Soyoung Choi Ph.D. Candidate USC Neuroscience Graduate Program University of Southern California (USC) Clinical Research Assistant Heart Institute, Cardiology Children's Hospital Los Angeles (CHLA) Research Assistant Biomedical Imaging Lab University of Southern California (USC)
Profilechoisoyo@usc.eduCurriculum Vitae Google Scholar |
My current work, under the guidance of Dr. John C Wood at the Heart Institute, Children's Hospital Los Angeles (CHLA), focuses on understanding the neural outcomes of Sickle Cell Disease(SCD). These patients are highly vulnerable to stroke caused by chronic vascular damage and we see 50% of the population with SCD have silent strokes by the age of 8, 25% have a major cerebral accident by the age of 20, and average life expectancy is at 42-28 years. In recent years, SCD has shown large reductions in childhood morbidity and mortality rates but life expectancy rates of SCD patients are still lower by up to 30 years in comparison to the general African American population not affected by SCD. Still, very few efforts have been placed in understanding the disease's effect on the brain. Our lab aims to understand the normal and abnormal patholphysiology of blood in the brain for better diagnosis and treatment of this disease and other blood disorders. This study also involves a large MR imaging protocol with structural, functional, and flow sequences. Additionally we collect neuropsych evalutations and blood labs.
In addition, I am involved in the development of BrainSuite, a multimodal MR imaging analysis tool for anatomical, diffusion and fMRI images under my graduate advisor, Dr. Richard M Leahy at the Biomedical Imaging Group, USC SIPI. For future clinical applications, I aim to ultimately develop methods for easy visualization to aid researchers in interpreting their study outcomes and physicians in their diagnosis on a patient by patient basis.
Under the mentorship of Dr. Hanna Damasio and Dr. Jessica L Wisnowski, at USC Dornisfe Neuoscience Imaging Center (DNI), I studied the chronic secondary effects of anterior temporal lesions in the frontal lobe. The study gave us a comparative analysis between the macrostructural effects through voxel-wise volumetric measures on T1 MRI images and microstructural changes seen in the architecture of myelinated fibers on diffusion tensor images (DTI). In this study, I extended diffusion image analysis to the cortex of the brain to show that we could detect microstructural differences in grey matter tissue by showing overall increased diffusion in regions distal to yet connected to the focal lesion of these patients.
I also conducted a study looking at neurodevelopmental outcomes of premature birth in preadolescents. This study aims to isolate prematurity for differences in neurodevelopmental outcomes in preadolescents who were born prematurely but were otherwise tested normal at birth. My study looks at the structural differences of premature preadolescents and correlates them with metabolic metrics measured through magnetic resonance spectroscopy (MRS).
I have, and still currently, learn and contribute to engineering challenges of neuro-scientific studies in the development of BrainSuite. Aligned with the needs of the my studies and studies of those I advised on and contributed towards, I worked to bridge the gap between the engineers who developed our acquisition and analysis tools and the biologists’ understanding of the brain and the tools we needed to answer our fundamental questions. I was also involved in the development of the BCI-DNI brain atlas, a high resolution T1-weighted atlas with 95 ROI’s and 76 sulci used in our Surface-Volume Registration (SVReg) algorithm.
I have been passionate about the brain, the nervous system, and its functioning since my childhood. When I was young, my father used to run his acupuncture clinic in our living room. I would sit next to him while he treated his patients and he would explain the inter-working of the nervous system. My father used to say, "a headache is not always a problem in the head." He explained that in the body, when there was a problem with a piece of the whole, it could be manifested elsewhere.
Due to our advancements in healthcare which allows us to diagnose newly discovered disorders, prolong patient outcomes, and treat those who would not have survived previously, we are seeing a drastic change in what we know about the human body and its abnormalities. Additionally with the use of drug and radiation therapies, and surgical interventions, more so changes the nature of our knowledge of the human body, which makes it increasingly important to continue scientific research. This evolving relationship between the human body and our technologies makes it a complex balancing act held steady by our expansion of knowledge.
