Abstract
Platelets play a prominent role in multiple diseases, in particular arterial and venous thrombosis and also in atherosclerosis and cancer. To advance the in vivo study of the biological activity of this cell type from a basic experimental focus to a clinical focus, new translatable platelet-specific molecular imaging agents are required. Herein, we report the development of a near-infrared fluorescence probe based upon tirofiban, a clinically approved small-molecule glycoprotein IIb/IIIa inhibitor (GPIIb/IIIa). Through in vitro experiments with human platelets and in vivo ones in a murine model of deep-vein thrombosis, we demonstrate the avidity of the generated probe for activated platelets, with the added benefit of a short blood half-life, thereby enabling rapid in vivo visualization within the vasculature.
Keywords: near-infrared fluorescence, platelets, in vivo imaging, thrombosis, glycoprotein IIb/IIIa
Graphical Abstract
Platelets play a critical hemostatic role in the prevention of blood loss after injury, initially adhering to the damaged endothelium where they become activated, enabling aggregation and formation of a hemostatic plug, which is subsequently strengthened by fibrin deposition and cross-linking. While this process is lifesaving under conditions of trauma, under pathological conditions, exaggerated platelet-driven thrombosis is a direct cause of significant cardiovascular morbidity and mortality. Most commonly, platelet adhesion, activation, and aggregation are caused as a result of disrupted endothelium, as is observed in the setting of atherosclerotic plaque rupture in myocardial infarction and stroke or following endothelial activation as found in deep-vein thrombosis (DVT).1,2 Activated platelets are also increasingly recognized for their pathophysiologic role in cancer, where they promote tumorigenesis, angiogenesis, and metastasis.3
Although platelets may be activated through a number of different pathways, including thrombin- and collagen-mediated mechanisms, each converges upon a shared pathway, which results in the upregulation of integrins, leading to increased interactions between platelets, platelets and other cell types, and platelets and the extracellular matrix.4 Of these receptors, P-selectin and glycoprotein IIb/IIIa (GPIIb/IIIa) are the most abundant, with the GPIIb/IIIa receptor being further exposed under conditions of thrombosis and platelet activation.5 The former is responsible for the interactions between platelets, leukocytes, and endothelial cells, while the latter is the driving force behind platelet aggregation. Other integrins, including α2β1, α5β1, α6β1, and αvβ3, are responsible for the binding of platelets to collagen, fibronectin, laminin, and vitronectin, respectively.
The ability to characterize activated platelets in vivo at cellular-level resolution through intravital microscopy (IVM) of the fluorescently labeled cells allows for assessment of their response to a variety of disease states.6 Historically, clinically translatable molecular imaging approaches for platelets have utilized nuclear imaging, ultrasound (US), or magnetic resonance imaging (MRI). However, these noninvasive approaches lack the ability to detect platelets at high resolution. In contrast, imaging at the microscopic level is feasible through fluorescence imaging, but new imaging agents are required beyond the previously detailed examples utilizing long-circulating antibodies.7–10 In addition, for translation to human coronary artery disease, near-infrared fluorescence (NIRF) molecular imaging enables high-resolution, clinical-type imaging through intravascular NIRF catheters.11,12 Fluorescence imaging thus offers a bench-to-bedside opportunity for platelet-targeted molecular imaging.13
To more rapidly translate our NIRF molecular imaging efforts of platelets into the clinical arena, instead of investigating de novo targeting ligands for the detection of activated platelets, we re-engineered compounds clinically used for the prevention of platelet aggregation, namely, GPIIb/IIIa inhibitors, molecules that block the final common pathway of platelet aggregation.2 We initially considered all three clinical GPIIb/IIIa agents, including the human–murine chimeric monoclonal antibody Fab fragment abciximab, with a dissociation constant (Kd) of 5 nM; the small-molecule tirofiban RGD mimetic, with a Kd of 15 nM; and the heptapeptide RGD mimetic eptifibatide, with a Kd of 120 nM.14 A near-infrared fluorophore-labeled probe should possess a short blood half-life to enable rapid in vivo investigation of the platelet activation status and would induce only a negligible impact on platelet aggregation. Tirofiban was ultimately chosen for this study, as the high affinity, low dissociation constant, and prolonged antiplatelet effect of abciximab decrease its attractiveness as a diagnostic imaging agent. Additionally, tirofiban, compared to eptifibatide, shows similar pharmacokinetics, yet tirofiban possesses an eightfold greater affinity for the target receptors on platelets. Previously, polyethylene glycol (PEG)-modified analogues of tirofiban were investigated for their capabilities as cryoprotective agents for the storage of frozen platelets.15 These prior studies demonstrated that depending upon the polymer’s size appended to the parent molecule, the alkyl chain adjacent to the sulfonamide group in tirofiban could readily be replaced with the molecule, retaining its ability to prevent platelet aggregation.
