NMR SENSOR AND METHODS FOR RAPID, NON-INVASIVE DETERMINATION OF HYDRATION STATE OR VASCULAR VOLUME OF A SUBJECT
20220361765 · 2022-11-17
Inventors
- Michael J. Cima (Winchester, MA)
- Matthew LI (Somerville, MA, US)
- Christophoros C. VASSILIOU (El Cerrito, CA, US)
- Negar TAVASSOLIAN (Hoboken, NJ, US)
- Lina Avancini COLUCCI (Lexington, MA, US)
Cpc classification
G01R33/4608
PHYSICS
G01R33/448
PHYSICS
A61B5/055
HUMAN NECESSITIES
G01R33/50
PHYSICS
A61B5/02
HUMAN NECESSITIES
A61B2560/0431
HUMAN NECESSITIES
International classification
A61B5/055
HUMAN NECESSITIES
A61B5/00
HUMAN NECESSITIES
A61B5/02
HUMAN NECESSITIES
Abstract
The invention features methods for detecting the hydration state or vascular volume of a subject using a device capable of nuclear magnetic resonance (NMR) measurement. The methods involve exposing a portion of a tissue of the subject in vivo to a magnetic field and RF pulse from the device to excite hydrogen nuclei of water within the tissue portion, and measuring a relaxation parameter of the hydrogen nuclei in the tissue portion, the relaxation parameter being a quantitative measure of the hydration state or vascular volume of the subject as a whole. The invention also features devices and computer-readable storage media for performing the methods of the invention.
Claims
1. A method of treating dehydration or overhydration in a subject, the method comprising (a) exposing a tissue portion comprising a lean tissue of the subject in vivo to a substantially homogeneous magnetic field and RF pulse from a nuclear magnetic resonance device to excite hydrogen nuclei of water within the tissue portion comprising an extracellular water compartment, the device comprising (i) one or more permanent magnets arranged in a Halbach array to produce a central region comprising the substantially homogeneous magnetic field, (ii) an RLC circuit, and (iii) a processor; and (b) measuring a T.sub.2 relaxation time of the hydrogen nuclei in the tissue portion using the nuclear magnetic resonance device to produce a signal amplitude for the extracellular water compartment; (c) determining the subject as (i) having dehydration if the signal amplitude is decreased relative to a reference signal amplitude or (ii) having overhydration if the signal amplitude is increased relative to a reference signal amplitude, wherein steps (a), (b), and (c) are non-invasive, and (d) treating dehydration in the subject determined as having dehydration or treating overhydration in the subject determined as having overhydration.
2-4. (canceled)
5. The method of claim 1, wherein said measuring further comprises data deconvolution, single exponential regression analysis, and/or multi-exponential regression analysis.
6-11. (canceled)
12. The method of claim 1, wherein the reference signal amplitude is produced by a reference measurement comprising one or more prior measurements of the T.sub.2 relaxation time of hydrogen nuclei of water in the tissue portion of the subject.
13. The method of claim 1, wherein the reference signal amplitude is produced by a reference measurement comprising one or more measurements of the T.sub.2 relaxation parameter of hydrogen nuclei of water in the tissue portion of a population of reference subjects.
14. (canceled)
15. The method of claim 13, wherein the reference subjects have a known hydration state.
16. The method of claim 15, wherein the known hydration state is euhydration.
17-20. (canceled)
21. The method of claim 1, wherein the steps (a) and (b) are repeated two or more times.
22. The method of claim 1, wherein the subject is selected from the group consisting of an elderly subject, a child, an athlete, a soldier, an aircraft pilot, an air traffic controller, a locomotive engineer, and a crane operator.
23. The method of claim 1, wherein the subject has a disease or condition that increases the risk of having, or results from, hydration imbalance.
24. The method of claim 1, wherein the subject has a disease or condition selected from the group consisting of congestive heart failure (CHF), renal failure, liver cirrhosis, nephrotic syndrome, brain swelling, diabetes, staphylococcal infection, nephrolithiasis, diarrhea, colitis, preferably ulcerative colitis, pyelonephritis, cystic fibrosis, Huntington's disease, rotavirus infection, herpangina, salmonellosis, norovirus infection, pertussis, cryptosporidium infection, cholera, coma, and water intoxication; wherein the subject has, or is suspected of having, congestion or hemodilution; wherein the subject has at least one symptom of congestion selected from the group consisting of dyspnea, orthopnea, exercise intolerance, pathologic S3 or S4 heart sounds, tachycardia, tachypenia, jugular venous distention, peripheral edema, ascites, and increased filling pressures of the heart; or wherein the subject has congestive heart failure, liver failure, renal failure, Cushing's syndrome, or pulmonary congestion.
25-27. (canceled)
28. The method of claim 1, wherein the tissue portion is a peripheral body part.
29. (canceled)
30. The method of claim 1, wherein the method is performed on a tissue volume of at least 0.01 cm.sup.3.
31-32. (canceled)
33. The method of claim 1, wherein the method is performed on a tissue volume of at most 20.0 cm.sup.3.
34-37. (canceled)
38. The method of claim 1, wherein the device is configured to provide a substantially homogeneous magnetic field over said volume.
39-42. (canceled)
43. The method of claim 1, wherein the method is performed in the absence of a contrast agent.
44. The method of claim 1, wherein the method comprises single-voxel spectroscopy (SVS).
45. The method of claim 1, wherein the method comprises multi-voxel spectroscopy.
46. The method of claim 1, wherein the device is configured to be in close proximity to the tissue of the subject.
47-51. (canceled)
52. The method of claim 1, wherein the device is portable.
53-65. (canceled)
66. The method of claim 1, wherein the device is configured to provide a substantially homogeneous magnetic field over a volume of at least 0.05 cm.sup.3.
67. (canceled)
68. The method of claim 1, wherein the device is configured to provide a substantially homogeneous magnetic field over a volume of at most 20.0 cm.sup.3.
69-71. (canceled)
72. The method of claim 1, wherein the device is configured to provide signal-to-noise ratio greater than about 5 from measurement on a tissue volume of at least 0.01 cm.sup.3.
73-74. (canceled)
75. The method of claim 1, wherein the device is configured to provide signal-to-noise ratio greater than about 5 from measurement on a tissue volume of at most 20.0 cm.sup.3.
76-112. (canceled)
113. The method of claim 1, wherein the magnets generate a magnetic field strength that is 0.1 T-0.5 T.
114-120. (canceled)
121. The method of claim 1, wherein the device further comprises a temperature control system.
122-125. (canceled)
126. The method of claim 1, wherein the device further comprises a thermal insulation enclosure.
127-146. (canceled)
147. The method of claim 1, wherein the device further comprises grounding.
148-161. (canceled)
162. The method of claim 1, wherein the step of treating dehydration comprises oral rehydration therapy or fluid replacement therapy.
163. The method of claim 1, wherein the step of treating overhydration comprises administering a diuretic, a beta-blocker, an angiotensin-converting enzyme (ACE) inhibitor, a vasopressin receptor antagonist, or a combination thereof.
164. The method of claim 1, wherein the step of treating overhydration comprises blood ultrafiltration.
165. The method of claim 1, wherein the tissue portion is or is within the subject's calf or leg.
166. The method of claim 5, wherein the measuring comprises multi-exponential regression analysis.
Description
BRIEF DESCRIPTION OF DRAWINGS
[0070]
[0071]
[0072]
[0073]
[0074]
[0075]
[0076]
[0077]
[0078]
[0079]
[0080]
[0081]
[0082]
[0083]
DETAILED DESCRIPTION
[0084] We have discovered methods and developed NMR capable devices for rapid and non-invasive in vivo determination of hydration state or vascular volume that assess water content in a portion of a tissue of the body of a subject. The invention uses NMR-based sensors and methods to assess water content in the body. We have employed (1) signal processing algorithms to analyze overall hydration changes in the biological sample and (2) algorithms to analyze hydration state of different fluid compartments in the biological sample, and have developed an NMR-sensor that assesses intravascular fluid status non-invasively, the data from the device corresponding to invasive, clinically-accepted measures of the same metric. The results described herein demonstrate that NMR relaxivity measurements can be used to determine physiological hydration state of an animal or patient as a whole. Further, rather than determining the ratio of fat to water, we have surprisingly found that the NMR relaxivity measurement itself can be correlated to the hydration state of the animal or patient, and further that measurements in target tissues (for example, peripheral tissues, such as the finger) are diagnostic of the overall hydration state of the subject. In addition, we have found that relaxivity component analysis can be can be used to determine the amount of water in different compartments of a target tissue. These compartments include the intracellular, interstitial, and vascular spaces of the tissue. We also show that, by targeting the measurement of a specific tissue, the signal for one desired compartment can be maximized. For example, we find that NMR relaxivity measurements of a finger can be used to measure the vascular compartment. The vascular volume is a particularly important measure of hydration state, and we have surprisingly found that a simple relaxation parameter associated with a relaxation time measurement (e.g., T.sub.2 measurement) of the finger (or other tissues) correlates with the overall hydration state of a human.