The brain is the most complex and the least discovered part of the human body. I believe that better understanding of the human brain has great potential and can help further the quality of modern healthcare.
Univeristy of Southern California (USC) Ph.D. Candidate in Neuroscience Entering Class of 2015
Univeristy of Southern California (USC) Neuroscience BA Natural Science, Minor Class of 2010
Children's Hospital Los Angeles (CHLA) Clinical Research Assistant Heart Institute, Cardiology June 2014 - Current
University of Southern California (USC) Research Assistant Biomedical Imaging Group, Signal and Image Processing Institute July 2014 - Current
University of Southern California (USC) Research Assistant USC Dana and David Dornsife Neuroscience Imaging Institution, Brain and Creativity Institute March 2010 - June 2014
Cedars Sinai Medical Center Research Volunteer Maxine Dunitz Neurosurgical Institute June 2007 - December 2007
Joshi AA, Choi S, Akrami H, Leahy RM. fMRI-Kernel Regression: A Kernel-based Method for Pointwise Statistical Analysis of rs-fMRI for Population Studies. arXiv preprint arXiv:2012.06972. 2020 Dec 13.
Coloigner J, Vu C, Borzage M, Bush A, Choi S, Miao X, Chai Y, Galarza C, Leporé N, Tamrazi B, Coates TD, Wood JC. Transient Hypoxia Model Revealed Cerebrovascular Impairment in Anemia Using BOLD MRI and Near‐Infrared Spectroscopy. Journal of Magnetic Resonance Imaging. 2020 Nov;52(5):1400-12. https://doi.org/10.1002/jmri.272 10. PMID: 32648323; PMCID: PMC7655661
Li J, Choi S, Joshi AA, Wisnowski JL, Leahy RM. Temporal non-local means filtering for studies of intrinsic brain connectivity from individual resting fMRI. Med Image Anal. 2020 Apr;61:101635. doi: 10.1016/j.media.2020.101635. Epub 2020 Jan 7. PubMed PMID: 32007699; PubMed Central PMCID: PMC7062584.
Choi S, Leahy RM, Wood JC. Lower White Matter Volume in Beta-Thalassemia Associated with Anemia and Cognitive Performance. American journal of hematology. 2020 Jun;95(6):E144. doi: 10.1002/ajh.25787. PubMed PMID: 32180241. PMCID: PMC7416506
Joshi AA, Choi S, Chong M, Sonkar G, Gonzalez-Martinez J, Nair D, Wisnowski JL, Haldar JP, Shattuck DW, Damasio H, Leahy RM. A Hybrid High-Resolution Anatomical MRI Atlas with Sub-parcellation of Cortical Gyri using Resting fMRI. bioRxiv. 2020 Jan 1.
Choi S, O'Neil SH, Joshi AA, Li J, Bush AM, Coates TD, Leahy RM, Wood JC. Anemia predicts lower white matter volume and cognitive performance in sickle and non-sickle cell anemia syndrome. Am J Hematol. 2019 Oct;94(10):1055-1065. doi: 10.1002/ajh.25570. Epub 2019 Jul 23. PubMed PMID: 31259431; PubMed Central PMCID: PMC6857783.
Chai Y, Bush AM, Coloigner J, Nederveen AJ, Tamrazi B, Vu C, Choi S, Coates TD, Lepore N, Wood JC. White matter has impaired resting oxygen delivery in sickle cell patients. Am J Hematol. 2019 Apr;94(4):467-474. doi: 10.1002/ajh.25423. Epub 2019 Feb 21. PubMed PMID: 30697803; PubMed Central PMCID: PMC6874897.
Miao X, Choi S, Tamrazi B, Chai Y, Vu C, Coates TD, Wood JC. Increased brain iron deposition in patients with sickle cell disease: an MRI quantitative susceptibility mapping study. Blood. 2018 Oct 11;132(15):1618-1621. doi: 10.1182/blood-2018-04-840322. Epub 2018 Jul 25. PubMed PMID: 30045839; PubMed Central PMCID: PMC6182265.
