Patent Application
20120194800
Methods and devices for measuring particulate concentrations in a suspension held in a container. Devices are configured to accommodate and compliment typical laboratory containers and other equipment. Measurements of particle concentration are made, e.g., through the wall of the container by detection of back-scattered light. Detected signals can be related to, e.g., particle concentration or standard O.D. 600 nm values.
In U.S. Pat. No. 7,100,462 “Self Adjusting Sensor Mounting Device”, methods and devices are described for reproducibly mounting a sensor to a wide variety of cylindrical and flat surfaces in a manner that automatically compensates for the curvature of the mounting surface.
In US patent application 2009/0075248, “Particle sensor with wide linear range”, methods and devices are described for measuring particulate concentration in vessels, where the response from multiple source-detector pairs is combined to provide a linear response over a wide range of particle concentrations. Also described, are methods and devices for confining the measurement to a specific volume within the medium, as methods and devices for performing rapid sequential measurement of particle concentration in multiple vessels.
In view of the above, a need exists for devices that can read particulate concentrations directly from the containers in which they are held or cultured. It would be desirable to have methods to read particulate concentrations in atypical environments or from containment not specifically designed to be used in analytical procedures. Benefits could also be realized from methods and devices capable of reading particle concentrations in shallow samples and without the need to dilute the sample. The present invention provides these and other features that will be apparent upon review of the following.
An optical sensor for rapidly, accurately, and non-invasively measuring the concentration of particles suspended in a medium held within a variety of vessel types is disclosed. The sensor consists of one or more light sources and one or more detectors contained in a housing. The sensor is interfaced to a vessel containing a medium with suspended particulate matter. The one or more light sources are directed through the vessel wall into the medium, scattered by the particulate matter, and then some portion of the scattered light is detected through the vessel wall by the one or more detectors. The light sources and detectors are selected to emit and detect light in a spectral region that is substantially absorbed by the medium, thereby confining the measurement to a restricted volume within the medium. Methods and devices for directing as well as ensuring proper orientation of the sensor relative to the vessel prior to and during measurement are also described. Additionally described are methods and devices for accurately determining the particle concentration over a wide range of particle concentrations.
Accordingly, several objects and advantages of the present invention are:
Additional objects and advantages of the present invention for the specific embodiment in which the sensor is held or affixed externally to a container holding a liquid culture for the purpose of measuring the biomass:
Methods of the invention can include, e.g., determining the concentration of at least one type of particle in a medium by passing radiation (e.g., light) originating from at least one source into the medium, wherein the radiation is substantially absorbed by the medium, detecting light scattered by particles within the medium using at least one detector, measuring at least one signal corresponding to the portion of radiation detected by one of said detectors that originated from one of the light sources, and relating at least one of the signals to the concentration of at least one type of particle. Typically, detecting the radiation is accomplished by positioning a sensor externally to a container that holds the medium, the container being substantially transparent, or providing a transparent window on the container.
The method can further include a means of detecting the position or orientation of the sensor relative to the container, or providing means of reducing the sensitivity of the combined result to variations in the thickness of the window. The method can include providing means of detecting the position and orientation of the sensor relative to the container. For example, one or more position switches can provide means to determine the position or orientation of the sensor relative to the container. Optionally, one or more capacitance switches can provide a means to determine the position or orientation of the sensor relative to the container. For example, the capacitance switches can be used to determine that a sufficient volume of medium is present in the vicinity of the sensor for a particle concentration measurement to be made accurately. Alternately, the position or orientation can be determined using optical components, such as a light source and detector.
In certain embodiments, radiation sources and sensors are positioned symmetrically about their counterpart. For example, at least two sources can be positioned symmetrically with respect to a detector component, or visa versa. Such devices can reduce inconsistent detections or detect positioning errors during analysis of a sample. For example, the two symmetrically positioned optical elements can provide a means of determining whether sufficient medium is present in order to make an accurate measurement of particle concentration.
In preferred embodiments, the radiation is detected as back-scattered light and the result is converted to an optical density readout. In many embodiments, absorbing components of the medium being analyzed include water. In a preferred embodiment, the distance between a source and detector is matched to the mean path for absorption by the medium of radiation emitted by the source.
In many embodiments of the methods, a means is provided for subtracting a measurement of blank media from a measurement of media containing particulate matter. In preferred embodiments, coefficients can be input or determined relating detected signals to the particle concentration measurement. In the methods, it is beneficial to provide a means of checking for or correcting for proper instrument performance, e.g., by providing duplicate measurements, measurements from different light paths, comparison to standard references, comparison to controls, etc.
In certain methods, a guide is provided for guiding the sensor into a desired alignment with the container. In preferred embodiments, the guide is readily removable and replaceable. In preferred embodiments, the guide includes a U or V-shaped feature in one dimension and a substantially flat feature in a second dimension, e.g., to align the sensor relative to the axis of a sample container. In some embodiments, magnetic force is used to hold the guide against the sensor. In many embodiments, the guide includes an element that is deformable under pressure, so that multiple different container sizes may be automatically accommodated. In some embodiments, the sensor is surrounded by a shell that helps to properly orient the sensor onto the vessel. In many methods of the invention, audio or visual cues are provided to guide an operator in finding or maintaining the position of the sensor relative to the container. In some embodiments of the invention the multiple sensors are interfaced with a single controller, allowing the particle concentration to be determined in multiple vessels without requiring sensor repositioning.
In one embodiment, the sensor consists of at least one near-infrared laser light source emitting near 1310 nm, and at least one optical reflectance detector. The sensor is held against the wall of a vessel, such as a shake flask, containing cells or microorganisms suspended in an aqueous medium. Laser light is directed through the wall of the vessel into the medium and is scattered by the cells or microorganisms. In addition to scattering, the 1310 nm light is partially absorbed by water in the medium. The relationship between Optical Density and the reflectance signal measured by the sensor is stored as a calibration in the instrument, which may vary according to the type of cell or microorganism being grown in the medium. In some embodiments, a baseline offset is provided to allow compensation for the contribution of the medium to the measured Optical Density.
In preferred embodiments, the radiation source emits light at a frequency ranging from about 650 nm to 2200 nm, from 700 nm to 2000 nm, from 800 nm to 1800 nm, from 1000 nm to 1600 nm, or about 1500 nm. In preferred embodiments, the source provides light radiation in the infrared wavelengths. In some embodiments the source provides radiation ranging between 1150 nm and 1350 nm. In other embodiments, the source emits light at a wavelength between 920 and 1150 nm, or between 350 and 1900 nm.
In some embodiments a second reflectance or scatter detector is arranged symmetrically with respect to a first reflectance detector, as a means to determine proper sensor positioning. Comparison of the processed signals from the two detectors ensures that the measurement is being made from within a sufficient depth of fluid to provide accurate determination of particle concentration. In some embodiments additional detectors are spaced at a different distance from the laser to extend the linear range of response to changes in particle concentration.
In some embodiments the reflectance detectors are held at the end of apertures constructed from a material, which is strongly absorptive of light emitted by the source. The optic axes of the laser and reflectance detectors may be oriented parallel to each other, and the divergence and collection angles restricted, so as to minimize sensitivity to vessel wall thickness and restrict the measurement volume within the medium.
In some embodiments, the sensor includes at least one position detector. The position detector(s) on the sensor face provide a means of determining when proper sensor positioning has been achieved, and can also be used to trigger a measurement and to help determine whether a measurement has been successfully completed. In some embodiments the position sensor includes at least one position switch. In other embodiments the position sensor includes at least one capacitance sensor. In some embodiments the capacitance sensor is used to determine whether sufficient medium is present in the vessel in proximity to the sensor in order for an accurate measurement to be collected. In other embodiments, the position sensing is performed using optical components.