[0085] Also surprisingly, we have found that NMR measurements of a given tissue volume of interest, which is less than the whole body of a subject, include relaxation signal from the vascular space. This is surprising since the MRI literature generally describes the absence of vascular signal in measurements and images unless a contrast agent is used (Bonn et al., Annual Review of Fluid Mechanics, 40, 209-233, 2008). This is the result of two factors: the relatively small voxel being measured and the speed at which blood is flowing. Proton excitations of the water (vasculature) in the voxel of interest produce no signal as the excited material exits the probed region in a time that is faster than the NMR pulse sequence. One can theoretically measure blood by increasing the volume size and decreasing the flow rate. We have surprisingly found that we can detect signal from the vascular space by increasing the measurement volume and by assaying a region in the body that has reduced blood flow (e.g., small vessels in peripheral tissue). The techniques described herein can be used to assess hydration state and/or vascular volume of the whole subject using, e.g., a tissue volume of less than about 20 cm.sup.3, such as about 3.3 cm.sup.3.
[0086] Vascularization varies with different anatomic locations and tissues of the body. While not limiting the invention to any one tissue, the finger has obvious advantages. The finger contains dense capillary beds with relatively small amounts of muscle mass (see, e.g.,
[0087] A compartment is an anatomical feature or a combination of anatomical features, to which a single peak within a multiexponential distribution in time domain is attributed. There exist several reasons for .sup.1H NMR compartmentalization (multi-exponentiality) in physiologic systems. Intrinsic material properties govern NMR properties for a given tissue. These material properties reflect the numerous states and interactions of hydrogen atoms within a given sample/tissue. Such states and interactions include: physically and chemically bound versus free proton states, paramagnetic effects, and proton mobility within and outside of the sample. The differences in NMR parameters between tissues as well as multi-exponentiality within a tissue type are reflective of these variables. Most typically, a compartment is that anatomical feature or combination of features where water hydrogen nuclei can migrate at a rate more rapid than the time scale of the NMR measurement. Such water hydrogen nuclei in such a compartment will all appear to have the same relaxivity.
[0088] The measured voxel will typically contain several such compartments. Each compartment has its own NMR relaxivity. Thus, the NMR parameters measured from the entire voxel are a superposition of all those compartments contained in the measurement voxel.
[0089] Further reasons for compartmentalization exist from the NMR hardware and pulse sequence parameters. Signal to noise ratio (SNR) is highly hardware dependent and reflects signal fidelity—the higher the better. If the SNR is insufficient, resolution of anatomical features that are near the noise floor into separate compartments becomes challenging. The pulse sequence also plays a role in separating anatomical features into separate compartments. If the time for interaction and exchange of hydrogen between two or more anatomical features is less than that of the applied pulse length and echo time, the anatomical features will not be discernible and appear as a single compartment. For additional discussion of multi-exponential T.sub.2 relaxation, see Bertram et al., J. Agric. Food. Chem., 49:3092-3100, 2001, and Kamman et al., Magn. Reson. Imaging, 5:381-392, 1987.
[0090] Compartmentalization is observed in the NMR data after processing the data into a relaxogram by various deconvolution methods, including an inverse laplace transform (ILT) or non-negative least squares (NNLS) fitting. The relaxation parameters may refer to the amplitudes of, width of, or area under, the peaks of the relaxogram. Furthermore, relaxation parameter may refer to the ratio of amplitudes (i.e. peak heights) or relaxation times between various compartments. Compartments are identified either by a deconvolution method (i.e. generation of a relaxogram) or by multi-exponential fitting methods.
[0091] Methods of the Invention Our technology relies on the discovery that nuclear magnetic resonance (NMR)-relaxivity measurements can be directly correlated with an individual's hydration state and water compartment volume (e.g., vascular volume). NMR is a physical phenomenon in which nuclei of interest are exposed to and interact with applied magnetic fields. The time required for the nuclei to return to equilibrium, after perturbation, is known as the relaxation time and can be broken down into spin-lattice (T.sub.1) and spin-spin relaxation (T.sub.2) measurements. The state of the nuclei of interest, ranging from a molecular conformation to mobility within a larger aggregate sample, governs T.sub.1 and T.sub.2 relaxation times. T.sub.1 and T.sub.2 relaxation times may be measured using NMR experiments and pulse sequences known in the art, e.g., inversion recovery experiment, Carr-Purcell-Meiboom-Gill (CPMG) pulse sequence, Hahn echo decay experiment, pulse field gradient (PFG) sequences, and free induction decay experiment.
[0092] We are specifically interested in .sup.1H NMR, which detects the relaxivity of hydrogen (in all states). Given that water (H.sub.2O) is two-thirds hydrogen, .sup.1H NMR is well positioned to detect physiologic water changes.
[0093] Thus, although water is being measured on a broad scale, water location in various tissues and within different compartments within a tissue will yield differences in measured relaxation rates and signal intensities.
[0094] The present invention provides methods for non-invasively determining a hydration state or a vascular volume of a subject (e.g., an animal, such as a human) using a device capable of nuclear magnetic resonance (NMR) measurement. The method involves exposing a portion of a tissue of the subject in vivo to a magnetic field and RF pulse from the device to excite hydrogen nuclei of water within the tissue portion, and measuring a relaxation parameter of the hydrogen nuclei in the tissue portion, the relaxation parameter being a quantitative measure of the hydration state of the subject. The relaxation parameter may be a relaxation time (e.g., T.sub.2 relaxation time, T.sub.1 relaxation time, a T.sub.1rho relaxation time, or T.sub.2* relaxation time), a signal intensity (e.g., a height or a width (e.g., FWHM) of a peak corresponding to hydrogen nuclei of water, e.g., in relaxation time domain), or an area under a peak (e.g., a peak corresponding to hydrogen nuclei of water, e.g., in relaxation time domain). We have found that relaxation parameter analysis can be used to determine the amount of water in different compartments of a target tissue. These compartments include the intracellular, extracellular, interstitial, and vascular spaces of the tissue. Thus, the hydration state of an intracellular, interstitial, extracellular, or vascular space of the tissue portion can be measured; preferably, the hydration state of the vascular space is measured; more preferably, the hydration state of the vascular space of a subject having congestive heart failure is measured. The tissue portion may have a reduced blood flow relative to other tissues in the subject. The tissue portion may be a peripheral body part, e.g., a finger, an ear, a nose, a cheek, a toe, a foot, a calf, a hand, a wrist, a leg, or an arm (e.g., a forearm). Preferably, the tissue portion is a finger, an ear, a cheek, or a toe. More preferably, the tissue portion is a finger, even more preferably the tissue portion is a finger tip (see, e.g.,
[0095] The methods of the invention can be performed on a tissue portion of a subject once or repeated two or more times. The methods of the invention can be performed on a tissue portion of a subject two or more times over a period of time (e.g., months, weeks, days, hours, minutes, or seconds), as necessary to obtain comparative measurements that can be used to detect, e.g., increases or decreases in the relaxation parameter of hydrogen nuclei, which correlate to increases or decreases in water content, respectively. These increases or decreases can be used to assess whether a subject is euhydrated, dehydrated, or overhydrated.
[0096] The methods of the invention can be performed on a tissue volume of at least about 0.01 cm.sup.3 (e.g., at least about 0.05 cm.sup.3, at least about 0.1 cm.sup.3, at least about 0.5 cm.sup.3, or at least about 1.0 cm.sup.3). The methods of the invention can be performed on a tissue portion that is less than the whole of a subject, but that may include a tissue volume of at most about 70,000 cm.sup.3 (e.g., at most about 1,000.0 cm.sup.3, at most about 20.0 cm.sup.3, at most about 10.0 cm.sup.3, or at most about 5.0 cm.sup.3). The methods of the invention may be performed on a tissue portion that is less than the whole of a subject, but that may include a tissue volume within a range of about 0.01 cm.sup.3 to about 70,000 cm.sup.3, about 0.05 cm.sup.3 to about 70,000 cm.sup.3, preferably about 0.1 cm.sup.3 to about 70,000 cm.sup.3, more preferably about 0.5 cm.sup.3 to about 70,000 cm.sup.3, and most preferably 1.0 cm.sup.3 to about 70,000 cm.sup.3. The methods of the invention may be performed on a tissue volume within a range of about 0.01 cm.sup.3 to about 20.0 cm.sup.3, about 0.05 cm.sup.3 to about 20.0 cm.sup.3, preferably about 0.1 cm.sup.3 to about 20.0 cm.sup.3, more preferably about 0.5 cm.sup.3 to about 20.0 cm.sup.3, and most preferably 1.0 cm.sup.3 to about 20.0 cm.sup.3. The methods of the invention may be performed on a tissue volume within a range of about 0.01 cm.sup.3 to about 10.0 cm.sup.3, about 0.05 cm.sup.3 to about 10.0 cm.sup.3, preferably about 0.1 cm.sup.3 to about 10.0 cm.sup.3, more preferably about 0.5 cm.sup.3 to about 10.0 cm.sup.3, and most preferably about 1.0 cm.sup.3 to about 10.0 cm.sup.3. The methods of the invention may be performed on a tissue volume within a range of about 0.01 cm.sup.3 to about 5.0 cm.sup.3, about 0.05 cm.sup.3 to about 5.0 cm.sup.3, preferably about 0.1 cm.sup.3 to about 5.0 cm.sup.3, more preferably about 0.5 cm.sup.3 to about 5.0 cm.sup.3, and most preferably about 1.0 cm.sup.3 to about 5.0 cm.sup.3. The methods of the invention may be performed on a tissue volume within a range of about 0.01 cm.sup.3 to about 1.0 cm.sup.3, about 0.05 cm.sup.3 to about 1.0 cm.sup.3, about 1.0 cm.sup.3 to about 5.0 cm.sup.3, 2.0 cm.sup.3 to about 5.0 cm.sup.3, about 2.0 cm.sup.3 to about 4.0 cm.sup.3, about 5.0 cm.sup.3 to about 10.0 cm.sup.3, about 10.0 cm.sup.3 to about 20.0 cm.sup.3, or about 20.0 cm.sup.3 to about 1,000.0 cm.sup.3. The methods of the invention can be performed on a tissue volume of about 3.0 cm.sup.3, such as 3.3 cm.sup.3.
