Abstract
Nerve preservation is an important issue during most surgery because accidental transection or injury results in significant morbidity, including numbness, pain, weakness, or paralysis. Currently, nerves are still identified only by gross appearance and anatomical location during surgery, without intraoperative image guidance. Near-infrared (NIR) fluorescent light, in the wavelength range of 650-900 nm, has the potential to provide high-resolution, high-sensitivity, and real-time avoidance of nerve damage, but only if nerve-specific NIR fluorophores can be developed. In this study, we evaluated a series of Oxazine derivatives to highlight various peripheral nerve structures in small and large animals. Among the targeted fluorophores, Oxazine 4 has peak emission near into the NIR, which provided nerve-targeted signal in the brachial plexus and sciatic nerve for up to 12 h after a single intravenous injection. In addition, recurrent laryngeal nerves were successfully identified and highlighted in real time in swine, which could be preserved during the course of thyroid resection. Although optical properties of these agents are not yet optimal, chemical structure analysis provides a basis for improving these prototype nerve-specific NIR fluorophores even further.
Keywords: Real-time intraoperative identification, nerve targeting, recurrent laryngeal nerve, contrast agents, targeted agents, near-infrared imaging.
Introduction
Nerve damage during surgery results in significant morbidity and mortality 1-4. Despite advancements in surgical technique and equipment, nerves are currently identified via gross appearance and anatomical location, without intraoperative image guidance. Thin or buried nerves are at high risk for damage. Anatomical variants such as bifurcation, trifurcation, medial or anterior displacement, and non-recurrence are also risk factors for injury 5,6. For example, recurrent laryngeal nerve (RLN) injury in the neck can cause symptoms ranging from hoarseness and aspiration in unilateral injury, to life threatening airway obstruction in the case of bilateral injury 2,7. To minimize such high morbidity and mortality from nerve injury, intraoperative visual identification during complex surgery is of paramount importance.
However, only 3 main classes of nerve-specific molecules have been reported to date, including stilbene derivatives, distyrylbenzene (DSB) fluorophores, and styryl pyridinium (FM) fluorophores 8-11. Among these agents, DSBs such as BMB, GE3082, and GE3111 have been investigated for image-guided nerve surgery 12-14. However, none of these compounds were optimal because of high adsorption and scattering in tissues from the ultraviolet and visible wavelengths required. In addition, due to their intrinsically high lipophilicity and charge, they exhibit high background binding to adipose tissues, thus lowering the signal-to-background ratio (SBR) considerably. Relatively high endogenous tissue autofluorescence in the visible wavelength range also limits the use of these fluorophores in vivo 15.
To overcome these limitations, nerve-specific contrast agents in the near-infrared (NIR) range are desperately needed. Recently, Whitney et al. synthesized peptides that localize to nerve-associated connective tissues 16. They highlighted almost all nerves in the body including motor and sensory nerves, but only after labeling with exogenous fluorophores 16,17. Gustafson et al. developed a NIR fluorophore, which is hydrophilic indocyanine green (ICG) analogue, for peripheral nerve targeting 18. Gibbs et al. investigated the structure-activity relationship of over 200 nerve-specific contrast agents and also screened these molecules for NIR optical properties. Although no NIR agents were obtained, several putative fingerprints for nerve uptake were identified 13. Based on these results, we investigated Oxazine-based chemical structures for simultaneous nerve uptake and NIR fluorescence. Our goal is to develop nerve-specific agents in the NIR range 19, which permits color video and NIR to be acquired simultaneously, thus providing real time image-guidance to surgeons about nerve location.
