New bioengineering insights into human neural precursor cell expansion in culture

Understanding initial cell growth, interactions associated with the process of expansion of human neural precursor cells (hNPCs), and cellular events pre- and postdifferentiation are important for developing bioprocessing protocols to reproducibly generate multipotent cells that can be used in basic research or the treatment of neurodegenerative disorders. Herein, we report the in vitro responses of telencephalon hNPCs grown in a serum-free growth medium using time-lapse live imaging as well as cell-surface marker, aggregate size, and immunocytochemical analyses. Time-lapse analysis of hNPC initial expansion indicated that cell-surface attachment in stationary culture and the frequency of cell-cell interaction in suspension conditions are important for subsequent aggregate formation and hNPC growth. In the absence of cell-surface attachment in low-attachment stationary culture, large aggregates of cells were formed and expansion was adversely affected. The majority of the telencephalon hNPCs expressed CD29, CD90, and CD44 (cell surface markers involved in cell-ECM and cell-cell interactions to regulate biological functions such as proliferation), suggesting that cell-surface attachment and cell-cell interactions play a significant role in the subsequent formation of cell aggregates and the expansion of hNPCs. Before differentiation, about 90% of the cells stained positive for nestin and expressed two neural precursor cells surface markers (CD133 and CD24). Upon withdrawal of growth cytokines, hNPCs first underwent cell division and then differentiated preferentially towards a neuronal rather than a glial phenotype. This study provides key information regarding human NPC behavior under different culture conditions and favorable culture conditions that are important in establishing reproducible hNPC expansion protocols.     

Best practices for the use and evaluation of animal serum as a component of cell culture medium

Animal serum is a common additive for cell culture medium and is often required at 5 to 10% (v/v) for the attachment and growth of primary and continuous anchorage-dependent (monolayer) cultures. The use of animal serum in cell culture medium confers several advantages and also some risks. This article discusses the use of animal serum as a component of cell culture medium. The best practices associated with the sourcing, storage, thawing, testing, and mitigation of risk associated with the use of animal sera are among the topics described in this article.     

Enhanced cell attachment using a novel cell culture surface presenting functional domains from extracellular matrix proteins

Many factors contribute to the creation and maintenance of a realistic environment for cell growth in vitro, e.g. the consistency of the growth medium, the addition of supplements, and the surface on which the cells grow. The nature of the surface on which cells are cultured plays an important role in their ability to attach, proliferate, migrate and function. Components of the extracellular matrix (ECM) are often used to coat glass or plastic surfaces to enhance cell attachment in vitro. Fragments of ECM molecules can be immobilised on surfaces in order to mimic the effects seen by whole molecules. In this study we evaluate the application of a novel technology for the immobilisation of functional domains of known ECM proteins in a controlled manner on a surface. By examining the adherence of cultured PC12 cells to alternative growth surfaces, we show that surfaces coated with motifs from collagen I, collagen IV, fibronectin and laminin can mimic surfaces coated with the corresponding whole molecules. Furthermore, we show that the adherence of cells can be controlled by modifying the hydropathic properties of the surface to either enhance or inhibit cell attachment. Collectively, these data demonstrate the application of a new technology to enable optimisation of cell growth in the tissue culture laboratory.     

Alteration in gene expression at the onset of human Y-79 retinoblastoma cell differentiation

We have tested the hypothesis that differentiation and growth arrest of Y-79 human retinoblastoma cells in culture is associated with a modification of gene expression. We first examined proteins translated from mRNAs isolated from Y-79 cells growing in suspension and in attachment cultures in serum-containing medium and found them to be markedly different. This suggests that membrane-substrate interactions are of major consequence in the biochemical differentiation of these cells. Secondly, we examined the patterns of proteins translated from attached cells which had been induced to morphologically differentiate into neuronal-like and glial-like cells by serum-withdrawal and dibutyryl cAMP treatment respectively. The in vitro translatable proteins of mRNAs isolated from these cultures were found to be markedly different from those of the suspension and attachment cultures. Thirdly, we found that treatment of cells growing in attachment culture in serum-containing medium supplemented with 8-bromo cAMP, butyrate and retinoic acid as well as dibutyryl cAMP resulted in discreet alterations in proteins translated in vitro from extracted mRNAs. Although all these substances inhibit the growth of Y-79 cells, only dibutyryl cAMP and butyrate result in morphological differentiation of cells. Our results suggest that (1) attachment and morphological differentiation of Y-79 cells are both related to specific alterations in gene expression and (2) differentiation and inhibition of cell growth by various agents can be correlated with changes in translatable mRNA species although all agents do not act in the same mode.     