In some embodiments the concentration is reported as an Optical Density (OD) such as would be reported by a spectrophotometer at a particular wavelength (e.g., 600 nm) through a 1 cm path length cell containing a dilute solution of the medium, after multiplication by the dilution factor. In some embodiments the concentration is reported as standard turbidity units (e.g., NFUs), dry or wet weight per volume (e.g., g/mL), cells counts per volume (e.g., cell/mL), or any user-defined value, related to particle concentration. In some embodiments the type of units in which the result is reported is user-selectable
The light scatter by particles in the methods can be detected by any appropriate type of detector. For example, detection can be by a photomultiplier tube, photodiode, or photodiode array. In preferred embodiments, at least one of the detectors employs silicon in active detector area of its sensor. In some embodiments, at least one of the detectors employs InGaAs in its active area.
The illumination source in the methods can be any appropriate means, such as, e.g., a laser, a tungsten lamp, mercury vapor lamp, LED, diode lasers and/or the like. In certain embodiments, a monitoring diode is built into the laser package, and is used to compensate for changes in radiant flux emitted by the laser, e.g., a laser monitoring detector is used to directly measure the output of the laser, providing a means of compensating for intensity variation such as may be caused by temperature fluctuations.
In some methods of the invention, a bar code scanner is built into the device and used to track the measurements, e.g., the identification of samples. In the methods, it can be useful to have information transferred wirelessly, e.g., the measured particle concentration can be wirelessly transferred to an ancillary or peripheral device.
In another embodiment of the methods, a concentration of at least one type of particle in a medium is determined by positioning a sensor next to a container holding the medium, passing radiation originating from at least one source through the container wall into the medium that substantially absorbs the radiation, detecting with at least one detector a signal relating to radiation reflected from within said medium back through the container wall, and relating the detected radiation signals to the concentration of a particle in the medium.
The inventions include devices for detecting and measuring the concentration of particles in a container. In one aspect, the device for determining the concentration of at least one type of particle in a medium includes, e.g., a housing containing a sensor, including at least one radiation source and at least one radiation detector positioned to collect source radiation scattered by particles within said medium, wherein the radiation emitted by the source is substantially absorbed by the medium. The device further comprises a controller for controlling the radiation sources, and for measuring at least one of the signals corresponding to the portion of radiation detected by one of the detectors that originated from the radiation sources. The device typically also includes a processor configured to relate at least one of the signals to a concentration of at least one type of particle.
In preferred embodiments, at least one of the radiation sources is modulated in amplitude or frequency. In such cases, it can be beneficial to provide means for reducing the dependence of said detector measurement on the timing of the measurement relative to the source modulation cycle, e.g., by configuring the device so that the rate at which the detector signal is measured is substantially greater than the rate at which the sources is modulated. In a certain embodiment, quadrature slope correction is employed as part of the detector demodulation algorithm.
Power for the device can be from any appropriate source. For example, power can be from an AC outlet, batteries, photovoltaics, etc. In preferred embodiments, the power for the controller and processor is provided by batteries, e.g., low self-discharging Nickel Metal Hydride (LSD-NiMH) type.
Due to the environment in which the devices typically employed, it can be useful to provide means for making the device enclosure substantially resistant to water ingress.
The device sensor can be configured to be well-adapted to taking measurements from any number of different containers or vessels. For example, the sensor housing can be attached to a disposable fermentor, bioreactor, flask, bottle, bag, or tube. The sensor housing can be affixed to a vessel, providing the capability of making multiple measurements without the need for reapplication of the sensor to the vessel. Multiple sensors can be interfaced with the same controller. In some embodiments, the sensor housing is designed to be disposable. Radiation sources or detectors can be fiber optical components optically linked to electro-optical components that are physically separated from said housing. In some embodiments fiber optics are used to convey light between the sensor and electro-optical components. In some such embodiments fiber optics splitters and/or switchers are used to multiplex the electro-optical components between multiple fibers.
The controller can be any appropriate type. The device controller can employ a Complex Programmable Logic Device (CPLD).
The device can be configured to take particle concentration measurements. In preferred embodiments, the time required for measurement of particle concentration is three seconds or less. In other embodiments, the measurement time is variable, as determined by a metric related to measurement accuracy. In another aspect, signals are combined from source-detector pairs with at least two different separation distances. In another aspect, at least two of the radiation sources have substantially different emission wavelengths. In certain devices, the source wavelengths can be selected according to the separation between the source-detector pairs.
The devices can be configured to consistently collect accurate measurements from samples in unusual containers or unusual conditions for analysis. For example, when the amount of medium in front of the sensor varies over time (e.g., a shaker flask), and the signals can be collected rapidly enough to capture this variation. Where there are different amounts of medium present in one or more samples, the signals collected can be proportionately modulated by the processor, e.g., the ratio of signals collected with different amounts of sample fluid present can be considered in determining the correct particle concentration.
Unless otherwise defined herein or below in the remainder of the specification, all technical and scientific terms used herein have meanings commonly understood by those of ordinary skill in the art to which the present invention belongs.
Before describing the present invention in detail, it is to be understood that this invention is not limited to particular devices or biological systems, which can, of course, vary. It is also to be understood that the terminology used herein is for the purpose of describing particular embodiments only, and is not intended to be limiting. As used in this specification and the appended claims, the singular forms “a”, “an” and “the” include plural referents unless the content clearly dictates otherwise. Thus, for example, reference to “a component” can include a combination of two or more components; reference to “feed” can include mixtures of feed, and the like.
Although many methods and materials similar, modified, or equivalent to those described herein can be used in the practice of the present invention without undue experimentation, the preferred materials and methods are described herein. In describing and claiming the present invention, the following terminology will be used in accordance with the definitions set out below.
As used herein, the term “radiation” is used interchangeably with “light”.
A “mean absorption path length” is the average distance covered by a photon within a medium before it is absorbed by the medium.
A “sensor” of the methods and devices is a device component comprising at lease one light source-detector pair in functional association.
As used herein, “modulated” means to vary the amplitude, frequency, or phase of a light source.
a-f depict arrangements of optical and position sensing components in sensor heads of the present invention.
a-d define angles (q, γ, and f) and position (d) of a sensor of the present invention relative to a vessel whose contents are to be measured.
a-c depict device enclosures and vessel alignment guides of the present invention.
a depicts an enclosure of the present invention along with features providing an interface between the device and operator.
b depicts a display screen for a device of the present invention.
a-j depict different enclosures and some of their modes of use by the present invention.
a-c are electronic schematics employed in one embodiment of the present invention.
a-b are graphs of the processed reflectance signals vs. OD(600) generated by a device of the present invention.
The detailed description set forth below in connection with the appended drawings is intended merely as a description of the presently preferred embodiments of the invention, and is not intended to represent the only form in which the present invention may be constructed or utilized. The description sets forth the functions and sequence of steps for construction and implementation of the invention in connection with the illustrated embodiments. It is to be understood, however, that the same or equivalent functions and sequences may be accomplished by different embodiments as suggested in the present description, and may be satisfactorily applied for the measurement of any material which may exhibit similar behavior that are also intended to be encompassed within the spirit and scope of the invention.
The detailed description set forth herein will make reference to the measurement of biomass in a liquid culture. The term “biomass” as used in this patent application, refers to the concentration of biological material, such as cells or microorganisms. What is meant here and elsewhere in the patent application by “concentration” is the number of a type of particle, weight of a type of material, or volume of a type of material found in a given volume of a medium.
