Different Batches Of Cells Research Articles

IMGG: Integrating Multiple Single-Cell Datasets through Connected Graphs and Generative Adversarial Networks.

There is a strong need to eliminate batch-specific differences when integrating single-cell RNA-sequencing (scRNA-seq) datasets generated under different experimental conditions for downstream task analysis. Existing batch correction methods usually transform different batches of cells into one preselected “anchor” batch or a low-dimensional embedding space, and cannot take full advantage of useful information from multiple sources. We present a novel framework, called IMGG, i.e., integrating multiple single-cell datasets through connected graphs and generative adversarial networks (GAN) to eliminate nonbiological differences between different batches. Compared with current methods, IMGG shows excellent performance on a variety of evaluation metrics, and the IMGG-corrected gene expression data incorporate features from multiple batches, allowing for downstream tasks such as differential gene expression analysis.

Unraveling the Extracellular Metabolism of Immortalized Hippocampal Neurons Under Normal Growth Conditions.

Metabolomic profiling of cell lines has shown many potential applications and advantages compared to animal models and human subjects, and an accurate cellular metabolite analysis is critical to understanding both the intracellular and extracellular environments in cell culture. This study provides a fast protocol to investigate in vitro metabolites of immortalized hippocampal neurons HN9.10e with minimal perturbation of the cell system using a targeted approach. HN9.10e neurons represent a reliable model of one of the most vulnerable regions of the central nervous system. Here, the assessment of their extracellular metabolic profile was performed by studying the cell culture medium before and after cell growth under standard conditions. The targeted analysis was performed by a direct, easy, high-throughput reversed-phase liquid chromatography with diode array detector (RP-HPLC-DAD) method and by headspace solid-phase microextraction–gas chromatography–mass spectrometry (HS-SPME-GC-MS) for the study of volatile organic compounds (VOCs). The analysis of six different batches of cells has allowed to investigate the metabolic reproducibility of neuronal cells and to describe the metabolic “starting” conditions that are mandatory for a well-grounded interpretation of the results of any following cellular treatment. An accurate study of the metabolic profile of the HN9.10e cell line has never been performed before, and it could represent a quality parameter before any other targeting assay or further exploration.

Pre-clinical MRI-guided intravesical instillation theranosis of bladder cancer by tumor-selective oxygen nanogenerator

Bladder tumor intravesical instillation is usually compromised by hypoxia and low target efficiency. Herein, a nanoscale oxygen generator ([email protected]) encapsulating superparamagnetic iron oxide nanoparticles (SPIONs) and organoselenium (SeD) with PLZ4 peptide as the BCa-targeting moiety was constructed for intravesical instillation to overcome the resistance caused by hypoxia and achieve the real-time MR imaging-guided theranosis of patient-derived bladder tumors. The real-time monitoring of intact bladders excised from 3 BCa patients showed that [email protected] could not only precisely target the tumor region inside the bladder but also specifically enhance MRI contrast efficacy. As expected, [email protected] could efficiently accumulate in BCa cells and could “infect” different batches of cells, thus enhancing its tumor permeability. Moreover, [email protected] consumed excess H2O2 inside the tumor through the Fenton reaction, which relieved hypoxia resistance and effectively inhibited the proliferation of BCa cells. Taken together, these results suggest that the nanoscale oxygen generator [email protected] hold potential for application in MRI-guided preclinical BCa theranosis by ameliorating hypoxic conditions and elevating chemotherapeutic efficacy.

