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DOI: 10.1055/a-2595-7852
Super resolution ultrasound localization microscopy – is it ready to be incorporated into clinical practice?
Article in several languages: English | deutschSuper resolution ultrasound (SRUS) through localizing and tracking contrast agents, also known as ultrasound localization microscopy (ULM), has demonstrated the ability to visualize sub wavelength structures in vivo a decade ago [1] [2].
Ultrasound image resolution faces a limit, inherent to all wave-based imaging processes, where diffraction of the transmitted and received waves means that point sources become indistinguishable from one another when closer than approximately half the transmitted wavelength. Beyond this, interference of scattered sound results in acoustic speckle. Thus, similar to optical super-resolution imaging which utilizes sparsely switched fluorescence molecules to provide the individual signal sources required, ultrasound contrast agents were proposed for ULM. The resolution of the imaging system is thus close to the size of the microbubble and capillaries, but it is important to note that the microbubbles are not the structure to be imaged, but they are rather the probes that highlight the particular structure. These methods thus allow vascular structures to be resolved below the diffraction limit, and typical resolutions in the range of down to a tenth of the wavelength can be achieved.
The ultrasound super-resolution process requires the introduction of a contrast agent into the body. Akin to its optical counterpart, it also needs the acquisition of a sequence of frames. A crucial principle within localization microscopy techniques is that by limiting the number of sources detected in each image, the responses of individual agents do not interfere with each other. Under this constraint, the location of the underlying scatterers, in this case, microbubbles, can be estimated to a precision far higher than the diffraction-limited resolution of the system. Super-resolution ultrasound imaging has seen a flurry of technical advances [3] [4] [5] and can achieve resolution down to ~10 micrometres. One of the rate-limiting factors is tissue motion and there have been several techniques utilized to account for this, such as the phase-correlation of rigid tissue motion [6] and implementation of more advanced non-rigid motion correction, taking into account complex motions within the image [7].
Recent advances now allow 3D super resolution to be achieved, which is capable of depicting the microvasculature of a volume, or even the entire organ, within one microbubble bolus [8] [9] [10] [11] [12].
ULM enables novel quantitative measures of the microvascular morphology and function such as the relative blood volume, vessel size, flow velocity distributions, vessel density, vascular branching and tortuosity, to name a few functional parameters which can now be more accurately measured.
ULM is thus of potential interest for pathologies and changes that are related to the morphology or physiology of the microvasculature [13]. These range from pathologies related to angiogenesis in neoplasms or inflammation, or conditions that show a change in microvascular flow. The characterisation of neoplasms where breast malignancy is a good test bed [14] for such technologies – as well as providing parameters which would be useful for the monitoring of tumour response to treatment [15] – are one of the clinical areas which ULM may excel in.
There has also been interest in depicting the microvasculature changes in metastatic lymph nodes where it is known that the microvasculature alters with metastatic infiltration [16] [17].
The ULM techniques have also been shown valuable in depicting the microvasculature of brain [2], heart [18], kidneys [19], and muscles [7], predominantly in animal models where disease processes of these organs in human studies are currently being explored and awaiting translation into routine clinical practice [7] [10] [13] [14] [17] [19] [23] [24] [25] [26] [27] [28] [29] [30] [31]. The microvasculature also changes with chronic liver disease shown with microflow imaging technology [20], but ULM may allow quantification of these changes non-invasively and more accurately, leading to improved characterization of the degree of fibrosis and inflammation in conjunction with liver stiffness measurements using shear wave elastography technologies.
One remaining limitation, hindering its current clinical use, are the relatively long acquisition times in the order of up to 15 minutes as well as the post-processing elements in order to obtain the useful functional data. These, however, will only improve – and this is now being incorporated into clinical scanners which purportedly are able to provide these parameters within minutes of acquisition, although their accuracy and validity have yet to be determined.
There have also been other proposed techniques utilising nanodroplets rather than microbubbles where faster and selective super-resolution imaging can be achieved [21] [22] as well as the question whether the same information can be obtained from Doppler microvasculature imaging techniques.
The availability and potential of ULM has only just come to the clinical front, and it will likely take several years before data from translational studies are available to demonstrate its clinical value, including the added value over Doppler microvascular imaging technologies and CEUS, prior to its incorporation into routine clinical use. It thus currently remains in the research field but is very much at the forefront of advances in ultrasound technologies.
Conflict of Interest
The authors declare that they have no conflict of interest.
