3￣4天功能最佳。     

Oxygen uptake rates and liver-specific functions of hepatocyte and 3T3 fibroblast co-cultures

Bioartificial liver (BAL) devices have been developed to treat patients undergoing acute liver failure. One of the most important parameters to consider in designing these devices is the oxygen consumption rate of the seeded hepatocytes which are known to have oxygen consumption rates 10 times higher than most other cell types. Hepatocytes in various culture configurations have been tested in BAL devices including those formats that involve co-culture of hepatocytes with other cell types. In this study, we investigated, for the first time, oxygen uptake rates (OUR)s of hepatocytes co-cultured with 3T3-J2 fibroblasts at various hepatocyte to fibroblast seeding ratios. OURs were determined by measuring the rate of oxygen disappearance using a ruthenium-coated optical probe after closing and sealing the culture dish. Albumin and urea production rates were measured to assess hepatocyte function. Lower hepatocyte density co-cultures demonstrated significantly higher OURs (2 to 3.5-fold) and liver- specific functions (1.6-fold for albumin and 4.5-fold for urea production) on a per cell basis than those seeded at higher densities. Increases in OUR correlated well with increased liver-specific functions. OURs (V(m)) were modeled by fitting Michaelis-Menten kinetics and the model predictions closely correlated with the experimental data. This study provides useful information for predicting BAL design parameters that will avoid oxygen limitations, as well as maximize metabolic functions.