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Quantitative Fundus Autofluorescence for the Evaluation of Retinal Diseases

Published: March 11, 2016 doi: 10.3791/53577

Summary

The retinal pigment epithelium (RPE) supports the sensory retina through recycling visual cycle byproducts, which accumulate as lipofuscin. These products are autofluorescent and can be qualitatively imaged in vivo. Here, we describe a method to quantitatively image RPE lipofuscin using confocal scanning laser ophthalmoscopy.

Abstract

The retinal pigment epithelium (RPE) is juxtaposed to the overlying sensory retina, and supports the function of the visual system. Among the tasks performed by the RPE are phagocytosis and processing of outer photoreceptor segments through lysosome-derived organelles. These degradation products, stored and referred to as lipofuscin granules, are composed partially of bisretinoids, which have broad fluorescence absorption and emission spectra that can be detected clinically as fundus autofluorescence with confocal scanning laser ophthalmoscopy (cSLO). Lipofuscin accumulation is associated with increasing age, but is also found in various patterns in both acquired and inherited degenerative diseases of the retina. Thus, studying its pattern of accumulation and correlating such patterns with changes in the overlying sensory retina are essential to understanding the pathophysiology and progression of retinal disease. Here, we describe a technique employed by our lab and others that uses cSLO in order to quantify the level of RPE lipofuscin in both healthy and diseased eyes.

Introduction

The retinal pigment epithelium (RPE) supports the function of the sensory retina through numerous processes 1. Age-related macular degeneration (AMD) is the most important cause of untreatable blindness in industrialized countries and is characterized by changes in the RPE, including loss of pigment, loss of function and atrophy. In AMD and in normal aging, the RPE accumulates fluorescent, lysosome-derived organelles containing phagocytosed photoreceptor fragments, referred to as lipofuscin granules. The accumulation of RPE lipofuscin has been thought to indicate oxidative dysfunction 1, but recent studies have shown that the RPE morphology remains normal in aged eyes with high lipofuscin levels 2. However, abnormal patterns of lipofuscin distribution, in particular loss of lipofuscin, are documented markers for AMD and AMD progression, both histologically and clinically 3,4

Defective processing of RPE lipofuscin has also been shown to occur in certain inherited retinal degenerations. Patients suffering from Stargardt disease (STGD) accumulate lipofuscin in the RPE at a young age, eventually developing vision loss similar to that seen in AMD 5. These findings suggested that lipofuscin accumulation may itself be toxic and drive RPE dysfunction 6,7. However, a detailed imaging study of subjects with STGD over time did not confirm that focal lipofuscin accumulation led to subsequent RPE loss 8. Hence, although lipofuscin abnormalities are markers for retinal degenerations, a role for direct toxicity of lipofuscin remains unproven.

The RPE is the most posterior cell layer of the retina, but generates the majority of fluorescent signal from the ocular fundus. Generation and detection of autofluorescence (AF) derived from the RPE can be performed using confocal scanning laser ophthalmoscopy (cSLO), which allows for visualization of the spatial distribution of fundus AF. Certain retinal degenerations demonstrate distinctive patterns of fundus AF, and AF imaging aids in the diagnosis and monitoring of these conditions. Although standard AF imaging is clinically important, quantitative AF (qAF) has become an important means of assessing RPE health. We and others have developed a standardized approach that can reliably determine qAF levels at specific retinal locations 9. qAF has potential applications in the diagnosis and monitoring of retinal conditions, and may also have utility in prognosis and risk stratification. In addition, the diagnostic capabilities of qAF have also been described for certain retinal disorders 10-12. Here, we provide step-wise details for performing our technique accompanied by a visual demonstration of its application in the evaluation of healthy and diseased eyes.

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Protocol

Ethics Statement: All patients enrolled in these studies were done so in accordance with approved institutional review board oversight at New York University School of Medicine.

1. Patient Selection and Initial Preparation for Imaging

Note: The following materials are required: 0.5% tropicamide ophthalmic solution, 2.5% phenylephrine ophthalmic solution, cSLO equipped with spectral domain optical coherence tomography (SD-OCT), and internal fluorescence reference.

  1. Prior to imaging, appropriately set up cSLO for data acquisition according to manufacturer's instructions.
  2. Mount an internal fluorescent reference in the cSLO. Note: The internal fluorescent reference, as purchased from the manufacturer, is housed in a metal ring and is placed directly behind the camera lens. If a cSLO from another manufacturer is used, there may be a different configuration than that which is described in this protocol.
    1. In order to insert the reference into the cSLO, twist the lens to remove it, unscrew the machine's metal ring, and replace it with the new metal ring containing the reference.
      Note: the internal fluorescent reference is essential to the qAF technique, as it allows correction for variation in laser power and detector sensitivity/gain.
  3. Have patients recruited for imaging undergo a routine dilated eye examination and obtain background information regarding past ocular history and underlying medical conditions that may manifest with ocular findings.
  4. Dilate pupils with 0.5% tropicamide and 2.5% phenylephrine. CRITICAL STEP: Dilate pupils to at least 6 mm. Note: This is essential for uninterrupted passage of light, and thus for optimal visualization and measurement of the fundus.
  5. Prior to imaging, position the patient properly on the cSLO, with chin resting on the chinrest, forehead placed against the forehead rest, and lateral canthi properly aligned with the indicators.