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References
- 1 Christensen-Jeffries K, Browning RJ, Tang MX. et al. In Vivo Acoustic Super-Resolution and Super-Resolved Velocity Mapping Using Microbubbles. IEEE Trans Med Imaging 2015; 34 (02) 433-440
- 2 Errico C, Pierre J, Pezet S. et al. Ultrafast ultrasound localization microscopy for deep super resolution vascular imaging. Nature 2015; 527: 499-502
- 3 Christensen-Jeffries K, Couture O, Dayton PA. et al. Super-resolution ultrasound imaging. Ultrasound Med Biol 2020; 46 (04) 865-891
- 4 Lerendegui M, Riemer K, Papageorgiou G. et al. ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging. IEEE Trans Med Imaging 2024; 43 (08) 2970-2987
- 5 Dencks S, Lowerison M, Hansen-Shearer J. et al. Super-Resolution Ultrasound: From Data Acquisition and Motion Correction to Localization, Tracking, and Evaluation. IEEE Trans Ultrason Ferroelectr Freq Control 2025; 72 (04) 408-426
- 6 Hingot V, Errico C, Tanter M. et al. Subwavelength motion-correction for ultrafast ultrasound localization microscopy. Ultrasonics 2017; 77: 17-21
- 7 Harput S, Christensen-Jeffries K, Brown J. et al. Two-Stage Motion Correction for Super-Resolution Ultrasound Imaging in Human Lower Limb. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 2018; 65: 803-814
- 8 Heiles B, Correia M, Hingot V. et al. Ultrafast 3D ultrasound localization microscopy using a 32 × 32 matrix array. IEEE Trans Med Imaging 2019; 38 (09) 2005-2015
- 9 Demeulenaere O, Sandoval Z, Mateo P. et al. Coronary flow assessment using 3-dimensional ultrafast ultrasound localization microscopy. JACC Cardiovasc Imaging 2022; 15 (07) 1193-1208
- 10 Hansen-Shearer J, Yan J, Lerendegui M. et al. Ultrafast 3-D Transcutaneous Super Resolution Ultrasound Using Row-Column Array Specific Coherence-Based Beamforming and Rolling Acoustic Sub-aperture Processing: In Vitro, in Rabbit and in Human Study. Ultrasound in Medicine & Biology 2024; 50 (07) 1045-1057
- 11 Jensen JA, Ommen ML, Øygard SH. et al. Three-Dimensional Super-Resolution Imaging Using a Row-Column Array. IEEE Trans Ultrason Ferroelectr Freq Control 2020; 67 (03) 538-546
- 12 Xing P, Perrot V, Dominguez-Vargas AU. et al. 3D ultrasound localization microscopy of the nonhuman primate brain. EBioMedicine 2025; 111: 105457
- 13 Song P, Rubin JM, Lowerison MR. Super-resolution ultrasound microvascular imaging: Is it ready for clinical use. Z Med Phys 2023; 33 (03) 309-323
- 14 Opacic T, Dencks S, Theek B. et al. Motion model ultrasound localization microscopy for preclinical and clinical multiparametric tumor characterization. Nat Commun 2018; 9: 1527
- 15 Dietrich CF, Correas JM, Cui XW. et al. EFSUMB Technical Review – Update 2023: Dynamic Contrast-Enhanced Ultrasound (DCE-CEUS) for the Quantification of Tumor Perfusion. Ultraschall in Med 2024; 45 (01) 36-46
- 16 Zhu J, Rowland EM, Harput S. et al. 3D super-resolution US imaging of rabbit lymph node vasculature in vivo by using microbubbles. Radiology 2019; 291: 642-650
- 17 Zhu J, Zhang C, Christensen-Jeffries K. et al. Super-Resolution Ultrasound Localization Microscopy of Microvascular Structure and Flow for Distinguishing Metastatic Lymph Nodes – An Initial Human Study (in English). Ultraschall in Med 2022;
- 18 Demeulenaere O, Sandoval Z, Mateo P. et al. Coronary Flow Assessment Using 3-Dimensional Ultrafast Ultrasound Localization Microscopy. JACC Cardiovasc Imaging 2022; 15 (07) 1193-1208
- 19 Denis L, Bodard S, Hingot V. et al. Sensing ultrasound localization microscopy for the visualization of glomeruli in living rats and humans. EBioMedicine 2023; 91: 104578
- 20 Kuroda H, Abe T, Kakisaka K. et al. Visualizing the hepatic vascular architecture using superb microvascular imaging in patients with hepatitis C virus: A novel technique. World J Gastroenterol 2016; 22 (26) 6057-6064
- 21 Riemer K, Toulemonde M, Yan J. et al. Fast and Selective Super-Resolution Ultrasound In Vivo With Acoustically Activated Nanodroplets. IEEE Trans Med Imaging 2023; 42 (04) 1056-1067
