• PhotoniX
  • Vol. 5, Issue 1, 7 (2024)
Xiangyu Guo1、†, Jingjing Zhao2、9、†, Liqun Sun1, Varun Gupta3, Lin Du5, Komal Sharma2, Aidan Vleck2, Kaitlyn Liang4, Liangcai Cao1, Lingjie Kong1, Yuanmu Yang1, Yong Huang6、*, Adam Zerda2、7、8、**, and Guofan Jin1、***
Author Affiliations
  • 1State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instrument, Tsinghua University, Beijing 100084, China
  • 2Department of Structural Biology, Stanford University School of Medicine, Stanford University, Stanford, CA 94305, USA
  • 3Department of Neurosurgery, Stanford University School of Medicine, Stanford University, Stanford, CA 94305, USA
  • 4Department of Radiology, Stanford University School of Medicine, Stanford University, Stanford, CA 94305, USA
  • 5Department of Electrical Engineering and Computer Sciences, University of California, Berkeley 94720, USA
  • 6School of Optics and Photonics, Beijing Institute of Technology, No. 5 South Zhongguancun Street, Haidian, Beijing 100081, China
  • 7Biophysics Program, Molecular Imaging Program, and Bio-X Program at Stanford University, Stanford, CA 94305, USA
  • 8Chan Zuckerberg Biohub, San Francisco, CA 94110, USA
  • 9Institute of Medical Equipment Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China
  • show less
    DOI: 10.1186/s43074-024-00124-9 Cite this Article
    Xiangyu Guo, Jingjing Zhao, Liqun Sun, Varun Gupta, Lin Du, Komal Sharma, Aidan Vleck, Kaitlyn Liang, Liangcai Cao, Lingjie Kong, Yuanmu Yang, Yong Huang, Adam Zerda, Guofan Jin. Visualizing cortical blood perfusion after photothrombotic stroke in vivo by needle-shaped beam optical coherence tomography angiography[J]. PhotoniX, 2024, 5(1): 7 Copy Citation Text show less
    References

    [1] Campbell BC, De Silva DA, Macleod MR, Coutts SB, Schwamm LH, Davis SM, et al. Ischaemic stroke Nature Reviews Disease Primers. 2019;5(1):70.

    [2] Fluri F, Schuhmann MK, Kleinschnitz C. Animal models of ischemic stroke and their application in clinical research. Drug Des Devel Ther. 2015;9:3445.

    [3] Sommer CJ. Ischemic stroke: experimental models and reality. Acta Neuropathol. 2017;133(2):245–61.

    [4] Robinson RG, Shoemaker WJ, Schlumpf M, Valk T, Bloom FE. Effect of experimental cerebral infarction in rat brain on catecholamines and behaviour. Nature. 1975;255(5506):332–4.

    [5] Belayev L, Alonso OF, Busto R, Zhao W, Ginsberg MD. Middle cerebral artery occlusion in the rat by intraluminal suture: neurological and pathological evaluation of an improved model. Stroke. 1996;27(9):1616–23.

    [6] Kuroiwa T, Xi G, Hua Y, Nagaraja TN, Fenstermacher JD, Keep RF. Development of a rat model of photothrombotic ischemia and infarction within the caudoputamen. Stroke. 2009;40(1):248–53.

    [7] Lu H, Li Y, Yuan L, Li H, Lu X, and Tong S. Induction and imaging of photothrombotic stroke in conscious and freely moving rats. J. Biomed. Opt. 2014;19(9):096013-

    [8] Yang S, Liu K, Ding H, Gao H, Zheng X, Ding Z, et al. Longitudinal in vivo intrinsic optical imaging of cortical blood perfusion and tissue damage in focal photothrombosis stroke model. J Cereb Blood Flow Metab. 2019;39(7):1381–93.

    [9] Zhang H, Zhao Z, Sun S, Zhang S, Wang Y, Zhang X, et al. Molecularly self-fueled nano-penetrator for nonpharmaceutical treatment of thrombosis and ischemic stroke. Nat Commun. 2023;14(1):255.

    [10] He L, Huang G, Liu H, Sang C, Liu X, and Chen T. Highly bioactive zeolitic imidazolate framework-8–capped nanotherapeutics for efficient reversal of reperfusion-induced injury in ischemic stroke. Science Advances. 2020;6(12):eaay9751.

    [11] Murphy TH, Corbett D. Plasticity during stroke recovery: from synapse to behaviour. Nat Rev Neurosci. 2009;10(12):861–72.