2. Baseline Imaging of the Ocular Fundus

  1. First, image the fundus with near infrared reflectance (IR) light (wavelength of 820 nm) in order to centralize the camera over the macula and obtain rough focus.
    1. With patient properly positioned, switch the hardware setting on the control panel to IR imaging mode, position camera manually until the fundus is in full focus, and take an image
    2. Adjust the setting on the control panel to "IR-OCT", which uses spectral-domain optical coherence tomography (SD-OCT) in conjunction with IR imaging to evaluate the macula for underlying disease.
    3. Use the guides present in the imaging window to correctly orient the OCT to the IR image of the fundus. To achieve optimal SD-OCT quality, position the camera such that the OCT image is in the top third of its imaging window. Acquire at least one horizontal line scan through the fovea and spanning the entire imaging field.

3. Setting up qAF Imaging

  1. Use "High speed" image acquisition. Note: This setting allows for faster image acquisition, which decreases risk of signal loss due to patient movement and resulting blockage of light by the iris or eyelids.
  2. Use "Mean of 9" frames. Note: This setting allows for the rapid, sequential capture of 9 image frames, which can be subsequently "averaged" to reduce noise and artifact (see below).
  3. Use "30 x 30 degree" field. Note: This refers to the degrees of retinal area captured during image acquisition.
  4. Prior to imaging, warn patient about the blue light, as this can be alarming at first.
  5. Turn on the AF mode and align camera axis such that the screen is maximally "filled" with fundus AF (minimal darkening of the sides and corners of the image).
    1. If patients have difficulty tolerating the bright blue light, start imaging with the camera further away from the eye and then bring the camera slowly toward the patient until the fundus is in full view.
      CRITICAL STEP: If light entering into or exiting from the eye is obstructed, decreased signal will result. Localized decrease is visible as asymmetric darkening of an image side or corner. Generalized loss of signal is seen when eye movements alone obstruct light passage.
  6. Align the camera such that the AF signal is at its highest level throughout the field. Aim for maximal signal rather than sharpest image, however they roughly correlate. Adjust the camera focus by moving the cSLO to reposition the camera either manually or with the ophthalmoscope joystick.
  7. Adjust the sensitivity/gain such that fundus AF is easily visible, but avoid over-saturation. During image acquisition, colored pixels visible in either the internal reference (located at the top of the image) or the fundus indicate over-saturation and thus loss of signal.

4. Image Acquisition

Note: CRITICAL STEP: The goal in image acquisition should be to obtain 2 high quality 9-frame image stacks per session to control for variability between images within a session. After repositioning the patient and camera, obtain a second session of two images to assess and control for variability. All images will ultimately be calibrated to the internal reference (described below).

  1. Acquire images only after at least 20 sec of "bleaching" (full exposure of retina to AF light) to minimize absorption of light by rhodopsin in the sensory retina 9.
    1. Use this period to optimize camera alignment, focus and sensitivity.
  2. Have the subjects blink before each image acquisition as a fresh tear film improves signal quality.
  3. Avoid eyelids in the plane of acquisition.
    Note: It may be helpful to manually open eyelids for more challenging patients. The authors recommend that an assistant performs this task.
  4. Optimize alignment before each image acquisition to ensure that light is not obstructed by the iris resulting in decreased signal.
    Note: As at least minor movement is very common, the authors recommend fine realignment as necessary before each image acquisition. Guiding and encouraging the patient while imaging helps decrease movement. The authors also recommend using the machine's foot-pedal as the "acquisition button" so as to minimize operator distraction.
  5. Perform post-image processing by computing the "mean" of the 9-frame stack to increase signal-to-noise ratio. Calculate the mean of a stack using the cSLO software by selecting the option to calculate the mean.
    Note: There may be stacks where some frames are not of optimal quality (i.e., have localized or generalized decreased signal relative to the optimal frames), therefore carefully inspect each stack and deselect suboptimal frames before computation of the mean.
    Note: Mean images with acceptable signal-to-noise ratios can be processed from at least 3 frames. It is normal for the sides and corners of each image to have lower signal than the central 20 degrees due to limitations within the cSLO itself.
    1. If the software asks whether the operator would like to normalize the gray levels (i.e., stretch the histogram) between 0 and 255, select "No". This maintains unaltered gray levels for analysis.

