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Dive into the research topics where Jori Soukka is active.

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Featured researches published by Jori Soukka.


Nature Biotechnology | 2000

A new microvolume technique for bioaffinity assays using two-photon excitation

Pekka Hänninen; Aleksi E. Soini; Niko J. Meltola; Juhani T. Soini; Jori Soukka; Erkki Soini

Bioaffinity binding assays such as the immunoassay are widely used in life science research. In an immunoassay, specific antibodies are used to bind target molecules in the sample, and quantification of the binding reaction reveals the amount of the target molecules. Here we present a method to measure bioaffinity assays using the two-photon excitation of fluorescence. In this method, microparticles are used as solid phase in binding the target molecules. The degree of binding is then quantified from individual microparticles by use of two photon excitation of fluorescence. We demonstrated the effectiveness of the method using the human α-fetoprotein (AFP) immunoassay, which is used to detect fetal disorders. The sensitivity and dynamic range we obtained with this assay indicate that this method can provide a cost-effective and simple way to measure various biomolecules in solution for research and clinical applications.


Review of Scientific Instruments | 2002

Two-photon excitation microfluorometer for multiplexed single-step bioaffinity assays

Juhani T. Soini; Jori Soukka; Erkki Soini; Pekka Hänninen

A new type of instrumentation for single-step bioaffinity assays and microvolume fluorometry is presented. The concept is based on the use of two-photon excitation by a low-cost near-infrared laser and individual observation of bioactive fluorescent microparticles. The applicability of the instrument is demonstrated by a microparticle based multiplexed bioaffinity assay where several fluorescent markers are simultaneously excited. This instrument can be applied in the growing fields of drug discovery, in life science research, and in routine laboratory diagnostics.


international conference of the ieee engineering in medicine and biology society | 2006

Robust Estimation of Bioaffinity Assay Fluorescence Signals

Dimitris Glotsos; Jussi Tohka; Jori Soukka; Juhani T. Soini; Ulla Ruotsalainen

In this paper, the challenging problem of robust mean-signal estimation of a single-step microparticle bioaffinity assay is investigated. For this purpose, a density estimation-based robust algorithm (DER) was developed. The DER algorithm was comparatively evaluated with four other parameter estimation methods (mean value, median filtering, least square estimation, Welsch robust m-estimator). Two important questions were raised and investigated: 1) Which of the five methods can robustly estimate the mean bioaffinity signal? and 2) How many microparticles need to be measured in order to obtain an accurate estimate of the mean signal value? To answer the questions, bootstrap and coefficient of variation (CV) analyses were performed. In the CV analysis, the DER algorithm gave the best results: The CV ranged from 0.8% to 4.9% when the number of microparticles used for the mean signal estimation varied from 800 to 30. In the bootstrap analysis of the standard error, the DER algorithm had the smallest variance. As a conclusion, it can be underlined that: 1) of all methods tested, the DER algorithm gave the most consistent and reproducible results according to the bootstrap and CV analysis; 2) using the DER algorithm accurate estimates could be calculated based on 80-100 particles, corresponding to a typical assay measurement time of 1 min; and 3) the investigated bioaffinity signals contained a large number of outliers (observations that severely deviate from the majority of data) and therefore robust techniques were necessary for the mean signal estimation tasks


Journal of Clinical Microbiology | 2007

Rapid Method for Detection of Influenza A and B Virus Antigens by Use of a Two-Photon Excitation Assay Technique and Dry-Chemistry Reagents

Janne O. Koskinen; Raija Vainionpää; Niko J. Meltola; Jori Soukka; Pekka Hänninen; Aleksi E. Soini

ABSTRACT New separation-free assay methods for the rapid detection of influenza A and B virus antigens are presented. The methods employ dry-chemistry reagents and the recently developed two-photon excitation (TPX) fluorescence detection technology. According to the assay scheme, virus antigens are sandwiched by capture antibody onto polymer microspheres and fluorescently labeled antibody conjugate. Consequently, fluorescent immunocomplexes are formed on the surface of microspheres in proportion to the concentration of the analyte in the sample. The fluorescence signal from individual microspheres is measured, separation free, by means of two-photon excited fluorescence detection. In order to demonstrate the applicability of the new assay technique for virus antigen detection, methods for influenza A and B viruses were constructed. The assay method for influenza A virus applied a molecular fluorescent label, whereas the method for influenza B virus required a nanoparticle fluorescent reporter to reach sufficient clinical sensitivity. The new methods utilize a dry-chemistry approach, where all assay-specific reagents are dispensed into assay wells already in the manufacturing process of the test kits. The performance of the assay methods was tested with nasopharyngeal specimens using a time-resolved fluoroimmunoassay as a reference method. The results suggest that the new technique enables the rapid detection of influenza virus antigens with sensitivity and specificity comparable to that of the reference method. The dose-response curves showed linear responses with slopes equal to unity and dynamic assay ranges of 3 orders of magnitude. Applicability of the novel TPX technique for rapid multianalyte testing of respiratory infections is discussed.