Cross-linked collagen surface for cell culture that is stable,uniform, and optically superior to conventional surfaces

Summary A new type of collagen surface for use with cultures of peripheral nervous system cells is described. Collagen is derivatized to plastic culture dishes by a cross-linking reagent, 1-cyclohexyl-3-(2-morpholinoethyl)-carbodiimide-metho-p-toluenesulfonate (carbodiimide), to form a uniform and durable surface for cell attachment and growth that allows dry storage, long-term culture, and improved microscopy. Surfaces of collagen derivatized to plastic were compared to surfaces of adsorbed or ammonia-polymerized collagen in terms of collagen binding and detachment, growth by dorsal root ganglion cells, and electron microscopy appearances. Derivatized collagen surfaces retained more collagen and showed much less evidence of degradation and cellular damage over periods of many weeks than did conventional adsorbed surfaces. Long-term survival of cells on derivatized collagen was far superior to that on the other surfaces, with almost 90% of cultures still viable after 10 wk. Transmission electron microscopy showed an organized layer of single fibrils that supported cell growth well, and scanning electron microscopy demonstrated an increased uniformity of derivatized collagen surfaces compared to ammoniated collagen surfaces. Applications for this improved substrate surface are discussed. This work was supported by the Leopold Schepp Foundation, the Dysautonomia Foundation, National Institutes of Health Grants NS14768 and NS11237, and Institutional Core Grant HD06276.     

Long-term culture of rat liver cell spheroids in hormonally defined media

Liver cells of new-born rats, which were found to be able to form spheroidal aggregates when cultured on a nonadherent plastic substratum, were studied under various conditions of culture, mainly by adding different nutrients and growth factors to the culture medium. Analysis of hepatocyte-specific functions was carried out by immunoprecipitation to detect specific proteins newly secreted by liver cell spheroids on different days of culture. When no supplement was added to culture medium, the secretion of albumin and transferrin by liver cell spheroids was no longer detectable after 2 weeks of culture. When dexamethasone, glucagon, insulin, and EGF were added to culture medium, the secretion of albumin and transferrin remained detectable at least until 60 days of culture. This was even more striking when trace elements were added in addition to the three hormones and EGF. The effects of addition of these various factors to culture medium were also detectable with respect to alpha-FP secretion. Even after 54 days of culture in total supplemented medium, these liver cell spheroids could be transferred on a collagen-coated plastic substratum to form a monolayer of uniform liver parenchyma-like cells. The presence of extracellular matrix-like material was observed on the surface of cell spheroids. This could be responsible for attachment and fusion between cell spheroids. Thus, liver cell spheroids cultured in total supplemented medium ensured cell attachment to a biological matrix and cell-cell contact, which is thought to help maintain cell differentiation. Liver cell spheroids offer the possibility of toxicological and pharmacological studies as well as cultures in biomatrix and coculture systems. In addition these liver cells can be used for experiments in liver cell transplantation.     

Effects of substratum morphology on cell physiology

Among the host of substratum properties that affect animal cell behavior, surface morphology has received relatively little attention. The earliest effect of surface morphology on animal cells was discovered almost a century ago when it was found that cells became oriented in response to the underlying topography. This phenomenon is now commonly known as contact guidance. From then until very recentrly, little progress has been made in understanding the role of surface morphology on cell behavior, primarily due to a lack of defined surfaces with uniform morphologies. This problem has been solved recently with the development of photolithographic techniques to prepare substrata with well defined and uniform surface morphologies. Availability of such surfaces has facilitated systematic in vitro experiments to study influence of surface morphology on diverse cell physiological aspects such as adhesion, growth, and function. For example, these studies have shown that surfaces with uniform multipls parallel grooves can enhance cell adhesion by confining cells in grooves and by mechanically interlocking them. Several independent studies have demosterated that cell shape is a major determinant of cell growth and function. Because surface morphology has been shown to modulate the extent of cell spreading and cell shape, its effects on cell growth and function appear to be mediated via this biological coupling between cell shape and function. New evidence in the cell biology literature is emerging to suggest that surface morphology could affect other cell behavioral properties such as post-translational modifications. Further elucidation of such effects will enable better designs for implant and cell culture substrata.     