5. Image Analysis

  1. Analyze AF images as previously described using image analysis software developed for the qAF technique (IGOR; 9). A brief description of a typical image analysis using this software is included below.
    1. Load the qAF program in IGOR and import images (in .bmp format) exported from the cSLO software with pixel aspect ratio 768 x 768 (default output parameter).
    2. Select the image in the drop-down menu and initiate analysis.
    3. Reposition calibration indicators on the image such that the "crosshairs" overlie the fovea and the "bracket" abuts the optic disc (these indicators are used to scale and position the ROIs). When properly positioned, use software prompts then populate the image with circumferential ROIs surrounding the fovea (see Figures 1, 2).
    4. Select the option in IGOR to calibrate the overall gray levels of each image to those levels present in the internal fluorescent reference. Note: This step allows for calibration of machine-related factors, including the electronic zero level of each image and the internal reference calibration factor of each machine, as well as patient-related factors, including age, refraction and corneal curvature.
      Note: The analysis software then displays the fixed regions on the resultant image and a qAF value is demonstrated within each region. qAF values are also automatically entered into a spreadsheet format in a separate window."
    5. Generate qAF "heat maps" by selecting the option within the command prompts. All images and data can be exported from the IGOR software in an excel spreadsheet by selecting the appropriate options.

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Representative Results

This technique was used to study qAF in both healthy 13 and disease states 10-12. In healthy eyes (Figure 1), AF emitted from the RPE is distributed relatively uniformly throughout the fundus (Figure 1A). Reduced intensity is seen in the central macular region due to blocking of light by macular pigment, and at the sides and corners of the image due to the optics of the eye and camera. Vessels appear dark and should be in clear focus in well-acquired images. Figure 1B demonstrates a corresponding heat map representation of the qAF levels from Figure 1A. Cooler colors correspond to areas of lower intensity while warmer colors correspond to areas of higher intensity. Maximum intensity is generally seen in the second concentric 8-segment ring (indicated in Figure 1B). This region is also less subject to imaging related variability than regions closer to the image borders, and is outside of the central region where macula pigment has a large impact on qAF levels. Thus, the mean intensities of this ring are used for most data analyses 13. Figure 2 presents a representative analysis in an eye with AMD demonstrating geographic atrophy (GA), an advanced form of AMD. This form of AMD results in localized areas of RPE loss, evidenced by markedly reduced or absent AF, and causes progressive central vision loss.

Figure 1
Figure 1. Autofluorescence in healthy eye. (A) Autofluorescence (AF) image of the right eye of a normal patient. OD: optic disk, Fo: fovea, Ma: macula, Ref: internal reference. (B) Post-processing qAF map of AF image from (A). Warmer colors correlate to higher AF intensity. Fixed regions are shown, and qAF values of each region are indicated. 8-segment perifoveal ring used in data analysis is indicated by the dashed line. Please click here to view a larger version of this figure.

Figure 2
Figure 2. Autofluorescence in eye displaying geographic atrophy due to AMD. (A) Autofluorescence (AF) image of the left eye of a patient with advanced AMD showing geographic atrophy (GA) of the RPE (representative region circumscribed by dashed line). OD: optic disk, Fo: fovea, Ma: macula, Ref: internal reference. Note markedly reduced and absent AF in regions corresponding to GA in the macula. (B) Post-processing qAF map of AF image from (A). Fixed regions are shown, and qAF values of each region are indicated. 8-segment perifoveal ring used in data analysis is indicated by the dashed line. Please click here to view a larger version of this figure.

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Discussion

Abnormal RPE lipofuscin distribution, whether increased or decreased, is a sensitive marker of retinal disease and is generally associated with loss of sensory retina function. Here, we describe application of qAF for the evaluation of RPE lipofuscin. Incorporation of an internal fluorescent reference to correct for variable laser power and detector sensitivity9 alongside our standardized imaging technique allows for reliable quantitation of AF levels. It is our goal that this method will aid in the diagnosis and monitoring of retinal disease, and eventually in assessing the efficacy of therapeutic interventions, such as drug or gene therapy. qAF may also assist in stratification of individuals at-risk for conditions such as AMD.

We have generated a large normative database of qAF data to be used as a reference tool for the interpretation of retinal pathology 13, and have also described qAF in several disease states, including Stargardt disease 10, bull's eye maculopathy 12 and Best disease 11. In healthy retina, there are different qAF levels between ethnic groups, with significantly higher qAF in whites than blacks and Asians, and demonstrated that women have higher qAF levels than men. Perhaps most strikingly, qAF increases as patients age, which corresponds with RPE lipofuscin levels, as previously measured by spectrofluorometry 14 . Although current normative data only extend up to age 60, it appears that patients have a measured decrease in RPE lipofuscin after age 70 14. Interestingly, it does not appear that changes in RPE cell number occur as patients age 2and so the observed decreases in AF may be due to a redistribution or reduction in RPE lipofuscin 3. It will be interesting to determine whether these decreases in AF in old age correlate with impaired RPE function and increased risk of AMD.

