Stratified Fisher's exact test and its sample size calculation

Chi‐squared test has been a popular approach to the analysis of a 2 × 2 table when the sample sizes for the four cells are large. When the large sample assumption does not hold, however, we need an exact testing method such as Fisher's test. When the study population is heterogeneous, we often partition the subjects into multiple strata, so that each stratum consists of homogeneous subjects and hence the stratified analysis has an improved testing power. While Mantel–Haenszel test has been widely used as an extension of the chi‐squared test to test on stratified 2 × 2 tables with a large‐sample approximation, we have been lacking an extension of Fisher's test for stratified exact testing. In this paper, we discuss an exact testing method for stratified 2 × 2 tables that is simplified to the standard Fisher's test in single 2 × 2 table cases, and propose its sample size calculation method that can be useful for designing a study with rare cell frequencies.     

Development of an Effective Sample Preparation Method for the Proteome Analysis of Body Fluids Using 2-D Gel Electrophoresis

A sample preparation is still the most critical step in two-dimensional electrophoresis (2-DE) and should be optimized for each type of sample. In this study, a protein extraction method from body fluids was developed using a combined centrifugal filter device and a sample treating buffer. When plasma, amniotic fluid, urine, and tear were tested with this method, the recovery of protein reached almost 90% and high-quality separation of 2-DE gel was obtained.     

Development of an effective sample preparation method for the proteome analysis of body fluids using 2-D gel electrophoresis

A sample preparation is still the most critical step in two-dimensional electrophoresis (2-DE) and should be optimized for each type of sample. In this study, a protein extraction method from body fluids was developed using a combined centrifugal filter device and a sample treating buffer. When plasma, amniotic fluid, urine, and tear were tested with this method, the recovery of protein reached almost 90% and high-quality separation of 2-DE gel was obtained.     

Strategies for selecting subsets of single-nucleotide polymorphisms to genotype in association studies

In genetic association studies, linkage disequilibrium (LD) within a region can be exploited to select a subset of single-nucleotide polymorphisms (SNPs) to genotype with minimal loss of information. A novel entropy-based method for selecting SNPs is proposed and compared to an existing method based on the coefficient of determination (R2) using simulated data from Genetic Analysis Workshop 14. The effect of the size of the sample used to investigate LD (by estimating haplotype frequencies) and hence select the SNPs is also investigated for both measures. It is found that the novel method and the established method select SNP subsets that do not differ greatly. The entropy-based measure may thus have value because it is easier to compute than R2. Increasing the sample size used to estimate haplotype frequencies improves the predictive power of the subset of SNPs selected. A smaller subset of SNPs chosen using a large initial sample to estimate LD can in some instances be more informative than a larger subset chosen based on poor estimates of LD (using a small initial sample). An initial sample size of 50 individuals is sufficient in most situations investigated, which involved selection from a set of 7 SNPs, although to select a larger number of SNPs, a larger initial sample size may be required.     

An improved method of sample preparation on AnchorChip targets for MALDI-MS and MS/MS and its application in the liver proteome project

An improved method for sample preparation for MALDI-MS and MS/MS using AnchorChip targets is presented. The method, termed the SMW method (sample, matrix wash), results in better sensitivity for peptide mass fingerprinting as well as for sequencing by MS/MS than previously published methods. The method allows up-concentration and desalting directly on the mass spectrometric target and should be amenable for automation. A draw back caused by extensive oxidation of methionine and tryptophan in the SMW method can be alleviated by the addition of n-octyl glucopyranoside and DTT to the sample solution. The method was validated for protein identification from a 2-DE based liver proteome study. The SMW method resulted in identification of many more proteins and in most cases with a better score than the previously published methods.     

High-throughput immunoglobulin G N-glycan characterization using rapid resolution reverse-phase chromatography tandem mass spectrometry

We present an optimized high-throughput method for the characterization of 2-aminobenzamide (2-AB)-labeled N-glycans from recombinant immunoglobulin G (rIgG). This method includes an optimized sample preparation protocol involving microwave-assisted deglycosylation in conjunction with an automated sample cleanup strategy and a rapid resolution reverse-phase high-performance liquid chromatography (RRRP-HPLC) separation of labeled N-glycans. The RRRP-HPLC method permits generation of a comprehensive glycan profile using fluorescence detection in 45 min. In addition, the profiling method is directly compatible with electrospray ionization mass spectrometry (ESI-MS), allowing immediate and sensitive characterization of the glycan moiety by intact MS and tandem MS (MS/MS) fragmentation. We conservatively estimate an efficiency gain of fourfold with respect to the throughput capabilities of this optimized method as compared with traditional protocols (overnight deglycosylation, sample cleanup by graphitized carbon or cellulose cartridge, high-pH anion exchange chromatography, fraction collection, and processing for matrix-assisted laser desorption/ionization time-of-flight [MALDI-TOF] MS analysis) for a single sample. Even greater gains are achieved when processing of multiple samples is considered.     