[0097] The methods of invention may include the use of single-voxel spectroscopy (SVS). In such measurements, the entire tissue volume on which the method of the invention is performed is used as a single voxel. Multiple single-voxel measurements may be obtained and used in the methods of the invention to assess hydration state and/or vascular volume of a subject. Alternatively, multi-voxel spectroscopy can be used, in which the tissue volume is divided into multiple voxels.
[0098] According to the methods of the invention, the measured signal is a relaxation decay curve. The decay curve may provide a relaxation parameter, such as a T.sub.2 relaxation time, a T.sub.1rho relaxation time, a T.sub.2* relaxation time, or a T.sub.1 relaxation time. The relaxation parameter may be a measure of signal intensity, such as a height or a width of a peak of a relaxation signal (e.g., FWHM). Alternatively, the relaxation parameter may be a measure of an area under a peak of a relaxation signal. This measured signal may be analyzed using an analytical method that includes, e.g., one or more of data deconvolution, single exponential regression analysis, and/or multi-exponential regression analysis. Preferably, the analytical method is data deconvolution or multi-exponential regression analysis. Data deconvolution can be performed using methods known in the art, e.g., Inverse Laplace Transform (ILT) or Non-negative Least Squares (NNLS) fitting.
[0099] The methods of the invention provide for the use of a device that is configured to be in close proximity to the tissue of the subject when used to assess hydration state or vascular volume. For example, a point on the surface of the device may be within about 20 cm (e.g., about 10 cm, about 5 cm, about 2 cm, about 1 cm, or about 0.5 cm) of the closest point on the surface of the tissue portion on which the measurement is being performed. A point on the surface of the device may be substantially in contact with the closest point on the surface of the tissue portion on which the measurement is being performed. Alternatively, a first point on the surface of the device may be within about 20 cm (e.g., about 10 cm, about 5 cm, about 2 cm, about 1 cm, or about 0.5 cm) of a second point on the surface of a tissue portion on which the measurement is being performed, such that the two points are the most proximal points between the device and the tissue portion on which the measurement is being performed. Further, a third point on a surface of the tissue portion opposing the first point may be within about 20 cm (e.g., about 10 cm, about 5 cm, about 2 cm, about 1 cm, or about 0.5 cm) of a fourth point on the surface of a device, such that the third and fourth points are the most proximal points between the device and the tissue portion on which the measurement is being performed. In certain examples, these requirements are met under the condition that none of the straight lines connecting the first and second points and the third and fourth points traverse the body of the device or the tissue portion on which the measurement is being performed. According to the methods of the invention, the device can be portable (e.g., hand-held, wearable, or even attached to the tissue portion). The device may also be a bench-top device (e.g., a portable bench-top device).
[0100] The hydration state or a vascular volume of a tissue of a subject can be determined according to the methods of the invention using a device that is configured to provide a substantially homogeneous magnetic field over a volume of at least about 0.01 cm.sup.3 (e.g., at least about 0.05 cm.sup.3, at least about 0.1 cm.sup.3, at least about 0.5 cm.sup.3, or at least about 1.0 cm.sup.3). According to the methods of the invention, the hydration state or a vascular volume of a tissue of a subject can be determined using a device that is configured to provide a substantially homogeneous magnetic field over a volume of at most about 70,000 cm.sup.3 (e.g., at most about 1,000.0 cm.sup.3, at most about 20.0 cm.sup.3, at most about 10.0 cm.sup.3, or at most about 5.0 cm.sup.3). According to the methods of the invention, the device may be configured to provide a substantially homogeneous magnetic field over a volume within a range between about 0.01 cm.sup.3 and about 70,000 cm.sup.3, preferably between about 0.05 cm.sup.3 and about 70,000 cm.sup.3, preferably between about 0.1 cm.sup.3 and about 70,000 cm.sup.3, preferably between about 0.5 cm.sup.3 and about 70,000 cm.sup.3, or preferably between about 1.0 and 70,000 cm.sup.3. According to the methods of the invention, the device may be configured to provide a substantially homogeneous magnetic field over a volume within a range between about 0.01 cm.sup.3 and about 1,000 cm.sup.3, preferably between about 0.05 cm.sup.3 and about 1,000 cm.sup.3, preferably between about 0.1 cm.sup.3 and about 1,000 cm.sup.3, preferably between about 0.5 cm.sup.3 and about 1,000 cm.sup.3, or preferably between about 1.0 and about 1,000 cm.sup.3. According to the methods of the invention, the device may be configured to provide a substantially homogeneous magnetic field over a volume within a range between about 0.01 cm.sup.3 and about 20.0 cm.sup.3, about 0.05 cm.sup.3 and about 20.0 cm.sup.3, preferably between about 0.1 cm.sup.3 and about 20.0 cm.sup.3, preferably between about 0.5 cm.sup.3 and about 20.0 cm.sup.3, or preferably between about 1.0 cm.sup.3 and about 20.0 cm.sup.3. According to the methods of the invention, the device may be configured to provide a substantially homogeneous magnetic field over a volume within a range between about 0.01 cm.sup.3 and about 10.0 cm.sup.3, about 0.05 cm.sup.3 and about 10.0 cm.sup.3, preferably between about 0.1 cm.sup.3 and about 10.0 cm.sup.3, preferably between about 0.5 cm.sup.3 and about 10.0 cm.sup.3, or preferably between about 1.0 cm.sup.3 and about 10.0 cm.sup.3. According to the methods of the invention, the device may be configured to provide a substantially homogeneous magnetic field over a volume within a range between about 0.01 cm.sup.3 and about 5.0 cm.sup.3, about 0.05 cm.sup.3 and about 5.0 cm.sup.3, preferably between about 0.1 cm.sup.3 and about 5.0 cm.sup.3, preferably between about 0.5 cm.sup.3 and about 5.0 cm.sup.3, or preferably between about 1.0 cm.sup.3 and about 5.0 cm.sup.3. According to the methods of the invention, the device may be configured to provide a substantially homogeneous magnetic field over a volume within a range between about 0.01 cm.sup.3 and about 1.0 cm.sup.3, about 0.05 cm.sup.3 and about 1.0 cm.sup.3, 1.0 cm.sup.3 and about 5.0 cm.sup.3, about 2.0 cm.sup.3 and about 5.0 cm.sup.3, about 2.0 cm.sup.3 and about 4.0 cm.sup.3, about 5.0 cm.sup.3 and about 10.0 cm.sup.3, about 10.0 cm.sup.3 and about 20.0 cm.sup.3, or about 20.0 cm.sup.3 and about 1,000.0 cm.sup.3. According to the methods of the invention, the hydration state or a vascular volume of a tissue of a subject can be determined using a device that is configured to provide a substantially homogeneous magnetic field over a volume of about 3.0 cm.sup.3, such as 3.3 cm.sup.3. The device may be configured to provide a substantially homogeneous magnetic field over a tissue volume on which a measurement according to the methods of the invention is performed.