This protocol allows for reliable quantitative results that can be compared longitudinally, between patients, and between cSLO machines. One limitation is that qAF cannot accurately measure AF in older patients with lens opacities, which limits the technique in a subset of this high-risk population. One possible solution is to use a reflectometry method to individually estimate light losses in the media. Fortunately, older patients who are pseudophakic with clear posterior capsules and known intraocular lens transmission characteristics are good candidates for qAF. However, the pupils of elderly patients and those with prior cataract surgery often do not dilate to more than 6mm, which limits light passage and prevents accurate data collection. In order to image such patients, an aperture may be inserted into the cSLO by the manufacturer in order to decrease the diameter of the laser. This modification has been successfully utilized to perform qAF imaging in mice 15. Another limitation is that the technique is challenging to perform and is highly operator dependent. It is essential to consistently obtain high quality images to ensure accurate measurements of AF levels. In order to achieve this, the authors recommend strict adherence to the imaging protocol as well as adequate practice. Although some patients poorly tolerate the bright flashes of light required for AF imaging, assuring patients that exposure levels are well within the safe limits is helpful 1. To allow for optimal imaging, it is critical to dilate pupils to at least 6 mm and to obtain multiple images with unobstructed light transmission (see above). Achieving optimal focus and avoiding oversaturation of pixels are also essential. Helpful practices include communication with the patient while imaging, use of an assistant if the eyelid needs to be lifted and use the foot pedal for triggering the camera, as described above.

In summary, understanding the pathophysiology of the RPE in retinal degenerations remains an area of active research, and of potentially important therapeutic impact. As qAF allows for direct comparison of AF levels in images obtained longitudinally, between patients and between centers, it is a valuable tool that can contribute to this understanding as well as provide useful clinical information. The detailed protocol outlined here will assist others in the acquisition of reliable qAF data, and that the important clinical applications of qAF will encourage research centers and clinical retina specialists to make use of the qAF technique.

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Disclosures

STA: no disclosures, JPG: no disclosures, RTS: consultant, Ocata Therapeutics.

Acknowledgments

We would like to thank our collaborators, Francois Delori, Tomas Burke, and Tobias Duncker.

Research Support: NIH/NEI R01 EY015520 (RTS, JPG), and unrestricted funds from Research to Prevent Blindness (RTB).

Materials

Name Company Catalog Number Comments
Spectralis HRA + OCT Heidelberg Engineering
0.5% tropicamide ophthalmic solution Any brand can be used
2.5% phenylephrine ophthalmic solution Any brand can be used
Internal fluorescent reference Heidelberg Engineering
IGOR Pro software WaveMetrics

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References

  1. Strauss, O. The retinal pigment epithelium in visual function. Physiological reviews. 85, 845-881 (2005).
  2. Ach, T., et al. Quantitative autofluorescence and cell density maps of the human retinal pigment epithelium. Investigative ophthalmology & visual science. 55, 4832-4841 (2014).
  3. Ach, T., et al. Lipofuscin redistribution and loss accompanied by cytoskeletal stress in retinal pigment epithelium of eyes with age-related macular degeneration. Investigative ophthalmology & visual science. 56, 3242-3252 (2015).
  4. Schmitz-Valckenberg, S., Jorzik, J., Unnebrink, K., Holz, F. G., Group, F. A. M. S. Analysis of digital scanning laser ophthalmoscopy fundus autofluorescence images of geographic atrophy in advanced age-related macular degeneration. Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie. 240, 73-78 (2002).
  5. Weng, J., et al. Insights into the function of Rim protein in photoreceptors and etiology of Stargardt's disease from the phenotype in abcr knockout mice. Cell. 98, 13-23 (1999).
  6. Holz, F. G., et al. Inhibition of lysosomal degradative functions in RPE cells by a retinoid component of lipofuscin. Investigative ophthalmology & visual science. 40, 737-743 (1999).
  7. Sparrow, J. R., Nakanishi, K., Parish, C. A. The lipofuscin fluorophore A2E mediates blue light-induced damage to retinal pigmented epithelial cells. Investigative ophthalmology & visual science. 41, 1981-1989 (2000).
  8. Smith, R. T., et al. Lipofuscin and autofluorescence metrics in progressive STGD. Investigative ophthalmology & visual science. 50, 3907-3914 (2009).
  9. Delori, F., et al. Quantitative measurements of autofluorescence with the scanning laser ophthalmoscope. Investigative ophthalmology & visual science. 52, 9379-9390 (2011).
  10. Burke, T. R., et al. Quantitative fundus autofluorescence in recessive Stargardt disease. Investigative ophthalmology & visual science. 55, 2841-2852 (2014).
  11. Duncker, T., et al. Quantitative fundus autofluorescence and optical coherence tomography in best vitelliform macular dystrophy. Investigative ophthalmology & visual science. 55, 1471-1482 (2014).
  12. Duncker, T., et al. Quantitative fundus autofluorescence distinguishes ABCA4-associated and non-ABCA4-associated bull's-eye maculopathy. Ophthalmology. 122, 345-355 (2015).
  13. Greenberg, J. P., et al. Quantitative fundus autofluorescence in healthy eyes. Investigative ophthalmology & visual science. 54, 5684-5693 (2013).
  14. Delori, F. C., Goger, D. G., Dorey, C. K. Age-related accumulation and spatial distribution of lipofuscin in RPE of normal subjects. Investigative ophthalmology & visual science. 42, 1855-1866 (2001).
  15. Sparrow, J. R., et al. Quantitative fundus autofluorescence in mice: correlation with HPLC quantitation of RPE lipofuscin and measurement of retina outer nuclear layer thickness. Investigative ophthalmology & visual science. 54, 2812-2820 (2013).
  16. Delori, F. C., Webb, R. H., Sliney, D. H. American National Standards Institute. Maximum permissible exposures for ocular safety (ANSI 2000), with emphasis on ophthalmic devices. Journal of the Optical Society of America. A, Optics, image science, and vision. 24, 1250-1265 (2007).