Materials and Methods
Optical Property Measurements. Oxazine derivatives were obtained from Fisher Scientific Inc. (Pittsburgh, PA) or Sigma-Aldrich (Saint Louis, MO), and BMB was synthesized as described previously 20. Optical measurements were performed at 37°C in phosphate-buffered saline (PBS), pH 7.4 or 100% fetal bovine serum (FBS) buffered with 50 mM HEPES, pH 7.4. Absorbance and fluorescence emission spectra were measured using fiber optic HR2000 absorbance (200-1100 nm) and USB2000FL fluorescence (350-1000 nm) spectrometers (Ocean Optics, Dunedin, FL). A 532 nm green laser pointer (Opcom Inc., Xiamen, China) set to 5 mW and coupled through a 300 µm core diameter, NA 0.22 fiber (Fiberguide Industries, Stirling, NJ) was used to excite fluorophores and avoid spectral overlapping between the laser excitation and fluorescence emission. In silico calculation of the partition coefficient (logD at pH 7.4) was calculated using Marvin and JChem calculator plugins (ChemAxon, Budapest, Hungary). Chemical similarities were calculated by Instant JChem 6.04 using “Chemical Hashed Fingerprint” with the Normalized Euclidean dissimilarity screening configuration (ChemAxon).
NIR Fluorescence Imaging System. The dual-NIR channel FLARE imaging system has been described in detail previously 21-23. In this study, a 670 nm excitation was used at a fluence rate of 4 mW/cm2, with white light (400-650 nm) at 40,000 lx. Color and NIR fluorescence images were acquired simultaneously with custom software at rates up to 15 Hz over a 15 cm diameter field of view. A pseudo-colored lime green was used for NIR fluorescence in the color-NIR merged images. The imaging system was positioned at a distance of 18 inches from the surgical field.
Ex Vivo Nerve-Specific Fluorophore Screening. Sciatic nerves from female Yorkshire pigs were harvested, fixed in 2% paraformaldehyde (PFA), and flash frozen in optimal cutting temperature (OCT) compound using liquid nitrogen. Human sural nerve tissue was provided by the Chonnam National University Medical School in a paraffin block, and swine sciatic nerve was obtained from a Yorkshire pig prior to injecting fluorophores. Nerve tissues were cut in cross section using a cryostat at 10 μm thickness onto positively charged glass slides. Tissue sections were washed once with PBS for 2 min to remove residual OCT. The tissue was then fixed to the slide with 2% PFA for 15 min, followed by washing with PBS (3 x 5 min). A formulation was previously developed for intravenous (IV) administration and was used in the current study to incubate the fluorophores with the nerve tissue 20. All fluorophores were mixed from the 100 mM stock solution into the IV formulation (D5W containing 5% Cremophor EL) at 100 μM and incubated with the washed nerve tissue sections at room temperature for 20 min. Additional IV formulation not containing fluorophore was mixed and used to wash each nerve section twice (5 min per wash) following incubation with the formulated fluorophore. The nerve section was then washed an additional 2 times with PBS (5 min per each), after which coverslips were mounted using Fluoromount-G (Southern Biotech, Birmingham, AL).
NIR fluorescence microscopy for ex vivo nerve tissue slides was performed on a Nikon Eclipse TE300 microscope system as previously described 12,20,24. The microscope was equipped with a 100 W mercury light source, NIR-compatible optics, and a NIR-compatible 4X, 10x, and 20X Plan Fluor objective lens (Nikon, Melville, NY). Images were acquired on an Orca-AG (Hamamatsu, Bridgewater, NJ). Image acquisition and analysis was performed using IPLab software (Scanalytics, Fairfax, VA). A custom filter set (Chroma Technology Corporation, Brattleboro, VT) composed of a 650/44 nm excitation filter, a 675 nm dichroic mirror, and a 710/50 nm emission filter were used for 700 nm NIR imaging, while ET710/75x, T760lpxr, and ET810/90m were used for 800 nm NIR imaging. For BMB, a mercury light source was passed through a 360/50 nm BP excitation filter, a 400 nm LP beam splitter, and a 550/50 nm emission filter.
Animal Models. Animals were housed in an AAALAC-certified facility. Animal studies were performed under the supervision of Beth Israel Deaconess Medical Center's Institutional Animal Care and Use Committee (IACUC) in accordance with approved institutional protocols (#101-2011 for rodents and #046-2010 for pigs). Male CD-1 mice weighing ≈ 25 g and Sprague-Dawley rats weighing ≈ 250 g (Charles River Laboratories, Wilmington, MA) were anesthetized with 100 mg/kg ketamine and 10 mg/kg xylazine intraperitoneally (Webster Veterinary, Fort Devens, MA). Female Yorkshire pigs (E.M. Parsons and Sons, Hadley, MA) averaging 37 kg were induced with 4.4 mg/kg intramuscular Telazol (Fort Dodge Labs, Fort Dodge, IA), intubated, and maintained with 2% isoflurane (Baxter Healthcare Corp., Deerfield, IL). Following anesthesia, electrocardiogram, heart rate, pulse oximetry, and body temperature were monitored throughout surgery. The number of animals (N) used for each targeting and imaging experiment was 5.