A novel method to prepare multicellular spheroids from varied cell types

A simple method for preparing multicellular spheroids from varied cell types has been successfully developed by using a stepwise gradient surface in cell attachability or detachability. The surface was composed of poly-N-isopropylacrylamide (PNIPAAm), a temperature responsive polymer, as a cell detaching component, and collagen as a cell attaching component. The surface functions as a culture substratum at 37 degrees C; then, when lowering the temperature of culture medium, the cells attached to it detach as a self-supporting sheet. This is because PNIPAAm dissolves into the culture medium below the lower critical solution temperature (LCST; about 30 degrees C), but it is insoluble above the LCST. The detached cell sheet forms a multicellular spheroid. The stepwise gradient surface which consisted of six different sectors was prepared by exposing a surface of the PNIPAAm-collagen mixture to ultraviolet (UV) irradiation six times using a photomask, sliding the hole position in the photomask, and changing the energy of UV irradiation. This was because crosslinking of collagen depended on the energy of UV irradiation, then, cell attachability to and detachability from the surface were tightly controlled by changing the energy.The stepwise gradient surface allowed us to easily determine optimal surface conditions to obtain good cell attachment and detachment as a self-supporting sheet from the surface to prepare multicellular spheroids. According to the evaluation of the attachability and detachability of 23 cell types, the optimal surface condition remarkably depended on each cell type. The detached cells under optimal surface conditions, including fibroblasts, osteoblastic cells, smooth muscle cells, and measangial cells, which were very difficult to form spherioids using conventional methods, were able to form multicellular spheroids. The results clearly demonstrate that the above-described method for preparing multicellular spheroids can be applied to varied cell types. (c) 1995 John Wiley & Sons, Inc.     

Quality control testing of surfaces for mammalian cell culture using cells propagated in a protein-free medium

Mouse NCTC clone 929 L (L-929) cells were propagated continuously for 3 years as monolayers in a protein-free chemically-defined medium. These cells, designated L-929-WS, were used for quality control testing of the surfaces of commercially available cell culture plastic flasks. Differences in attachment and saturation density of L-929-WS cells in a protein-free culture medium were taken to define various levels of quality of the culture vessels tested. The rate of attachment and growth of L-929-WS cells on a surface of a given quality correlated directly with that of human embryonal fibroblasts and embryonal epithelial cells grown in a serum-free medium supplemented with growth factors and hormones. L-929-WS cells propagated continuously in a protein-free medium provide a simple and sensitive assay system for more general quality control testing of surfaces used for the culture of monolayer cells.     

Effects of a nanoparticulate silica substrate on cell attachment of Candida albicans

AIMS: To investigate the influence of silica nanoparticles on the attachment and growth of Candida albicans cells. METHODS AND RESULTS: Spherical silica nanoparticles with diameters of 4, 7, 14 or 21 nm were attached to tissue culture polystyrene by a polycationic binding layer using a simple deposition procedure. The modified surfaces were shown to reduce the attachment and growth of C. albicans cells by a range of different measurements including microscopy, staining cells and measuring the amount of dye taken up and total cell activity measured using a dye reduction assay. For those cells that did attach and grow, the nanoparticle-coated surface inhibited the yeast to hyphal transition that is induced in the presence of serum. The greatest effect was observed for 7 and 14 nm diameter silica particles and we propose that the mechanism for these effects are related to either the topography of the surface or the slow dissolution of the bound silica. CONCLUSIONS: The attachment and growth of C. albicans is reduced by surface modification with silica nanoparticles. SIGNIFICANCE AND IMPACT OF THE STUDY: The modification of surfaces by nanoparticulate coatings is a simple process that may have applications in reducing the prevalence of Candida sp. cells on medical devices thus, limiting the incidence of this pathogenic yeast in clinical environments.     

In vitro behaviour of human osteoblasts on dentin and bone

This investigation studied how the behaviour of isolated osteoblasts on standard tissue culture polystyrene compared with cells cultured on cut surfaces of dentin, a natural calcified material. Cellular attachment, viability and growth were monitored in parallel cultures of human osteosarcoma cell lines (MG63, HOS TE85, SaOS-2) and primary human osteoblast-like cells (HOBs). Culture plastic was either left untreated or roughened with abrasive paper of various grit sizes (4000-1200 grit) in order to obtain a level of roughness comparable to that of the dentin slices. Cell counting and intracellular BCECF staining showed that after an initial incubation of 2 h, the primary cells attached and spread out more quickly on the different substrates than the three cell lines. The primary cells also showed a stronger mitochondrial staining and viability on dentin. During subsequent culture morphological differences appeared with the cells on dentin displaying more cellular extensions. All three cell lines proliferated more slowly on dentin than on plastic. In contrast, the primary HOBs were not significantly affected in their growth by the different substrates. Total and specific alkaline phosphatase (AP) activity of the cell lines was not significantly affected by the different substrates after short-term adhesion, but it was increased for the primary cells on the dentin. However, after 2-3 days of culture, AP was decreased on the dentin slices for both the cell lines and primary HOBs. Plasma treatment of the roughened plastic did not alter cellular viability or AP activity, suggesting that grinding of the surface did not affect the property of the culture plastic to support cell attachment and growth. In conclusion, the results show that not only do osteoblastic cells behave differently on a natural calcified substrate surface than on standard culture plastic, but also that differences were evident between the various cell types, in particular the primary HOB versus the continuous cell lines.     