[0101] According to the methods of the invention, the hydration state or a vascular volume of a tissue of a subject can be determined using a device that is configured to provide a signal-to-noise ratio of greater than about 5 (e.g., preferably greater than about 10, more preferably greater than about 20, even more preferably greater than about 50 (e.g., between about 50 and about 60, such as 53), or even more preferably greater than about 100) from a measurement over a volume of at least about 0.01 cm.sup.3 (e.g., at least about 0.05 cm.sup.3, at least about 0.1 cm.sup.3, at least about 0.5 cm.sup.3, or at least about 1.0 cm.sup.3). According to the methods of the invention, the hydration state or a vascular volume of a tissue of a subject can be determined using a device that is configured to provide a signal-to-noise ratio of greater than about 5 (e.g., preferably greater than about 10, more preferably greater than about 20, even more preferably greater than about 50 (e.g., between about 50 and about 60, such as 53), or even more preferably greater than about 100) from a measurement over a volume of at most about 70,000 cm.sup.3 (e.g., at most about 20.0 cm.sup.3, at most about 10.0 cm.sup.3, at most about 5.0 cm.sup.3). According to the methods of the invention, the hydration state or a vascular volume of a tissue of a subject can be determined using a device that is configured to provide a signal-to-noise ratio of greater than about 5 (e.g., preferably greater than about 10, more preferably greater than about 20, even more preferably greater than about 50 (e.g., between about 50 and about 60, such as 53), or even more preferably greater than about 100) from a measurement over a volume of about 3.0 cm.sup.3, such as 3.3 cm.sup.3. The device may be configured to provide a signal-to-noise ratio of greater than about 5 (e.g., preferably greater than about 10, more preferably greater than about 20, even more preferably greater than about 50 (e.g., between about 50 and about 60, such as 53), or even more preferably greater than about 100) from a measurement over a tissue volume on which a measurement according to the methods of the invention is performed.
[0102] According to the methods of the invention, the hydration state of a subject can be determined by obtaining one or more relaxation parameter measurements and comparing the measured relaxation parameter to a reference measurement. The reference measurement can be one or more earlier measurements on the tissue portion (e.g., substantially the same tissue portion) of the subject, or can be a measurement on a tissue portion of a population of subjects having a known hydration state (e.g., euhydration, hyponatremia, or hypernatremia). When the relaxation parameter is a relaxation time, an increase in relaxation time relative to the reference measurement indicates an increased hydration level of the subject. Alternatively, a decreased relaxation time relative to the reference measurement indicates a decreased hydration level of the subject. When the relaxation parameter is a measure of the intensity of the peak (e.g., height of the peak and/or width of the peak) of a relaxation signal, an increase in peak intensity relative to the reference measurement indicates an increased hydration level of the subject (e.g., an overhydration relative to prior euhydration or an overhydration relative to euhydration state of a population of reference subjects), and a decrease in peak intensity relative to the reference measurement indicates a decreased hydration level of the subject (e.g., a dehydration relative to prior euhydration or a dehydration relative to euhydration state of a population of reference subjects). When the relaxation parameter is a measure of the area under the peak of a relaxation signal, an increase in peak area relative to the reference measurement indicates an increased hydration level of the subject (e.g., an overhydration relative to prior euhydration or a dehydration relative to euhydration state of a population of reference subjects), and a decrease in peak area relative to the reference measurement indicates a decreased hydration level of the subject (e.g., a dehydration relative to prior euhydration or a dehydration relative to euhydration state of a population of reference subjects).
[0103] A reference hydration state of a subject may also be established using other methods known in the art, e.g., plasma osmolality measurements, urine osmolality measurements, urine specific gravity measurements, total body water measurements, or combinations thereof. Once a reference baseline for a subject indicative of the hydration state of the subject (e.g., dehydration, euhydration, or overhydration) is established, methods of the invention may then be used for rapid and non-invasive assessment of changes in the hydration state of the subject over time. For examples of methods for assessment of a hydration state see Kenefick et al., (Wilderness Medicine Textbook, Chapter 70, pp. 71-82 and pp. e70-1-e 70-4, 2012; this reference is incorporated herein in its entirety by reference).
[0104] The methods of the invention also include assessing the state of the vascular volume of a subject as a whole by measuring the vascular volume, or changes in vascular volume, in a portion of a tissue of the subject (i.e., less than the whole subject). The vascular volume of a tissue portion of a subject can be determined by obtaining one or more relaxation parameter measurements and comparing a measured relaxation parameter to a reference measurement. The reference measurement can be one or more earlier measurements on the tissue portion (e.g., substantially the same tissue portion) of the subject, or can be a measurement on a tissue portion of a population of subjects having a known vascular volume. When the relaxation parameter is a relaxation time, an increase in relaxation time relative to the reference measurement indicates an increased vascular volume of the subject, and a decreased relaxation time relative to the reference measurement indicates a decreased vascular volume of the subject. When the relaxation parameter is a measure of the intensity of the peak (e.g., height of the peak and/or width of the peak) of a relaxation signal, an increase in peak intensity relative to the reference measurement indicates an increased vascular volume of the subject, and a decrease in peak intensity relative to the reference measurement indicates a decreased vascular volume of the subject. When the relaxation parameter is a measure of the area under the peak of a relaxation signal, an increase in peak area relative to the reference measurement indicates an increased vascular volume of the subject, and a decrease in peak area relative to the reference measurement indicates a decreased vascular volume of the subject.
[0105] The methods of the invention can be used to determine whether a subject (e.g., a human) has or is at risk of having a hydration imbalance by assessing the hydration state and/or vascular volume of the subject. A subject may be an elderly subject, a child, an athlete, military personnel (e.g., a soldier), an aircraft pilot, an air traffic controller, a locomotive engineer, or a crane operator. A subject may have a disease or condition that increases the risk of having or results from a hydration imbalance. Such diseases or conditions may be, e.g., congestive heart failure (CHF), renal failure, liver cirrhosis, nephrotic syndrome, brain swelling, diabetes, staphylococcal infection, nephrolithiasis, diarrhea, colitis, preferably ulcerative colitis, pyelonephritis, cystic fibrosis, Huntington's disease, rotavirus infection, herpangina, salmonellosis, norovirus infection, pertussis, cryptosporidium infection, cholera, coma, or water intoxication. The hydration imbalance that may be detected using the methods of the invention can be hyponatremia or hypernatremia. Other hydration imbalances, such as hypokalemia or hyperkalemia, can be detected using the methods of the invention. The detection of changes in the hydration state or vascular volume of the subject (e.g., a decrease in water content indicative of dehydration or an increase in water content indicative of water intoxication) may indicate the need for therapeutic intervention (described in detail below).
[0106] The methods of the invention can be performed using a device that includes (a) one or more magnets, (b) an RLC circuit, and (c) a processor, where the processor is capable of (i) determining a relaxation parameter of the hydrogen nuclei and (ii) comparing the determined relaxation parameter to a reference value of the parameter in order to assess the hydration state or vascular volume of a subject.
[0107] The methods of the invention can be performed using a device that includes a processor capable of analyzing data from single-voxel spectroscopy (SVS) or multi-voxel spectroscopy. Multi-voxel spectroscopy may utilize two or more voxels of the same or different volume. According to the methods of the present invention, the processor may compare several single-voxel measurements to assess changes between measurements that can be used to indicate the hydration state and/or vascular volume of the subject, e.g., an increase in relaxation time between two or more SVS measurements indicates an increased vascular volume and/or rehydration of the subject, whereas a decrease indicates a decrease in vascular volume and/or dehydration of the subject. The processor may instead compare several multi-voxel measurements to assess changes between measurements that can be used to indicate the hydration state and/or vascular volume of the subject, e.g., an increase in relaxation time between two or more multi-voxel measurements indicates an increased vascular volume and/or rehydration of the subject, whereas a decrease indicates a decrease in vascular volume and/or dehydration of the subject. Alternatively, the processor may compare a combination of single-voxel and multi-voxel measurements to assess changes between measurements that can be used to indicate the hydration state and/or vascular volume of the subject.
[0108] The methods of the invention described herein can be performed on a subject to determine the changes in the hydration state or vascular volume of the subject over time. For example, the measurements described herein can be performed on the subject two or more times over a period of 1 or more hours (e.g., days, weeks, or months).
[0109] As a non-limiting example, the methods of the invention may include determining and maintaining hydration state of subject, such as a subject suffering from, or suspected of having, congestion. In this example, the subject wears the device of the invention, e.g., affixed to the finger tip. The device performs measurements one or more times over a period of time (e.g., one or more times every 30 minutes) according to the methods of the invention. The device includes a sensor (e.g., an RLC circuit) that detects relaxation parameter data and sends the data to a processor (e.g., a processor in a computer containing a computer readable storage medium), which receives and processes the data. The processor can then convert the data into a measure of the hydration state of the subject. The device outputs the state of the hydration state to the subject or medical personnel in a signal (e.g., in a visual, auditory, tactile (e.g., vibratory), or other signal) that notifies the subject or medical personnel of their state. If the device indicates that subject is dehydrated, the subject can then take appropriate actions to rehydrate or medical personnel can take appropriate actions to rehydrate the subject, e.g., as described herein.
[0110] The methods of the invention can be used to determine a volume of any water compartment, such as an intracellular, an interstitial, or an extracellular compartment. Thus, methods of the invention directed to determining a vascular volume may also be used to determine an intracellular volume, an interstitial volume, or an extracellular volume of a water compartment other than a vascular volume.