Intraoperative Nerve-Targeting and Imaging. For intravenous (IV) injection, each fluorophore was dissolved in D5W containing 5% Cremophor EL at a 2 mM concentration. Initial in vivo screening occurred in Sprague Dawley rats by injecting 1 µmol of each fluorophore based on our previous study of BMB (Supplementary Material: Supplementary Methods) 20. For kinetic and dose-response studies, 50 - 400 nmol of Oxazine 4 was injected intravenously into CD-1 mice and measurements taken over 24 h (N = 5 per dose and time point). Control images were acquired prior to injecting NIR fluorophores. The fluorescence signal in nervous tissues and signal-to-background ratio (SBR) compared to neighboring muscle (Mu) was obtained over the period of imaging. For the large animal study, the optimal dose found in mice (200 - 400 nmol per mouse) was used in pigs by scaling to body surface area 25,26. 20 - 40 µmol (0.17 - 0.34 mg/kg) of Oxazine 4 was injected intravenously into Yorkshire pigs and the fluorescence images of recurrent laryngeal nerve (RLN), brachial plexus (BP), and sciatic nerve (SN) were observed in real time using the FLARE imaging system up to 4 h post-injection (N = 5 subjects).
Quantitation and Statistical Analysis. The fluorescence intensity (FI) and background (BG) intensity of a region of interest (ROI) over each nerve/tissue were calculated and quantified using custom FLARE software. The FI of the RLN, BP, and SN at the optimal dose and time point were quantified to measure tissue-specific targeting. Adjacent tissues such as trachea (Tr), thyroid (Th), tracheoesophageal groove (TEG), muscle (Mu), and adipose tissue (Ad) were used as background to calculate the SBR of RLN, BP, and SN in pigs. Statistical analysis was carried out using a one-way ANOVA followed by Tukey's multiple comparisons test. Results were presented as mean ± S.D. and curve fitting was performed using Prism version 4.0a software (GraphPad, San Diego, CA).
Hematoxylin and Eosin (H&E) Histology and Immunohistochemistry (IHC). RLN, BP, and SN were extracted from rats and pigs 4 h post-injection and placed in 2% paraformaldehyde for 30 min before mounting in Tissue-Tek OCT compound (Fisher Scientific, Pittsburgh, PA) and flash-freezing in liquid nitrogen. Frozen samples were cryosectioned (10 µm per slice); 1 slide was stained with H&E and consecutive sections were used for fluorescence microscopy and IHC. For IHC, rabbit anti-myelin basic protein (MBP; #ab53294, Abchem) and goat anti-rabbit IRDye 800CW (#827-08365, Li-Cor) were used to visualize myelin sheath. NIR fluorescence microscopy was performed as described above for the ex vivo assay, where Oxazine 4 and MBP antibody were imaged by 700 nm and 800 nm NIR channels, respectively.
Results
Chemical and Optical Properties. As shown in Fig. 1, a series of symmetric Oxazine derivatives having cationic pendant groups were explored for nerve-specific targeting ex vivo and in vivo. BMB (ultraviolet excitation, visible emission) was used as a positive control. Oxazine 1 and Oxazine 4 have relatively high extinction coefficients (> 140,000 M-1cm-1) and a moderate Stokes shift (> 17 nm) in 100% serum, pH 7.4 (Table 1 and Supplementary Material: Fig. S1). The logD at pH 7.4 of BMB, Oxazine 170, and Oxazine 750 are higher than 3.5, while Oxazine 1 and Rhodamine 800 had values less than 1. The logD at pH 7.4 of Oxazine 4 is 3.38 with a MW of 395.84 (Table 1 and Supplementary Material: Fig. S1).