    [12] Molina C A. Reperfusion therapies for acute ischemic stroke: current pharmacological and mechanical approaches. Stroke. 2011;42(1_suppl_1):S16-S9

    [13] Bhaskar S, Stanwell P, Cordato D, Attia J, Levi C. Reperfusion therapy in acute ischemic stroke: dawn of a new era? BMC Neurol. 2018;18:1–26.

    [14] Thomalla G, Simonsen CZ, Boutitie F, Andersen G, Berthezene Y, Cheng B, et al. MRI-guided thrombolysis for stroke with unknown time of onset. N Engl J Med. 2018;379(7):611–22.

    [15] Yanev P, Dijkhuizen RM. In vivo imaging of neurovascular remodeling after stroke. Stroke. 2012;43(12):3436–41.

    [16] Carmeliet P. Mechanisms of angiogenesis and arteriogenesis. Nat Med. 2000;6(4):389–95.

    [17] Risau W. Mechanisms of angiogenesis. Nature. 1997;386(6626):671–4.

    [18] Ruan L, Wang B, ZhuGe Q, Jin K. Coupling of neurogenesis and angiogenesis after ischemic stroke. Brain Res. 2015;1623:166–73.

    [19] Wang X, Leong AT, Tan SZ, Wong EC, Liu Y, Lim L-W, et al. Functional MRI reveals brain-wide actions of thalamically-initiated oscillatory activities on associative memory consolidation. Nat Commun. 2023;14(1):2195.

    [20] Tayyebi S, Akhavan R, Shams M, Salehi M, Farrokh D, Yousefi F, et al. Diagnostic value of non-contrast brain computed tomography in the evaluation of acute cerebral venous thrombosis. Sci Rep. 2020;10(1):883.

    [21] Cao R, Zhao J, Li L, Du L, Zhang Y, Luo Y, et al. Optical-resolution photoacoustic microscopy with a needle-shaped beam. Nat Photonics. 2023;17(1):89–95.

    [22] Wang T, Xu C. Three-photon neuronal imaging in deep mouse brain. Optica. 2020;7(8):947–60.

    [23] Zhu X, Huang Q, DiSpirito A, Vu T, Rong Q, Peng X, et al. Real-time whole-brain imaging of hemodynamics and oxygenation at micro-vessel resolution with ultrafast wide-field photoacoustic microscopy. Light: Science & Applications. 2022;11(1):138.

    [24] Zong W, Wu R, Li M, Hu Y, Li Y, Li J, et al. Fast high-resolution miniature two-photon microscopy for brain imaging in freely behaving mice. Nat Meth. 2017;14(7):713–9.

    [25] Burgess A, Nhan T, Moffatt C, Klibanov A, Hynynen K. Analysis of focused ultrasound-induced blood–brain barrier permeability in a mouse model of Alzheimer’s disease using two-photon microscopy. J Control Release. 2014;192:243–8.

    [26] Li D-Y, Xia Q, Yu T-T, Zhu J-T, Zhu D. Transmissive-detected laser speckle contrast imaging for blood flow monitoring in thick tissue: from Monte Carlo simulation to experimental demonstration. Light: Science & Applications. 2021;10(1):241.

    [27] Drexler W, Fujimoto JG. Optical coherence tomography: technology and applications. Springer; 2015.

    [28] Spaide RF, Fujimoto JG, Waheed NK, Sadda SR, Staurenghi G. Optical coherence tomography angiography. Prog Retin Eye Res. 2018;64:1–55.

    [29] Standish BA, Lee KK, Mariampillai A, Munce NR, Leung MK, Yang VX, et al. In vivo endoscopic multi-beam optical coherence tomography. Phys Med Biol. 2010;55(3):615.

    [30] Lorenser D, Singe CC, Curatolo A, Sampson DD. Energy-efficient low-Fresnel-number Bessel beams and their application in optical coherence tomography. Opt Lett. 2014;39(3):548–51.

    [31] Leitgeb R, Villiger M, Bachmann A, Steinmann L, Lasser T. Extended focus depth for Fourier domain optical coherence microscopy. Opt Lett. 2006;31(16):2450–2.

    [32] Tamborski S, Lyu HC, Dolezyczek H, Malinowska M, Wilczynski G, Szlag D, et al. Extended-focus optical coherence microscopy for high-resolution imaging of the murine brain. Biomed Opt Express. 2016;7(11):4400–14.

    [33] Ding Z, Ren H, Zhao Y, Nelson JS, Chen Z. High-resolution optical coherence tomography over a large depth range with an axicon lens. Opt Lett. 2002;27(4):243–5.