[0111] Certain individual parameters may be used in the methods of the invention to adjust the measured data for the purposes of data homogenization across populations of subjects. Such parameters can include a finger size, body mass index (height and weight), finger temperature, or gender, or a combination thereof. Several of these parameters can affect NMR measurements for the following reasons: 1) NMR signal amplitude correlates with the amount and proton density of sample being measured, thus, finger size, gender, and BMI have the potential to influence this, 2) physical effects of temperature on the finger can cause vasodilation or contraction which can conceivably effect the NMR signal, and 3) variation in sample temperature has the potential to affect the relaxation time. The NMR measurement output, e.g., signal amplitude, can be normalized by dividing the output value by the parameter or a combination of the parameters, provided that the parameter(s) influence the NMR measurement.
[0112] The methods of the invention may also be used to measure physiological parameters (e.g., blood parameters) other than hydration state or vascular volume. For example, the methods of the invention may be used to identify a subject as suffering from hemodilution or to determine the hematocrit concentration, or blood oxygenation. In the methods of determining hematocrit concentration or blood oxygenation levels, the decrease in the relaxation parameter (e.g., T.sub.1 relaxation time or T.sub.2 relaxation time) relative to the reference measurement would be indicative of an increase in the hematocrit concentration or a decrease in blood oxygenation. In the methods of identifying a subject as suffering from hemodilution, an increase in relaxation parameter (e.g., T.sub.1 relaxation time or T.sub.2 relaxation time) relative to the reference measurement would be indicative of the hemodilution.
[0113] The methods of the invention can be performed using any of the exemplary devices of the invention described in detail below.
Methods of Treatment
[0114] The methods of the invention may also include treating a subject in need thereof once the need has been detected following performance of the diagnostic methods of the invention, as discussed above. The methods for determining hydration state and/or vascular volume of a subject, discussed above, can be performed one or more times, as needed, to assess the hydration state (euhydration, dehydration, or water intoxication) of a subject or their vascular volume. Once a hydration imbalance has been detected, the methods of the invention may further include treating the subject if the subject is identified as having a hydration imbalance.
[0115] A subject determined to be dehydrated may be treated to control the route by which fluids are lost, e.g., by administering medication or changing an environment to reduce diarrhea, vomiting, or transcutaneous losses. Alternatively or in combination with the aforementioned therapy, the subject may treated by oral rehydration therapy or fluid replacement by, e.g., intravenous or subcutaneous therapy. Oral rehydration therapy may include administering an aqueous solution orally (e.g., water or water containing electrolytes). Oral rehydration therapy (ORT) is 95% effective in cases of mild to moderate dehydration and can be easily performed outside the hospital. It is used with individuals who are able to drink and do not have significant mental or physical compromise. ORT is less invasive, less expensive, and associated with less morbidity than other rehydration methods. For a discussion of oral rehydration therapy, see N.G.C. (n.d.), “Oral Rehydration Therapy (ORT) in Children,” Agency for Healthcare Research and Quality (AHRQ), Rockville Md., at http://www.guideline.gov/content.aspx?id-38900; and Thomas et al., J. Am. Med. Dir. Assoc., 9:292-301, 2008. Fluid replacement therapy includes administering an aqueous solution intravenously or subcutaneously (e.g., saline). Subcutaneous infusions do not require hospitalization and are suitable for home care since minimal training is required for safely starting and maintaining the infusion. The most common adverse effect is mild subcutaneous edema. Approximately 3 L can be delivered in a 24-hour period at two separate infusion sites (Sasson and Shvartzman, Hypodermoclysis, 8-10, 2001). Intravenous (IV) fluid replacement is the standard of care in cases of severe dehydration. It typically requires hospitalization and trained medical personnel to start and maintain the infusion. IV therapy allows greater volumes of fluid to be delivered as well as faster uptake than any other method. Improper monitoring of IV fluid therapy can lead to fluid overload, however, which may be life threatening (Thomas et al., J. Am. Med. Dir. Assoc., 9:292-301, 2008).
[0116] A subject determined to be overhydrated (e.g., suffering from congestion) may be treated by administering a diuretic (e.g., thiazide or mannitol), a beta-blocker, an angiotensin-converting enzyme (ACE) inhibitor (e.g., captopril), or a vasopressin receptor antagonist (e.g., conivaptan, lixivaptan, or satavaptan), or a combination thereof. The therapies are life-saving but have undesired side effects that lead to increased morbidity and mortality. Thus, early management of overhydration, in particular, congestion, would allow for the use of lower doses of medication (De Luca et al., Reviews in Cardiovascular Medicine, 7:69-74, 2006). Current approach to dosing is conservative introduction of medication with subsequent adjustment based on symptoms (Davies et al., Management: diuretics, ACE inhibitors, and nitrates, 320:3-6, 2000). Another treatment of overhydration (e.g., congestion) may be ultrafiltration, which involves the mechanical removal of fluid from the blood stream. This method requires volume status assessment; however, current methods for volume status assessment including biochemical markers, bioimpedance, and blood volume monitoring are incapable of accurately guiding ultrafiltration. The frequently used approach for dosing ultrafiltration therapy is to estimate fluid excess by comparing the patient's current weight with their baseline weight and remove at least 50-60% of that weight without causing hemodynamic instability or worsening renal function (see, e.g., Costanzo and Jessup, Heart Failure Reviews, 17:313-24, 2012). A limitation of this approach is that it requires knowing the patient's baseline weight, which is often unavailable. Accordingly, the methods of the invention can be used for dosing ultrafiltration, e.g., by assessing the hydration state of a subject multiple times during the course of the procedure.
[0117] Administration of an appropriate therapy to the subject may be triggered automatically by connecting any of the described devices of the invention to a computer which is also connected to a device that is capable of dispensing the above-described therapies or any other appropriate treatment and that dispenses the therapy when the need is indicated. Alternatively, administration of an appropriate therapy may include self-administration or administration by qualified medical personnel.
[0118] The subject undergoing treatment for hydration imbalance may be monitored using the methods described herein to prevent overdosing the treatment. The rate of measurements included in the methods of the invention allows quick monitoring of the subject and provides sufficient time for a response (e.g., adjustment of the treatment) to the changes in the hydration state of the subject.
Devices of the Invention
[0119] The present invention provides devices configured for measurement of a relaxation parameter of hydrogen nuclei of water in a tissue portion of a subject for assessing a hydration state or a vascular volume of the subject.
[0120] The device of the invention may be configured for measurement of a hydration state of a subject using nuclear magnetic resonance (NMR) by performing an NMR measurement of a signal corresponding to a relaxation parameter of hydrogen nuclei in water in a tissue portion of the subject. The device may include: (a) one or more magnets, (b) an RLC circuit, and (c) a processor. The device may be configured to provide a substantially homogeneous magnetic field over a tissue volume of at least about 0.01 cm.sup.3 (e.g., a substantially homogeneous magnetic field over a tissue volume in the range of about 0.01 cm.sup.3 to about 70,000 cm.sup.3, and points therebetween).
[0121] The device of the invention may be configured for measurement of a vascular volume of a subject using nuclear magnetic resonance (NMR) by performing an NMR measurement of a signal corresponding to a relaxation parameter of hydrogen nuclei in water in a tissue portion of the subject. The device may include: (a) one or more magnets, (b) an RLC circuit, and (c) a processor. The device may be configured to provide a substantially homogeneous magnetic field over a volume of at least about 0.01 cm.sup.3 (e.g., a substantially homogeneous magnetic field over a tissue volume in the range of about 0.01 cm.sup.3 to about 70,000 cm.sup.3, and points therebetween).
[0122] The device of the invention may be configured for measurement of a hydration state or a vascular volume of a subject using nuclear magnetic resonance (NMR) by performing n NMR measurement of a signal corresponding to a relaxation parameter of hydrogen nuclei in water in a tissue portion of the subject. The device may include: (a) an RLC circuit and (b) a processor, and may utilize the magnetic field of the Earth for NMR measurements.