Table 1.
Fluorophore | MW (Da) |
LogD, pH 7.4 |
PSA (Å2) |
HBD/ HBA |
Rotat. Bonds | λ (M-1cm-1) |
Abs (nm) |
Em (nm) |
SBR | |
---|---|---|---|---|---|---|---|---|---|---|
Ex vivo | In vivo | |||||||||
BMB | 364.06 | 4.84 | 61.27 | 2/3 | 5 | 52,800 | 397 | 498 | + | + |
Oxazine 1 | 423.89 | 0.33 | 27.84 | 0/3 | 5 | 196,000 | 655 | 670 | - | - |
Oxazine 4 | 395.84 | 3.38 | 47.59 | 2/3 | 3 | 143,000 | 616 | 635 | ++ | +++ |
Oxazine 170 | 431.87 | 3.94 | 47.59 | 2/3 | 3 | 69,000 | 625 | 650 | + | + |
Oxazine 750 | 469.92 | 4.67 | 38.80 | 1/3 | 1 | 44,000 | 676 | 684 | + | - |
Rhodamine 800 | 495.95 | 0.43 | 39.27 | 0/3 | 0 | 68,000 | 697 | 710 | + | - |
MW = molecular weight; PSA = polar surface area; HBD/HBA = H bond donors/acceptors; Rotat. Bonds = rotational bonds; λ = extinction coefficient; Abs = peak absorbance; Em = peak emission. The SBR of each nerve relative to the neighboring adipose tissue was quantified and labeled as -, < 1; +, 1 to 2; ++, 2 to 3; and +++, > 3.
Ex Vivo Nerve-Specific Fluorophores Screening. BMB, Oxazine 1, Oxazine 4, Oxazine 170, Oxazine 750, and Rhodamine 800 fluorophores were screened for nerve-specific fluorescence and undesired adipose uptake using cross sections of pig sciatic nerve (Supplementary Material: Fig. S2) and human sural nerve tissue (Fig. 2a). Fluorescence images of Oxazine derivatives were compared with the previously identified nerve-specific fluorophore BMB (positive control). Oxazine 4, Oxazine 750, and Rhodamine 800 fluorophores exhibited strong fluorescence signal throughout the cross-sectioned nerve fascicle, while Oxazine 1 and 170 showed weak nerve-specific fluorescence signal. Although the positive control BMB represented relatively high fluorescence in the nerve, the signal in epineurium and adipose tissues was even higher than the target signal (SBR < 1.0). From this ex vivo nerve-specific screening Oxazine 4, Oxazine 750, and Rhodamine 800 were identified as the potential candidates for high performance in vivo.
In Vivo Nerve-Specific Fluorophores Screening. Initial screening of fluorophore performance in vivo utilized a single intravenous injection of BMB and Oxazine derivatives at a dose of 1 µmol in 250 g SD rats 4 h prior to imaging (Fig. 2b). To compare the difference between ex vivo and in vivo results, all fluorophores used in ex vivo screening were examined in vivo in the rat brachial plexus and sciatic nerve assays. Oxazine 4 showed the highest nerve-specific fluorescence signal and the lowest background (muscle and adipose tissue) fluorescence signal compared to other molecules and BMB. Although Oxazine 1 showed no nerve fluorescence by the ex vivo nerve screening assay, it did have a weak signal in the vicinity of nerve, but could also have been caused by high adipose tissue uptake. Based on these data, Oxazine 4 was chosen for further study.
Kinetics of Oxazine 4 Nerve Targeting in CD-1 Mice. To determine the time of peak SBR, we injected 100 nmol (1.6 mg/kg) of Oxazine 4 into mice and sacrificed N = 5 per time point. The fluorescence signal in the BP and SN was bright enough by 1 h post-injection, however, the SBR was low because of high background signal from the salivary gland, adjacent muscle, adipose tissue, and skin. The highest SBR ≈ 3.0 was achieved at 4 h post-intravenous injection, at which point surrounding background signal had decreased significantly (*P < 0.05). Oxazine 4 uptake was higher in the brachial plexus compared to sciatic nerve, of which signal retained up to 12 h. The background signal completely diminished after 24 h of a single IV injection, but the fluorescence signal in nervous tissues also decayed over time (Fig. 3a).