Optical Density (OD) is defined as:
where light intensities are measured after transmission through a sample (I) and in the absence of the sample (I0). It is common in the biofermentation field to measure and refer to biomass according to the optical density measured at a particular wavelength, such as 600 nm (“OD600”), through a 1 cm path length cuvette, with a commercial spectrophotometer. When measuring OD using a spectrophotometer it is necessary to dilute the sample to have an OD in a linear range of response (commonly OD<1, but more ideally OD between 0.05 and 0.2) and then scale the measured OD by the dilution factor. This type of measurement is herein referred to as “Offline OD” measurement, to distinguish it from the real-time (“Online”) measurement allowed by the methods and devices for the present invention. For mono-disperse cells a linear relationship between biomass and OD generally holds.
The method(s) and instrument(s) of the present invention may also find application in liquid suspensions of solids other than biomass as well as in solutions. For example, the particulate content in milk, the rate of polymerization in a chemical system or the turbidity of water may be measured by application of the method(s) and/or instrument(s) of the present invention. Similarly, the present invention may be utilized to determine the amount of gas in a liquid phase, such as the concentration of gas bubbles in a liquid medium. In addition, the attenuation of radiation by absorption may be used to measure the concentration of components dissolved in solution, by application of the present invention.
The method and instruments of the present invention may also be useable in the gas phase. For example, in industrial plants using smokestacks, the amount or concentration of a specific component of the effluent gas may be measured by application of the present invention. As another example, the present invention may be used to measure the particulate content of a gas for the purpose of smoke or fire detection. As yet another example, the present invention may be used to measure the concentration of a particular component of a gas, such as the concentration of carbon dioxide in a mixture of gases or the density of fog or smoke in the flight path of an airplane.
In addition, the method(s) and/or instrument(s) of the present invention may be utilized to monitor materials in the solid state and to monitor transformation of materials between states. For example, the present invention may be used to measure the concentrations of oxygenated and deoxygenated hemoglobin in tissue. As another example, the present invention may used to monitor the conversion of a liquid to the solid state, such as gel formation. Thus, although the hereinafter-set-forth descriptions often refer specifically to the measurement of the biomass in a liquid culture, it will be appreciated that the method(s) and instrument(s) of the present invention are also applicable in other liquids and in gas and solid media applications.
The present methods are generally directed to techniques of illuminating a container of particulate suspension from the outside and determining the particulate concentration in correlation to the amount of light scattered back. By employing an interrogation light wavelength that does not penetrate far into the media of the suspension the requirement of diluting the sample can be avoided. Further, shallow interrogation can mitigate problems associated with moving (e.g., shaking) samples and assay of samples with non-uniform depth.
In one embodiment, the method for determining the concentration of particles in a medium includes providing the medium in a walled container, irradiating the medium with a light source through the wall with a wavelength of light, detecting light scattered by the particles in the medium using a detector positioned outside the container wall and correlating the detected light to the concentration of the particle. In preferred embodiments, the light does not penetrate substantially into the medium. The interrogation light is typically in the infrared spectrum. In preferred embodiments, the light source shines into the container through a wall substantially transparent to the light wavelength, and the light is scattered back through the wall to a detector near the light source and aligned in substantially the same direction as the light source.
In another exemplary embodiment, the method determines the concentration of particles in a container of medium. The method includes the steps of positioning a sensor next to a container holding the medium, passing light originating from at least one light source through the container wall into the medium, wherein the medium absorbs the light as characterized by a mean absorption path length, detecting a light signal through the wall with a detector, wherein the spatial separation between the light source and first detector is within a factor of 10 of the mean absorption path length, and wherein the signal is from light reflected from within the medium, and correlating the detected signal to the concentration of the particles in the medium.
In typical embodiments, the light is infrared, the container is a culture flask, the media is aqueous, and the particles are cells. The light source and detector are typically arranged in a sensor housing across a surface and aligned so the light is transmitted in a path describing an acute angle from the direction of detector detection (e.g., optical axis of a conical detection zone for the detector).
The container of media is typically a container designed to hold or store media, but not typically a container normally employed to function with spectroscopic equipment in, e.g., a quantitative analysis. The containers in the present methods are typically, e.g., a shaker flask, a T-flask, a centrifuge tube, a test tube, a roller bottle, a fermentor, a bioreactor, a stir flask, a carboy, a bag, a media bottle, a multiwell plate, a petri dish, a syringe, a pipette and/or the like. In a typical embodiment, the container is not a cuvette (e.g., from a spectrophotometer or fluorometer) and is not a spectroscopic flow cell (e.g., from an assay device).
Where the media is aqueous, the light wavelength is typically an infrared (IR) wavelength. This is because IR wavelengths are well scattered by particles typically of interest and such wavelengths are substantially absorbed by shallow depths of water, with the benefits described above. The light source wavelength in the methods can also depend to some extent on the optical qualities of the container wall in a particular instance. Other useful ranges of light source wavelengths range from less than 650 nm to more than 2000 nm, from about 700 nm to about 1500 nm, from 800 nm to about 1300 nm. In certain embodiments the preferred wavelength is about 1310 nm. In other applications the light sources emits light between 1150 and 1350 nm, between 920 and 1150 nm, or between 1350 and 1900 nm. In the context of other media, such as organic solvents, other optimum interrogation wavelengths are available, e.g., wherein the particles of interest scatter the light well, and the solvent limits penetration of the light to desired shallow depths.
It is desirable in many embodiments of the methods to determine particle concentrations that the interrogating light wavelength not penetrate too far into the media of the particle suspension. This can help avoid inaccuracies resulting from, e.g., light reflecting from the opposite wall of the container, light reflecting off an air interface with the media, and variance due to sample depth instead of particle concentration. In the methods, it is typically preferred that the wavelength of light be at least 50% absorbed by the media within the first 10 cm, 5 cm, 2 cm, 1 cm, 0.5 cm, 0.25 cm or 0.1 cm of the light path through the particular medium. In a typical embodiment, the mean absorption path length matches the source-detector separation within a factor of 5. In the methods, it is typically preferred that the wavelength of light be absorbed by the media with a mean absorption path length that is within a factor of 10, 5, 2, or 1.5 of the separation between the source and detector. In a typical embodiment, the mean absorption path length matches the source-detector separation within a factor of 5. Matching of the mean absorption path length with the source-detector separation “within a factor of” X, means that either the mean absorption path length, when multiplied by any number between 1 and X, will match the source-detector separation, or the source-detector separation when multiplied by any number between 1 and X, will match the mean absorption path length.
In the methods, it is useful to have the light source and detector on the same side of the container for the analysis. In this way, the scattered light path is not dependent on the container to provide consistent and adequate geometry. That is, a significant benefit of the present methods is that particle detection does not depend on the shape or size of the container holding the media. For example, as long as the media to be tested is in contact with the inside wall of the container at a certain position, the methods allow the reading device to realize an appropriate interaction with the media. The media does not have to be withdrawn or diluted. It matters little what is the shape or size of the container or whether the container is full. In many embodiments, the detector and light source are mounted in a device sensor with their objective aperture in a common plane and directed in substantially the same direction. In preferred embodiments, the light source and detector are arranged so that light emanating from the light source is scattered by particles in the media and returned to the detector describing an angle of from less than 5 degrees to 45 degrees, from 10 degrees to 35, from 15 degrees to 30 degrees or about 25 degrees.
The light source may radiate light in, e.g., a beam or cone, and the detection zone visible to the detector can be described by, e.g., a cylinder or cone. In preferred embodiments, the optical axis of the light source and the optical axis of the detector detection zone are substantially parallel. In other embodiments the axes can converge or diverge from each other at an angle ranging from about 1 degree to 45 degrees, from 3 degrees to 30 degrees, from 5 degrees to 20 degrees or about 10 degrees.
The particles detected in the methods can be any of interest, e.g., in a reasonably uniform suspension. The particles of interest are typically from the fields of materials science or biological sciences. Typical particles of interest in the present methods include, e.g., bacteria, fungi, animal cells, plant cells, polymer particles, nanoparticles, sol gels, viruses, and the like.