Evaluation of Batch Variations in Induced Pluripotent Stem Cell-Derived Human Cardiomyocytes from 2 Major Suppliers

Drug-induced proarrhythmia is a major safety issue in drug development. Developing sensitive in vitro assays that can predict drug-induced cardiotoxicity in humans has been a challenge of toxicology research for decades. Recently, induced pluripotent stem cell-derived human cardiomyocytes (iPSC-hCMs) have become a promising model because they largely replicate the electrophysiological behavior of human ventricular cardiomyocytes. Patient-specific iPSC-hCMs have been proposed for personalized cardiac drug selection and adverse drug response prediction; however, many procedures are involved in cardiomyocytes differentiation and purification process, which may result in large line-to-line and batch-to-batch variations. Here, we examined the purity, cardiac ion channel gene expression profile, and electrophysiological response of 3 batches of iPSC-hCMs from each of 2 major cell suppliers. We found that iPSC-hCMs from both vendors had similar purities. Most of the cardiac ion channel genes were expressed uniformly among different batches of iCells, while larger variations were found in Cor.4U cells, particularly in the expression of CACNA1C, KCND2, and KCNA5 genes, which could underlie the differences in baseline beating rate (BR) and field potential duration (FPD) measurements. Although, in general, the electrophysiological responses of different batches of cells to Na+, Ca2+, Ikr, and Iks channel blockers were similar, with Ikr blocker-induced proarrhythmia, the sensitivities were depended on baseline BR and FPD values: cells that beat slower had longer FPD and greater sensitivity to drug-induced proarrhythmia. Careful evaluation of the performance of iPSC-hCMs and methods of data analysis is warranted for shaping regulatory standards in qualifying iPSC-hCMs for drug safety testing.

Pharmacological eEF 2K activation promotes cell death and inhibits cancer progression

Activation of the elongation factor 2 kinase (eEF2K) leads to the phosphorylation and inhibition of the elongation factor eEF2, reducing mRNA translation rates. Emerging evidence indicates that the regulation of factors involved in protein synthesis may be critical for controlling diverse biological processes including cancer progression. Here we show that inhibitors of the HIV aspartyl protease (HIV-PIs), nelfinavir in particular, trigger a robust activation of eEF2K leading to the phosphorylation of eEF2. Beyond its anti-viral effects, nelfinavir has antitumoral activity and promotes cell death. We show that nelfinavir-resistant cells specifically evade eEF2 inhibition. Decreased cell viability induced by nelfinavir is impaired in cells lacking eEF2K. Moreover, nelfinavir-mediated anti-tumoral activity is severely compromised in eEF2K-deficient engrafted tumors in vivo Our findings imply that exacerbated activation of eEF2K is detrimental for tumor survival and describe a mechanism explaining the anti-tumoral properties of HIV-PIs.

Ligands Raise the Constraint That Limits Constitutive Activation in G Protein-coupled Opioid Receptors

Using a cell-free bioluminescence resonance energy transfer strategy we compared the levels of spontaneous and ligand-induced receptor-G protein coupling in δ (DOP) and μ (MOP) opioid receptors. In this assay GDP can suppress spontaneous coupling, thus allowing its quantification. The level of constitutive activity was 4-5 times greater at the DOP than at the MOP receptor. A series of opioid analogues with a common peptidomimetic scaffold displayed remarkable inversions of efficacy in the two receptors. Agonists that enhanced coupling above the low intrinsic level of the MOP receptor were inverse agonists in reducing the greater level of constitutive coupling of the DOP receptor. Yet the intrinsic activities of such ligands are identical when scaled over the GDP base line of both receptors. This pattern is in conflict with the predictions of the ternary complex model and the "two state" extensions. According to this theory, the order of spontaneous and ligand-induced coupling cannot be reversed if a shift of the equilibrium between active and inactive forms raises constitutive activation in one receptor type. We propose that constitutive activation results from a lessened intrinsic barrier that restrains spontaneous coupling. Any ligand, regardless of its efficacy, must enhance this constraint to stabilize the ligand-bound complexed form.