Dose-Dependence of Oxazine 4 Nerve Targeting in CD-1 Mice. Dose-dependent optimization was investigated at 4 h post-injection. As shown in Fig. 3b, the fluorescence signals in the BP and SN were proportional to the injected dose in the range of 50 - 400 nmol per mouse (0.8 - 6.3 mg/kg). The minimal dose used to highlight peripheral nerves was 50 nmol, however, a significant increase in nerve signals was found when injected with 200 nmol of Oxazine 4 (**P < 0.01 for BP and *P < 0.05 for SN). Although the maximum nerve signal was obtained with the IV injection of 400 nmol Oxazine 4, the background signals in the surrounding muscle and adipose tissues were significantly increased as well. Therefore, no significant differences were observed in the SBR of BP and SN between the dose of 200 nmol and 400 nmol (P > 0.05).
Optimal Nerve Targeting Using Oxazine 4 in SD Rats. The BP and SN were clearly identified and highlighted after a single intravenous injection of Oxazine 4 in CD-1 mice. However, branched peripheral nerves are not identified because of difficulty in visual identification. To find out branched nerves in small animals, we injected 1 µmol of Oxazine 4 intravenously into SD rats 4 h prior to imaging based on the optimized condition in Fig. 3. As indicated by arrowheads, small branches of main nerves including BP and SN could be identified in the fluorescence images that could not be distinguished visually using color video (Fig. 4a). In addition, the nervous structure was confirmed by IHC using an anti-myelin basic protein (MBP) antibody. MBP is a major component of multilayered myelin sheath and interact with the lipids in the myelin membrane 14,27. As shown in Fig. 4b, Oxazine 4 colocalizes with the myelinated sheath within the fascicle, which was stained by the MBP antibody.
Oxazine 4 Nerve Targeting in Large Animals. Various sites of important peripheral nerves were surgically exposed and imaged with Channel 1 (≈ 700 nm) of the FLARE imaging system at 5, 15, 30, 60, 120, 180, and 240 min post-injection (Fig. 5). In the pre-injection images, RLN, BP, and SN show almost no autofluorescence, however, thyroid (Th) shows relatively high autofluorescence. Since the RLN is usually located in the tracheoesophageal groove (TEG), the SBR between nerves and adjacent tissues such as trachea, TEG, and Th is the key determinant for preserving the RLN during surgery. The fluorescence signal in the RLN was relatively high by 30 min post-injection, however, excessive signals remained in the surrounding tissues. Therefore, the maximal SBR was achieved 3 h post-injection (Fig. 5a). This time span should be enough to identify thin and buried RLNs and avoid nerve damage during thyroidectomy in real time. On the other hand, BP and SN were relatively easily identified at early time points, and the maximal SBR for BP and SN was achieved at 1 h and 2 h post-injection, respectively. As shown in Fig. 5b, the signals in nervous tissue retained up to 4 h post-injection. In order to see the reliability of intraoperative RLN mapping for thyroid patients who get reoperation after thyroidectomy, we removed thyroid and observed RLN and surrounding tissues (Fig. 5b). The absence of thyroid improved the identification of RLN in real time, and the SBR of RLN with neighboring tissue was higher than 1.0. Additionally, nerves were resected and cryosectioned for H&E and fluorescence microscopy. As shown in Fig. 5c, NIR fluorescence microscopic images confirm bright fluorescence signal throughout the nerve, which indicates the entire endoneurium surrounding individual axon and myelinated fibers within the fascicle could be stained by the single intravenous injection of Oxazine 4.