Bioimaging | 1995

Two‐ and multiphoton detection as an imaging mode and means of increasing the resolution in far‐field light microscopy: A study based on photon‐optics

Stefan W. Hell; Jori Soukka; Pekka Hänninen

A photon-optics interpretation of the image formation in a scanning single or two-photon excitation fluorescence microscope is given. This interpretation predicts the possibility of two-photon or multiphoton imaging modes based on simultaneous detection of two or more photons. We point out that by simultaneous detection of n photons stemming from the same point, the detection point-spread-function is raised to the nth power. In a two-photon detection microscope, pairs of photons rather than single photons are taken as the signal. We discuss the fundamental requirements of two-photon detection microscopy and the potential and limitations of this imaging mode. Two-photon detection leads to a reduction of the spatial extent of the detection point spread function and therefore to an increase of resolution, but also to a reduction of the total signal. The theoretically predicted narrowing of the point spread function as well as the reduction of the detected signal is confirmed in an experiment simulating the two-photon detection situation. In addition, we show a precise recording of the point-spread function of a 1.4 numerical aperture oil immersion lens at a wave length of 750 nm and the corresponding point-spread-function of a two-photon detection imaging mode.


Diagnostic Microbiology and Infectious Disease | 2008

Development of a rapid assay methodology for antimicrobial susceptibility testing of Staphylococcus aureus

Janne O. Koskinen; Teppo Stenholm; Jonne Vaarno; Jori Soukka; Niko J. Meltola; Aleksi E. Soini

Development of a new phenotypic technique for rapid antimicrobial susceptibility testing (AST) of methicillin-resistant Staphylococcus aureus is presented. The new technique combines bacterial culturing and specific immunometric detection in a single separation-free process. The technique uses dry chemistry reagents and the recently developed two-photon excitation detection technology, which allows online detection of bacterium-specific growth. The performance of the new technique was evaluated by monitoring the growth of S. aureus reference strains and determining their susceptibility to oxacillin. In the direct analysis of clinical specimens, method specificity and tolerance to interferences caused by other bacteria present in the sample are pivotal. Other bacteria can compete with the bacteria of interest for nutrients, for example. Specificity and tolerance were studied against Staphylococcus epidermidis reference strains. The results suggest that the new technique could allow rapid AST directly from clinical samples within 6 to 8 h. Such a rapid and simple testing methodology would be a valuable tool in clinical microbiology because it would shorten the turnaround times of microbiologic analyses. Advantages of the new approach in relation to conventional methods are discussed.


Annals of the New York Academy of Sciences | 2008

Two‐photon Excitation Fluorescence Bioassays

Pekka Hänninen; Jori Soukka; Juhani T. Soini

Application of two‐photon excitation of fluorescence in microscopy is one of the major discoveries of the “renaissance” of light microscopy that started in the 1980s. The technique derives its advantages from the biologically “smooth” wavelength of the excitation light and the confinement of the excitation. Difficult, and seemingly nontransparent, samples may be imaged with the technique with good resolution. Although the bioresearch has been concentrating mostly on the positive properties of the technique for imaging, the same properties may be applied successfully to nonimaging bioassays. This article focuses on the development path of two‐photon excitation–based assay system.


Optics Express | 2004

Optimization of multi-photon event discrimination levels using Poisson statistics

Jori Soukka; Arho Virkki; Pekka Hänninen; Juhani T. Soini

In applications where random multi-photon events must be distinguishable from the background, detection of the signals must be based on either analog current measurement or photon counting and multi-level discrimination of single and multi-photon events. In this paper a novel method for optimizing photomultiplier (PMT) pulse discrimination levels in single- and multi-photon counting is demonstrated. This calibration method is based on detection of photon events in coincidence to short laser pulses. The procedure takes advantage of Poisson statistics of single- and mult-iphoton signals and it is applicable to automatic calibration of photon counting devices on production line. Results obtained with a channel photomultiplier (CPM) are shown. By use of three parallel discriminators and setting the discriminator levels according to the described method resulted in a linear response over wide range of random single- and multi-photon signals.


Journal of Immunological Methods | 2018

Microbial identification from faces and urine in one step by two-photon excitation assay technique

Juha Koskinen; Jori Soukka; Niko J. Meltola; Janne O. Koskinen

Two-photon excitation fluorometry (TPX) is a separation-free bioaffinity assay technique which enables accurate diagnostic testing in microvolumes. The technology is currently commercially applied in an automated mariPOC® test system for rapid phenotypic multi-microbe detection of pathogen antigens. The first TPX applications for diagnostics were intended for respiratory infection testing from nasopharyngeal and oropharyngeal samples. Feces and urine are more complex sample matrices and contain substances that may interfere with immunoassay binding or fluorescence detection. Our objective was to study the suitability of these complex matrices in the TPX technique. As expected, feces and urine elevated fluorescence levels but the methodology has the unique property of compensating for matrix effects. Compensation allows reliable separation of specific fluorescence from the fluorescence caused by the matrix. The studied clinical samples did not contain immunoassay inhibitors. The results suggest that the methodology is robust and may provide reliable testing of feces and urine samples with high accuracy.


EURASIP Journal on Advances in Signal Processing | 2008

Evaluation of robust estimators applied to fluorescence assays

Mikko Vastila; Sari Peltonen; Jori Soukka; Edisson Alban; Juhani T. Soini; Ulla Ruotsalainen

We evaluated standard robust methods in the estimation of fluorescence signal in novel assays used for determining the biomolecule concentrations. The objective was to obtain an accurate and reliable estimate using as few observations as possible by decreasing the influence of outliers. We assumed the true signals to have Gaussian distribution, while no assumptions about the outliers were made. The experimental results showed that arithmetic mean performs poorly even with the modest deviations. Further, the robust methods, especially the -estimators, performed extremely well. The results proved that the use of robust methods is advantageous in the estimation problems where noise and deviations are significant, such as in biological and medical applications.

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Ulla Ruotsalainen

Tampere University of Technology

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Edisson Alban

Tampere University of Technology

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Mikko Vastila

Tampere University of Technology

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