The methods include means of positioning and confirming the position of a light-detector sensor system in relation to the container and media of interest. Uniform and optimal positioning of the sensor can be important to the precision, accuracy, sensitivity and consistency of particle concentration measurements in the methods. Position sensors and alignment guides of the inventive devices are discussed at length below.
The methods include provision of two or more detectors in functional relation to one or more light sources. In the methods, positioning of the sensor, uniformity of the media components, uniformity of the media depth and uniformity of the container wall can be suggested by comparison of signals returned from two or more detectors at different positions. The detectors can be positioned symmetrically or asymmetrically relative to the light source. For example, two symmetrically positioned detectors elements can be positioned to provide a means of determining whether sufficient medium is present in order to make an accurate measurement of particle concentration. In many methods, distance between the light source and detector is matched to the mean absorbance path length by the medium of the light wavelength. In preferred embodiments, the distance between the light source and detector is from 0.5 mm or less to 100 mm or more, from 1 mm to 75 mm, from 5 mm to 50 mm, from 10 mm to 35 mm, or about 6 mm.
Once scattered light is returned to the detector, the associated signal can be correlated with other useful parameters such as optical density (OD) values or particle concentration. The methods can optionally be used to quantitate the amounts of the particles of interest present in the sample. For example, in one class of embodiments, an intensity of a signal scattered back to the detector is measured and correlated (e.g., through a standard formula determined through regression analysis) with a quantity of the corresponding particles of interest present. The standard formula can then be used to calculate an unknown amount of particles in a sample based on the output signal intensity for that sample.
To increase the precision and accuracy of measurements, the light source can be monitored with a sensor that feeds back to the controller, which instructs compensating changes in radiant flux emitted by the light source, thus stabilizing the light irradiation. Another way to enhance the accuracy of particle concentrations in the methods is to take a blank reading of media without particles and subtracting the blank reading from a measurement of the media containing the particle.
In a particular embodiment, samples can be identified and tracked employing components of the inventive device acting as a bar code scanner. For example, the light source can be a laser and light reflected back to the detector during a sweeping motion across a bar code decal can be detected and interpreted by the processor to identify a sample.
The devices of the invention are generally directed to paired light sources and sensors arranged to interrogate a sample of particles in a medium through the walls from one side of a container. For example, the devices for determining the concentration of particles in a medium, can include a housing containing a sensor, a light source in the sensor, a detector in the sensor and positioned to detect a signal of source light wavelengths scattered by particles within the medium, and a processor configured to correlate the detected signal to the concentration of particles. Typically the light wavelength emitted by the source is selected to be absorbed without overly extensive penetration into the medium. The device typically comprises a controller configured to measure the detected signals and to control the light sources.
It can be beneficial to make the light source distinctive over background light, and render it complimentary to certain detector circuitry. In a preferred embodiment, the light source of the device is modulated in amplitude or frequency. In such a case, accuracy can be enhanced wherein the detector reading frequency is different from the light interrogation frequency, e.g., thus avoiding problematic beat frequencies, and other interference. In preferred embodiments the detector signals measurement rate is at least 4-fold, 10-fold or 100-fold, or more different (preferably greater), than the modulation rate of the light source. In certain embodiments, a quadrature slope correction is employed as part of a detector demodulation algorithm.
In situations where multiple particulate concentration readings are expected over some time period, it can be useful to affix the light-detector sensor housing to the vessel, thereby providing the capability of making multiple measurements without the need for reapplication of the sensor to the vessel. Typical vessels containing media and subject to particle concentration readings by the devices of the invention include, e.g., shaker flasks, a T-flasks, centrifuge tubes, test tubes, roller bottles, fermentors, bioreactors, stir flasks, carboys, media bags, media bottles, multiwell plates, petri dishes, syringes, pipettes and the like.
The sensors of the devices can have complex arrangements of one or more light sources paired with one or more detectors. For example, signals can be combined from two or more paired source-detectors with two different source-detector separations. The light source or detectors can be fiber optical components, which are optically linked to electro-optical components that are physically separated from the housing, wherein the device further comprises one or more additional detectors in functional relation to the light source. The device can include a second light source with a light wavelength different from the light wavelength of the first light source, e.g., to selectively detect a different particle type or compliment a different container or media. The light source wavelength can be selected according to the separation between the source and the detector, e.g., to tailor the light path length to the expected particle density or media absorbance.
In certain embodiments, the device is configured to provide particular desired characteristics, For example, the device controller can be configured to collect detected signals at least every 0.10 seconds, thereby allowing measurement of variation in the amount of medium or particles in front of the sensor as it varies over time. The processor can be configured to distinguish signals depending on an amount of medium present at the container. The processor can be configured to correlate a ratio of signals collected in the presence of different amounts of media sample to the particle concentration.
In preferred embodiments, the light source and detector are both directed in the same direction. In many embodiments, the source and detector are aligned within 1 degree, 2 degrees, 5 degrees, 10 degrees 20 degrees or 30 degrees of each other.
Sensor Optical Arrangement.
Embodiments of a sensor of the present invention are illustrated in
The front face of the sensor may be covered with a face plate that protects the sensor from the environment in which it is operated. The face plate should be constructed from a material that is transmissive to light emitted by the laser. In addition, the face plate may be absorptive to light at wavelengths other than the laser emission wavelength. An example of a suitable material for the face plate is Edmund Optic part number NT 43-954, which is transmissive to near infrared light but absorptive to visible light. In some embodiments a gasket is used to prevent the sensor from sliding easily against the vessel surface. When pressed against a vessel wall, the gasket may also be used to create a seal that prevents materials from occluding or affecting the optical measurement. In some embodiments, surrounding the face plate is a gasket groove used to contain the gasket. The gasket groove helps to prevent the gasket from moving and possibly obstructing the face plate.
After the laser has penetrated the vessel window, cells or microorganisms within the medium scatter the laser light, some of which is reflected back towards the sensor. Reflected light is detected by at least one reflectance detector. In the embodiment depicted in
In addition to being scattered by the contents of the medium, the laser wavelength is chosen so that it is partially absorbed by the medium itself. Water, being the principle constituent of all cell media and relatively invariant in concentration, is an ideal candidate for providing this partial absorption of the light source. The absorption by the medium needs to be low enough so that the light has a chance to scatter from cells in the medium and return to the detectors before being absorbed. On the other hand, the absorption needs to be high enough so that light scattered from the cells and then reflected by the vessel wall, objects external to the vessel, or non-cellular objects within the vessel, has a low probability of returning to a location within the vessel from which it can enter the detector apertures before being absorbed by the medium.
The relative geometry of the source and reflectance detectors will determine the desired absorption coefficient of the medium at the excitation wavelength. A source-detector separation of between 1 and 50 mm, is well suited for the present application. At shorter distances, the sensor may be overly sensitive to specular reflections from the surface of the vessel. At longer distances, the amount of light detected may be too small for accurate measurement, or may place a lower limit on the size of vessels or volume of media that can be measured. As a rule of the thumb, the source-detector distance and the mean absorption path length (defined as the inverse of the optical absorbance) of the laser by the medium should be roughly matched (within an order of magnitude). In the preferred embodiment depicted in
Minimizing Sensitivity to Vessel Wall (Window) Thickness
In the embodiment depicted in
In some applications, the window thickness may be uniform enough or thin enough so that methods for overcoming sensitivity to window thickness will be unnecessary. One such application may be a sensor applied to a disposable bioreactor. In such cases, restriction of the source divergence angle and/or detector acceptance angle may be unnecessary. In such embodiments, the lenses and apertures described above may be excluded.