The Importance of TM3-4 Loop Subdomains for Functional Reconstitution of Glycine Receptors by Independent Domains

Truncated glycine receptors that have been found in human patients suffering from the neuromotor disorder hyperekplexia or in spontaneous mouse models resulted in non-functional ion channels. Rescue of function experiments with the lacking protein portion expressed as a separate independent domain demonstrated restoration of glycine receptor functionality in vitro. This construct harbored most of the TM3-4 loop, TM4, and the C terminus and was required for concomitant transport of the truncated α1 and the complementation domain from the endoplasmic reticulum toward the cell surface, thereby enabling complex formation of functional glycine receptors. Here, the complementation domain was stepwise truncated from its N terminus in the TM3-4 loop. Truncation of more than 49 amino acids led again to loss of functionality in the receptor complex expressed from two independent domain constructs. We identified residues 357-418 in the intracellular TM3-4 loop as being required for reconstitution of functional glycine-gated channels. All complementation constructs showed cell surface protein expression and correct orientation according to glycine receptor topology. Moreover, we demonstrated that the truncations did not result in a decreased protein-protein interaction between both glycine receptor domains. Rather, deletions of more than 49 amino acids abolished conformational changes necessary for ion channel opening. When the TM3-4 loop subdomain harboring residues 357-418 was expressed as a third independent construct together with the truncated N-terminal and C-terminal glycine receptor domains, functionality of the glycine receptor was again restored. Thus, residues 357-418 represent an important determinant in the process of conformational rearrangements following ligand binding resulting in channel opening.

Purinergic Receptor-mediated Rapid Depletion of Nuclear Phosphorylated Akt Depends on Pleckstrin Homology Domain Leucine-rich Repeat Phosphatase, Calcineurin, Protein Phosphatase 2A, and PTEN Phosphatases

Akt is an important oncoprotein, and data suggest a critical role for nuclear Akt in cancer development. We have previously described a rapid (3-5 min) and P2X7-dependent depletion of nuclear phosphorylated Akt (pAkt) and effects on downstream targets, and here we studied mechanisms behind the pAkt depletion. We show that cholesterol-lowering drugs, statins, or extracellular ATP, induced a complex and coordinated response in insulin-stimulated A549 cells leading to depletion of nuclear pAkt. It involved protein/lipid phosphatases PTEN, pleckstrin homology domain leucine-rich repeat phosphatase (PHLPP1 and -2), protein phosphatase 2A (PP2A), and calcineurin. We employed immunocytology, immunoprecipitation, and proximity ligation assay techniques and show that PHLPP and calcineurin translocated to the nucleus and formed complexes with Akt within 3 min. Also PTEN translocated to the nucleus and then co-localized with pAkt close to the nuclear membrane. An inhibitor of the scaffolding immunophilin FK506-binding protein 51 (FKBP51) and calcineurin, FK506, prevented depletion of nuclear pAkt. Furthermore, okadaic acid, an inhibitor of PP2A, prevented the nuclear pAkt depletion. Chemical inhibition and siRNA indicated that PHLPP, PP2A, and PTEN were required for a robust depletion of nuclear pAkt, and in prostate cancer cells lacking PTEN, transfection of PTEN restored the statin-induced pAkt depletion. The activation of protein and lipid phosphatases was paralleled by a rapid proliferating cell nuclear antigen (PCNA) translocation to the nucleus, a PCNA-p21(cip1) complex formation, and cyclin D1 degradation. We conclude that these effects reflect a signaling pathway for rapid depletion of pAkt that may stop the cell cycle.

Transcript Levels of Several Epigenome Regulatory Genes in Bovine Somatic Donor Cells Are Not Correlated with Their Cloning Efficiency