[0123] The relaxation parameter may be a relaxation time (e.g., T.sub.2 relaxation time, T.sub.1 relaxation time, a T.sub.1rho relaxation time, or T.sub.2* relaxation time), a signal intensity (e.g., a measure of peak height and/or width of a relaxation signal from hydrogen nuclei (e.g., hydrogen nuclei of water), e.g., in relaxation time domain), or an area under a peak (e.g., a measure of the area under a peak of a relaxation signal from hydrogen nuclei (e.g., hydrogen nuclei of water), e.g., in relaxation time domain). Relaxation time is measured using NMR. The device is capable of performing an NMR measurement of relaxation time using e.g., T.sub.2 relaxation time, T.sub.2* relaxation time, a T.sub.1rho relaxation time, or T.sub.1 relaxation time. The device may include one or more magnets, an RLC circuit, and a processor. The device may be configured to provide a substantially homogeneous magnetic field over a tissue volume of at least about 0.01 cm.sup.3 (e.g., at least about 0.05 cm.sup.3, at least about 0.1 cm.sup.3, at least about 0.5 cm.sup.3, or at least about 1.0 cm.sup.3). The device may be configured to provide a substantially homogeneous magnetic field over a tissue volume of at most about 20.0 cm.sup.3 (e.g., at most about 10.0 cm.sup.3, or at most about 5.0 cm.sup.3). The device may be configured to provide a substantially homogeneous magnetic field over a tissue volume within a range between about 0.01 cm.sup.3 and about 20.0 cm.sup.3, preferably between about 0.05 cm.sup.3 and about 20.0 cm.sup.3, preferably between about 0.1 cm.sup.3 and about 20.0 cm.sup.3, preferably between about 0.5 cm.sup.3 and about 20.0 cm.sup.3, or even preferably between about 1.0 cm.sup.3 and about 20.0 cm.sup.3. The device may be configured to provide a substantially homogeneous magnetic field over a tissue volume within a range between about 0.01 cm.sup.3 and about 10.0 cm.sup.3, preferably between about 0.05 cm.sup.3 and about 10.0 cm.sup.3, preferably between about 0.1 cm.sup.3 and about 10.0 cm.sup.3, preferably between about 0.5 cm.sup.3 and about 10.0 cm.sup.3, or preferably between about 1.0 cm.sup.3 and about 10.0 cm.sup.3. The device may be configured to provide a substantially homogeneous magnetic field over a tissue volume within a range between about 0.01 cm.sup.3 and about 5.0 cm.sup.3, preferably between about 0.05 cm.sup.3 and about 5.0 cm.sup.3, preferably between about 0.1 cm.sup.3 and about 5.0 cm.sup.3, preferably between about 0.5 cm.sup.3 and about 5.0 cm.sup.3, or preferably between about 1.0 cm.sup.3 and about 5.0 cm.sup.3. The device may be configured to provide a substantially homogeneous magnetic field over a tissue volume within a range between about 0.01 cm.sup.3 and about 1.0 cm.sup.3, about 0.05 cm.sup.3 and about 1.0 cm.sup.3, about 1.0 cm.sup.3 and about 5.0 cm.sup.3, about 2.0 cm.sup.3 and about 5.0 cm.sup.3, about 2.0 cm.sup.3 and about 4.0 cm.sup.3, about 5.0 cm.sup.3 and about 10.0 cm.sup.3, or about 10.0 cm.sup.3 and about 20.0 cm.sup.3. The device may be configured to provide a substantially homogeneous magnetic field over a tissue volume of about 3.0 cm.sup.3, such as 3.3 cm.sup.3.
[0124] The device of the invention may be configured to provide a signal-to-noise ratio greater than about 5 (e.g., greater than about 10, e.g., greater than about 20, greater than about 50 (e.g., between about 50 and about 60, such as 53), or greater than about 100) from measurement on a tissue volume of at least about 0.01 cm.sup.3 (e.g., about 0.05 cm.sup.3, about 0.1 cm.sup.3, at least about 0.5 cm.sup.3 or at least about 1.0 cm.sup.3). The device may be configured to provide signal-to-noise ratio greater than about 5 (e.g., greater than about 10, greater than about 20, greater than about 50 (e.g., between about 50 and about 60, such as 53), or greater than about 100) from measurement on a tissue volume of at most 20.0 cm.sup.3 (e.g., at most 10.0 cm.sup.3, at most 5.0 cm.sup.3). The device may be configured to provide signal-to-noise ratio greater than about 5 (e.g., greater than about 10, greater than about 20, greater than about 50 (e.g., between about 50 and about 60, such as 53), or greater than about 100) from measurement on a tissue volume of about 3.0 cm.sup.3, such as 3.3 cm.sup.3.
[0125] The device may be configured for measurement of a relaxation parameter of hydrogen nuclei in water in a tissue portion of a subject, where the tissue portion is a peripheral body part. The tissue portion may be located within, e.g., a finger, an ear, a nose, a cheek, a toe, a foot, a calf, a hand, a wrist, a leg, or an arm (e.g., a forearm), or any combination thereof.
[0126] The processor of any of the devices of the invention may not be physically incorporated into a body of the device containing one or more magnets and an RLC circuit. Instead, a link between the processor and the rest of the device containing one or more magnets and an RLC circuit may be established using, e.g., any wired system (e.g., any system using TCP/IP set of communication protocols) or any wireless system (e.g., BlueTooth, WiFi, a system employing RF signals, or a system described in, e.g., U.S. Pat. No. 8,457,798, which is incorporated herein by reference in its entirety).
[0127] The processor of any of the devices of the invention is capable of quantifying the hydration state or the vascular volume of the subject, e.g., by converting data corresponding to the relaxation parameter of hydrogen nuclei in water in the portion of the tissue of the subject into a measure corresponding to the hydration state or the vascular volume of the subject. The processor may use one or more algorithms to assess hydration state and vascular volume. For example, the algorithm may involve a data deconvolution (e.g., Inverse Laplace Transform (ILT) or Non-negative least squares (NLS) fitting). The data deconvolution provides a relaxogram having the data resolved as a function of relaxation time and signal intensity. The processor may also be capable of converting the relaxation parameter of hydrogen nuclei in water in the portion of the tissue of the subject analyzed into a measure of the hydration state or the vascular volume of the subject through a single-exponential regression analysis. The processor may also be capable of converting the relaxation parameter of hydrogen nuclei in water in the portion of the tissue of the subject analyzed into the measure of the hydration state or the vascular volume of the subject through a multi-exponential regression analysis.
[0128] The processor of any of the devices of the invention may be configured to analyze data from single-voxel spectroscopy (SVS) or multi-voxel spectroscopy. Multi-voxel spectroscopy may utilize two or more voxels of the same or different volume. The processor may compare several single-voxel measurements to assess changes between measurements that can be used to indicate the hydration state of the subject, e.g., an increase in relaxation time between two or more SVS measurements indicates an increased vascular volume and/or rehydration of the subject, whereas a decrease indicates a decrease in vascular volume and/or dehydration of the subject.
[0129] The devices of the invention may be configured to be in close proximity to the tissue of the subject when used to assess hydration state or vascular volume. For example, a point on the surface of the device may be within about 20 cm (e.g., about 10 cm, about 5 cm, about 2 cm, about 1 cm, or about 0.5 cm) of the closest point on the surface of the tissue portion on which the measurement is being performed. A point on the surface of the device may be substantially in contact with the closest point on the surface of the tissue portion on which the measurement is being performed. Alternatively, a first point on the surface of the device may be within about 20 cm (e.g., about 10 cm, about 5 cm, about 2 cm, about 1 cm, or about 0.5 cm) of a second point on the surface of a tissue portion on which the measurement is being performed, such that the two points are the most proximal points between the device and the tissue portion on which the measurement is being performed. Further, a third point on a surface of the tissue portion opposing the first point may be within about 20 cm (e.g., about 10 cm, about 5 cm, about 2 cm, about 1 cm, or about 0.5 cm) of a fourth point on the surface of a device, such that the third and fourth points are the most proximal points between the device and the tissue portion on which the measurement is being performed. In this example, these requirements can be met under a condition that none of straight lines connecting the first and second points and the third and fourth points traverses the body of the device or the tissue portion on which the measurement is being performed. The device of the invention may be portable (e.g., hand-held, wearable, or even attached to the tissue portion). The device of the invention may be a bench-top device (e.g., a portable bench-top device). The device may be affixed to a subject using, e.g., one or more or straps, bands, clips, Velcro® or other known options. The device may also be wearable on the tissue portion similar to a finger pulse-oximeter (see, e.g., WO 2012/140559, which is incorporated herein by reference).
[0130] The devices of the invention include, e.g., an RLC circuit containing an inductor wire, which may be wrapped around a cylindrical element. The cylindrical element may be made using materials known in the art, including, e.g., an acetal copolymer, PTFE, PCTFE, ABS, Polycarbonate, PEEK, glass, and ceramics, and combinations thereof. The inductor wire may be made of a metal, e.g., aluminum, copper, silver, and their alloys. The inductor wire may be cylindrically enclosed within a non-conducting material. The width of the inductor wire may be in the range of 16 to 48 AWG (e.g., 32 AWG). In a non-limiting example, the inductor wire may be an insulated 32 AWG copper wire with a thirteen-turn inductor wrapped around an acetal copolymer cylindrical element.
[0131] The device may include one or more magnets (e.g., 1-200 magnets, 2-200 magnets, 2-100 magnets, and 2-50 magnets, e.g., 72 magnets). The magnets are independently selected from a permanent magnet, an electromagnet, and a pulsed electromagnet. The permanent magnets may have any shape known in the art (e.g., cuboidal, spherical, cylindrical, polygonal, or irregular). The permanent magnets may contain a rare earth metal alloy, such as a Nd alloy, preferably a NdFeB alloy (e.g., N52 grade NdFeB alloy). The permanent magnet may contain a Sm alloy, such as a SmCo alloy (e.g., SmCoFeCuZr alloy).