Kim B, Fisher BE, Schweighofer N, Leahy RM, Haldar JP, Choi S, Kay DB, Gordon J, Winstein CJ. A comparison of seven different DTI-derived estimates of corticospinal tract structural characteristics in chronic stroke survivors. J Neurosci Methods. 2018 Jul 1;304:66-75. doi: 10.1016/j.jneumeth.2018.04.010. Epub 2018 Apr 21. PubMed PMID: 29684462; PubMed Central PMCID: PMC5984168.
Joshi AA, Chong M, Li J, Choi S, Leahy RM. Are you thinking what I'm thinking? Synchronization of resting fMRI time-series across subjects. Neuroimage. 2018 May 15;172:740-752. doi: 10.1016/j.neuroimage.2018.01.058. Epub 2018 Feb 8. PubMed PMID: 29428580; PubMed Central PMCID: PMC6338442.
Bush A, Chai Y, Choi SY, Vaclavu L, Holland S, Nederveen A, Coates T, Wood J. Pseudo continuous arterial spin labeling quantification in anemic subjects with hyperemic cerebral blood flow. Magn Reson Imaging. 2018 Apr;47:137-146. doi: 10.1016/j.mri.2017.12.011. Epub 2017 Dec 9. PubMed PMID: 29229306; PubMed Central PMCID: PMC5834316.
Coloigner J, Kim Y, Bush A, Choi S, Balderrama MC, Coates TD, O'Neil SH, Lepore N, Wood JC. Contrasting resting-state fMRI abnormalities from sickle and non-sickle anemia. PLoS One. 2017;12(10):e0184860. doi: 10.1371/journal.pone.0184860. eCollection 2017. PubMed PMID: 28981541; PubMed Central PMCID: PMC5628803.
Chong M, Bhushan C, Joshi AA, Choi S, Haldar JP, Shattuck DW, Spreng RN, Leahy RM. Individual parcellation of resting fMRI with a group functional connectivity prior. Neuroimage. 2017 Aug 1;156:87-100. doi: 10.1016/j.neuroimage.2017.04.054. Epub 2017 May 3. PubMed PMID: 28478226; PubMed Central PMCID: PMC5774339.
Joshi AA, Choi S, Sonkar G, Chong M, Gonzalez-Martinez J, Nair D, Shattuck DW, Damasio H, Leahy RM. A whole brain atlas with sub-parcellation of cortical gyri using resting fMRI. InMedical Imaging 2017: Image Processing 2017 Mar 2 (Vol. 10133, p. 101330O). International Society for Optics and Photonics. doi: 10.1117/12.2254681
Choi S, Bush AM, Borzage MT, Joshi AA, Mack WJ, Coates TD, Leahy RM, Wood JC. Hemoglobin and mean platelet volume predicts diffuse T1-MRI white matter volume decrease in sickle cell disease patients. Neuroimage Clin. 2017;15:239-246. doi: 10.1016/j.nicl.2017.04.023. eCollection 2017. PubMed PMID: 28540180; PubMed Central PMCID: PMC5430155.
Bush AM, Borzage MT, Choi S, Václavů L, Tamrazi B, Nederveen AJ, Coates TD, Wood JC. Determinants of resting cerebral blood flow in sickle cell disease. Am J Hematol. 2016 Sep;91(9):912-7. doi: 10.1002/ajh.24441. Epub 2016 Jul 4. PubMed PMID: 27263497; PubMed Central PMCID: PMC4987198.
Bhushan C, Chong M, Choi S, Joshi AA, Haldar JP, Damasio H, Leahy RM. Temporal Non-Local Means Filtering Reveals Real-Time Whole-Brain Cortical Interactions in Resting fMRI. PLoS One. 2016;11(7):e0158504. doi: 10.1371/journal.pone.0158504. eCollection 2016. PubMed PMID: 27391481; PubMed Central PMCID: PMC4938391.