Among many factors that potentially affect somatic cell nuclear transfer (SCNT) embryo development is the donor cell itself. Cloning potentials of somatic donor cells vary greatly, possibly because the cells have different capacities to be reprogrammed by ooplasma. It is therefore intriguing to identify factors that regulate the reprogrammability of somatic donor cells. Gene expression analysis is a widely used tool to investigate underlying mechanisms of various phenotypes. In this study, we conducted a retrospective analysis investigating whether donor cell lines with distinct cloning efficiencies express different levels of genes involved in epigenetic reprogramming including histone deacetylase-1 (HDAC1), -2 (HDAC2); DNA methyltransferase-1 (DNMT1), -3a (DNMT3a),-3b (DNMT3b), and the bovine homolog of yeast sucrose nonfermenting-2 (SNF2L), a SWI/SNF family of ATPases. Cell samples from 12 bovine donor cell lines were collected at the time of nuclear transfer experiments and expression levels of the genes were measured using quantitative polymerase chain reaction (PCR). Our results show that there are no significant differences in expression levels of these genes between donor cell lines of high and low cloning efficiency defined as live calving rates, although inverse correlations are observed between in vitro embryo developmental rates and expression levels of HDAC2 and SNF2L. We also show that selection of stable reference genes is important for relative quantification, and different batches of cells can have different gene expression patterns. In summary, we demonstrate that expression levels of these epigenome regulatory genes in bovine donor cells are not correlated with cloning potential. The experimental design and data analysis method reported here can be applied to study any genes expressed in donor cells.

The Activity of the Epithelial Sodium Channels Is Regulated by Caveolin-1 via a Nedd4-2-dependent Mechanism

It has recently been shown that the epithelial Na(+) channel (ENaC) is compartmentalized in caveolin-rich lipid rafts and that pharmacological depletion of membrane cholesterol, which disrupts lipid raft formation, decreases the activity of ENaC. Here we show, for the first time, that a signature protein of caveolae, caveolin-1 (Cav-1), down-regulates the activity and membrane surface expression of ENaC. Physical interaction between ENaC and Cav-1 was also confirmed in a coimmunoprecipitation assay. We found that the effect of Cav-1 on ENaC requires the activity of Nedd4-2, a ubiquitin protein ligase of the Nedd4 family, which is known to induce ubiquitination and internalization of ENaC. The effect of Cav-1 on ENaC requires the proline-rich motifs at the C termini of the beta- and gamma-subunits of ENaC, the binding motifs that mediate interaction with Nedd4-2. Taken together, our data suggest that Cav-1 inhibits the activity of ENaC by decreasing expression of ENaC at the cell membrane via a mechanism that involves the promotion of Nedd4-2-dependent internalization of the channel.

Interplay of the Ca2+-binding Protein DREAM with Presenilin in Neuronal Ca2+ Signaling

The Ca(2+)-binding protein DREAM regulates gene transcription and Kv potassium channels in neurons but has also been claimed to interact with presenilins, which are involved in the generation of beta-amyloid and in the regulation of the Ca(2+) content in the endoplasmic reticulum. The role of DREAM in Ca(2+) homeostasis was thus explored in SH-SY5Y cells stably or transiently overexpressing DREAM or a Ca(2+)-insensitive mutant of it. The overexpression of DREAM had transcriptional and post-transcriptional effects. Endoplasmic reticulum Ca(2+) and capacitative Ca(2+) influx were reduced in stably expressing cells. The previously shown down-regulation of Na(+)/Ca(2+) exchanger 3 expression was confirmed; it could cause a local increase of subplasma membrane Ca(2+) and thus inhibit capacitative Ca(2+) influx. DREAM up-regulated the expression of the inositol 1,4,5-trisphosphate receptor and could thus increase the unstimulated release of Ca(2+) through it. The transient coexpression of DREAM and presenilin potentiated the decrease of endoplasmic reticulum Ca(2+) observed in presenilin-overexpressing cells. This could be due to a direct effect of DREAM on presenilin as the two proteins interacted in a Ca(2+)-independent fashion.

A Proton-mediated Conformational Shift Identifies a Mobile Pore-lining Cysteine Residue (Cys-561) in Human Concentrative Nucleoside Transporter 3