[0132] Within the device of the invention magnets may be arranged in a cylindrical or a polygonal shape. The magnets may be arranged to produce a central region having a substantially homogeneous magnetic field. For example, the magnets may be arranged in a Halbach array. One or more electromagnets employed in the devices of the invention may be a Helmholtz coil, Maxwell coil, or a solenoid coil. The magnets within the device of the invention may generate a magnetic field with a strength that is at least about 0.01 T (e.g., at least about 0.1 T or at least about 0.2 T). The magnets within the device of the invention may generate a magnetic field of strength that is at most about 2 T (e.g., at most about 1 T, at most about 0.7 T, or at most about 0.5 T). The magnets may generate a magnetic field of strength within a range of about 0.01 T and about 2 T, preferably about 0.05 T to about 1 T, and more preferably about 0.1 T to about 0.7 T (e.g., from about 0.1 T to about 0.5 T). The magnets may generate a magnetic field of strength from about 0.1 T to about 2 T, preferably from about 0.2 T to 2 T, and more preferably from about 0.4 T to about 2 T). The magnetic field strength, as described herein, refers to the magnetic field strength in the portion of the space, where the magnetic field is substantially homogeneous.
[0133] The magnets are held by one or more fixtures within the device of the invention. The fixtures may be made of a non-magnetic or a minimally magnetic metal, a non-magnetic or minimally magnetic alloy, a non-metal material, or combinations thereof. A non-metal material can be an acetal copolymer, PTFE, PCTFE, ABS, Polycarbonate, PEEK, polypropylene, polystyrene, or a blend of one or more of these polymers. The fixtures may contain mechanical shims, the adjustment of which allows for control of magnetic field homogeneity. The mechanical shims are adjustable using, e.g., screws embedded in the fixtures or other mechanical means known in the art.
[0134] The device of the invention may also contain a temperature control system. The temperature control system may ensure temperature stability of a tissue portion, thereby ascertaining that the hydrogen nuclei of water molecules in the tissue portion absorb an RF pulse at substantially similar chemical shift. The temperature control system can be a closed-loop system. Furthermore, by maintaining magnets of the device at a constant temperature, the temperature control system may help maintaining constant strength and substantial homogeneity of the magnetic field. The temperature control system may contain one or more temperature control elements and one or more electronic elements for thermal control. The temperature control elements may be encased within one or more fixtures of the device. A temperature control element may be a heating element or a cooling element or combination thereof. Heating elements are well known in the art and include any element capable of Joule heating. A heating element converts electricity into heat upon application of electric current. Typical heating elements are made of Nichrome 80/20 (80% nickel, 20% chromium alloy), Kanthal (FeCrAl alloy), or Cupronickel (CuNi alloy). A heating element may be arranged in the shape of, e.g., a wire, a ribbon, a strip, or a coil. A heating element may be coated to prevent oxidation of an alloy. A heating element may be a Peltier module (e.g., U.S. Pat. No. 6,067,802, which is incorporated herein by reference in its entirety). A coating material may be any material impenetrable to oxygen, e.g., chromium oxide, alumina (Al.sub.2O.sub.3), ceramics (MgO and Al.sub.2O.sub.3). Other heating elements may include a power resistor, a hot plate, an exothermic reaction, or a combination thereof or with any of the above-described heating elements. A cooling element may be incorporated in the devices of the invention including electromagnets so as to ensure that the temperature is maintained within an acceptable range (e.g., 30° C.-40° C.). A cooling element may be any element capable of cooling the medium that this element contacts. A cooling element may be a Peltier module; a non-limiting example of a Peltier module is provided in, e.g., U.S. Pat. No. 7,026,712, which is incorporated herein by reference in its entirety (also, see U.S. Pat. No. 6,067,802). Other cooling elements may include a heatsink (e.g., a metal block (e.g., made of a head-conductive material, such as copper or silver) optionally having one or more fins made of, e.g., copper, or any other heat-conductive metal), a fan-based convection system, or a combination thereof. Other temperature control elements that may be used in the device of the invention include a mobile medium (e.g., water) that upon contact with or upon passing in close proximity to the device, e.g., a fixture, undergoes heat exchange with the device of the invention. This medium is then transferred to another heating or cooling element that either heats or cools the medium using any method or system known in the art, e.g., any method or system described herein. The electronic elements for temperature control may include one or more microcontroller, which stores the information about the desired temperature setpoint or range. The electronic elements for temperature control may also include one or more temperature detector (e.g., a thermocouple, thermistor, IR thermometer, etc.), which may be embedded in the device. The temperature detector detects the temperature of the environment and reports it to the microcontroller, which the microcontroller uses to determine whether any of the temperature control elements need to be activated to heat or cool the system. The microcontroller may control one or more of the temperature control elements (e.g., a heating element or a cooling element) as necessary according to the information received from the temperature detector (e.g., a thermocouple, thermistor, IR thermometer, etc.) according to any algorithm known in the art (e.g., PID, fuzzy logic, feed forward, neural networks, on-off, etc.). One or more fixtures may also contain one or more of the electronic elements for thermal control. The fixture(s) may further contain one or more electronic elements for radiofrequency generation.
[0135] The device may have a thermal insulation enclosure to improve further temperature control of the device (e.g., thermal homogeneity of magnets). The temperature control system is capable of keeping the device at a constant temperature of between about 20° C. to about 50° C. (e.g., about 30° C. to about 40° C.). The thermal insulation enclosure may also be included to keep the device at a constant temperature of between about 20° C. to about 50° C. (e.g., about 30° C. to about 40° C.).
[0136] The device may also contain a printed circuit board (PCB), which may contain one or more variable capacitors (e.g., capacitors having capacitance of 1-30 pF). The PCB may be encased in an enclosure, which may be made of copper or aluminum. The capacitors on the PCB are used to store energy for the RLC circuit (especially, for generation of RF pulses). The device may further include an external connector, e.g., a connector linking the device to external power supply and controls (e.g., an external connector may be a subminiature version A (SMA) connector). The device may also contain grounding, an amplifier, and/or a computer. The processor of the device may be present in the computer, which may be separate from the portion of the device carried by or worn by the subject. Grounding can be any conductive material or a plurality of conductive materials linking the subject to the magnet or wiring (e.g., SMA connector) of the device of the invention.
[0137] The external power supply may be a stationary source of electricity, such as electrical mains (e.g., a 110V, 220V, or 250V socket) or a power adapter connected to the electrical mains (e.g., a power adapter converting AC 110V power supply to DC 5V power supply). The external power supply may be portable and may include a primary cell (e.g., a non-rechargeable battery) or a secondary cell (e.g., a rechargeable battery). For example, the battery may be a NiCd battery or a Li ion battery. The external power supply may also be a solar module, either alone or in combination with any battery. The portable power supply may be incorporated into the body of the device of the invention (internal power supply).
[0138] The devices of the invention can be used to determine a volume of any water compartment, such as an intracellular, an interstitial, or an extracellular compartment. Thus, devices of the invention for determining a vascular volume may also be used to determine an intracellular volume, an interstitial volume, or an extracellular volume of a water compartment other than a vascular volume.
Computer-Readable Storage Media of the Invention
[0139] The present invention provides non-transitory computer-readable storage media storing a computer program for converting a relaxation time decay curve collected from NMR measurement of the relaxation time of hydrogen nuclei in water in a tissue portion of a subject. The computer program contains a routine set of instructions for causing a computer to perform the steps of: (a) fitting a sum of one or more exponential curves to a measured decay curve, each exponential curve relating to one or more water compartments within the tissue portion of the subject, where the exponential curve contains a first constant and a second constant, the first constant being the relaxation time of hydrogen nuclei in water within the above-mentioned one or more water compartments, the second constant being a signal magnitude; (b) determining the first and the second constants from the fit; (c) comparing the first or the second constant to a reference relaxation constant. The reference constant can be a reference relaxation time or a reference peak intensity.
[0140] The computer program may contain a routine set of instructions for causing a computer to deconvolute raw relaxation data into a relaxogram, the latter having at least one, or all, resolvable components of the raw relaxation data as one or more peaks within a function of signal intensity and relaxation time. The routine set of instructions may further contain instructions for causing the computer to perform the steps of: (a) determining an area under the one or more peaks in the relaxogram, and (b) comparing the determined area to a reference peak area. In another example, the routine set of instructions may contain instructions for causing a computer to perform the steps of: (a) determining an intensity of one or more peaks in the relaxogram (e.g., performing a measurement of the peak height and/or peak width of a relaxation signal of the hydrogen nuclei), and (b) comparing the intensity of the one or more peaks to an intensity of one or more reference peaks.