Sensor-Vessel Alignment
The position of the optical components relative to the vessel will affect the intensity of the reflected light reaching the detectors. As discussed further in Example 1, below, experiments were performed to determine this geometrical dependence. Some angular and positional degrees of freedom between the sensor and vessel are depicted in
The two position sensors 15 depicted in
In an alternate embodiment of the sensor, the position sensing is provided by one or more capacitance sensors. In one embodiment, the capacitance sensors are placed at the locations indicated in
In yet another embodiment of the sensor, the position sensing is provided by one or more pairs of light sources and detectors. These source-detector pairs may be angled towards each other to detect surface (specular) reflections. The source divergence and detector acceptance angles are restricted so that only when the vessel surface 103 is in the desired orientation relative to the sensor, will a threshold level of surface reflection be detected. One such embodiment, depicted in
Alignment Guide
In order to assist the device operator in finding and maintaining the proper geometry required for a valid measurement, a mechanical alignment guide is provided in some embodiments of the invention. As the operator moves the sensor close to a vessel, the alignment guide partially restricts the alignment of the sensor relative to the vessel, making it easier to find and maintain the geometry in which the position switches are both simultaneously engaged. Several alignment guide embodiments are depicted in
In another embodiment, depicted in
Operator Feedback During Alignment and Measurement
In one embodiment, a measurement is not considered to be valid unless the proper geometry has been maintained during the entire measurement period. For this purpose, visual and/or audible feedback may be useful aids for the operator. In the embodiment depicted in
In an alternative embodiment, the start of a measurement is triggered when both position switches are activated, but subsequent to that the reflected intensity measured by the detectors is used to determine whether the sensor position was sufficiently stable during the full measurement period. In another embodiment, data collected during unstable periods are excluded, but if a sufficient amount of data remains, a successful measurement may still be reported. In yet another embodiment, a combination of the position switch state and reflectance detector readings is used to determine whether the readings will be accepted.
Operator Interface
Beyond the measurement indicators already described above, additional methods of interfacing with the operator will provide utility in many embodiments of the invention. As depicted in
In one embodiment, the instrument is powered with rechargeable batteries. In one implementation, a battery indicator, which includes a 2-color LED (e.g. green and red), flashes a first color (e.g. green) while the battery is being charged, turns steady when the battery charging is complete, or the second (e.g. red) color is displayed if an error was encountered during battery charging.
In some embodiments, a power button is provided that allows the operator to toggle the instrument between on and off states, or to bring the instrument in and out of low-power-consumption (“sleep”) modes. Additionally in some embodiments, the instrument automatically powers off or goes into sleep mode after it has been active for a certain length of time, such as 5 minutes.
In some embodiments one or more interface devices are used to allow the operator to capture and subtract a baseline value from subsequent measurements. For example, an operator may wish to collect a measurement on a flask containing only media, and subtract that measurement from subsequent measurements for which the cells are suspended in the medium. This task may be accomplished using a single button 47 (such as that labeled “Base” in
In some embodiments the operator may wish to have the ability to change the coefficients of an equation used to manipulate the reported measurement. For example, the correspondence between an off-line (e.g. spectrophotometer) measurement of OD and the reflectance measured by the device of the present invention, may depend on the size or shape of the cells or microorganisms suspended in the medium. In one embodiment, preset calibrations for particular types of organisms (e.g. Escherichia coli, Saccharomyces cerevisiae, etc.) are pre-programmed into the instrument and can be selected by the operator. This calibration is, in the simplest case, a linear multiplier, but may also include higher order polynomial coefficients, or other equations or transformations, as necessary to characterize the relationship between on-line and off-line OD. Methods for calibrating and converting optical reflectance measurements into particle concentrations are further described below (see “Signal Processing and Calibration”) and in patent application US 2009/0075248, which is included here by reference. In the embodiment depicted in
In one embodiment of the present invention, the buttons, indicator LEDs, and display window 49 described above, as well as product graphics, are built into a cabled overlay, such as depicted on the left side of
In some embodiments power and/or computer communication interfacing with the instrument will provide additional utility. In one embodiment both power for battery recharging and computer communication are provided through a Universal Serial Bus (USB) interface. For the purpose of battery recharging, a USB connector provided on the instrument, can be connected via a standard USB cable to either a computer having an available USB port or to an AC/DC power converter that is plugged into a standard AC power outlet and provides 5V DC through a USB connector. When plugged into a PC, USB communication between the PC and device of the present invention can be used for such tasks as: (1) updating of the device firmware, (2) downloading of data stored in the device to the PC, (3) updating of the date and/or time that is stored and/or displayed by the device, and (4) writing or modifying calibration coefficients stored in the device.
In some embodiments, a display is included on the device which is capable of providing information to the operator such as date, time, calibration setting, battery charge status, measurement number, measurement result, baseline setting, error and warning messages, and current firmware version. An example of the display after a valid measurement has been completed, is depicted in
Sensor Housing
The housing for the sensor may have several additional functions beyond simply containing of all components: (1) providing easy access to interface components such as buttons, indicators, and displays, (2) protecting water-sensitive components, (3) providing a comfortable hand-grip for the operator, and (4) aiding the operator in achieving the correct orientation of the sensor relative to the vessel. Different views of one embodiment of the enclosure are illustrated in
Some alternative embodiments of the enclosure are depicted in
Bench-mounted (as opposed to hand-held) embodiments of the device are depicted in
Embodiments that are suited for in-place measurements on vessels are depicted in
Power Circuit
Electronic schematics for one embodiment of the present invention are provided in
LSD NiMH batteries have the advantage of being able to hold their charge on the shelf over a time frame of years, so that they can be installed pre-charged during the manufacturing of one embodiment of the present invention. Further, the high number of recharging cycles (1000 or more) allowed by many such batteries means that the batteries can be expected to function without requiring replacement over the life of the instrument. This makes it unnecessary for the operator to have ready access to the batteries; which in turn allows simplified design of the enclosure, reduces the opportunities for moisture ingress into the instrument, and diminishes the likelihood of problems caused by an operator substituting the wrong battery type into the instrument.
a provides a schematic of one embodiment of a power circuit of the present invention designed to charge and draw power from two NiMH batteries 60 (BT1). Power for recharging is provided through a USB connector 61 (J1). During the charging cycle, Q162 and U163 cause the batteries to charge at a constant current. This current is adjustable by changing R15, but as depicted (R15=0.47 Ohms), the batteries will charge at a current of approximately 140 mA. This charging current could be raised to provide more rapid charging, but as presently set, full charging can be accomplished overnight, and the current draw is low enough so that it can easily be provided by either a USB computer port or small AC/DC wall plug-in regulator, while running little risk of damaging or over-heating the batteries through over-charging. An up-regulator (U2) is used to provide steady power at 3.3V to the rest of the electronic components in the circuit. The battery voltage (“Bat V/2”) and USB voltage (“USB V/2”), as well as a digital signal indicating whether USB power is available are all monitored by a microcontroller (U15 in
Suitable batteries for the present invention are available from numerous sources, but “Eneloop” type AA batteries manufactured by Sanyo will be used here as an example. The manufacturer specifies that these batteries have a capacity of 2000 mA-Hours (mAH), hold 75% of full charge after 3 years of storage, and can be recharged up to 1000 or more times.
In one embodiment of the present invention, battery charging is turned off after the batteries have charged for a specific period of time. For example, for batteries with 2000 mAH capacity, the circuit shown in
The battery voltage signal (BAT V/2) may be used directly to estimate and report the charge status of the batteries. However, more accurate determination of charge state may be accomplished by measuring the battery voltage under different states of load (as the batteries are discharged their voltage will exhibit greater depression under load). In another embodiment, the charge state of the batteries may be estimated through the known power draw of the circuit over time (“Coulomb counting”).