The concentrative nucleoside transporter (CNT) protein family in humans is represented by three members, hCNT1, hCNT2, and hCNT3. Belonging to a CNT subfamily phylogenetically distinct from hCNT1/2, hCNT3 mediates transport of a broad range of purine and pyrimidine nucleosides and nucleoside drugs, whereas hCNT1 and hCNT2 are pyrimidine and purine nucleoside-selective, respectively. All three hCNTs are Na(+)-coupled. Unlike hCNT1/2, however, hCNT3 is also capable of H(+)-mediated nucleoside cotransport. Using site-directed mutagenesis in combination with heterologous expression in Xenopus oocytes, we have identified a C-terminal intramembranous cysteine residue of hCNT3 (Cys-561) that reversibly binds the hydrophilic thiol-reactive reagent p-chloromercuribenzene sulfonate (PCMBS). Access of this membrane-impermeant probe to Cys-561, as determined by inhibition of hCNT3 transport activity, required H(+), but not Na(+), and was blocked by extracellular uridine. Although this cysteine residue is also present in hCNT1 and hCNT2, neither transporter was affected by PCMBS. We conclude that Cys-561 is located in the translocation pore in a mobile region within or closely adjacent to the nucleoside binding pocket and that access of PCMBS to this residue reports a specific H(+)-induced conformational state of the protein.

Conserved Glutamate Residues Are Critically Involved in Na+/Nucleoside Cotransport by Human Concentrative Nucleoside Transporter 1 (hCNT1)

Human concentrative nucleoside transporter 1 (hCNT1), the first discovered of three human members of the SLC28 (CNT) protein family, is a Na+/nucleoside cotransporter with 650 amino acids. The potential functional roles of 10 conserved aspartate and glutamate residues in hCNT1 were investigated by site-directed mutagenesis and heterologous expression in Xenopus oocytes. Initially, each of the 10 residues was replaced by the corresponding neutral amino acid (asparagine or glutamine). Five of the resulting mutants showed unchanged Na+-dependent uridine transport activity (D172N, E338Q, E389Q, E413Q, and D565N) and were not investigated further. Three were retained in intracellular membranes (D482N, E498Q, and E532Q) and thus could not be assessed functionally. The remaining two (E308Q and E322Q) were present in normal quantities at cell surfaces but exhibited low intrinsic transport activities. Charge replacement with the alternate acidic amino acid enabled correct processing of D482E and E498D, but not of E532D, to cell surfaces and also yielded partially functional E308D and E322D. Relative to wild-type hCNT1, only D482E exhibited normal transport kinetics, whereas E308D, E308Q, E322D, E322Q, and E498D displayed increased K50(Na+) and/or Km(uridine) values and diminished Vmax(Na+) and Vmax(uridine) values. E322Q additionally exhibited uridine-gated uncoupled Na+ transport. Together, these findings demonstrate roles for Glu-308, Glu-322, and Glu-498 in Na+/nucleoside cotransport and suggest locations within a common cation/nucleoside translocation pore. Glu-322, the residue having the greatest influence on hCNT1 transport function, exhibited uridine-protected inhibition by p-chloromercuriphenyl sulfonate and 2-aminoethyl methanethiosulfonate when converted to cysteine.

Akt Mediates the Effect of Insulin on Epithelial Sodium Channels by Inhibiting Nedd4-2

The epithelial sodium channel (ENaC) plays an important role in transepithelial Na(+) absorption; hence its function is essential for maintaining Na(+) and fluid homeostasis and regulating blood pressure. Insulin is one of the hormones that regulates activity of ENaC. In this study, we investigated the contribution of two related protein kinases, Akt (also known as protein kinase B) and the serum- and glucocorticoid-dependent kinase (Sgk), on insulin-induced ENaC activity in Fisher rat thyroid cells expressing ENaC. Overexpression of Akt1 or Sgk1 significantly increased ENaC activity, whereas expression of a dominant-negative construct of Akt1, Akt1(K179M), decreased basal activity of ENaC. Inhibition of the endogenous expression of Akt1 and Sgk1 by short interfering RNA not only inhibited ENaC but also disrupted the stimulatory effect on ENaC of insulin and of the downstream effectors of insulin, phosphatidylinositol 3-kinase and PDK1. Conversely, overexpression of Akt1 or Sgk1 increased expression of ENaC at the cell membrane and overcame the inhibitory effect of Nedd4-2 on ENaC. Furthermore, mutation of consensus phosphorylation sites on Nedd4-2 for Akt1 and Sgk1, Ser(342) and Ser(428), completely abolished the inhibitory effect of Sgk1 and Akt1 on Nedd4-2 action. Together these data suggest that both Akt and Sgk are components of an insulin signaling pathway that increases Na(+) absorption by up-regulating membrane expression of ENaC via a regulatory system that involves inhibition of Nedd4-2.