Quantitative Structure-Activity Relationships (QSAR). Based on the QSAR screening and chemical group fingerprinting of BMB 13, we compared the 5 positive fingerprints with our new nerve-targeting fluorophores. Among the series, Oxazine 4 met the basic requirement of a balanced para configuration of the core (Supplementary Material: Fig. S4; 13). In addition, Oxazine 4 showed the highest similarity with the 5 highest ranked fingerprints except for BMB. As shown in Fig. 6, when compared to the chemical structure of BMB and its constituent groups, Oxazine 4 also ranked top in most cases. Rhodamine 800 scored higher for some fragments, but its uptake in nerve was low because of its low logD at pH 7.4 (0.43). Conversely, Oxazine 170 and Oxazine 750, which have high logD at pH 7.4 values (3.94 and 4.67, respectively) showed strong adipose uptake both ex vivo and in vivo.
Discussion
Image-guided surgery is now in routine clinical use to improve surgical fields by using interventional MRI, ultrasound, and electrophysiological recordings. However, limitations remain in regard to visualizing and guiding thin or buried nerves due to the lack of nerve-specific imaging 28. Most recently, Tsien and colleagues made a significant improvement in nerve-specific targeting and imaging, where an engineered peptide FAM-NP41 was used to label in vivo animal nerves and resected human RLN with relatively high affinity 16. Since small molecules are about 10-1000 fold smaller than peptides and proteins, however, they will need at least 10-fold less dosage if the affinity is identical. It should be noted that the optimal dose of the molecules we describe in this study is 10-50 fold lower than previously described nerve-specific fluorophores 11-13,16 and corresponds to a human equivalent dose of only 0.25 mg/kg 25,26, which is consistent with the clinically-approved dose of the NIR fluorophore indocyanine green (ICG). Importantly, at this dose range, Oxazine 4 does not stain the central nervous system, and did not show apparent impairment of motor function and sensory integrity during the 24 h post-injection (data not shown).
Furthermore, the modification of physicochemical properties of small molecules is relatively easy for real-time image guided surgery 29. To develop an ideal nerve-specific contrast agent for image-guided surgery, we need to consider the following criteria: 1) logD at pH 7.4 between 0.5 to 3 and molecular weight < 500 Da to maximize blood-nerve-barrier (BNB) penetration, 2) excitation and emission wavelengths in the NIR window, and 3) prolonged retention in the nerve tissue 30. To the best of our knowledge, Oxazine 4 is the first small molecule described to date that closely meets all criteria. Based on its chemical similarity to BMB, Oxazine 4 likely targets myelin or a closely associated molecule. Nonetheless, it should be considered a prototype molecule because the optical property of Oxazine 4 is not in the true NIR window. Additionally, biodistribution and clearance should be considered because they mediate the fate of contrast agents in vivo such as how long after intravenous injection a contrast agent reaches peak SBR, and how long the signal lasts. The nerve-specific signals may vary depending on the species because of different biodistribution, metabolism, and pharmacokinetics. However, the pharmacokinetic data presented in both small and large animals suggest that nerve penetration is rapid, blood and tissue clearance is rapid, yet retention in nerves is strong enough to permit an SBR > 1 for 3-4 hours, which is good enough for complicated nerve surgery. After optimizing the optical and chemical properties described above, attention will need to be turned to nerve affinity. Increasing affinity will further improve nerve retention while also increasing signal strength and the imaging period.
In summary, near-infrared fluorescent, nerve-specific small molecules could be considered the Holy Grail in the field of image-guided surgery. Although our work does not conclude the quest, it lays the foundation for another push towards the goal by helping surgeons to avoid nerve damage on a patient-specific basis.
Supplementary Material
Acknowledgments
We thank Rita G. Laurence for assistance with animal surgery, David Burrington, Jr. for editing, and Eugenia Trabucchi for administrative assistance. This study was supported by the following grants from the National Institutes of Health: NCI BRP grant #R01-CA-115296 (JVF), NIBIB grant #R01-EB-010022 (JVF and HSC), and NIBIB grant #R01-EB-011523 (HSC and JVF), and a grant from the Dana Foundation in Brain and Immuno-Imaging (HSC). The content expressed is solely the responsibility of the authors and do not necessarily represent the official views of the National Institutes of Health.