Laser and Driver Circuit
The schematic in
A wide range of frequencies of the laser modulation may be suitable, but in many applications it will be desirable to avoid 50-60 Hz and its harmonics (e.g. 100-120 Hz, 200-240 Hz), since this is a common frequency of alternating current sources and may contribute noise during amplification of the detector signals. A modulation frequency of at least several hundred Hz is also desirable in many applications for reducing the contribution of other common noise sources (e.g. Johnson noise) to the measured signal. In one embodiment of the present invention a modulation of approximately 1 kHz is employed.
Detectors, Amplification, and Data Acquisition
Also provided in the schematic in
The detector signals generated by the circuits shown in
In other embodiments, the analog to digital conversion and/or data collection are performed by a microprocessor. This may allow the circuit diagram to be simplified. On the other hand, analog to digital conversion performed within the microprocessor may be noisier than external conversion, due to the numerous other nearby signals that may be present in the microprocessor. Use of the CPLD to direct the laser modulation and data acquisition timing may also result in more precise timing, since the CPLD is purely devoted to this task, whereas the microprocessor may have many other competing timed tasks to coordinate. Use of the CPLD to control the data acquisition timing therefore may free up resources in the microprocessor, allowing it to perform other tasks more rapidly and/or efficiently.
Detector Signal Demodulation
Following digitization and transfer, the detector data are filtered and demodulated so that the resultant signals are proportional to the difference between high and low laser levels. One advantage afforded by collecting the detector signals at a substantially higher rate than the laser modulation is that it allows for reduced dependence of the derived signals on the precise phase or timing of the detector measurements relative to the laser modulation cycle. In one embodiment, for each detector type, the detector measurements collected during the low current portion of the laser cycle are summed, and subtracted from the summed detector measurements collected during the high current portion of the laser cycle. In one embodiment, the signal derived in this manner from the laser monitoring diode is used to correct the signals derived from the reflectance detector(s). In one embodiment, this correction consists of dividing the reflectance detector signal(s) by the laser monitoring signal. In this manner, the dependence of the derived reflectance signal on the laser output is reduced or eliminated.
In an alternative embodiment, the measurements collected by each reflectance detector are correlated to the measurements collected by the laser monitoring diode. This correlation may be, for example, a least squares fit to a line relating the two data sets. The slope of the line is then used as the demodulated reflectance detector signal. An advantage of this method, is that it automatically accounts for variations in the laser radiant flux. In a further embodiment, the fitting procedure is repeated after shifting the phase of one of the data sets by 90 degrees (relative to the laser modulation cycle). The two slopes resulting from this procedure are squared, summed, and the square root of the result is used as the demodulated reflectance signal. An advantage of this method (“quadrature slope correction”), is that the result will be independent of the phase of the individual detector measurements relative to the laser modulation cycle. An additional benefit of all of the demodulation methods described above is that they will compensate for sources of noise that are equally present in the low and high current phases of the laser modulation cycle. For example, light, such as ambient light, reaching a detector but that did not emanate from the laser source, may contribute to the detected signal. However, if this light is relatively invariant between the low and high laser cycles, it will be largely removed by the demodulation procedures described above.
Signal Processing and Calibration
The demodulated detector signals resulting from the above-described methods, may be further processed by digital filtering, as needed, in order to increase the signal to noise ratio of the signals. Examples of filtering methods suitable in some embodiments include band-pass, decimation, median, finite impulse response (FIR), infinite impulse response (IIR), Fourier Transform phase, and Kalman filtering.
In some embodiments, the signals are averaged over 1 or more cycles of 50 or 60 Hz. Such averaging may help to reduce the influence of noise sources, such as room lights, that contain amplitude oscillations at these frequencies. In some embodiments, signals are averaged over a time period corresponding to integral cycles of both 50 and 60 Hz; such as 5 cycles of 60 Hz and 6 cycles of 50 Hz. In this manner, the influence of noise sources oscillating at either or both 50 and 60 Hz may be effectively reduced.
In some embodiments the processed reflectance signals are offset-subtracted, where the offset term is determined during device manufacture and/or is periodically updated by measurement subsequent to manufacturing. In one embodiment, the offset term is determined by covering the sensor with a material that is highly absorbent at the laser wavelength, and measuring the detector signals. In another embodiment, the offset term is determined by pointing the sensor away from all reflective objects (e.g. into an empty space), and measuring the detector signals. In yet another embodiment, the offset term is determined by collecting a measurement on a vessel filled only with media (baseline subtraction). With or without prior offset subtraction, in some embodiments the reflectance signals are next log-transformed. The log transform may have the benefit of improving the linearity of the reflectance signal with respect to changes in particle concentration (e.g. off-line OD). In some embodiments an integrated circuit (“log amplifier”) is used to log-transform the detected signal. For example, a log amplifier could replace or be used in addition to the trans-impedance amplifier circuits shown in
In some embodiments of the invention, the reflectance signal will be transformed into a value related to particle concentration. For example, in one embodiment the signal is transformed into Optical Density (OD). The transformation into particle concentration, in some embodiments consists of a linear transformation (see Example 4, below). In other embodiments, the transformation is a higher order polynomial. In yet other embodiments, the transformation includes exponential or logarithmic terms. In still other embodiments the transformation includes an interpolation step, such as by the linear or cubic spline methods (see Example 5, below). The coefficients used in the transformation may be written into device memory during manufacturing, or written or updated after manufacturing. In some embodiments, the operator will have the option of determining and saving customized calibration coefficients into the device memory. This may be accomplished either through the direct instrument interface (e.g. buttons and display screen) provided on the instrument, or by remote interface, such as through communication between the device and a personal computer (PC).
Using the methods and devices detailed above, the time required for a measurement of particle concentration in some embodiments is three seconds or less. In other embodiments the measurement time is one second or less. As the measurement is being collected, periodic feedback regarding progress or validity, may be provided. In some embodiments, the measurement time may be variable, as determined, for example, by how long it takes to reach a desired signal to noise level.
Determining Measurement Validity
The use of position-sensitive devices for determining proper sensor-vessel alignment and measurement validity was discussed above (see the section entitled “Sensor-Vessel Alignment”). In some embodiments, reflectance detector signals are used instead of the position-sensitive devices to determine measurement validity. In other embodiments, the reflectance detector signals are used in addition to the position-sensitive devices to determine measurement validity. One embodiment employs two reflectance detectors equally spaced from the laser, such as depicted in
The advantages of the above-described methods for determining measurement validity may be better understood by considering various scenarios in which it may be desirable to declare a measurement invalid. For many embodiments of the invention, in order for the particle concentration measurement to be reproducible, a sufficient amount of medium must be present in the vicinity of the sensor head. For example, when performing measurements in shake flasks, the fluid level is often only 25% or less of the vessel capacity. Finding a suitable region for measurement on the side of the vessel may therefore be made easier by tilting the flask in the direction of the sensor. However, the operator may be uncertain whether the amount of fluid is sufficient for measurement. If the fluid level is insufficient, then it is highly likely that the amount of fluid in front of one detector will be different from that in front of the second detector. The detectors will then show a discrepancy and the measurement will be declared invalid. In a situation in which one detector is above the fluid level and one is below, the discrepancy between the two detectors will be even greater. As an example, in one embodiment of the invention, the light source is a laser emitting near 1310 nm, which will be strongly attenuated by the medium in a shake flask, but not by the air above the liquid level in the flask. The light above the fluid level will be able reflect off of the vessel walls and return to the detector, so that the detector positioned above the fluid level will collect much higher levels of reflected light than the detector positioned below the fluid level. In other situations, where both detectors are positioned above the level of the media fill level, there is also a low likelihood that a measurement will be considered valid. This is because the unimpeded reflectance of light that is seen by the detectors will be highly dependent and the orientation of the sensor relative to the vessel and the geometry of the interior of the vessel. This is particularly the case for shake flasks which have an inherent tapered shape, which makes the reflectance cavity seen by detectors at two different positions above the liquid level very unlikely to match.