Matrix layer sample preparation: an improved MALDI-MS peptide analysis method for proteomic studies

The analytical performance of MALDI-MS is highly influenced by sample preparation and the choice of matrix. Here we present an improved MALDI-MS sample preparation method for peptide mass mapping and peptide analysis, based on the use of the 2,5-dihydroxybenzoic acid matrix and prestructured sample supports, termed: matrix layer (ML). This sample preparation is easy to use and results in a rapid automated MALDI-MS and MS/MS with high quality spectra acquisition. The between-spot variation was investigated using standard peptides and statistical treatment of data confirmed the improvement gained with the ML method. Furthermore, the sample preparation method proved to be highly sensitive, in the lower-attomole range for peptides, and we improved the performance of MALDI-MS/MS for characterization of phosphopeptides as well. The method is versatile for the routine analysis of in-gel tryptic digests thereby allowing for an improved protein sequence coverage. Furthermore, reliable protein identification can be achieved without the need of desalting sample preparation. We demonstrate the performance and the robustness of our method using commercially available reference proteins and automated MS and MS/MS analyses of in-gel digests from lung tissue lysate proteins separated by 2-DE.     

A simple method for the analysis of clustered binary data.

A simple method for comparing independent groups of clustered binary data with group-specific covariates is proposed. It is based on the concepts of design effect and effective sample size widely used in sample surveys, and assumes no specific models for the intracluster correlations. It can be implemented using any standard computer program for the analysis of independent binary data after a small amount of preprocessing. The method is applied to a variety of problems involving clustered binary data: testing homogeneity of proportions, estimating dose-response models and testing for trend in proportions, and performing the Mantel-Haenszel chi-squared test for independence in a series of 2 x 2 tables and estimating the common odds ratio and its variance. Illustrative applications of the method are also presented.     

Exact sample size needed to detect dependence in 2 x 2 x 2 tables

In the Georgia Centenarian Study (Poon et al., Exceptional Longevity, 2006), centenarian cases and young controls are classified according to three categories (age, ethnic origin, and single nucleotide polymorphisms [SNPs] of candidate longevity genes), where each factor has two possible levels. Here we provide methodologies to determine the minimum sample size needed to detect dependence in 2 x 2 x 2 tables based on Fisher's exact test evaluated exactly or by Markov chain Monte Carlo (MCMC), assuming only the case total L and the control total N are known. While our MCMC method uses serial computing, parallel computing techniques are employed to solve the exact sample size problem. These tools will allow researchers to design efficient sampling strategies and to select informative SNPs. We apply our tools to 2 x 2 x 2 tables obtained from a pilot study of the Georgia Centenarians Study, and the sample size results provided important information for the subsequent major study. A comparison between the results of an exact method and those of a MCMC method showed that the MCMC method studied needed much less computation time on average (10.16 times faster on average for situations examined with S.E. = 2.60), but its sample size results were only valid as a rule for larger sample sizes (in the hundreds).     

A rapid method for the determination of microbial biomass by dry weight using a moisture analyser with an infrared heating source and an analytical balance

Aims: Microbial biomass is an important biotechnological parameter. The traditional method for its determination involves an oven‐drying step and equilibration to room temperature before weighing, and it is tedious and time consuming. This work studied the utilisation of a moisture analyser consisting of an efficient infrared‐heating module and an analytical balance for the determination of microbial biomass by dry weight. Methods and Results: The method duration depended on the sample volume and was between 7 and 40 min for sample volumes of 1–10 ml. The method precision depended on the total dry weight analysed – 10 mg of total dry weight being sufficient to achieve coefficients of variation of 5% or less. Comparison with the conventional oven method provided a correlation coefficient r² of 0·99. The recovery of an internal standard ranged between 94·2 and 106·4% with a precision of 1·39–4·53%CV. Conclusions: Validation revealed sufficient method accuracy, precision and robustness and was successfully applied to the study of yeast and bacterial growth kinetics. Techniques are discussed that allow for increased method precision at low biomass concentrations, and equations are provided to estimate required drying time and method precision based on sample volume and total sample dry weight, respectively. Significance and Impact of the Study: This work presents a rapid method for the determination of microbial biomass, allowing for the timely implementation of biomass‐based information in biotechnological and laboratory protocols.     

Simple and rapid quantitative high-performance liquid chromatographic analysis of plasma amino acids

A simple and rapid high performance liquid chromatographic method for the determination of plasma amino acids was developed. The method uses minimal sample volume and automated online precolumn derivitization of amino acids with o-phthalaldehyde and fluorescent detection. Amino acids are separated by a simplified gradient without column heating. The assay is linear from 5 to 1000 micromol/L for all amino acids. Recovery of amino acids was between 91 and 108%, intra-assay coefficient of variation (CV) was 1-7%, and inter-assay CV was 2-12%. The simple sample preparation and minimal sample volume make the method useful for the quantitation of amino acids in both patient and experimental animal samples.     