Borzage MT, Bush AM, Choi S, Nederveen AJ, Václavů L, Coates TD, Wood JC. Predictors of cerebral blood flow in patients with and without anemia. J Appl Physiol (1985). 2016 Apr 15;120(8):976-81. doi: 10.1152/japplphysiol.00994.2015. Epub 2016 Jan 21. PubMed PMID: 26796758; PubMed Central PMCID: PMC4835904.
Bhushan C, Haldar JP, Choi S, Joshi AA, Shattuck DW, Leahy RM. Co-registration and distortion correction of diffusion and anatomical images based on inverse contrast normalization. Neuroimage. 2015 Jul 15;115:269-80. doi: 10.1016/j.neuroimage.2015.03.050. Epub 2015 Mar 27. PubMed PMID: 25827811; PubMed Central PMCID: PMC4461504.
Degnan AJ, Wisnowski JL, Choi S, Ceschin R, Bhushan C, Leahy RM, Corby P, Schmithorst VJ, Panigrahy A. Altered Structural and Functional Connectivity in Late Preterm Preadolescence: An Anatomic Seed-Based Study of Resting State Networks Related to the Posteromedial and Lateral Parietal Cortex. PLoS One. 2015;10(6):e0130686. doi: 10.1371/journal.pone.0130686. eCollection 2015. PubMed PMID: 26098888; PubMed Central PMCID: PMC4476681.
Wisnowski JL, Ceschin RC, Choi SY, Schmithorst VJ, Painter MJ, Nelson MD, Blüml S, Panigrahy A. Reduced thalamic volume in preterm infants is associated with abnormal white matter metabolism independent of injury. Neuroradiology. 2015 May;57(5):515-25. doi: 10.1007/s00234-015-1495-7. Epub 2015 Feb 10. PubMed PMID: 25666231; PubMed Central PMCID: PMC4405472.
Degnan AJ, Wisnowski JL, Choi S, Ceschin R, Bhushan C, Leahy RM, Corby P, Schmithorst VJ, Panigrahy A. Alterations of resting state networks and structural connectivity in relation to the prefrontal and anterior cingulate cortices in late prematurity. Neuroreport. 2015 Jan 7;26(1):22-6. doi: 10.1097/WNR.0000000000000296. PubMed PMID: 25426826.
Habibi A, Ilari B, Crimi K, Metke M, Kaplan JT, Joshi AA, Leahy RM, Shattuck DW, Choi SY, Haldar JP, Ficek B, Damasio A, Damasio H. An equal start: absence of group differences in cognitive, social, and neural measures prior to music or sports training in children. Front Hum Neurosci. 2014;8:690. doi: 10.3389/fnhum.2014.00690. eCollection 2014. PubMed PMID: 25249961; PubMed Central PMCID: PMC4158792.
Choi S, Vu C, Leahy RM, Wood JC. Differential Correlations Between White Matter Microstructure and Perfusion Reveal Microvascular Dysregulation in Sickle Cell Anemia. International Society for Magnetic Resonance in Medicine & SMRT Virtual Conference & Exhibition (ISMRM & SMRT), Paris, 2020, 1642
Vu C, Bush AM, Choi S, Borzage M, Miao X, Li Wenbo, Qin Q, Nederveen AJ, Coates TD, Wood JC. Calibration of TRUST MRI for subjects with sickle cell anemia. International Society for Magnetic Resonance in Medicine 28th Annual Meeting & Exhibition (ISMRM), Paris, 2020
Shen J, Vu C, Choi S, Nederveen A, Wood JC. Quantitative Measurement of Cerebral Oxygen Extraction in Patients with Sickle Cell Disease after Diamox Infusion Using Asymmetric Spin Echo. International Society for Magnetic Resonance in Medicine 28th Annual Meeting & Exhibition (ISMRM), Paris, 2020, 1820
Varadarajan D, Bhushan C, González-Zacarías C, Shattuck DW, Choi S, Joshi AA, Liu Y, Haldar J, Leahy RM. BrainSuite Diffusion Pipeline (BDP): Processing tools for diffusion-MRI. Organization of Human Brain Mapping Annual Meeting (OHBM), Montreal, 2020, 2049.