- 22 Riemer K, Tan Q, Morse S. et al. 3D Acoustic Wave Sparsely Activated Localization Microscopy With Phase Change Contrast Agents. Invest Radiol 2024; 59 (05) 379-390
- 23 Kanoulas E, Butler M, Rowley C. et al. Super-Resolution Contrast-Enhanced Ultrasound Methodology for the Identification of In Vivo Vascular Dynamics in 2D. Invest Radiol 2019; 54: 500-516
- 24 Huang C, Zhang W, Gong P. et al. Super-resolution ultrasound localization microscopy based on a high frame-rate clinical ultrasound scanner: an in-human feasibility study. Phys Med Biol 2021; 66
- 25 Goudot G, Jimenez A, Mohamedi N. et al. Assessment of Takayasu’s arteritis activity by ultrasound localization microscopy. EBioMedicine 2023; 90: 104502
- 26 Yan J, Huang B, Tonko J. et al. Transthoracic ultrasound localization microscopy of myocardial vasculature in patients. Nat Biomed Eng 2024; 8: 689-700
- 27 Leroy H, Wang LZ, Jimenez A. et al. Assessment of microvascular flow in human atherosclerotic carotid plaques using ultrasound localization microscopy. EBioMedicine 2025; 111: 105528
- 28 Schwarz S, Denis L, Nedoschill E. et al. Ultrasound Super-Resolution Imaging of Neonatal Cerebral Vascular Reorganization. Adv Sci (Weinh) 2025; 12: e2415235
- 29 Chen Q, George MW, McMahon B. et al. Super-Resolution Ultrasound to Assess Kidney Vascular Changes in Humans With Kidney Disease. Am J Kidney Dis 2025; 85: 393-395
- 30 Bodard S, Denis L, Chabouh G. et al. First clinical utility of sensing Ultrasound Localization Microscopy (sULM): identifying renal pseudotumors. Theranostics 2025; 15: 233-244
- 31 Li M, Chen L, Yan J. et al. Super-resolution ultrasound localization microscopy for the non-invasive imaging of human testicular microcirculation and its differential diagnosis role in male infertility. VIEW 2024; 5: 20230093
Correspondence
Publication History
Article published online:
06 August 2025
© 2025. Thieme. All rights reserved.
Georg Thieme Verlag KG
Oswald-Hesse-Straße 50, 70469 Stuttgart, Germany
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References
- 1 Christensen-Jeffries K, Browning RJ, Tang MX. et al. In Vivo Acoustic Super-Resolution and Super-Resolved Velocity Mapping Using Microbubbles. IEEE Trans Med Imaging 2015; 34 (02) 433-440
- 2 Errico C, Pierre J, Pezet S. et al. Ultrafast ultrasound localization microscopy for deep super resolution vascular imaging. Nature 2015; 527: 499-502
- 3 Christensen-Jeffries K, Couture O, Dayton PA. et al. Super-resolution ultrasound imaging. Ultrasound Med Biol 2020; 46 (04) 865-891
- 4 Lerendegui M, Riemer K, Papageorgiou G. et al. ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging. IEEE Trans Med Imaging 2024; 43 (08) 2970-2987
- 5 Dencks S, Lowerison M, Hansen-Shearer J. et al. Super-Resolution Ultrasound: From Data Acquisition and Motion Correction to Localization, Tracking, and Evaluation. IEEE Trans Ultrason Ferroelectr Freq Control 2025; 72 (04) 408-426
- 6 Hingot V, Errico C, Tanter M. et al. Subwavelength motion-correction for ultrafast ultrasound localization microscopy. Ultrasonics 2017; 77: 17-21
- 7 Harput S, Christensen-Jeffries K, Brown J. et al. Two-Stage Motion Correction for Super-Resolution Ultrasound Imaging in Human Lower Limb. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 2018; 65: 803-814
- 8 Heiles B, Correia M, Hingot V. et al. Ultrafast 3D ultrasound localization microscopy using a 32 × 32 matrix array. IEEE Trans Med Imaging 2019; 38 (09) 2005-2015
- 9 Demeulenaere O, Sandoval Z, Mateo P. et al. Coronary flow assessment using 3-dimensional ultrafast ultrasound localization microscopy. JACC Cardiovasc Imaging 2022; 15 (07) 1193-1208
- 10 Hansen-Shearer J, Yan J, Lerendegui M. et al. Ultrafast 3-D Transcutaneous Super Resolution Ultrasound Using Row-Column Array Specific Coherence-Based Beamforming and Rolling Acoustic Sub-aperture Processing: In Vitro, in Rabbit and in Human Study. Ultrasound in Medicine & Biology 2024; 50 (07) 1045-1057