RESULTS AND DISCUSSION
Probe Design and Synthesis.
We set out to synthesize a novel tirofiban analogue bearing a near-infrared fluorophore spatially separated with a discrete PEG linker, in an attempt to ensure that the sterically bulky dye did not affect the binding affinity of the drug moiety. Using a modification of the synthetic strategy initially developed by Chung et al.,16 we replaced the alkyl chain in the parent molecule with benzoic acid, enabling a conjugatable handle for further modification (Scheme 1). Reduction of carboxylic acid 1 with lithium aluminum hydride afforded piperidinyl butanol 2, the secondary amine of which was subsequently protected, allowing for bromination of the alcohol 3 with CBr4 in the presence of PPh3 to give compound 4. This intermediate was then used to alkylate N-benzyloxycarbonyl-O-tert-butyl-l-tyrosine to provide fully protected 5. Cbz deprotection and sulfonylation of the resulting free amine 6 with 4-(chlorosulfonyl)benzoic acid gave the modified tirofiban analogue 7.
Concomitant with the ligand synthesis, we generated a NIR fluorophore-labeled PEG6 bearing a terminal amine. Using a modification of the high-yielding, one-pot synthesis previously described by us for the synthesis of symmetric cyanine dyes,17 we synthesized CyAl5.5 in 29% yield. To the succinimidyl ester of this dye was subsequently conjugated t-Boc-N-amido-PEG6-amine, which was further deprotected to give the CyAl5.5-N-amido-PEG6-amine. The final conjugation of the PEG-modified dye to 7 was hindered by the poor reactivity of the carboxylic acid moiety on the ligand. We attempted this amide bond formation in one step using 1-ethyl-3-(3-dimethylaminopropyl)carbodiimide, N-ethoxycarbonyl-2-ethoxy-1,2-dihydroquinoline, or benzotriazol-1-yl-oxytripyrro-lidinophosphonium hexafluorophosphate in the presence of a base or via the formation and subsequent reaction of the succinimidyl ester of 7, each with negligible yields. Ultimately, conjugation was afforded by activation of the carboxylic acid with 2-(1H-benzotriazol-1-yl)-1,1,3,3-tetramethyluronium hexafluorophosphate to give the penultimate product in 28% yield, which was then deprotected with trifluoroacetic acid in dichloromethane to give the final imaging agent, TIRO-CyAl5.5.
In Vitro Binding of TIRO-CyAl5.5 to Human Platelets.
In vitro validation of binding and imaging efficacy was accomplished using human platelet suspensions. The platelets were incubated with TIRO-CyAl5.5 and free CyAl5.5 or were pre-incubated with the clinically utilized GPIIb/IIIa inhibitor tirofiban to induce a blockade of the receptors and were pelleted and imaged using fluorescence reflectance imaging (FRI).18 As is shown in Figure 1, the fluorescence signal (target-to-background ratio, TBR) for the TIRO-CyAl5.5 was twofold higher than that of free CyAl5.5 (TBR 4.23 ± 1.03 vs 2.13 ± 0.38, P < 0.05), while pre-incubation with unlabeled tirofiban diminished the binding of TIRO-CyAl5.5 in a dose-dependent manner (TBR 3.09 ± 0.63 for molar equivalent dose, 2.14 ± 0.59 and 2.09 ± 0.43 for 10-fold excess and 100-fold excess, respectively, Figure 1). Interestingly, unconjugated CyAl5.5 slightly bound with platelets, as demonstrated by its baseline NIRF signal enhancement, possibly attributable to nonspecific binding under in vitro conditions without blood flow. Altogether, these results suggest that TIRO-CyAl5.5 binds specifically to the GPIIb/IIIa receptor, similar to unlabeled tirofiban, demonstrating that any structural changes induced by the modification of the parent compound do not significantly hinder its capabilities as a platelet-targeted imaging agent.