Joshi AA, Choi S, Li J, Akrami H, Leahy RM. A Novel Approach for Group fMRI Studies Using BrainSync Transform and Pairwise Statistics. Organization of Human Brain Mapping Annual Meeting (OHBM), Montreal, 2020, 1838.
Choi S, Joshi AA, O’Neil SH, Miao X, Li J, Haldar J, Coates T, Leahy RM, Wood JC. Exploring Anemia’s Impact on Brain Microstructure, Volume, Functional Connectivity, Iron and Cognitive Performance. 61st American Society of Hematology Annual Meeting and Exposition (ASH), Orlando, 2019, 3553. doi: 10.1182/blood-2019-129544
Choi S, Joshi AA, Vu C, Li J, O’Neil SH, Wood JC, Leahy RM. Detecting alterations of brain connectivity in anemic subjects using fMRI under hypoxic and hyperoxic conditions. Organization of Human Brain Mapping Annual Meeting (OHBM), Rome, 2019, T035
Joshi AA, Choi S, Shattuck DW, Leahy RM, A method for automatic demarcation of sulcal and gyral regions on the cortical surface. Organization of Human Brain Mapping Annual Meeting (OHBM), Rome, 2019. (also software demo).
Joshi AA, McCoy D, Chong M, Li J, Choi S, Shattuck DW, Leahy RM. BFP: A BrainSuite fMRI pipeline. Organization of Human Brain Mapping Annual Meeting (OHBM), Singapore, 2018, 2038
Vu C, Coloigner J, Choi S, Wood JC. Relative perfusion mapping using BOLD imaging with induced hypoxia. International Society for Magnetic Resonance in Medicine Joint Annual Meeting (ISMRM-ESMRMB), Paris, 2018 2292.
Li J, Choi S, Joshi AA, Wisnowski JL, Leahy RM. Global pdf-based temporal non-local means filtering reveals individual differences in brain connectivity. 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) 2018 Apr 4 (pp. 15-19). IEEE.
Vu C, Bush A, Choi S, Miao X, Coates TD, Wood JC. Chronic Anemia Is Associated with Lower Cerebral and Peripheral Arterio-Venous Oxygen Gradients. Blood, 2017 130:3542
S Choi, S O’Neil, AA Joshi, AM Bush, M Borzage, J Coloigner, TD Coates, JC Wood, RM Leahy. The Anemic Brain: Hemoglobin Level Predicts Brain Volume in Watershed Areas and Cognitive Function. Organization of Human Brain Mapping Annual Meeting (OHBM), Vancouver, 2017, 1272
AA Joshi, S Choi, M Chong, G Sonkar, J Gonzalez-Martinez, D Nair, D Shattuck, H Damasio, RM Leahy. USCBrain Atlas: A Volumetric and Surface Atlas Delineated by Anatomical and Functional MRI. Organization of Human Brain Mapping Annual Meeting (OHBM), Vancouver, 2017, 1650
J Li, S Choi, RM Leahy. Global PDF-Based Non-Local Means Filtering of Resting fMRI Data. Organization of Human Brain Mapping Annual Meeting (OHBM), Vancouver, 2017, 1868
S Choi, AM Bush, M Borzage, AA Joshi, TD Coates, RM Leahy, JC Wood. Regional Susceptibility to Chronic Anemia in WM Microstructure Using Diffusion Tensor Imaging. 58th American Society of Hematology Annual Meeting and Exposition (ASH), San Diego, 2016, 3640
S Choi, AM Bush, M Borzage, AA Joshi, TD Coates, RM Leahy, JC Wood. Hemoglobin Level and Platelet Size Predicts Grey and White Matter Volume Loss Measured by Tensor Based Morphology in Sickle Cell Disease. 58th American Society of Hematology Annual Meeting and Exposition (ASH), San Diego, 2016, 2481