Multifactorial interaction of growth factors on Penaeus monodon lymphoid cells and the impact of IGFs in DNA synthesis and metabolic activity in vitro

Development of continuous cell lines from shrimp is essential to investigate viral pathogens. Unfortunately, there is no valid cell line developed from crustaceans in general and shrimps in particular to address this issue. Lack of information on the requirements of cells in vitro limits the success of developing a cell line, where the microenvironment of a cell culture, provided by the growth medium, is of prime importance. Screening and optimization of growth medium components based on statistical experimental designs have been widely used for improving the efficacy of cell culture media. Accordingly, we applied Plackett–Burman design and response surface methodology to study multifactorial interactions between the growth factors in shrimp cell culture medium and to identify the most important ones for growth of lymphoid cell culture from Penaeus monodon. The statistical screening and optimization indicated that insulin like growth factor-I (IGF-I) and insulin like growth factor-II (IGF-II) at concentrations of 100 and 150 ng ml⁻¹, respectively, could significantly influence the metabolic activity and DNA synthesis of the lymphoid cells. An increase of 53 % metabolic activity and 24.8 % DNA synthesis could be obtained, which suggested that IGF-I and IGF-II had critical roles in metabolic activity and DNA synthesis of shrimp lymphoid cells.

Electronic supplementary material

The online version of this article (doi:10.1007/s10616-014-9697-0) contains supplementary material, which is available to authorized users.     

Electric cell-substrate impedance sensing (ECIS) as a noninvasive means to monitor the kinetics of cell spreading to artificial surfaces

This article describes the optimization of an experimental technique referred to as electric cell-substrate impedance sensing (ECIS) to monitor attachment and spreading of mammalian cells quantitatively and in real time. The method is based on measuring changes in AC impedance of small gold-film electrodes deposited on a culture dish and used as growth substrate. Based on experimental data and theoretical considerations we demonstrate that high-frequency capacitance measurements (f = 40 kHz) are most suited to follow the increasing surface coverage of the electrode due to cell spreading. The excellent time resolution of the method allowed an in-depth analysis of cell spreading kinetics under various experimental conditions. Using ECIS we studied the attachment and spreading of epithelial MDCK cells (strain II) on different protein coatings, and investigated the influence of divalent cations on spreading kinetics. We quantified the inhibitory effect of soluble peptides that mimic the recognition sequence of fibronectin and other extracellular matrix proteins (RGDS). We also applied the ECIS technique to monitor the detachment of confluent fibroblastic cell layers (WI38/VA-13) by means of these peptides.     

Extracellular matrix: A dynamic microenvironment for stem cell niche

Background

Extracellular matrix (ECM) is a dynamic and complex environment characterized by biophysical, mechanical and biochemical properties specific for each tissue and able to regulate cell behavior. Stem cells have a key role in the maintenance and regeneration of tissues and they are located in a specific microenvironment, defined as niche.

Scope of review

We overview the progresses that have been made in elucidating stem cell niches and discuss the mechanisms by which ECM affects stem cell behavior. We also summarize the current tools and experimental models for studying ECM–stem cell interactions.

Major conclusions

ECM represents an essential player in stem cell niche, since it can directly or indirectly modulate the maintenance, proliferation, self-renewal and differentiation of stem cells. Several ECM molecules play regulatory functions for different types of stem cells, and based on its molecular composition the ECM can be deposited and finely tuned for providing the most appropriate niche for stem cells in the various tissues. Engineered biomaterials able to mimic the in vivo characteristics of stem cell niche provide suitable in vitro tools for dissecting the different roles exerted by the ECM and its molecular components on stem cell behavior.