In some embodiments of the invention, the particle concentration in the medium is measured while the vessel is being agitated. In such situations, there may be time periods when there is an insufficient amount of fluid in front of the sensor in order to make an accurate determination of particle concentration, while at other times there is sufficient fluid. In such embodiments, the measurement is collected rapidly enough so that multiple measurements are performed within each agitation cycle. In some embodiments, data collected during time periods when insufficient fluid is present in front of the sensor are excluded during the data processing stage. Methods for determining when sufficient fluid is in front of the sensor have already been described above, and include, for example the use of one or more capacitance sensors and/or optical detectors.
In other embodiments, the sensor is intentionally situated so that as the vessel is agitated, measurements are collected both with no fluid in front of the sensor at certain times, and with substantial amounts of fluid in front of the sensor at other times. The measurements collected in the two time periods are combined during the data processing step. For example, in one such embodiment a ratio is computed of the signal measured with substantial fluid present in front of the sensor (I), to the signal measured when fluid is absent (I0). In some embodiments, the logarithm of this ratio is further computed and related to particle concentration. Some potential advantages of embodiments employing such ratiometric methods include: (1) The sensitivity of the resultant measurement to changes in source irradiance, detector sensitivity, and optical coupling efficiency between the sensor and vessel may be reduced or eliminated, (2) The influence of stationary objects in the optical path may be reduced or compensated for, (3) The sensor may constructed from low-cost parts that are suitable for a low-cost or disposable application.
Verification, Correction, and Calibration of Sensor Performance
In some embodiments of the invention, a material with a stable reflectance is provided for the purpose of checking, and if necessary correcting, the sensor performance. Examples of suitable materials for this purpose are Kynar and Teflon. The expected reading may be stored in instrument memory or written on the standard itself. If the actual sensor reading does not agree with the expected reading, in one embodiment correction factors are applied to the reflectance measurement to bring it back into agreement. These correction factors may then be stored and applied to subsequent readings.
For the purpose of sensor calibration during instrument manufacture at least one or a series of several materials providing a gradation of different reflectance values may be provided. An example of a suitable material for providing such a variable reflectance signal is acrylic with variable amounts of a scattering substance, such as titanium oxide, mixed in prior to polymerization.
Combined Sensor and Barcode Scanner
In some embodiments of the present invention, a barcode scanner is included. Bar codes are provided, such as on adhesive stickers, that can be conveniently situated on vessels, such as shake flasks. The barcode scanner may be provided as a separate portion of the instrument, or may be incorporated into the sensor head used to measure the particle concentration in vessels. The barcode scanning capability provides a convenient way of tracking the concentration measurements made across multiple vessels. So, for example, when the particle concentration measurement is stored in instrument memory, the barcode reading of the vessel is also stored and associated with the particle concentration measurement. In one embodiment, a particle concentration measurement and a barcode reading are performed sequentially, and thereby associated with each other. In one such embodiment, the particle concentration measurement is performed first, and once a successful measurement has been collected, the operator is prompted to position the device over the bar code for reading.
Wireless Data Transmission
In some embodiments of the invention, wireless transmission of data from the sensor to an ancillary or peripheral device is provided. Examples of such ancillary or peripheral devices include a personal computer, handheld communications device, portable memory device, CPLD, microprocessor, and microcomputer. Transfer of data from the sensor to ancillary device may occur automatically each time a successful measurement is completed. Alternatively, data may be transferred in response to a prompt provided by the operator (such as a button on the sensor enclosure that is depressed). Combination of the wireless data transmission and bar code scanning capability provide a particularly convenient method of tracking and storing the particle concentration measurements, in some embodiments of the present invention.
In one embodiment of the invention, wireless data transfer capability is provided as an optional feature that is enabled, for example, by plugging a wireless data transfer device into a USB port on the device. In another embodiment of the invention, a significant amount of the processing of the sensor signal occurs in a device that is peripheral to the sensor, to which the sensor data has been wirelessly transferred. This embodiment may be particularly well suited to applications where the sensor is disposable, such as when used in conjunction with a disposable bioreactor.
PC Software
Although many embodiments of the present invention are primarily used as stand-alone devices, communication with an ancillary device such as a personal computer (PC), will provide useful additional features, in some embodiments. In the schematic shown in
Patch Sensor
In another alternative embodiment of the invention, certain components of the sensor are built into a housing that can be affixed to a vessel, thereafter providing the capability of making multiple measurements without the need for reapplication of the sensor to the vessel. In one such embodiment, a light source and detector are built into an adhesive patch that is applied to a vessel. The construction and example measurements collected with one such embodiment are described in Example 5. Examples of vessels to which such a sensor may be applied include disposable bioreactors, shake flasks, fermentors, bioreactors, and miniature fermentors and bioreactors. In some embodiments a detector pre-amplifier is also included within the patch. In some embodiments this patch is designed to be disposable. The housing is connected through a cable or wireless interface to a controller circuit that processes the detector signals and reports the particle concentration to the operator. In another embodiment the housing contains fiber optical components which relay the light source and/or detector optical signals between the housing and a separate controller.
Multiplexed Sensor
In some embodiments, multiple sensors are interfaced into the same controller circuit, from which measurements from the different sensors may be reported to the operator. An example embodiment for measuring particle concentrations in a 24-well plate 110 is depicted in
In an alternative embodiment, only one fiber optic is used in each well. The source is coupled into the same fiber as is used to collect the scattered light. In some embodiments the polarization of the source and detection arms is crossed so as to discriminate against specular (surface) reflections, in favor of diffuse scattering, emanating from within the medium.
In yet another embodiment, multiple source-detector pairs are used in each well, so as to extend the linear range of the combined sensor response to changes in particle concentration.
In some embodiments, the position of the laser(s) and detector(s) may be interchanged with each other while still maintaining the essential sensor functionality. For example, in the embodiment depicted in
In other embodiments, a radial arrangement of detectors, such as depicted if
In other embodiments, additional lasers and/or detectors are added so that there are source-detector pairs at multiple separation distances. One such embodiment is depicted in
In some embodiments the laser modulation is varied according to the size of the measured reflectance signal detected from the sample. In one such embodiment, the amplitude of the laser modulation (“modulation depth”) is increased until a desired reflectance value has been obtained, or a maximum modulation depth has been reached. In this manner the dynamic range of the measurement may be extended, for example allowing a wider range of particle concentrations to be accurately determined.
In some embodiments an analog band-pass filter is added to the detector amplification electronics, that selectively amplifies signals at the frequency of the laser modulation, while attenuating signals outside of the bandpass range.
In some embodiments the reflectance signal is log-transformed twice and related to a singly log-transformed quantity related to particle concentration, such as optical density. This relation may be a linear transformation, higher order polynomial transformation, or other transformation, such as described above. One advantage of some such embodiments is that the relationship between the twice log-transformed reflectance signal to the singly log-transformed particle concentration is linear over a wide range of particle concentrations. After the linear transformation, the signal is inverse log transformed, in order to be representative of particle concentration.
In some embodiments a measurement of signal stability, such as a standard deviation computed across repeated measurements of the signal, is used as a method of qualifying signals as being sufficiently accurate for further processing into an estimate of particle concentration. In one embodiment, if the standard deviation exceeds a pre-defined threshold, the user is informed that the measurement was too unstable to provide an accurate prediction of particle concentration. Instructions for remedying this fault may also be provided through the user interface.