A sensitive technique for the rapid measurement of carbon dioxide concentrations

A method has been developed to measure concentrations of CO₂ in gases rapidly. A gas sample is injected into a flowing carrier gas that passes through an infrared CO₂ analyzer. A strip chart recorded peak response is obtained which is proportional to the CO₂ concentration. A resolution of better than 2 microliters of CO₂ per liter of gas was obtained. Seven to 10 seconds were required for sample analysis once the sample was obtained. Sorghum bicolor plant respiration was determined at different temperatures by measuring CO₂ using this system and by using a conventional system. The correlation between techniques was 0.996, and about the same variation occurred within each method. This technique greatly increased the efficiency of the infrared CO₂ analyzer in our laboratory for use in plant respiration and photosynthetic studies.     

Absorption mode two-dimensional NOE spectroscopy of exchangeable protons in oligonucleotides

A new NMR method is described for the generation of absorption mode two-dimensional NOE spectra of oligonucleotides in H2O solution. The method yields spectra that are free of baseline distortions with excellent suppression of the intense H2O resonance. The method is demonstrated for a sample of the dodecamer d(CGCGAATTCGCG)2. All exchangeable base protons are identified and a number of new types of NOE connectivities are observed.     

Plasma creatine determination using a luminescence method

A new luminescence procedure based on the creatine kinase reaction was developed for measuring creatine in plasma. The method is highly applicable to small animal work where the amount of blood volume is critical. Only 20 microliter of sample is necessary for creatine analysis. Deproteinizing the plasma sample with ethanol at room temperature is convenient. This extraction method is adaptable to a clinical setting. The ethanol used in the extraction is compatible with the luminescence method but precipitated enzymes in the NADH spectrophotometric method because of the greater sample volume needed for analysis. The creatine concentration is stable in plasma for at least 1 hr in a final anticoagulant concentration of 10 mM EDTA. The correlation between the new luminescence method with the established NADH spectrophotometric method was excellent (r = 0.99). The accuracy of the within-run precision is high, with a mean coefficient of variation, 2-3%. Plasma creatine levels could be an important indicator denoting early cellular damage and of potential prognostic value. Preliminary studies in human muscle ischemia and early shock in rabbits revealed a significant increase in plasma creatine levels. Further investigations are necessary to evaluate its clinical importance.     

Single-step perfusion chromatography with a throughput potential for enhanced peptide detection by matrix-assisted laser desorption/ ionization-mass spectrometry

Mass spectrometric peptide mapping of proteins separated by two-dimensional gel electrophoresis can be routinely performed by matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS) which has become a standard tool. Since MALDI-MS detection relies heavily on the quality of the MALDI target, development of an efficient sample preparation technique for removal of sample contaminants is necessary. To date, among the several sample preparation techniques for MALDI targets available, multistep perfusion chromatography (MSPC) using Poros R2 and Oligo R3 has been most commonly used. However, MSPC requires at least four working steps and is not efficient for high-throughput analysis and recovery of low abundance proteins. During the course of proteomic analysis of a large set of rat liver tissues and the immortalized human sebaceous gland cells (SZ95 cells), we were interested in developing an alternative to MSPC. Here, we describe a single-step perfusion chromatography (SSPC) method for MALDI target preparation, which uses a tiny column packed with a mixture of Poros R2 and Oligo R3 resins. The SSPC method significantly improves not only detection of peptides but also efficiency of sample handling, thus enabling high-throughput sample preparation for analyzing large set of samples with high resolution and reproducibility.     

Comparison of Zinc Reduction with Platinum Reduction for Analysis of Deuterium‐Enriched Water Samples for the Doubly Labeled Water Technique

Objective: Isotope ratio mass spectrometry of hydrogen and oxygen is frequently used to determine total energy expenditure (TEE) using doubly labeled water. Conventionally, hydrogen isotope ratio is determined in hydrogen gas generated from water samples using zinc reduction. We compare this with a new automated platinum method to determine the ratios of hydrogen isotopes in deuterium‐enriched water samples. Research Methods and Procedures: The platinum method of sample preparation was compared with the zinc method in three ways: analytical variation in deuterium enrichment (within sample; n = 51), analytical variation in TEE estimates (within sample set; n = 10), and level of agreement of TEE estimates between both methods (n = 14). Results: For the zinc method, the standard deviation for multiple sets of triplicate ²H₂O sample analysis was ±4.36‰ and ±2.07‰ for platinum. The correlation between TEE estimates when sample sets were analyzed in duplicate was r = 0.89 for zinc and r = 0.83 for platinum. The intercept and slope of the regression line were significantly different from the line of identity for duplicate TEE estimates by zinc but were not different from the line of identity for platinum. After correction for the intra‐assay variation of each method, the correlation between zinc and platinum for TEE was 0.77, and the intercept, but not the slope, of the regression was significantly different from the line of identity. The mean difference between the zinc method and the platinum method was 56 kcal/day, and the 95% confidence interval was ?438 to 550 kcal/day. Discussion: These data suggest that the platinum method is at least as reliable as the zinc method as a sample preparation technique for isotope ratio mass spectrometry of deuterium‐enriched water samples. The platinum method is also less costly and less labor‐intensive than the zinc method.     

