Darold Spillman

Prof. Darold Spillman

University of Illinois at Urbana-Champaign
orcid

Research Focus & Metrics

Academic Career Length

12Years (2015-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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7 December 2018 in Science Advances
Verified
Journal Article
Open access
PDF file
YSYi Sun
Yi Sun
SYSixian You
Sixian You
HTHaohua Tu
Haohua Tu
DSDarold Spillman
Darold Spillman
ECEric J. Chaney
Eric J. Chaney
SBStephen Boppart
Stephen Boppart
Intraoperative imaging of tumor microenvironment reveals correlations between extracellular vesicle density and breast pathology.

16 October 2018 in Optica
Verified
Journal Article
Open access
PDF file
ABAndrew Bower
Andrew Bower
JLJoanne Li
Joanne Li
ECEric J. Chaney
Eric J. Chaney
MMMarina Marjanovic
Marina Marjanovic
DSDarold Spillman
Darold Spillman
SBStephen Boppart
Stephen Boppart
Two-photon fluorescence lifetime imaging microscopy (2P-FLIM) of autofluorescent metabolic coenzymes has been widely used to investigate energetic perturbations in living cells and tissues in a label-free manner with subcellular resolution. While the currently used state-of-the-art instruments are highly sensitive to local molecular changes associated with these metabolic processes, they are inherently slow and limit the study of dynamic metabolic environments. Here, a sustained video-rate 2P-FLIM imaging system is demonstrated for time-lapse lifetime imaging of reduced nicotinamide adenine dinucleotide, an autofluorescent metabolic coenzyme involved in both aerobic and anaerobic processes. This system is sufficiently sensitive to differences in metabolic activity between aggressive and nonaggressive cancer cell lines and is demonstrated for both wide field-of-view autofluorescence imaging as well as sustained video-rate image acquisition of metabolic dynamics following induction of apoptosis. The unique capabilities of this imaging platform provide a powerful technological advance to further explore rapid metabolic dynamics in living cells.

19 December 2017 in Journal of Biomedical Optics
Verified
Journal Article
Open access
GMGuillermo L. Monroy
Guillermo L. Monroy
JWJungeun Won
Jungeun Won
DSDarold Spillman
Darold Spillman
RDRoshan Dsouza
Roshan Dsouza
SBStephen Boppart
Stephen Boppart
Since the inception of optical coherence tomography (OCT), advancements in imaging system design and handheld probes have allowed for numerous advancements in disease diagnostics and characterization of the structural and optical properties of tissue. OCT system developers continue to reduce form factor and cost, while improving imaging performance (speed, resolution, etc.) and flexibility for applicability in a broad range of fields, and nearly every clinical specialty. An extensive array of components to construct customized systems has also become available, with a range of commercial entities that produce high-quality products, from single components to full systems, for clinical and research use. Many advancements in the development of these miniaturized and portable systems can be linked back to a specific challenge in academic research, or a clinical need in medicine or surgery. Handheld OCT systems are discussed and explored for various applications. Handheld systems are discussed in terms of their relative level of portability and form factor, with mention of the supporting technologies and surrounding ecosystem that bolstered their development. Additional insight from our efforts to implement systems in several clinical environments is provided. The trend toward well-designed, efficient, and compact handheld systems paves the way for more widespread adoption of OCT into point-of-care or point-of-procedure applications in both clinical and commercial settings.