Plasma Elimination Half-Life and In Vivo Biodistribution Studies of TIRO-CyAl5.5.
Initial in vivo experimentation focused upon the determination of the plasma elimination half-life for TIRO-CyAl5.5, as rapid blood pool clearance is necessary for intravascular NIRF imaging applications in the cardiac catheterization laboratory, where patients would be injected with molecular imaging agents during the procedure. In these experiments (Figure 2), the imaging agent TIRO-CyAl5.5 was delivered via a 10 nmol/kg intravenous bolus into naïve C57BL/6J mice (N = 6); serial blood collection was accomplished via the carotid artery, and the NIRF signal was measured via FRI. As anticipated, the blood pool NIRF signal decreased rapidly, revealing a relatively short blood half-life of 5.65 min (95% CI, 4.54–7.47).
We next assessed the biodistribution of the agent, as compared to that of the free dye, in a model of FeCl3-induced venous thrombosis.19 This model has been utilized extensively to elicit platelet-rich thrombi via the chemical-induced injury of the vascular endothelium and subsequent recruitment and aggregation of activated platelets (CD41 staining, Figure S2).20–23 TIRO-CyAl5.5 or CyAl5.5 was injected into its respective cohort of mice and allowed to circulate for 30 min prior to sacrifice. The organs were removed, and the fluorescence TBR for each organ was determined by FRI. While the NIRF signal from the lung, liver, and kidney demonstrated significant accumulation of both TIRO-CyAl5.5 and CyAl5.5, the localization to the jugular vein thrombus for the TIRO-CyAl5.5 was almost threefold higher than that of the free dye (Figure 3).
TIRO-CyAl5.5 Enables In Vivo Detection of Platelet-Rich Thrombi.
In vivo detection of platelets was next investigated using the FeCl3-induced femoral DVT model. To enable high-resolution imaging of the thrombus, intravital fluorescence microscopy (IVFM) was utilized in conjunction with a fluorescein conjugate of high-molecular weight dextran to render a fluorescence angiogram of the vessel (Figure 4). In the femoral vein, the fluorescein signal demarcates the vessel lumen, with filling defects demonstrating the outline of thrombi. Initial investigations assessed the most appropriate time to conduct the subsequent determination of targeting efficiency, with 30 min chosen to be ideal based on visual assessment of the thrombus TBR signal (Figure S1). Using this time point, we then compared the platelet thrombus imaging capabilities of TIRO-CyAl5.5 to those of free CyAl5.5 with pre-treatment with a 2500-fold excess of unmodified tirofiban before the injection of TIRO-CyAl5.5. Thrombus TBR ratios were calculated for each of the conditions, with the targeted agent TIRO-CyAl5.5 demonstrating a TBR of 1.9 ± 0.2, which was reduced to 1.3 ± 0.1 (P < 0.05) in the competitive blocking group. The free dye (CyAl5.5) exhibited a TBR of 0.9 ± 0.1 in vivo, showing minimal nonspecific binding to platelet-rich thrombi (Figure 4D, P < 0.001).
Effect of TIRO-CyAl5.5 on Thrombus Length and Volume.
To assess the potential therapeutic effect on thrombus formation by TIRO-CyAl5.5, which is to be avoided for diagnostic imaging agents, the size of the venous thrombi after injection of the agents was calculated for the TIRO-CyAl5.5 and PBS groups. TIRO-CyAl5.5 was given at the imaging dose of 10 nmol/kg of body weight, which is approximately sixfold less than the previously reported murine therapeutic dose of tirofiban.21
Anatomical analyses exhibited no significant changes in thrombus length or area between groups (length, 2.02 ± 0.08 vs 1.95 ± 0.12 mm, P > 0.05; area, 0.24 ± 0.01 vs 0.26 ± 0.03 mm2, P > 0.05, Figure 5), demonstrating that TIRO-CyAl5.5 did not induce a significant anti-thrombotic therapeutic effect in vivo. Immunofluorescent staining of the thrombi further validated the co-localization of our fluorescent probe to platelets (Figure 6). In contrast, there was little intra-thrombus accumulation either in the control group receiving excess tirofiban to elicit the blocking of GPIIb/IIIa or in the group receiving the free dye (CyAl5.5). While these blocking studies do not preclude the imaging agent binding to other positions on the platelet, given the GPIIb/IIIa-specific nature of the tirofiban molecule,24 the abrogation of the intrathrombus accumulation intimates that TIRO-CyAl5.5 binds mainly through GPIIb/IIIa-mediated mechanisms.