S Choi, J Coloigner, AM Bush, TD Coates, RI Wood, RM Leahy, JC Wood. Chronic Anemia is Associated with Significant White Matter Atrophy. Society for Neuroscience's 46th Annual Meeting (SFN), San Diego, 2016, 13623
Y Chai, J Coloigner, Xiaoping Qu, S Choi, AM Bush, M Borzage, C Vu, N Lepore, JC Wood. Tract specific analysis in patients with sickle cell disease. 11th International Symposium on Medical Information Processing and Analysis (SIPAIM), International Society for Optics and Photonics, 2015, 968108, doi:10.1117/12.2213617
S Choi, AM Bush, M Borzage, A Joshi, J Coloigner, V Rajagopalan, N Lepore, T Coates, JC Wood. Diffuse T1-MRI White Matter Volume Decrease in Patients with Sickle Cell Disease. 21th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Honolulu, 2015, 3364
AM Bush, M Borzage, S Choi, T Coates, JC Wood. Elevated Cerebral Blood Oxygen Extraction in Non-Transfused Sickle Cell Disease Patients. 56th American Society of Hematology Annual Meeting and Exposition (ASH), San Francisco, 2014, 1387
AM Bush, M Borzage, S Choi, T Coates, JC Wood. Elevated Cerebral Metabolic Oxygen Consumption in Sickle Cell Disease. 56th American Society of Hematology Annual Meeting and Exposition (ASH), San Francisco, 2014, 2706
M Borzage, AM Bush, S Choi, T Coates, JC Wood. Cerebral Blood Flow and Metabolic Correlates of Near Infrared Spectroscopy in Patients with Sickle Cell Disease. 56th American Society of Hematology Annual Meeting and Exposition (ASH), San Francisco, 2014, 1386
A Panigrahy, JL Wisnowski, S Choi, R Ceschin, N Dosenbach, S Bluml, VJ Schmithorst. Altered Glutamatergic Fronto-Limbic Network Connectivity in Late Preterm Preadolescents. Pediatric Academic Societies and Asian Society for Pediatric Research Joint Meeting (PAS/ASPR), Vancouver, 2014, 2185.7
JL Wisnowski, VJ Schmithorst, S Choi, RC Ceschin, S Bluml, P Corby, A Panigrahy. Gingival Inflammation Is Associated With Altered Tissue Microstructure in Frontolimbic Regions and Memory Performance in Otherwise Healthy Preadolescents. Pediatric Academic Societies and Asian Society for Pediatric Research Joint Meeting (PAS/ASPR), Vancouver, 2014, 3814.262
S Choi, AA Joshi, C Bhushan, DW Shattuck, RM Leahy, H Damasio, A Panigrahy and JL Wisnowski. A Multimodal Investigation of Neuronal/Axonal Integrity Using Structural T1-weighted Imaging, Diffusion Tensor Imaging, and H1 MR Spectroscopy. 21st Scientific Meeting of International Society for Magnetic Resonance in Medicine (ISMRM), Salt Lake City, 2013, p. 1951
DW Shattuck, AA Joshi, JP Haldar, C Bhushan, S Choi, AC Krause, JL Wisnowski, AW Toga and RM Leahy. Tools for Brain Image Segmentation, Registration, and Connectivity Analysis. 21st Scientific Meeting of International Society for Magnetic Resonance in Medicine (ISMRM), Salt Lake City, 2013, p. 2691
S Choi, C Bhushan, AA Joshi, K Raphel, D Tranel, DW Shattuck, JP Haldar, RM Leahy, H Damasio, JL Wisnowski. Altered orbitofrontal tissue microstructure in patients with chronic anterior temporal lobe lesions. 19th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Seattle, 2013, p. 3781