In many of the embodiments described above, a light source emitting in the vicinity of 1310 nm is described. However, light sources emitting in many other spectral regions will also be suitable in the present invention. The absorbance spectrum of water contains multiple bands in the near infrared spectral region, with generally increasing absorbance peaks with increasing wavelength. The spectral region may be selected according to the desired source-detector separation, with suitable spectral regions generally increasing in wavelength as the source-detector separation is decreased. For example, in applications requiring a source-detector separation in the range of 1-10 cm, the 900-1150 nm spectral region is well suited. Water absorbance in this region ranges between about 0.06 and 1.0 cm−1, corresponding to a range of mean absorbance path lengths from 1 to 16 cm. One advantage of working in this spectral region is that numerous commercial sources are available, and inexpensive low-noise detectors with Silicon active areas may be employed. In another alternative embodiment, a source in the vicinity of 1550 nm is employed. Such sources have been extensively developed within the telecommunications industry. The strong water absorbance in this spectral region (12 cm−1), makes it well suited for short source-detector separations, such as in the mm and sub-mm range, particularly about 1 mm. In a further embodiment of the invention, source-detector pairs at multiple separation distances are employed in the same sensor, with each source wavelength selected so that the mean path length for water absorbance is roughly matched with the separation distance (e.g., within a factor of 10).
In many invention embodiments described herein, the physical separation and orientation between sources and detectors are used to diminish the influence of surface (specular) reflections on the measurement in favor of diffuse reflections from particles within a medium. In other embodiments of the invention, additional or alternative methods are used for reducing the influence of specular reflections. Examples of such methods include: (1) the use of crossed-polarizers, (2) Angling of the source and/or detectors, (3) high frequency (e.g. GHz) modulation and detection, (4) the use of short light pulses and high speed detection, and (5) photo-acoustic measurement, where an acoustic detector is used to detect and depth-resolve a light pulse.
In the description of some embodiments, a laser diode light source is described. However, many other light sources could be substituted for the laser diode without substantially modifying the essential features of the invention including: vertical cavity surface emitting lasers (VCSELs), light emitting diodes (LEDs), resonant cavity light emitting diodes, solid state lasers (e.g. Nd-YAG), and gas lasers (e.g. HeNe).
Using a device such as depicted in
The sensor was mounted to the vessel in a generally vertical orientation (with the long axis of the sensor parallel to the flat surface of the vessel), and the effect of rotating the sensor-vessel angles θ and φ (as defined in
Next, the angles φ and θ were held fixed while varying the orientation angle of the long axis of the sensor relative to flat dimension of the vessel (g as defined in
Next, the angles φ, θ, and γ were held fixed (at zero) while varying the distance between the sensor and vessel, d (as defined in
The effect of varying d was re-measured after replacing the yeast solution in the vessel with water. Assuming that the signal measured on the blank vessel is entirely due to surface reflections, the percent contribution of these reflections to the signal measured on a vessel containing 6.4 g/L yeast was computed and is shown in Table 6. Surface reflections made no significant contribution to the signal when the separation between the sensor and vessel was maintained at 2.0 mm or less. This result shows the effectiveness of the apertures and restricted divergence and acceptance angles of the present invention at preventing contributions of surface reflections to the measured signal, as long as the distance between the sensor and vessel is properly controlled during the measurement.
The effect of vessel type on device measurement accuracy was tested for one embodiment of the present invention. The device and measurement conditions were as described in Example 1, except that the yeast solution was transferred into various different vessel types for measurement, and the sensor-vessel geometry was fixed, as described in Table 1. The vessel types that were tested included 3 different materials; polyethylene terephthalate (PET), polycarbonate (PC), and glass; with vessel wall thicknesses ranging between 1.8 and 3.9 mm. The measurement error was found to be less than or equal to 5% in all cases, as summarized in Table 7.
In order to systematically test the effect of wall thickness on the measurement accuracy, a square glass vessel was constructed with walls having four different thicknesses of glass, ranging from 3.1 to 5.6 mm. By moving the sensor between the four walls of the vessel, the effect of glass thickness was tested. As can be seen in Table 8, no clear relationship was found between wall thickness and measurement error. In all cases the measurement error was less than 5%.
The effect of fluid depth on the reflectance measurement accuracy was tested by placing a PET bottle on its side, measuring reflectance through the bottom side of the vessel, and varying the amount of yeast solution in the container. The solution contained 16 g/L Baker's yeast (Red Star Active Dry Yeast) suspended in 0.9% aqueous NaCl. The sensor was as described in Example 1. The sensor-vessel geometry was restricted as described in Table 1. As shown in Table 9, the fluid depth above the sensor was decreased from 56 to 10 mm with only a 2% change in the reflectance intensity. This example demonstrates one of the advantages conferred by the present invention: by using a light source with emission that is strongly absorbed by the medium, only a shallow depth of fluid (e.g. 1 cm) is needed in order to accurately measure the reflectance intensity.
An example of a transformation of a measured reflectance signal into Optical Density units is next described. The sensor was as described in Example 1. The detector amplification circuit and digital conversion method were also similar to that described in Example 1, except a logarithmic amplifier (Analog Device AD8310) was added between the pre-amplifier and lock-in amplifier. Signals both with (“log signal”) and without (“linear signal”) logarithmic amplification were further amplified, demodulated, and digitized by lock-in amplifiers. Yeast solutions in 0.9% NaCl were prepared over a range of concentrations from 0.0032 to 16 g/L. Yeast concentrations were converted into “OD (600)” by multiplying the yeast concentrations by a factor of 3. This conversion factor was experimentally determined using a laboratory spectrophotometer (Perkin Elmer, model lambda 9), but when tested on some other commercially available spectrophotometers, was found to be somewhat dependent on the particular model of spectrophotometer that was used. When measuring scattering rather than strict absorption, the optical arrangement in a spectrophotometer may affect the extent of measured scattering. Variations in such aspects as the illumination beam or detector acceptance angle between different spectrophotometer models may therefore change the measured OD.
The linear signal, after demodulation and digitization by the lock-in amplifier was offset-subtracted and then log-transformed. The same offset was applied to at all yeast concentrations; and the offset was selected to maximize the linearity between the resultant signal and OD(600). The resultant linear signal is shown overlaid with the log signal in
The construction and example measurements collected with a low-cost adhesive sensor are next described. This type of sensor may be useful for applications where a disposable sensor is desired, such as for use on a disposable bioreactor. The “enclosure” or substrate material for the sensor consisted of 3 layers 80 of 1.8 mm thick double-sided flexible adhesive tape (3M product number 2-0300), with holes punched through 2 of the layers to surround the diameter of the source 81 and detectors 82 (see
The self-adhesive sensor was attached to the side of a 250 mL PET shake flask filled with 0.9% NaCl and in which various concentrations of Baker's yeast were dissolved. Example measurements collected from the D1 detector as a function of OD are graphed in
While the foregoing invention has been described in some detail for purposes of clarity and understanding, it will be clear to one skilled in the art from a reading of this disclosure that various changes in form and detail can be made without departing from the true scope of the invention. For example, many of the techniques and apparatus described above can be used in various combinations and permutations, all of which cannot reasonably be recited individually in this document, but can be understood by one of skill in the art on review of this specification.
All publications, patents, patent applications, and/or other documents cited in this application are incorporated by reference in their entirety for all purposes to the same extent as if each individual publication, patent, patent application, and/or other document were individually indicated to be incorporated by reference for all purposes.
This application claims priority to and benefit of a prior U.S. Provisional Application No. 61/401,887, Optical Sensor for Rapid Determination of Particulate Concentration, by Martin Debreczeny, filed Aug. 20, 2010, and a prior U.S. Provisional Application No. 61/400,580, Optical Sensor for Rapid Determination of Particulate Concentration, by Martin Debreczeny, filed Jul. 30, 2010. The full disclosure of the prior applications are incorporated herein by reference.
| Number | Date | Country | |
|---|---|---|---|
| 61401887 | Aug 2010 | US | |
| 61400580 | Jul 2010 | US |