Tags

Keywords: Quantitative Autofluorescence QAF Retinal Pigment Epithelium RPE Age-related Macular Degeneration AMD Confocal Scanning Laser Ophthalmoscopy CSLO Fluorescent Reference Pupil Dilation Near-infrared Reflectance IR Spectral Domain Optical Coherence Tomography SDOCT
Quantitative Fundus Autofluorescence for the Evaluation of Retinal Diseases
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Cite this Article

Armenti, S. T., Greenberg, J. P.,More

Armenti, S. T., Greenberg, J. P., Smith, R. T. Quantitative Fundus Autofluorescence for the Evaluation of Retinal Diseases. J. Vis. Exp. (109), e53577, doi:10.3791/53577 (2016).

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    A Component-resolved Diagnostic Approach for a Study on Grass Pollen Allergens in Chinese Southerners with Allergic Rhinitis and/or Asthma
  • Research • Medicine
    A Novel Method: Super-selective Adrenal Venous Sampling
  • Research • Medicine
    A Method for Quantifying Upper Limb Performance in Daily Life Using Accelerometers
  • Research • Medicine
    Non-invasive Assessments of Subjective and Objective Recovery Characteristics Following an Exhaustive Jump Protocol
  • Research • Medicine
    Experimental Protocol of a Three-minute, All-out Arm Crank Exercise Test in Spinal-cord Injured and Able-bodied Individuals
  • Research • Medicine
    Phosphorus-31 Magnetic Resonance Spectroscopy: A Tool for Measuring In Vivo Mitochondrial Oxidative Phosphorylation Capacity in Human Skeletal Muscle
  • Research • Medicine
    Assessment of Pulmonary Capillary Blood Volume, Membrane Diffusing Capacity, and Intrapulmonary Arteriovenous Anastomoses During Exercise
  • Research • Medicine
    Assessment of Child Anthropometry in a Large Epidemiologic Study
  • Research • Medicine
    Video Movement Analysis Using Smartphones (ViMAS): A Pilot Study
  • Research • Medicine
    Network Analysis of Foramen Ovale Electrode Recordings in Drug-resistant Temporal Lobe Epilepsy Patients
  • Research • Medicine
    A Model to Simulate Clinically Relevant Hypoxia in Humans
  • Research • Medicine
    Interictal High Frequency Oscillations Detected with Simultaneous Magnetoencephalography and Electroencephalography as Biomarker of Pediatric Epilepsy
  • Research • Medicine
    Induction and Assessment of Exertional Skeletal Muscle Damage in Humans
  • Research • Medicine
    A Detailed Protocol for Perspiration Monitoring Using a Novel, Small, Wireless Device
  • Research • Medicine
    Drug-Induced Sleep Endoscopy (DISE) with Target Controlled Infusion (TCI) and Bispectral Analysis in Obstructive Sleep Apnea
  • Research • Medicine
    Integrated Compensatory Responses in a Human Model of Hemorrhage
  • Research • Medicine
    Transthoracic Speckle Tracking Echocardiography for the Quantitative Assessment of Left Ventricular Myocardial Deformation
  • Research • Medicine
    Impression Cytology of the Lid Wiper Area
  • Research • Behavior
    A Protocol of Manual Tests to Measure Sensation and Pain in Humans
  • Research • Medicine
    Unbiased Deep Sequencing of RNA Viruses from Clinical Samples
  • Research • Medicine
    A Choroid Plexus Epithelial Cell-based Model of the Human Blood-Cerebrospinal Fluid Barrier to Study Bacterial Infection from the Basolateral Side
  • Research • Medicine
    Isolation and Profiling of MicroRNA-containing Exosomes from Human Bile
  • Research • Medicine
    Generation of Microtumors Using 3D Human Biogel Culture System and Patient-derived Glioblastoma Cells for Kinomic Profiling and Drug Response Testing
  • Research • Medicine
    Ultrasound Assessment of Endothelial Function: A Technical Guideline of the Flow-mediated Dilation Test
  • Research • Medicine
    Using a Laminating Technique to Perform Confocal Microscopy of the Human Sclera
  • Research • Medicine
    Intravenous Endotoxin Challenge in Healthy Humans: An Experimental Platform to Investigate and Modulate Systemic Inflammation
  • Research • Medicine
    Modeling and Simulations of Olfactory Drug Delivery with Passive and Active Controls of Nasally Inhaled Pharmaceutical Aerosols
  • Research • Medicine