References
- 1.Cohen AJ, Katz MG, Katz R, Mayerfeld D, Hauptman E, Schachner A. Phrenic nerve injury after coronary artery grafting: is it always benign? Ann Thorac Surg. 1997;64:148–53. doi: 10.1016/s0003-4975(97)00288-9. [DOI] [PubMed] [Google Scholar]
- 2.Chaudhary IA. et al. Recurrent laryngeal nerve injury: an experience with 310 thyroidectomies. J Ayub Med Coll Abbottabad. 2007;19:46–50. [PubMed] [Google Scholar]
- 3.Clough RW, Neese SL, Sherill LK, Tan AA, Duke A, Roosevelt RW. et al. Cortical edema in moderate fluid percussion brain injury is attenuated by vagus nerve stimulation. Neuroscience. 2007;147:286–93. doi: 10.1016/j.neuroscience.2007.04.043. [DOI] [PubMed] [Google Scholar]
- 4.Shi C, Flanagan SR, Samadani U. Vagus nerve stimulation to augment recovery from severe traumatic brain injury impeding consciousness: a prospective pilot clinical trial. Neurol Res. 2013;35:263–76. doi: 10.1179/1743132813Y.0000000167. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Lang BH, Lo CY, Chan WF, Lam KY, Wan KY. Staging systems for papillary thyroid carcinoma: a review and comparison. Ann Surg. 2007;245:366–78. doi: 10.1097/01.sla.0000250445.92336.2a. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Snyder SK, Lairmore TC, Hendricks JC, Roberts JW. Elucidating mechanisms of recurrent laryngeal nerve injury during thyroidectomy and parathyroidectomy. J Am Coll Surg. 2008;206:123–30. doi: 10.1016/j.jamcollsurg.2007.07.017. [DOI] [PubMed] [Google Scholar]
- 7.Myssiorek D. Recurrent laryngeal nerve paralysis: anatomy and etiology. Otolaryngol Clin North Am. 2004;37:25–44. doi: 10.1016/S0030-6665(03)00172-5. [DOI] [PubMed] [Google Scholar]
- 8.Wu C, Wei J, Tian D, Feng Y, Miller RH, Wang Y. Molecular probes for imaging myelinated white matter in CNS. J Med Chem. 2008;51:6682–8. doi: 10.1021/jm8003637. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Wu C, Tian D, Feng Y, Polak P, Wei J, Sharp A. et al. A novel fluorescent probe that is brain permeable and selectively binds to myelin. J Histochem Cytochem. 2006;54:997–1004. doi: 10.1369/jhc.5A6901.2006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Stankoff B, Wang Y, Bottlaender M, Aigrot MS, Dolle F, Wu C. et al. Imaging of CNS myelin by positron-emission tomography. Proc Natl Acad Sci U S A. 2006;103:9304–9. doi: 10.1073/pnas.0600769103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Meyers JR, MacDonald RB, Duggan A, Lenzi D, Standaert DG, Corwin JT. et al. Lighting up the senses: FM1-43 loading of sensory cells through nonselective ion channels. J Neurosci. 2003;23:4054–65. doi: 10.1523/JNEUROSCI.23-10-04054.2003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Gibbs-Strauss SL, Vooght C, Fish KM, Nasr KA, Siclovan TM, Barnhardt NE. et al. Molecular imaging agents specific for the annulus fibrosus of the intervertebral disk. Mol Imaging. 2010;9:128–40. [PubMed] [Google Scholar]
- 13.Gibbs SL, Xie Y, Goodwill HL, Nasr KA, Ashitate Y, Madigan VJ. et al. Structure-activity relationship of nerve-highlighting fluorophores. PLoS One. 2013;8:e73493. doi: 10.1371/journal.pone.0073493. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Cotero VE, Siclovan T, Zhang R, Carter RL, Bajaj A, LaPlante NE. et al. Intraoperative fluorescence imaging of peripheral and central nerves through a myelin-selective contrast agent. Mol Imaging Biol. 2012;14:708–17. doi: 10.1007/s11307-012-0555-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Nakayama A, Bianco AC, Zhang CY, Lowell BB, Frangioni JV. Quantitation of brown adipose tissue perfusion in transgenic mice using near-infrared fluorescence imaging. Mol Imaging. 2003;2:37–49. doi: 10.1162/15353500200303103. [DOI] [PubMed] [Google Scholar]