General significance

ECM is a key component of stem cell niches and is involved in various aspects of stem cell behavior, thus having a major impact on tissue homeostasis and regeneration under physiological and pathological conditions. This article is part of a Special Issue entitled Matrix-mediated cell behaviour and properties.     

Comprehension of attachment and multiplication properties by observing individual cell behaviors in anchorage-dependent culture

The behavioral properties of cell attachment and division were characterized by direct observation of individual cells in the culture of murine fibroblasts. At the cell attachment stage in the culture for early 10 h, the extent of cell spreading, which was defined as a ratio of the projected area of each cell against its saturated value, had a relatively broad distribution at 0.25 h, and it shifted to a higher level with elapsed time up to 10 h with narrowing in the distribution. The critical value of the extent of cell spreading was determined to be 0.54 as a threshold at which a cell is assumed to complete its adhesion to culture surface. The ratio of the number of cells with the extent of cell spreading over 0.54 against the total number of examined cells fairly followed the profile of cell adhesion which was obtained by measuring the number of adherent cells on culture surface.

At the cell growth stage in the culture for 20–64 h, doubling time of cell population increased gradually as the culture progressed toward confluence. Generation times (or cell-dividing spans) of individual cells, however, did not show a discriminating dependency on cell concentration and culture time. To clarify the influence of local congestion on the cell division, the generation time was formulated as a function of the number of contact cells around each target cell. Applying the cell placement growth model to estimating the extent of contact inhibition, the reciprocal value of doubling time could be correlated with the average of reciprocal generation times, implying that the doubling time on a cell-population basis is explained by considering the variation in dividing spans of individual cells affected by local contact environment.     

Transfection of cells attached to selected cell based biosensor surfaces

Mammalian cell attachment studies were conducted on a variety of common microchip surfaces for potential use in cell based biosensors. COS-7 cell attachment to Au, Pt or ITO, per unit area was greater than to SiO(2) surfaces. The number of cells that would attach was essentially maximized 3 h after cell seeding. HL-1 cells attached more readily to surfaces precoated with fibronectin, but by 3 h equivalent number of cells had attached independent of fibronectin precoating. Inclusion of serum in media during the initial period of attachment decreased the number of COS-7 cells attached to SiO(2) surfaces, but no dependence on serum was seen for ITO surfaces. The number of cells attached per unit area varied with the composition of the surface. However, no differences were observed in the percentage of cells transfected with a green fluorescent protein gene, or in the level of reporter gene expression over the population of transfected cells on ITO, SiO(2), Pt, Ag, or Au surfaces. Similar FACS analysis of transfected Hep G2 cells revealed lower levels of both transfection efficiency and levels of GFP fluorescence. Hep G2 cells plated on Ag did not remain attached for analysis, but there were no significant differences between tissue culture plastic and the other biosensor surfaces in the percentage of cells transfected. This suggests that, in general, cells will attach to the various conducting and nonconducting biosensor surfaces studied and will provide comparable data in reporter gene expression assays.     

Patterning of diverse mammalian cell types in serum free medium with photoablation

Integration of living cells with novel microdevices requires the development of innovative technologies for manipulating cells. Chemical surface patterning has been proven as an effective method to control the attachment and growth of diverse cell populations. Patterning polyelectrolyte multilayers through the combination of layer‐by‐layer self‐assembly technique and photolithography offer a simple, versatile, and silicon compatible approach that overcomes chemical surface patterning limitations, such as short‐term stability and low‐protein adsorption resistance. In this study, direct photolithographic patterning of two types of multilayers, PAA (poly acrylic acid)/PAAm (poly acryl amide) and PAA/PAH (poly allyl amine hydrochloride), were developed to pattern mammalian neuronal, skeletal, and cardiac muscle cells. For all studied cell types, PAA/PAAm multilayers behaved as a cytophobic surface, completely preventing cell attachment. In contrast, PAA/PAH multilayers have shown a cell‐selective behavior, promoting the attachment and growth of neuronal cells (embryonic rat hippocampal and NG108‐15 cells) to a greater extent, while providing little attachment for neonatal rat cardiac and skeletal muscle cells (C2C12 cell line). PAA/PAAm multilayer cellular patterns have also shown a remarkable protein adsorption resistance. Protein adsorption protocols commonly used for surface treatment in cell culture did not compromise the cell attachment inhibiting feature of the PAA/PAAm multilayer patterns. The combination of polyelectrolyte multilayer patterns with different adsorbed proteins could expand the applicability of this technology to cell types that require specific proteins either on the surface or in the medium for attachment or differentiation, and could not be patterned using the traditional methods. © 2009 American Institute of Chemical Engineers Biotechnol. Prog., 2009     