    Exosomal miRNA Analysis in Non-small Cell Lung Cancer (NSCLC) Patients' Plasma Through qPCR: A Feasible Liquid Biopsy Tool
  • Research • Medicine
    A Multimodal Imaging- and Stimulation-based Method of Evaluating Connectivity-related Brain Excitability in Patients with Epilepsy
  • Research • Medicine
    Measuring Cardiac Autonomic Nervous System (ANS) Activity in Toddlers - Resting and Developmental Challenges
  • Research • Medicine
    Using Saccadometry with Deep Brain Stimulation to Study Normal and Pathological Brain Function
  • Research • Medicine
    Quantitative Fundus Autofluorescence for the Evaluation of Retinal Diseases
  • Research • Medicine
    Diagnosis of Musculus Gastrocnemius Tightness - Key Factors for the Clinical Examination
  • Research • Medicine
    Stereo-Electro-Encephalo-Graphy (SEEG) With Robotic Assistance in the Presurgical Evaluation of Medical Refractory Epilepsy: A Technical Note
  • Research • Medicine
    Quantitative Magnetic Resonance Imaging of Skeletal Muscle Disease
  • Research • Medicine
    Transcutaneous Microcirculatory Imaging in Preterm Neonates
  • Research • Medicine
    Using an Ingestible Telemetric Temperature Pill to Assess Gastrointestinal Temperature During Exercise
  • Research • Medicine
    Design, Fabrication, and Administration of the Hand Active Sensation Test (HASTe)
  • Research • Medicine
    MRI-guided dmPFC-rTMS as a Treatment for Treatment-resistant Major Depressive Disorder
  • Research • Medicine
    Functional Human Liver Preservation and Recovery by Means of Subnormothermic Machine Perfusion
  • Research • Medicine
    A Multicenter MRI Protocol for the Evaluation and Quantification of Deep Vein Thrombosis
  • Research • Medicine
    Determining The Electromyographic Fatigue Threshold Following a Single Visit Exercise Test
  • Research • Medicine
    Use of Electromagnetic Navigational Transthoracic Needle Aspiration (E-TTNA) for Sampling of Lung Nodules
  • Research • Medicine
    Trabecular Meshwork Response to Pressure Elevation in the Living Human Eye
  • Research • Medicine
    In Vivo, Percutaneous, Needle Based, Optical Coherence Tomography of Renal Masses
  • Research • Medicine
    Establishment of Human Epithelial Enteroids and Colonoids from Whole Tissue and Biopsy
  • Research • Medicine
    Human Brown Adipose Tissue Depots Automatically Segmented by Positron Emission Tomography/Computed Tomography and Registered Magnetic Resonance Images
  • Research • Medicine
    Preparation and Respirometric Assessment of Mitochondria Isolated from Skeletal Muscle Tissue Obtained by Percutaneous Needle Biopsy
  • Research • Medicine
    A Methodological Approach to Non-invasive Assessments of Vascular Function and Morphology
  • Research • Medicine
    Isolation and Immortalization of Patient-derived Cell Lines from Muscle Biopsy for Disease Modeling
  • Research • Medicine
    State of the Art Cranial Ultrasound Imaging in Neonates
  • Research • Medicine
    Measurement of Dynamic Scapular Kinematics Using an Acromion Marker Cluster to Minimize Skin Movement Artifact
  • Research • Medicine
    The Supraclavicular Fossa Ultrasound View for Central Venous Catheter Placement and Catheter Change Over Guidewire
  • Research • Medicine
    Ultrasound Assessment of Endothelial-Dependent Flow-Mediated Vasodilation of the Brachial Artery in Clinical Research
  • Research • Medicine
    Tracking the Mammary Architectural Features and Detecting Breast Cancer with Magnetic Resonance Diffusion Tensor Imaging
  • Research • Medicine
    A Neuroscientific Approach to the Examination of Concussions in Student-Athletes
  • Research • Medicine
    DTI of the Visual Pathway - White Matter Tracts and Cerebral Lesions
  • Research • Medicine
    Collection, Isolation, and Flow Cytometric Analysis of Human Endocervical Samples
  • Research • Medicine
    Fundus Photography as a Convenient Tool to Study Microvascular Responses to Cardiovascular Disease Risk Factors in Epidemiological Studies
  • Research • Medicine
    A Multi-Modal Approach to Assessing Recovery in Youth Athletes Following Concussion
  • Research • Medicine
    Clinical Assessment of Spatiotemporal Gait Parameters in Patients and Older Adults
  • Research • Medicine
