Marcus Gassmann

The RIN: an RNA integrity number for assigning integrity values to RNA measurements

BackgroundThe integrity of RNA molecules is of paramount importance for experiments that try to reflect the snapshot of gene expression at the moment of RNA extraction. Until recently, there has been no reliable standard for estimating the integrity of RNA samples and the ratio of 28S:18S ribosomal RNA, the common measure for this purpose, has been shown to be inconsistent. The advent of microcapillary electrophoretic RNA separation provides the basis for an automated high-throughput approach, in order to estimate the integrity of RNA samples in an unambiguous way.MethodsA method is introduced that automatically selects features from signal measurements and constructs regression models based on a Bayesian learning technique. Feature spaces of different dimensionality are compared in the Bayesian framework, which allows selecting a final feature combination corresponding to models with high posterior probability.ResultsThis approach is applied to a large collection of electrophoretic RNA measurements recorded with an Agilent 2100 bioanalyzer to extract an algorithm that describes RNA integrity. The resulting algorithm is a user-independent, automated and reliable procedure for standardization of RNA quality control that allows the calculation of an RNA integrity number (RIN).ConclusionOur results show the importance of taking characteristics of several regions of the recorded electropherogram into account in order to get a robust and reliable prediction of RNA integrity, especially if compared to traditional methods.

The development of mini pentameric STR loci for rapid analysis of forensic DNA samples on a microfluidic system

There is increasing interest in developing methods for portable DNA analysis in mass disasters and criminal identification. Currently most forensic STR DNA analysis is performed by CE; however, these instruments are not portable and require long sample run times. One potential solution is the development of microfluidic systems for DNA typing. Unfortunately, fairly long (ca. 20 cm) separation channels are usually required for the proper resolution of multiplexed STR loci used in human identification. Commercially available systems like the Agilent 2100 Bioanalyzer have a small footprint and utilize chips with shorter channels and reduced resolution. Such portable systems might be valuable for evidence screening in remote locations. However, due to their lower resolution, most standard 4 base STR loci and their inherent 2 base variants will not resolve on such systems. In this paper, we discuss the development of reduced length pentameric (5 base) STR amplicons. Pentameric STRs have fewer variant alleles and are easier to separate due to the wider spacing between alleles. By incorporating novel denaturing sieving polymers in a short microfluidic channel, we demonstrate efficient separations on these chips. Such an approach can serve as a useful tool for rapid microfluidic DNA typing.

Ultrafast STR Separations on Short‐Channel Microfluidic Systems for Forensic Screening and Genotyping

There are situations in which it is important to quickly and positively identify an individual. Examples include suspects detained in the neighborhood of a bombing or terrorist incident, individuals detained attempting to enter or leave the country, and victims of mass disasters. Systems utilized for these purposes must be fast, portable, and easy to maintain. DNA typing methods provide the best biometric information yielding identity, kinship, and geographical origin, but they are not portable and rapid. This study details the development of a portable short‐channel microfluidic device based on a modified Agilent 2100 bioanalyzer for applications in forensic genomics. The system utilizes a denaturing polymer matrix with dual‐channel laser‐induced fluorescence and is capable of producing a genotype in 80 sec. The device was tested for precision and resolution using an allelic ladder created from 6 short tandem repeat (STR) loci and a sex marker (amelogenin). The results demonstrated a precision of 0.09–0.21 bp over the entire size range and resolution values from 2.5 to 4.1 bp. Overall, the results demonstrate the chip provides a portable, rapid, and precise method for screening amplified short tandem repeats and human identification screening.