23 December 2017 in Journal of Biomedical Optics
Verified
Journal Article
Closed access
PDF file
GMGuillermo L. Monroy
Guillermo L. Monroy
PPParitosh Pande
Paritosh Pande
RNRyan M. Nolan
Ryan M. Nolan
RSRyan L. Shelton
Ryan L. Shelton
RPRyan G. Porter
Ryan G. Porter
SBStephen Boppart
Stephen Boppart
In an institutional review board-approved study, 25 pediatric subjects diagnosed with chronic or recurrent otitis media were observed over a period of six months with optical coherence tomography (OCT). Subjects were followed throughout their treatment at the initial patient evaluation and preoperative consultation, surgery (intraoperative imaging), and postoperative follow-up, followed by an additional six months of records-based observation. At each time point, the tympanic membrane (at the light reflex region) and directly adjacent middle-ear cavity were observed in vivo with a handheld OCT probe and portable system. Imaging results were compared with clinical outcomes to correlate the clearance of symptoms in relation to changes in the image-based features of infection. OCT images of most all participants showed the presence of additional infection-related biofilm structures during their initial consultation visit and similarly for subjects imaged intraoperatively before myringotomy. Subjects with successful treatment (no recurrence of infectious symptoms) had no additional structures visible in OCT images during the postoperative visit. OCT image findings suggest surgical intervention consisting of myringotomy and tympanostomy tube placement provides a means to clear the middle ear of infection-related components, including middle-ear fluid and biofilms. Furthermore, OCT was demonstrated as a rapid diagnostic tool to prospectively monitor patients in both outpatient and surgical settings.

28 March 2019 in npj Digital Medicine
Verified
Journal Article
Open access
PDF file
GMGuillermo L. Monroy
Guillermo L. Monroy
JWJungeun Won
Jungeun Won
RDRoshan Dsouza
Roshan Dsouza
PPParitosh Pande
Paritosh Pande
MHMalcolm C. Hill
Malcolm C. Hill
SBStephen Boppart
Stephen Boppart
The diagnosis and treatment of otitis media (OM), a common childhood infection, is a significant burden on the healthcare system. Diagnosis relies on observer experience via otoscopy, although for non-specialists or inexperienced users, accurate diagnosis can be difficult. In past studies, optical coherence tomography (OCT) has been used to quantitatively characterize disease states of OM, although with the involvement of experts to interpret and correlate image-based indicators of infection with clinical information. In this paper, a flexible and comprehensive framework is presented that automatically extracts features from OCT images, classifies data, and presents clinically relevant results in a user-friendly platform suitable for point-of-care and primary care settings. This framework was used to test the discrimination between OCT images of normal controls, ears with biofilms, and ears with biofilms and middle ear fluid (effusion). Predicted future performance of this classification platform returned promising results (90%+ accuracy) in various initial tests. With integration into patient healthcare workflow, users of all levels of medical experience may be able to collect OCT data and accurately identify the presence of middle ear fluid and/or biofilms.

28 November 2018 in Biomedical Optics Express
Verified
Journal Article
Open access
PDF file
JWJianfeng Wang
Jianfeng Wang
YXYang Xu
Yang Xu
KMKelly J. Mesa
Kelly J. Mesa
FSFredrick A. South
Fredrick A. South
ECEric J. Chaney
Eric J. Chaney
SBStephen Boppart
Stephen Boppart
We report the development and implementation of an intraoperative polarization-sensitive optical coherence tomography (PS-OCT) system for enhancing breast cancer detection. A total of 3440 PS-OCT images were intraoperatively acquired from 9 human breast specimens diagnosed by H&E histology as healthy fibro-adipose tissue (n = 2), healthy stroma (n = 2), or invasive ductal carcinoma (IDC, n = 5). A standard OCT-based metric (coefficient of variation (CV)) and PS-OCT-based metrics sensitive to biological tissue from birefringence (i.e., retardation and degree of polarization uniformity (DOPU)) were derived from 398 statistically different and independent images selected by correlation coefficient analysis. We found the standard OCT-based metric and PS-OCT-based metrics were complementary for the differentiation of healthy fibro-adipose tissue, healthy stroma, and IDC. While the CV of fibro-adipose tissue was significantly higher (p<0.001) than those of either stroma or IDC, the CV difference between stroma and IDC was minimal. On the other hand, stroma was associated with significantly higher (p<0.001) retardation and significantly lower (p<0.001) DOPU as compared to IDC. By leveraging the complementary information acquired by the intraoperative PS-OCT system, healthy fibro-adipose tissue, healthy stroma, and IDC can be differentiated with an accuracy of 89.4%, demonstrating the potential of PS-OCT as an adjunct modality for enhanced intraoperative differentiation of human breast cancer.