    Multi-electrode Array Recordings of Human Epileptic Postoperative Cortical Tissue
  • Research • Medicine
    Collection and Extraction of Saliva DNA for Next Generation Sequencing
  • Research • Medicine
    Fast and Accurate Exhaled Breath Ammonia Measurement
  • Research • Medicine
    Developing Neuroimaging Phenotypes of the Default Mode Network in PTSD: Integrating the Resting State, Working Memory, and Structural Connectivity
  • Research • Medicine
    Two Methods for Establishing Primary Human Endometrial Stromal Cells from Hysterectomy Specimens
  • Research • Medicine
    Assessment of Vascular Function in Patients With Chronic Kidney Disease
  • Research • Medicine
    Coordinate Mapping of Hyolaryngeal Mechanics in Swallowing
  • Research • Medicine
    Network Analysis of the Default Mode Network Using Functional Connectivity MRI in Temporal Lobe Epilepsy
  • Research • Medicine
    EEG Mu Rhythm in Typical and Atypical Development
  • Research • Medicine
    The Multiple Sclerosis Performance Test (MSPT): An iPad-Based Disability Assessment Tool
  • Research • Medicine
    Isolation and Functional Characterization of Human Ventricular Cardiomyocytes from Fresh Surgical Samples
  • Research • Medicine
    Dynamic Visual Tests to Identify and Quantify Visual Damage and Repair Following Demyelination in Optic Neuritis Patients
  • Research • Medicine
    Primary Culture of Human Vestibular Schwannomas
  • Research • Medicine
    Utility of Dissociated Intrinsic Hand Muscle Atrophy in the Diagnosis of Amyotrophic Lateral Sclerosis
  • Research • Medicine
    Lesion Explorer: A Video-guided, Standardized Protocol for Accurate and Reliable MRI-derived Volumetrics in Alzheimer's Disease and Normal Elderly
  • Research • Medicine
    Pulse Wave Velocity Testing in the Baltimore Longitudinal Study of Aging
  • Research • Medicine
    Isolation, Culture, and Imaging of Human Fetal Pancreatic Cell Clusters
  • Research • Medicine
    3D-Neuronavigation In Vivo Through a Patient's Brain During a Spontaneous Migraine Headache
  • Research • Medicine
    A Novel Application of Musculoskeletal Ultrasound Imaging
  • Research • Medicine
    Computerized Dynamic Posturography for Postural Control Assessment in Patients with Intermittent Claudication
  • Research • Medicine
    Collecting Saliva and Measuring Salivary Cortisol and Alpha-amylase in Frail Community Residing Older Adults via Family Caregivers
  • Research • Medicine
    Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
  • Research • Medicine
    Transcriptomic Analysis of Human Retinal Surgical Specimens Using jouRNAl
  • Research • Medicine
    Improved Protocol For Laser Microdissection Of Human Pancreatic Islets From Surgical Specimens
  • Research • Medicine
    Evaluation of Respiratory Muscle Activation Using Respiratory Motor Control Assessment (RMCA) in Individuals with Chronic Spinal Cord Injury
  • Research • Medicine
    Minimal Erythema Dose (MED) Testing
  • Research • Medicine
    Measuring Cardiac Autonomic Nervous System (ANS) Activity in Children
  • Research • Medicine
    Collecting And Measuring Wound Exudate Biochemical Mediators In Surgical Wounds
  • Research • Medicine
    A Research Method For Detecting Transient Myocardial Ischemia In Patients With Suspected Acute Coronary Syndrome Using Continuous ST-segment Analysis
  • Research • Medicine
    Using a Chemical Biopsy for Graft Quality Assessment
  • Research • Medicine
    Characterizing Exon Skipping Efficiency in DMD Patient Samples in Clinical Trials of Antisense Oligonucleotides
  • Research • Medicine
    In Vitro Assessment of Cardiac Function Using Skinned Cardiomyocytes
  • Research • Medicine
    Normothermic Ex Situ Heart Perfusion in Working Mode: Assessment of Cardiac Function and Metabolism
  • Research • Medicine
    Evaluation of Vascular Control Mechanisms Utilizing Video Microscopy of Isolated Resistance Arteries of Rats
  • Research • Medicine
    Bronchoalveolar Lavage (BAL) for Research; Obtaining Adequate Sample Yield
  • Research • Medicine
    Non-invasive Optical Measurement of Cerebral Metabolism and Hemodynamics in Infants
  • Research • Medicine