[0141] In all of the above examples, the computer-readable storage media may further include data corresponding to an identification of, or data that identifies, the hydration state of a subject (e.g., the data may indicate the subject as being in a state of euhydration, dehydration, or water intoxication). The computer-readable storage media may also include data corresponding to the optimal treatment of the subject in view of the severity of an identified state, if the subject is identified to be in a state other than euhydration.
[0142] The routine set of instructions may also contain instructions for causing a computer to perform an algorithm according to one or more methods of the invention described herein.
[0143] All of the computer-readable storage media described herein exclude any transitory media (e.g., volatile memory, data signals embodied in a carrier wave, such as a carrier wave in a network, e.g., internet).
[0144] Examples of computer-readable storage media include non-volatile memory media, e.g., magnetic storage devices (e.g., a conventional “hard drive,” RAID array, floppy disk), optical storage devices (e.g., compact disk (CD) or digital video disk (DVD)), or an integrated circuit device, such as a solid-state drive (SSD) or a USB flash drive.
[0145] The computer-readable storage media of the invention can be used to determine a volume of any water compartment, such as an intracellular, an interstitial, or an extracellular compartment. Thus, a computer-readable storage medium of the invention for use in determining a vascular volume may also be used to determine an intracellular volume, an interstitial volume, or an extracellular volume of a water compartment other than a vascular volume.
[0146] The following examples are meant to illustrate the invention. They are not meant to limit the invention in any way.
EXAMPLES
Example 1: Relaxation Analysis, Murine Whole-Body
[0147] This example demonstrates the feasibility of measuring hydration changes through the use of exponential regression fitting of raw NMR data. Mathematically, the two relaxation rates (T.sub.1 and T.sub.2) can be modeled with the following exponential equations:
where in both cases M is the signal magnitude, n is the number of components that make up the NMR signal. It should be noted that even though a sample may contain more than a single component—it can be modeled with a single component regression (n=1); however, there may be a larger fitting error that should be noted. In the most ideal situation, the exact number of components will be known and the correct n for the model will be used. To improve the accuracy of the multi-component regression fit; alternatively, a spectrum based approach may be more appropriate (described in Example 2).
[0148] This single exponential fit (n=1) for T.sub.2 was applied to a murine model of dehydration, which was accomplished through water restriction. The whole-body is comprised of numerous tissue systems, each with its own unique T.sub.1 and T.sub.2 relaxation times; it is considered a multi-exponential model.
[0149] The panel demonstrates a clear drop in T.sub.2 as a function of weight loss (assumed to be mostly attributable to water loss). The clear segregation in groups (23-25 g and 28-32 g mice) is likely due to the different body compositions; older and heavier mice tend to have more adipose tissue and an overall longer relaxation time.
Example 2: Tissue-Specific Spectrum Analysis
[0150] This example demonstrates the feasibility of measuring water content of discrete fluid compartments (intracellular, extracellular, interstitial, intravascular, etc.) of a given tissue through signal processing. Raw relaxation data can be deconvoluted into a relaxogram,
[0151] Data deconvolution and multi-exponential regression analysis provide a level of resolution that facilitates the tracking of changes of different tissues and tissue compartments. The resolvable compartments may vary for different tissues and/or systems of tissues. The importance of this type of resolution is that different compartments respond in various ways to changes in hydration state. Thus, meaningful data can be obtained using various tissue portions and by tracking one or more water compartments in the tissue portions. Clinically relevant fluid compartments include the vasculature, intracellular, and extracellular spaces.
[0152] The same model of dehydration, described in Example 1, and NMR measurements were performed on excised muscle tissue. Water percentages of the muscle samples were calculated by performing wet weight-dry weight measurements. NMR analysis, described above, is capable of resolving three components in skeletal muscle. Extracellular water appeared to have the greatest change during dehydration, and thus became the focus peak (
Example 3: Targeted Tissue Analysis—Intravascular Fluid Load Assessment in Humans
[0153] This example illustrates the feasibility of assessing hydration state by NMR measurement of a specific anatomic location. Different anatomic locations are composed of different tissue types/fluid compartments and some locations may be more sensitive to changes in hydration than others. A custom NMR sensor was designed and constructed to perform relaxation measurements on the finger because we were interested in measuring intravascular water content. Changes in the intravascular water content were measured by ingesting 500 mL of water within 2 minutes (water bolus). Finger measurements were taken at time points up to 1 hour after ingestion.
[0154] The trends evident in these noninvasively-obtained results line up with results from another study where subjects drank deuterium-labeled water and then had blood draws taken over a 60 minute period to measure the ratio of labeled to unlabeled water in their vasculature (see
Example 4: Hydration State Assessment in Humans
[0155] In this Example, hydration states of human subjects (three males and one female) were analyzed pre- and post-exercise induced dehydration. The hydration states were assessed using the NMR device (0.55 T device) having 40 wedge-shaped NdFeB magnets arranged in a circular Halbach array, which is described further below. Subjects underwent exercise-induced dehydration. It was known that individuals that perform exercise undergo dehydration. Thermogenesis occurs due to increases in metabolic rate. This causes sweating. Increases in respiration rate, due to increased oxygen demand, also lead to water loss from the respiratory tract.
[0156] These dehydration experiments only involved two finger measurements for each participant: pre and post-exercise. Pre-exercise measurements were performed on the index finger of a subject in a seated position. Subjects were then allowed to perform their routine exercise without any interventional guidance from the investigators. It was noted that each participant lost approximately 1 pound (participant weight range: 110-140 lbs) with no exercise period taking longer than an hour. All weight change was associated with water loss. Any weight loss contribution from metabolic or catabolic (highly unlikely) was at a minimum given the acute nature of each exercise. All subjects also reported no intake of water during exercise or prior to the post-exercise measurements. Post-exercise measurements were performed approximately half an hour after cessation of physical activity to allow for bodily equilibration to rest and the environment.
[0157] It is possible to separate out various tissues of interest using methods described above (e.g., multi-exponential regression analysis).
[0158] This finding is consistent with previous physiologic studies in rats and humans that used empirical, non-NMR methods. Some studies demonstrated that the largest tissue contributor to water loss during dehydration is a lean tissue (Nose et al., Jpn J. Physiol., 33:1019-1029, 1983; Costill et al., J Appl Physiol., 40:6-11, 1976).
Example Experimental Hardware
[0159] Execution of Example 3 was accomplished through a custom NMR system with critical components including: magnet, RLC circuit, grounding element, and thermal control (
Magnets
[0160] In one embodiment, the magnet contains 72 cuboidal, N52 NdFeB rare earth magnets arranged in 3 stacks of circular Halbach arrays (see Device B in
[0161] Fixtures that hold the magnets may be constructed from an acetal copolymer. Other devices can be made from metal (any non or minimally magnetic metal or alloy) and/or other plastics (PTFE, PCTFE, ABS, Polycarbonate, PEEK). Fixtures may also have integrated heating elements to help maintain an optimal magnet operating temperature. Electronic elements for radiofrequency generation and/or thermal control may be integrated within the fixture as well to minimize the number of physically separate system components. For examples of fully assembled fixtures and magnets see Devices A and B in
[0162] The magnet configuration can have a central region through which to insert/fit a tissue portion (e.g., a finger) for measurement. The Halbach configuration is preferred, but any arrangement that produces a region of high uniformity where the sample is to be measured is amenable.
RF Coil/RLC Circuit
[0163] The example RF coil utilizes insulated 32 AWG copper wire with a thirteen-turn inductor wrapped around an acetal copolymer bobbin (see, e.g.,
Grounding
[0164] Grounding includes a copper cloth clad acrylic board (see, e.g.,
Thermal Control
[0165] The aforementioned device can be kept at constant temperature (30-40° C.) by a temperature control system, as described above.
Device Comparison
[0166] The 0.22 T and 0.55 T devices were compared to one another to determined performance gains. A sample of copper sulfate solution was used for all measurements and can be easily modeled as a single exponential. A single exponential fitting method was used to obtain the root mean squared error (RMSE), which can be interpreted as the noise in the system. Signal to noise ratio (SNR) was calculated by dividing the signal amplitude (Amp) by the noise (RMSE). A higher SNR signifies improved performance gains. The results of this comparison are shown in Table 1 below.
TABLE-US-00001 TABLE 1 Amp RMSE SNR 0.22T 15 0.14 107 0.55T 295 0.21 1,404
OTHER EMBODIMENTS
[0167] All publications, patents, and patent applications mentioned in the above specification are hereby incorporated by reference. Various modifications and variations of the described device and methods of use of the invention will be apparent to those skilled in the art without departing from the scope and spirit of the invention. Although the invention has been described in connection with specific embodiments, it should be understood that the invention as claimed should not be unduly limited to such specific embodiments. Indeed, various modifications of the described modes for carrying out the invention that are obvious to those skilled in the art are intended to be within the scope of the invention.
[0168] Other embodiments are in the claims.