- 11 Jensen JA, Ommen ML, Øygard SH. et al. Three-Dimensional Super-Resolution Imaging Using a Row-Column Array. IEEE Trans Ultrason Ferroelectr Freq Control 2020; 67 (03) 538-546
- 12 Xing P, Perrot V, Dominguez-Vargas AU. et al. 3D ultrasound localization microscopy of the nonhuman primate brain. EBioMedicine 2025; 111: 105457
- 13 Song P, Rubin JM, Lowerison MR. Super-resolution ultrasound microvascular imaging: Is it ready for clinical use. Z Med Phys 2023; 33 (03) 309-323
- 14 Opacic T, Dencks S, Theek B. et al. Motion model ultrasound localization microscopy for preclinical and clinical multiparametric tumor characterization. Nat Commun 2018; 9: 1527
- 15 Dietrich CF, Correas JM, Cui XW. et al. EFSUMB Technical Review – Update 2023: Dynamic Contrast-Enhanced Ultrasound (DCE-CEUS) for the Quantification of Tumor Perfusion. Ultraschall in Med 2024; 45 (01) 36-46
- 16 Zhu J, Rowland EM, Harput S. et al. 3D super-resolution US imaging of rabbit lymph node vasculature in vivo by using microbubbles. Radiology 2019; 291: 642-650
- 17 Zhu J, Zhang C, Christensen-Jeffries K. et al. Super-Resolution Ultrasound Localization Microscopy of Microvascular Structure and Flow for Distinguishing Metastatic Lymph Nodes – An Initial Human Study (in English). Ultraschall in Med 2022;
- 18 Demeulenaere O, Sandoval Z, Mateo P. et al. Coronary Flow Assessment Using 3-Dimensional Ultrafast Ultrasound Localization Microscopy. JACC Cardiovasc Imaging 2022; 15 (07) 1193-1208
- 19 Denis L, Bodard S, Hingot V. et al. Sensing ultrasound localization microscopy for the visualization of glomeruli in living rats and humans. EBioMedicine 2023; 91: 104578
- 20 Kuroda H, Abe T, Kakisaka K. et al. Visualizing the hepatic vascular architecture using superb microvascular imaging in patients with hepatitis C virus: A novel technique. World J Gastroenterol 2016; 22 (26) 6057-6064
- 21 Riemer K, Toulemonde M, Yan J. et al. Fast and Selective Super-Resolution Ultrasound In Vivo With Acoustically Activated Nanodroplets. IEEE Trans Med Imaging 2023; 42 (04) 1056-1067
- 22 Riemer K, Tan Q, Morse S. et al. 3D Acoustic Wave Sparsely Activated Localization Microscopy With Phase Change Contrast Agents. Invest Radiol 2024; 59 (05) 379-390
- 23 Kanoulas E, Butler M, Rowley C. et al. Super-Resolution Contrast-Enhanced Ultrasound Methodology for the Identification of In Vivo Vascular Dynamics in 2D. Invest Radiol 2019; 54: 500-516
- 24 Huang C, Zhang W, Gong P. et al. Super-resolution ultrasound localization microscopy based on a high frame-rate clinical ultrasound scanner: an in-human feasibility study. Phys Med Biol 2021; 66
- 25 Goudot G, Jimenez A, Mohamedi N. et al. Assessment of Takayasu’s arteritis activity by ultrasound localization microscopy. EBioMedicine 2023; 90: 104502
- 26 Yan J, Huang B, Tonko J. et al. Transthoracic ultrasound localization microscopy of myocardial vasculature in patients. Nat Biomed Eng 2024; 8: 689-700
- 27 Leroy H, Wang LZ, Jimenez A. et al. Assessment of microvascular flow in human atherosclerotic carotid plaques using ultrasound localization microscopy. EBioMedicine 2025; 111: 105528
- 28 Schwarz S, Denis L, Nedoschill E. et al. Ultrasound Super-Resolution Imaging of Neonatal Cerebral Vascular Reorganization. Adv Sci (Weinh) 2025; 12: e2415235
- 29 Chen Q, George MW, McMahon B. et al. Super-Resolution Ultrasound to Assess Kidney Vascular Changes in Humans With Kidney Disease. Am J Kidney Dis 2025; 85: 393-395
- 30 Bodard S, Denis L, Chabouh G. et al. First clinical utility of sensing Ultrasound Localization Microscopy (sULM): identifying renal pseudotumors. Theranostics 2025; 15: 233-244
- 31 Li M, Chen L, Yan J. et al. Super-resolution ultrasound localization microscopy for the non-invasive imaging of human testicular microcirculation and its differential diagnosis role in male infertility. VIEW 2024; 5: 20230093