    Tilt Testing with Combined Lower Body Negative Pressure: a "Gold Standard" for Measuring Orthostatic Tolerance
  • Research • Medicine
    Driving Simulation in the Clinic: Testing Visual Exploratory Behavior in Daily Life Activities in Patients with Visual Field Defects
  • Research • Medicine
    Isolation, Characterization and Comparative Differentiation of Human Dental Pulp Stem Cells Derived from Permanent Teeth by Using Two Different Methods
  • Research • Medicine
    Portable Intermodal Preferential Looking (IPL): Investigating Language Comprehension in Typically Developing Toddlers and Young Children with Autism
  • Research • Medicine
    Intraoperative Detection of Subtle Endometriosis: A Novel Paradigm for Detection and Treatment of Pelvic Pain Associated with the Loss of Peritoneal Integrity
  • Research • Medicine
    The Use of Primary Human Fibroblasts for Monitoring Mitochondrial Phenotypes in the Field of Parkinson's Disease
  • Research • Medicine
    Collection Protocol for Human Pancreas
  • Research • Medicine
    The α-test: Rapid Cell-free CD4 Enumeration Using Whole Saliva
  • Research • Medicine
    The Measurement and Treatment of Suppression in Amblyopia
  • Research • Medicine
    Corneal Donor Tissue Preparation for Endothelial Keratoplasty
  • Research • Medicine
    Quantification of Atherosclerotic Plaque Activity and Vascular Inflammation using [18-F] Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography (FDG-PET/CT)
  • Research • Medicine
    Eye Tracking Young Children with Autism
  • Research • Medicine
    Doppler Optical Coherence Tomography of Retinal Circulation
  • Research • Medicine
    Utilizing Transcranial Magnetic Stimulation to Study the Human Neuromuscular System
  • Research • Medicine
    Detection and Genogrouping of Noroviruses from Children's Stools By Taqman One-step RT-PCR
  • Research • Medicine
    Method to Measure Tone of Axial and Proximal Muscle
  • Research • Medicine
    The Trier Social Stress Test Protocol for Inducing Psychological Stress
  • Research • Medicine
    Probing the Brain in Autism Using fMRI and Diffusion Tensor Imaging
  • Research • Medicine
    Multifocal Electroretinograms
  • Research • Medicine
    Isolation of Human Islets from Partially Pancreatectomized Patients
  • Research • Medicine
    Examining the Characteristics of Episodic Memory using Event-related Potentials in Patients with Alzheimer's Disease
  • Research • Medicine
    Magnetic Resonance Imaging Quantification of Pulmonary Perfusion using Calibrated Arterial Spin Labeling
  • Research • Medicine
    Manual Muscle Testing: A Method of Measuring Extremity Muscle Strength Applied to Critically Ill Patients
  • Research • Medicine
    Expired CO2 Measurement in Intubated or Spontaneously Breathing Patients from the Emergency Department
  • Research • Medicine
    A Protocol for Comprehensive Assessment of Bulbar Dysfunction in Amyotrophic Lateral Sclerosis (ALS)
  • Research • Medicine
    An Investigation of the Effects of Sports-related Concussion in Youth Using Functional Magnetic Resonance Imaging and the Head Impact Telemetry System
  • Research • Medicine
    Corneal Confocal Microscopy: A Novel Non-invasive Technique to Quantify Small Fibre Pathology in Peripheral Neuropathies
  • Research • Medicine
    Methods to Quantify Pharmacologically Induced Alterations in Motor Function in Human Incomplete SCI
  • Research • Medicine
    Multispectral Real-time Fluorescence Imaging for Intraoperative Detection of the Sentinel Lymph Node in Gynecologic Oncology
  • Research • Medicine
    Technique to Collect Fungiform (Taste) Papillae from Human Tongue
  • Research • Medicine
    Assessing Endothelial Vasodilator Function with the Endo-PAT 2000
  • Research • Medicine
    Making Sense of Listening: The IMAP Test Battery
  • Research • Medicine
    An Experimental Paradigm for the Prediction of Post-Operative Pain (PPOP)
  • Research • Biology
    Bioelectric Analyses of an Osseointegrated Intelligent Implant Design System for Amputees
  • Research • Biology
    Demonstration of Cutaneous Allodynia in Association with Chronic Pelvic Pain
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