    [34] Zhang M, Ren Z, Yu P. Improve depth of field of optical coherence tomography using finite energy Airy beam. Opt Lett. 2019;44(12):3158–61.

    [35] Yin B, Hyun C, Gardecki JA, Tearney GJ. Extended depth of focus for coherence-based cellular imaging. Optica. 2017;4(8):959–65.

    [36] Jin L, Tang Y, Wu Y, Coole JB, Tan MT, Zhao X, et al. Deep learning extended depth-of-field microscope for fast and slide-free histology. Proc Natl Acad Sci. 2020;117(52):33051–60.

    [37] Wu Y, Rivenson Y, Wang H, Luo Y, Ben-David E, Bentolila LA, et al. Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning. Nat Meth. 2019;16(12):1323–31.

    [38] Zhao J, Winetraub Y, Du L, Van Vleck A, Ichimura K, Huang C, et al. Flexible method for generating needle-shaped beams and its application in optical coherence tomography. Optica. 2022;9(8):859–67.

    [39] He B, Zhang Y, Meng Z, He Z, Chen Z, Yin Z et al. Whole Brain Micro-Vascular Imaging Using Robot Assisted Optical Coherence Tomography Angiography. IEEE J. Sel. Top. Quantum Electron. 2022;29(4: Biophotonics):1–9

    [40] Kovács Z, Ikezaki K, Samoto K, Inamura T, Fukui M. VEGF and flt: expression time kinetics in rat brain infarct. Stroke. 1996;27(10):1865–73.

    [41] Kut C, Chaichana K L, Xi J, Raza S M, Ye X, McVeigh E R et al. Detection of human brain cancer infiltration ex vivo and in vivo using quantitative optical coherence tomography. Sci. Transl. Med. 2015;7(292):292ra100–292ra100

    [42] Wei X, Camino A, Pi S, Hormel TT, Cepurna W, Huang D, et al. Real-time cross-sectional and en face OCT angiography guiding high-quality scan acquisition. Opt Lett. 2019;44(6):1431–4.

    [43] Li Y, Chen J, Chen Z. Advances in Doppler optical coherence tomography and angiography. Translational biophotonics. 2019;1(1–2): e201900005.

    [44] Nguyen VP, Qian W, Li Y, Liu B, Aaberg M, Henry J, et al. Chain-like gold nanoparticle clusters for multimodal photoacoustic microscopy and optical coherence tomography enhanced molecular imaging. Nat Commun. 2021;12(1):34.

    [45] Wu Z, Li L, Yang Y, Hu P, Li Y, Yang S-Y et al. A microrobotic system guided by photoacoustic computed tomography for targeted navigation in intestines in vivo. Science robotics. 2019;4(32):eaax0613

    [46] Camino A, Ng R, Huang J, Guo Y, Ni S, Jia Y, et al. Depth-resolved optimization of a real-time sensorless adaptive optics optical coherence tomography. Opt Lett. 2020;45(9):2612–5.

    [47] Nguyen VP, Fan W, Zhu T, Qian W, Li Y, Liu B, et al. Long-term, noninvasive in vivo tracking of progenitor cells using multimodality photoacoustic, optical coherence tomography, and fluorescence imaging. ACS Nano. 2021;15(8):13289–306.

    [48] Hosseinaee Z, Abbasi N, Pellegrino N, Khalili L, Mukhangaliyeva L, Haji RP. Functional and structural ophthalmic imaging using noncontact multimodal photoacoustic remote sensing microscopy and optical coherence tomography. Sci Rep. 2021;11(1):1–11.

    [49] Varadarajan AV, Bavishi P, Ruamviboonsuk P, Chotcomwongse P, Venugopalan S, Narayanaswamy A, et al. Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning. Nat Commun. 2020;11(1):130.

    [50] Chen T-W, Wardill TJ, Sun Y, Pulver SR, Renninger SL, Baohan A, et al. Ultrasensitive fluorescent proteins for imaging neuronal activity. Nature. 2013;499(7458):295–300.

    Xiangyu Guo, Jingjing Zhao, Liqun Sun, Varun Gupta, Lin Du, Komal Sharma, Aidan Vleck, Kaitlyn Liang, Liangcai Cao, Lingjie Kong, Yuanmu Yang, Yong Huang, Adam Zerda, Guofan Jin. Visualizing cortical blood perfusion after photothrombotic stroke in vivo by needle-shaped beam optical coherence tomography angiography[J]. PhotoniX, 2024, 5(1): 7
    Download Citation