CONCLUSIONS
Over the past decade, several groups have investigated the generation of molecular imaging agents capable of visualizing and quantifying platelet aggregation in vivo. These probes each used antibody-modified materials to affect contrast in the nuclear, MRI, or US-based detection of thrombosis.7–10 While these noninvasive strategies demonstrated utility in their described applications, they are limited in their sensitivity and resolution, making the detection of sparse numbers of target cells, such as those observed on coronary plaques or stents, difficult.
Here, we have shown that a new NIR fluorescence molecular imaging agent based upon the clinically utilized GPIIb/IIIa receptor inhibitor tirofiban is capable of binding to and detecting platelets both in vitro using human platelets and in vivo in a murine model of venous thrombosis. The short blood half-life and the high TBR ratio of the probe enable its utility in many applications where activated platelets are a hallmark of disease. Significant future interests include the catheter-based intravascular NIRF detection of platelets, potentially in the clinical setting, and the investigation of the utility of this probe in other diseases, including cancers, where platelet activation is relevant to disease initiation and progression.
EXPERIMENTAL SECTION
Reagents were purchased from Sigma-Aldrich and used as received. All experimental procedures were approved by the IACUC/Subcommittee on Research Animal Care at Massachusetts General Hospital. Full experimental procedures and methods are provided in the Supporting Information.
In Vitro Binding of TIRO-CyAl5.5 to Human Platelets.
Human platelet-rich plasma (PRP) was obtained using an IRB-approved human subject protocol (#2011B000386). Each platelet pellet was washed and collected from 250 μL of human PRP (Platelet concentration: 2.75 × 108 cells/mL) in HEPES-buffered tyrode (Cat#: 40120241–1, Bio-world, OH, USA) via centrifugation at 1000g for 5 min. Each platelet pellet was then resuspended and incubated in 1 mL of HEPES-buffered tyrode with 0.01 U thrombin (Cat#: 7593, BioVision, Inc., California, USA) at 37 °C for 15 min. Removal of the citrate buffer via washing and treatment with thrombin results in the upregulation of GPIIb/IIIa (Figure S4). After that, 1.2 nmol/mL fluorophore was added to each resuspended sample and incubated at 37 °C for 30 min. In competitive binding assays, pure tirofiban (Cat#: 144494-65-5, Sigma-Aldrich, MO, USA) at the same concentration, 10-fold or 100-fold excess concentration, was added 15 min before the incubation of TIRO-CyAl5.5 with the sample. Each sample was then washed twice and resuspended with HEPES-buffered tyrode. Platelet pellets were then resuspended in 120 μL of HEPES-buffered tyrode, transferred to the corresponding well of the 96-well plate, and imaged by FRI immediately (excitation/emission; 675 nm/695 nm). Experiments were performed in triplicate. Flow cytometry was accomplished using both the HEPES-buffered tyrode-washed (naïve) and thrombin-treated platelets. The cells were incubated with a FITC-labeled anti-CD41/61 antibody (PAC-1, Biolegend) for 30 min in the dark and then subject to flow cytometry (BD LSRFortessa). Results were analyzed using FACSDiva software, version 6.1.3.
Animal Studies.
All experimental procedures were approved by the IACUC/Subcommittee on Research Animal Care at Massachusetts General Hospital. For in vivo studies, C57BL/6J mice (Jackson Laboratory) were anesthetized with an intraperitoneal injection of ketamine and xylazine (80/12 mg/kg). Surgical procedures utilized a stereo zoom microscope. No qualitative differences in feeding, sleeping, drinking, or activity were apparent.
Blood Half-Life Study of TIRO-CyAl5.5.