Role of Scavenger Receptor Class B Type I and Sphingosine 1-Phosphate Receptors in High Density Lipoprotein-induced Inhibition of Adhesion Molecule Expression in Endothelial Cells

We characterized the molecular mechanisms by which high density lipoprotein (HDL) inhibits the expression of adhesion molecules, including vascular cell adhesion molecule-1 and intercellular adhesion molecule-1, induced by sphingosine 1-phosphate (S1P) and tumor necrosis factor (TNF) alpha in endothelial cells. HDL inhibited S1P-induced nuclear factor kappaB activation and adhesion molecule expression in human umbilical vein endothelial cells. The inhibitory HDL actions were associated with nitric-oxide synthase (NOS) activation and were reversed by inhibitors for phosphatidylinositol 3-kinase and NOS. The HDL-induced inhibitory actions were also attenuated by the down-regulation of scavenger receptor class B type I (SR-BI) and its associated protein PDZK1. When TNFalpha was used as a stimulant, the HDL-induced NOS activation and the inhibitory action on adhesion molecule expression were, in part, attenuated by the down-regulation of the expression of S1P receptors, especially S1P(1), in addition to SR-BI. Reconstituted HDL composed mainly of apolipoprotein A-I and phosphatidylcholine mimicked the SR-BI-sensitive part of HDL-induced actions. Down-regulation of S1P(3) receptors severely suppressed the stimulatory actions of S1P. Although G(i/o) proteins may play roles in either stimulatory or inhibitory S1P actions, as judged from pertussis toxin sensitivity, the coupling of S1P(3) receptors to G(12/13) proteins may be critical to distinguish the stimulatory pathways from the inhibitory ones. In conclusion, even though S1P alone stimulates adhesion molecule expression, HDL overcomes S1P(3) receptor-mediated stimulatory actions through SR-BI/PDZK1-mediated signaling pathways involving phosphatidylinositol 3-kinase and NOS. In addition, the S1P component of HDL plays a role in the inhibition of TNFalpha-induced actions through S1P receptors, especially S1P(1).

A Novel Repressor Domain Is Required for Maximal Growth Inhibition by the IRF-1 Tumor Suppressor

Interferon regulatory factor-1 (IRF-1) is a transcription factor and tumor suppressor that can regulate gene expression in a manner requiring either its sequence specific DNA binding activity or its ability to bind the p300 coactivator. We show that IRF-1-mediated growth inhibition is dependent on the integrity of a C-terminal transcriptional enhancer domain. An enhancer subdomain (amino acids 301-325) that differentially regulates IRF-1 activity has been identified and this region mediates the repression of Cdk2. The repressor domain encompasses an LXXLL coregulator signature motif and mutations or deletions within this region completely uncouple transcriptional activation from repression. The loss of growth suppressor activity when the Cdk2-repressor domain of IRF-1 is mutated implicates repression as a determinant of its maximal growth inhibitory potential. The data link IRF-1 regulatory domains to its growth inhibitory activity and provide information about how differential gene regulation may contribute to IRF-1 tumor suppressor activity.