箭毒木种子蛋白质样品制备及双向电泳改良方法

建立箭毒木（Antiaris toxicaria）种子总蛋白的提取方法,以及可以对其蛋白质组进行分析的双向电泳条件。通过各种条件的优化与组合,建立了以TCA-丙酮为基础的Tris—HCl提取法提取总蛋白,第1向电泳为固相pH梯度等电聚焦,第2向电泳为垂直平板SDS-PAGE的双向电泳体系。通过对样品制备、样品溶解、等电聚焦电泳、SDS-聚丙烯酰胺凝胶电泳以及染色方法等关键步骤进行分析,获得了满意的双向电泳图谱。在探索适合箭毒木种子蛋白质组学研究双向电泳方法中,比较了三氯乙酸-丙酮沉淀法、和Tris—HCl法,以及对双向电泳过程中的关键步骤的改良,认为Tris—HCl法为最适方法,所得图谱背景清晰,蛋白质信息量最大,为箭毒木属植物的差异蛋白质组学的后续研究打下了坚实的基础。     

Conformational analysis of phosphatidylethanol-amine in multilayers by infrared dichroism.

Built-up films of L-alpha-dipalmitoyl phosphatidylethanolamine were prepared. Infrared dichroism was measured for the sample and analysed by a new method. This method has been developed for the determination of the directions of transition moments in a film sample, in which there is an axis of symmetry of perpendicular to the film plane. The directions of transition moments were determined for the six vibrations assigned to the CH2 antisymmetric stretching, CH2 symmetric stretching, CH2 scissoring, C=O stretching, PO2- antisymmetric stretching, and C-C-N+ antisymmetric stretching modes. The results indicate that hydrocarbon chains are inclined at about 75 degrees to the film plane and the polar groups orient parallel to the plane in the builtup film. A structural model of the phosphatidylethanolamine in the built-up film is proposed.     

Rapid detection of SARS-CoV-2 with CRISPR-Cas12a

The recent outbreak of betacoronavirus Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), which is responsible for the Coronavirus Disease 2019 (COVID-19) global pandemic, has created great challenges in viral diagnosis. The existing methods for nucleic acid detection are of high sensitivity and specificity, but the need for complex sample manipulation and expensive machinery slow down the disease detection. Thus, there is an urgent demand to develop a rapid, inexpensive, and sensitive diagnostic test to aid point-of-care viral detection for disease monitoring. In this study, we developed a clustered regularly interspaced short palindromic repeats (CRISPR)-CRISPR associated proteins (Cas) 12a-based diagnostic method that allows the results to be visualized by the naked eye. We also introduced a rapid sample processing method, and when combined with recombinase polymerase amplification (RPA), the sample to result can be achieved in 50 minutes with high sensitivity (1–10 copies per reaction). This accurate and portable detection method holds a great potential for COVID-19 control, especially in areas where specialized equipment is not available.

The outbreak of SARS-CoV-2 has caused great damage to human society, and early detection of this virus is important to contain its spread and save lives. Existing diagnostic methods are complex and require well-trained personnel, but this study describes a fast and accurate method which can be operated by lay-users and whose results can be visualized by the naked eye.     

Automated protein precipitation by filtration in the 96-well format

The use of automated protein precipitation by filtration in the 96-well format as a rapid sample preparation technique for high throughput bioanalysis using liquid chromatography tandem mass spectrometry is reported. A robotic sample processor is used to aspirate sequentially a plasma sample and acetonitrile separated by air gaps. These are then mixed by being dispensed into individual channels of a 96-well filter block. The resulting supernatant is separated from the precipitated plasma proteins by the application of gentle vacuum using a custom manifold. The filtered supernatants are collected into a deep well microtitre plate, evaporated to dryness using a heated 96-well dry down station and reconstituted in water prior to analysis. The efficiency of the extraction procedure is measured by the Lowry method for determining protein concentration. This method was used to optimise both the volume and the order of reagent addition, and to compare several prototype 96-well filter blocks. Using the optimised procedure a specific, precise and accurate method was developed for the β-agonist salbutamol in rabbit plasma with a calibration range of 1 to 100 ng/ml from 100 μl of sample.