To determine the elimination blood half-life of TIRO-CyAl5.5, serial blood sampling was performed at 1, 4, 15, 30, 60, 120, and 240 min through the carotid artery, with an artery clamp that was used to block blood after each sampling. C57BL/6J mice (n = 6) received a 10 nmol/kg iv bolus of the TIRO-CyAl5.5 dissolved in PBS. At the desired time point, blood of 50 μL volume was obtained and mixed with 50 μL of heparin (1000 USP units/mL) and kept on ice until analysis. The CyAl5.5 NIRF fluorescence of the blood at each time point was imaged by FRI (Kodak Carestream—see other papers for details).18,25 The blood NIRF signal at each time point was measured and then normalized to the NIRF signal at one-minute post-injection. Exponential fitting using a one-phase decay model yielded the blood half-life of TIRO-CyAl5.5 (GraphPad Prism 5.0, San Diego, CA).
Creation of Venous Thrombosis in Mice.
Ferric chloride (FeCl3)-induced VT was provoked in the jugular or femoral vein of C57BL/6J as described previously.26 Under anesthesia, the respective vein was surgically exposed; then, a filter paper (Whatman no. 1) soaked in 7.5% FeCl3 was applied to the anterior surface of the vein for 5 min. Thereafter, the filter paper was removed, and the surgical field was thoroughly rinsed with PBS three times.
In Vivo Biodistribution of TIRO-CyAl5.5.
For these experiments, the jugular vein was utilized for the creation of the thrombus. TIRO-CyAl5.5 or free CyAl5.5 was injected 5 min after DVT induction. Thirty minutes later, mouse organs (jugular vein, heart, lung, liver, kidney, spleen, muscle, and bone) were resected and imaged using FRI. A total of 10 mice were studied (n = 5 and n = 5 for TIRO-CyAl5.5 and free CyAl5.5, respectively).
Intravital Microscopy.
To image platelet deposition in femoral vein thrombi at high resolution, IVM of venous thrombosis was performed (n = 27 mice) as previously demonstrated.7,8,26 Mice were anesthetized as mentioned above. At 5 min after DVT induction (30 min before imaging), TIRO-CyAl5.5 (n = 9) or control agent (free CyAl5.5, n = 8) was administered via retro-orbital injection. Agents were injected at a dose of 10 nmol/kg in 100 μL total volume. For in vivo blocking experiments (n = 10), pure tirofiban (25,000 nmol/kg) or PBS was injected 1 min before injection of TIRO-CyAl5.5 (10 nmol/kg). Anesthetized mice were intravenously injected with fluorescent isothiocyanate-conjugated dextran (FITC-dextran, MW: 2,000,000, excitation/emission; 490 nm/520 nm, 5 mg/mL, Sigma, St Louis, MO, USA) to provide angiograms. IVFM studies employed a multichannel laser scanning fluorescence microscope optimized for intravital imaging. All image settings were kept constant for all time points and samples.
Effect of TIRO-CyAl5.5 on Thrombus Length and Volume.
Thrombus length and volume were measured in vivo using IVM of femoral VT. TIRO-CyAl5.5 (n = 8) was administered via retro-orbital injection as mentioned above; 100 μL of PBS was taken as a control agent (n = 7). Thirty minutes after TIRO-CyAl5.5 injection (35 min after DVT creation), FITC-dextran was intravenously injected immediately before imaging to provide angiograms and quantification of the venous thrombosis area.9 IVM studies employed a multichannel laser scanning fluorescence microscope optimized for intravital imaging. All image settings were kept constant for all time points and samples.
Fluorescence Reflectance Imaging.
Human PRP suspension, resected jugular veins, and organs underwent FRI with a NIR filter set (excitation/emission 630/700 nm, Kodak ImageStation 4000, Carestream Health, Inc., Rochester, NY). Multiple exposure times (2–64 s) generated images that were exported to 16-bit unscaled TIFF files for further analysis with ImageJ (version 1.44o, Bethesda, MD).10 For blood half-lives, samples underwent FRI on another system equipped with a NIR filter set (excitation/emission; 675 nm/695 nm, Odyssey CLx Imaging System, LI-COR Biotechnology, NE, USA). Images were exposed for 6 min, acquired, and exported to zip files for further analysis with Image Studio Lite (version 5.2.5, LI-COR Biotechnology).
Image Analyses.