Effects of cell adhesion to the substratum on the growth of chick embryo fibroblasts

Chick embryo fibroblasts were plated on Petri dishes that had not been treated for use in tissue culture (bacteriological dishes). On these dishes the cells grow at the same exponential rate as cells plated on tissue culture dishes, but their growth becomes inhibited sooner after plating, and therefore at a lower cell number per dish. The inhibition of cell growth on bacteriological dishes is correlated with the formation of cell clumps. Clump formation is reversible by mechanical transfer of the clumps to a tissue culture dish: the cells migrate out of the clumps, form a monolayer, and cell growth resumes.Clump formation was studied by time-lapse cinematography, and was found to be due to reduced adhesion of the cells to the bacteriological dish surface. This reduced adhesiveness of the substratum is due to a lower number of negatively-charged residues on the bacteriological dish surface, which can be measured by the binding of crystal violet. The number of negatively-charged residues, and therefore the adhesiveness of the substratum can be altered by treatment of the dishes with sulfuric acid. Serum components of the medium were found to affect cell adhesion to the bacteriological dishes, consequently altering the efficiency of cell attachment, the extent of cell growth and the pattern of clump formation.The cells in clumps were compared with those in confluent monolayers on tissue culture dishes. Growth-inhibited cells on both types of dish were found to be equally viable. Cells in clumps on bacteriological dishes were found to be inhibited in the G1 phase of the cell cycle, as are cells in density-inhibited monolayers. Infection by the oncogenic virus, Rous sarcoma virus, can release the cells from growth-inhibition on both types of dish. Cell-induced alterations of the medium are not involved in the growth inhibition of cells on bacteriological dishes.     

Development of standardized cell culture conditions for tumor cells with potential clinical application

BACKGROUND: Tumor cell lines have enormous value for the study of different aspects of cancer biology and have also recently gained great importance in autologous cell-based anti-tumor therapies. However, the use of these cells is still limited because in vitro growth is hampered by suboptimal culture conditions and current media contain fetal bovine serum (FBS), which poses serious safety concerns regarding clinical application. METHODS: To address this drawback, we aimed to develop a strategy for optimization of the culture medium for human medullary thyroid carcinoma (MTC) cell lines as a model system. We combined the general cell screening system (GCSS), which continuously measured the growth behavior of cells in a 96-well plate format, with statistically based experimental designs. RESULTS: The results obtained clearly demonstrated that, just by changing the composition of the basal medium, a significantly enhanced growth rate could be observed, and by subsequent addition of several substances a serum-free cell culture medium could be developed. This medium allowed the propagation of two MTC cell lines comparable with conventionally used serum-supplemented medium. DISCUSSION: We present a fast and easy way to screen for substances that are essential for tumor cell growth in vitro. Furthermore, these tumor cells can be adapted to culture conditions that allow the use of the cells in safe cell-based therapies. This is of utmost importance because of increasing regulatory requirements.     

Identification of the pivotal role of glutamate in enhancing insect cell growth using factor analysis

Although the insect cell/baculovirus system is an important expression platform for recombinant protein production, our understanding of insect cell metabolism with respect to enhancing cell growth capability and productivity is still limited. Moreover, different host insect cell lines may have different growth characteristics associated with diverse product yields, which further hampers the elucidation of insect cell metabolism. To address this issue, the growth behaviors and utilization profiles of common metabolites among five cultured insect cell lines (derived from two insect hosts, Spodoptera frugiperda and Spodoptera exigua) were investigated in an attempt to establish a metabolic framework that can interpret the different cell growth behaviors. To analyze the complicated metabolic dataset, factor analysis was introduced to differentiate the crucial metabolic variations among these cells. Factor analysis was used to decompose the metabolic data to obtain the underlying factors with biological meaning that identify glutamate (a metabolic intermediate involved in glutaminolysis) as a key metabolite for insect cell growth. Notably, glutamate was consumed in significant amounts by fast-growing insect cell lines, but it was produced by slow-growing lines. A comparative experiment using cells grown in culture media with and without glutamine (the starting metabolite in glutaminolysis) was conducted to further confirm the pivotal role of glutamate. The factor analysis strategy allowed us to elucidate the underlying structure and inter-correlation between insect cell growth and metabolite utilization to provide some insights into insect cell growth and metabolism, and this strategy can be further extended to large-scale metabolomic analysis.