- 16.Whitney MA, Crisp JL, Nguyen LT, Friedman B, Gross LA, Steinbach P. et al. Fluorescent peptides highlight peripheral nerves during surgery in mice. Nat Biotechnol. 2011;29:352–6. doi: 10.1038/nbt.1764. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Wu AP, Whitney MA, Crisp JL, Friedman B, Tsien RY, Nguyen QT. Improved facial nerve identification with novel fluorescently labeled probe. The Laryngoscope. 2011;121:805–10. doi: 10.1002/lary.21411. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Gustafson TP, Yan Y, Newton P, Hunter DA, Achilefu S, Akers WJ. et al. A NIR dye for development of peripheral nerve targeted probes. Med Chem Commun. 2012;3:685–90. doi: 10.1039/C2MD00297C. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Vahrmeijer AL, Hutteman M, van der Vorst JR, van de Velde CJ, Frangioni JV. Image-guided cancer surgery using near-infrared fluorescence. Nat Rev Clin Oncol. 2013;10:507–18. doi: 10.1038/nrclinonc.2013.123. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Gibbs-Strauss SL, Nasr KA, Fish KM, Khullar O, Ashitate Y, Siclovan TM. et al. Nerve-highlighting fluorescent contrast agents for image-guided surgery. Mol Imaging. 2011;10:91–101. [PMC free article] [PubMed] [Google Scholar]
- 21.Troyan SL, Kianzad V, Gibbs-Strauss SL, Gioux S, Matsui A, Oketokoun R. et al. The FLARE intraoperative near-infrared fluorescence imaging system: a first-in-human clinical trial in breast cancer sentinel lymph node mapping. Ann Surg Oncol. 2009;16:2943–52. doi: 10.1245/s10434-009-0594-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Gioux S, Kianzad V, Ciocan R, Gupta S, Oketokoun R, Frangioni JV. High-power, computer-controlled, light-emitting diode-based light sources for fluorescence imaging and image-guided surgery. Mol Imaging. 2009;8:156–65. [PMC free article] [PubMed] [Google Scholar]
- 23.Ashitate Y, Stockdale A, Choi HS, Laurence RG, Frangioni JV. Real-time simultaneous near-infrared fluorescence imaging of bile duct and arterial anatomy. J Surg Res. 2012;176:7–13. doi: 10.1016/j.jss.2011.06.027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Ashitate Y, Kim SH, Tanaka E, Henary M, Choi HS, Frangioni JV. et al. Two-wavelength near-infrared fluorescence for the quantitation of drug antiplatelet effects in large animal model systems. J Vasc Surg. 2012;56:171–80. doi: 10.1016/j.jvs.2011.11.058. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Kelley KW, Curtis SE, Marzan GT, Karara HM, Anderson CR. Body surface area of female swine. J Anim Sci. 1973;36:927–30. doi: 10.2527/jas1973.365927x. [DOI] [PubMed] [Google Scholar]
- 26.Reagan-Shaw S, Nihal M, Ahmad N. Dose translation from animal to human studies revisited. Faseb J. 2008;22:659–61. doi: 10.1096/fj.07-9574LSF. [DOI] [PubMed] [Google Scholar]
- 27.Deber CM, Reynolds SJ. Central nervous system myelin: structure, function, and pathology. Clin Biochem. 1991;24:113–34. doi: 10.1016/0009-9120(91)90421-A. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Peters TM. Image-guidance for surgical procedures. Phys Med Biol. 2006;51:R505–40. doi: 10.1088/0031-9155/51/14/R01. [DOI] [PubMed] [Google Scholar]
- 29.Cotero VE, Siclovan T, Zhang R, Carter RL, Bajaj A, LaPlante NE. et al. Intraoperative fluorescence imaging of peripheral and central nerves through a myelin-selective contrast agent. Mol Imaging Biol. 2012;14:708–17. doi: 10.1007/s11307-012-0555-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Pajouhesh H, Lenz GR. Medicinal chemical properties of successful central nervous system drugs. NeuroRx. 2005;2:541–53. doi: 10.1602/neurorx.2.4.541. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.