All image analysis utilized ImageJ or Image Studio Lite software. Thrombi presented as filling defects on FITC-dextran-generated angiograms. Briefly, the adjacent healthy vein and the thrombosed area were automatically stitched together to create one large image stack of the entire thrombosed vein (ImageJ plugin). Regions of interest (ROIs) of the thrombus and the adjacent normal vessel were manually traced. Target-to-background ratios (TBRs) were defined as (mean ROI signal of the target)/(mean ROI signal of the background); the background included the PBS-treated platelet suspension, adjacent femoral vein, jugular vein, and heart.
Histopathology.
After sacrifice, mice were perfused with 0.9% saline (10 mL) via the left ventricle. Thrombosed veins were carefully embedded in optimal-cutting temperature (Sakura Finetek, Torrance, CA) media and flash-frozen using a dry ice/isopentane slurry. Cryosections of 6 μm were cut for fluorescence microscopy and all histological analyses. NIR fluorescence microscopy was performed on fresh-frozen femoral vein sections using an upright epifluorescence microscope (Nikon Eclipse 90i, Tokyo, Japan). Fluorescence images were obtained in the NIR channel for TIRO-CyAl5.5 (excitation/emission; 675 nm/695 nm, exposure time 900 msec) and FITC channel for autofluorescence (excitation/emission; 480 nm/535 nm, exposure time 200 ms). The identical femoral vascular sections were used for IF to visualize the GPIIb/IIIa expression (Figure 6, sheep anti-human platelets GPIIb/IIIa, SA2B3A-IG, Affinity Biologicals) or CD41 expression (Figure S2, purified rat anti-mouse CD41, Clone MWReg30, BD Pharmingen). Adjacent sections were stained with immunohistochemistry to visualize the GPIIb/IIIa expression; Carstairs’ and hematoxylin and eosin staining were performed for thrombus assessment and general morphology, respectively. Control sections were processed with the primary antibody omitted.
Statistical Analysis.
Results are reported as mean ± SD. Statistical analysis was performed with GraphPad Prism (Version 5.0, San Diego, CA). Statistical comparisons between two groups were evaluated by the Mann–Whitney U test and by the Kruskal–Wallis test for multiple groups, followed by Dunn’s post-test. P values less than 0.05 were considered statistically significant.
Supplementary Material
ACKNOWLEDGMENTS
This work was supported in part by the National Institute of Health grants R01HL133153 (J.R.M.), R01HL122238 (J.R.M.), R01HL122388 (F.A.J), R01HL137913 (F.A.J.), R01HL150538 (F.A.J.), and R01HL144550 (subcontracts to F.A.J. and J.R.M.) and the National Natural Science Foundation of China 81800431 (X.Z.).
Footnotes
Supporting Information
The Supporting Information is available free of charge at https://pubs.acs.org/doi/10.1021/acssensors.1c00124.
Synthesis of TIRO-CyAl5.5, inclusive of the compound characterization data, determination of the optimal timing for intravital fluorescence imaging, immunofluorescent microscopy using the platelet-specific CD41 antibody, IF and immunohistochemistry control slides, and flow cytometric analysis of the GPIIb/IIIa activation status (PDF)
Complete contact information is available at: https://pubs.acs.org/10.1021/acssensors.1c00124
The authors declare the following competing financial interest(s): Farouc Jaffer - Sponsored research from Canon, Siemens, Shockwave, and Teleflex; consultant for Boston Scientific, Abbott Vascular, Siemens, Biotronik. Equity interest, Intravascular Imaging Incorporated. Massachusetts General Hospital has a patent licensing arrangement with Canon.
Contributor Information
Khanh Ha, Masonic Medical Research Institute, Utica, New York 13501, United States; Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States.
Xiaoxin Zheng, Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States; Present Address: Department of Cardiology, Renmin Hospital of Wuhan University, Cardiovascular Research Institute, Wuhan University, Hubei Key Laboratory of Cardiology, Wuhan, Hubei, China.;.
Chase W. Kessinger, Masonic Medical Research Institute, Utica, New York 13501, United States; Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States
Adam Mauskapf, Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States.
Wenzhu Li, Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States.
Yoichiro Kawamura, Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States.
Makoto Orii, Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States.
Scott A. Hilderbrand, Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States; Present Address: Dyne Therapeutics, Waltham, Massachusetts, USA.
Farouc A. Jaffer, Cardiovascular Research Center, Cardiology Division, Massachusetts General Hospital and Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States;
Jason R. McCarthy, Masonic Medical Research Institute, Utica, New York 13501, United States; Center for Systems Biology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, United States;.
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