Optimization of electroporation conditions for Mycobacterium avium

Successful transformation and subsequent genetic manipulation of Mycobacterium avium requires suitable vectors, efficient transformation systems, and reliable selectable markers. A systematic analysis of the parameters involved in the transformation of M. avium was performed to optimize DNA transfer. Factors examined included the composition of the growth medium, growth medium additives, variations in washing of the bacteria prior to electroporation, and conditions of electroporation. Of the parameters assayed, the frequency of transformation (defined as the number of transformants per 10 6 transformed bacteria) showed the greatest increase with the addition of 1.5% glycine to the M. avium culture medium and the use of higher concentrations of plasmid DNA. The addition of 0.5 M sucrose to the growth medium and wash solution yielded a modest increase in transformation frequency, but more importantly afforded greater consistency of results between different batches of cells with no decrease in transformation yields following freezing and thawing. We also confirmed that gfp could be used as a selective marker for M. avium, even as a single copy integrant, and allowed for rapid discrimination between false and true transformants. Using this protocol, we were able to transform nine of 11 clinical strains of M. avium.

Synthesis and production of poly(3-hydroxyvaleric acid) homopolyester by Chromobacterium violaceum

Chromobacterium violaceum DSM 30191 accumulated a homopolyester of 3-hydroxyvaleric acid (3HV) up to 65% of the cellular dry matter during cultivation in fed-batch cultures with valeric acid as sole carbon source and during cell starvation of the nitrogen source. From fructose, gluconate, propionate or hexanoate a homopolyester of 3-hydroxybutyrate (3HB) was accumulated. Poly(3HV) homopolyster was also accumulated by two different strains of C. violaceum, whereas two other strains of C. violaceum and three strains of Janthinobacterium lividum accumulated poly(3HB-co-3HV) copolyesters from valerate. The composition of the biosynthetic poly(3HV) was confirmed by various nuclear magnetic resonance spectroscopic methods. Differential scanning calorimetry analysis of four poly(3HV) samples that were isolated from different batches of cells revealed glass transition temperatures between −10 and −12°C and melting points between 107 and 112°C. Viscosity measurements gave intrinsic viscosities between 62.5 and 124.8 × 10−2 dl/g for these samples, indicating approximate relative molecular masses between 60 000 and 145 000 of the biosynthetic poly(3HV).

Prediction of individual cell performance in a large lead/acid peak-shaving battery

This work explored the use of routine battery maintenance data for the prediction of individual lead/acid cell performance as measured by capacity values. Pattern recognition techniques were used, and the importance of data-indexing and data-scaling methods for successful prediction was demonstrated. Data-scaling methods addressed the problem of combining or comparing data collected for different batches of cells or for different times. Various data-indexing methods were examined to determine which might capture best the maintenance data trends related to performance prediction. Consistently accurate classification of high- and low-capacity cells verified the existence of information required for performance prediction in the maintenance database.

Epitope mapping by photobleaching fluorescence resonance energy transfer measurements using a laser scanning microscope system

The donor photobleaching method (T. M. Jovin and D. J. Arndt-Jovin. 1989. Annu. Rev. Biophys. Biophys. Chem. 18:271-308.) has been adapted to an ACAS 570 (laser scanning microscope) system to measure fluorescence resonance energy transfer (FRET) on individual human peripheral blood T cells. Photobleaching was completed in approximately 100 ms in our case and it followed double-exponential kinetics. The energy transfer efficiency (E) was approximately 20% between the CD4 epitopes OKT4-FITC and Leu-3a-PE as well as between OKT4E-FITC and OKT4-PE. E was approximately 8% between OKT4-FITC and Leu-4-PE (alpha CD3) and barely detectable (approximately 4%) from OKT4-FITC to Leu-5b-PE (alpha CD2). The E values obtained by the photobleaching method were highly reproducible both in repeated measurement of identical samples and in experiments with different batches of cells and were in agreement with the flow cytometric donor quenching measurements. As expected, E measured between primary and secondary layers of antibodies increased (from approximately 14% to approximately 28%) when F(ab')2 fragments were substituted for whole antibody molecules as the donor. On a T cell line we mapped the distance between the idiotypic determinant of the T cell receptor (TcR) and the Leu-4 epitope of CD3 as proximal as E = 28%, as compared to E = 4% between a framework TcR epitope and Leu-4. In the latter case, however, approximately 40% less Leu-4 was bound suggesting that the antigen binding site of TcR is in close proximity with one of the two CD3 epsilon chains, which hence are not equivalent.