Sheng Xiao

Dr. Sheng Xiao

orcid

Research Focus & Metrics

Academic Career Length

25Years (2002-Present)

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

Representative Publications

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22 October 2020 in Optica
Verified
Journal Article
Closed access
SXSheng Xiao
Sheng Xiao
HGHoward Gritton
Howard Gritton
HTHua-An Tseng
Hua-An Tseng
DZDana Zemel
Dana Zemel
XHXue Han
Xue Han
JMJerome Mertz
Jerome Mertz
Optical microscopy has been an indispensable tool for studying complex biological systems, but is often hampered by problems of speed and complexity when performing 3D volumetric imaging. Here, we present a multifocus imaging strategy based on the use of a simple z-splitter prism that can be assembled from off-the-shelf components. Our technique enables a widefield image stack to be distributed onto a single camera and recorded simultaneously. We exploit the volumetric nature of our image acquisition by further introducing a novel extended-volume 3D deconvolution strategy to suppress far-out-of-focus fluorescence background to significantly improve the contrast of our recorded images, conferring to our system a capacity for quasi-optical sectioning. By swapping in different z-splitter configurations, we can prioritize high speed or large 3D field-of-view imaging depending on the application of interest. Moreover, our system can be readily applied to a variety of imaging modalities in addition to fluorescence, such as phase-contrast and darkfield imaging. Because of its simplicity, versatility, and performance, we believe our system will be a useful tool for general biological or biomedical imaging applications.

5 June 2024 in Nature Methods
Verified
Journal Article
Open access
PDF file
SXSheng Xiao
Sheng Xiao
WCWilliam J. Cunningham
William J. Cunningham
KKKrishnakanth Kondabolu
Krishnakanth Kondabolu
ELEric Lowet
Eric Lowet
MMMaria V. Moya
Maria V. Moya
JMJerome Mertz
Jerome Mertz
Voltage imaging with cellular specificity has been made possible by advances in genetically encoded voltage indicators. However, the kilohertz rates required for voltage imaging lead to weak signals. Moreover, out-of-focus fluorescence and tissue scattering produce background that both undermines the signal-to-noise ratio and induces crosstalk between cells, making reliable in vivo imaging in densely labeled tissue highly challenging. We describe a microscope that combines the distinct advantages of targeted illumination and confocal gating while also maximizing signal detection efficiency. The resulting benefits in signal-to-noise ratio and crosstalk reduction are quantified experimentally and theoretically. Our microscope provides a versatile solution for enabling high-fidelity in vivo voltage imaging at large scales and penetration depths, which we demonstrate across a wide range of imaging conditions and different genetically encoded voltage indicator classes.

25 August 2025 in Nature Methods
Verified
Journal Article
Open access
PDF file
JBJordão Bragantini
Jordão Bragantini
ITIlan Theodoro
Ilan Theodoro
Xiang ZhaoXiang Zhao
Xiang Zhao
THTeun A.P.M. Huijben
Teun A.P.M. Huijben
EHEduardo Hirata-Miyasaki
Eduardo Hirata-Miyasaki
LRLoic Royer
Loic Royer
Tracking live cells across two-dimensional, three-dimensional (3D) and multichannel time-lapse recordings is crucial for understanding tissue-scale biological processes. Despite advancements in imaging technology, accurately tracking cells remains challenging, particularly in complex and crowded tissues where cell segmentation is often ambiguous. We present Ultrack, a versatile and scalable cell tracking method that tackles this challenge by considering candidate segmentations derived from multiple algorithms and parameter sets. Ultrack leverages temporal consistency to select optimal segments, ensuring robust performance even under segmentation uncertainty. We validate our method on diverse datasets, including terabyte-scale developmental time-lapse recordings of zebrafish, fruit fly and nematode embryos, as well as multicolor and label-free cellular imaging. We demonstrate that Ultrack achieves superior or comparable performance in the cell tracking challenge, particularly when tracking densely packed 3D embryonic cells over extended periods. Moreover, we propose an approach to tracking validation via dual-channel sparse labeling that enables high-fidelity ground-truth generation, pushing the boundaries of long-term cell tracking assessment. Our method is freely available as a Python package with Fiji and Napari plugins and can be deployed in a high-performance computing environment, facilitating widespread adoption by the research community.

2 November 2021 in Optica
Verified
Journal Article
Closed access
SXSheng Xiao
Sheng Xiao
IDIan Davison
Ian Davison
JMJerome Mertz
Jerome Mertz
A passive add-on greatly multiplies the sweep rate of any mechanical scanner while also enhancing throughput, enabling a single linear scanner to produce ultrafast 1D or 2D laser scans for general applications.

21 May 2018 in Scientific Reports
Verified
Journal Article
Open access
PDF file
SXSheng Xiao
Sheng Xiao
HTHua-An Tseng
Hua-An Tseng
HGHoward Gritton
Howard Gritton
XHXue Han
Xue Han
JMJerome Mertz
Jerome Mertz
Fast volumetric microscopy is required to monitor large-scale neural ensembles with high spatio-temporal resolution. Widefield fluorescence microscopy can image large 2D fields of view at high resolution and speed while remaining simple and costeffective. A focal sweep add-on can further extend the capacity of widefield microscopy by enabling extended-depth-of-field (EDOF) imaging, but suffers from an inability to reject out-of-focus fluorescence background. Here, by using a digital micromirror device to target only in-focus sample features, we perform EDOF imaging with greatly enhanced contrast and signal-to-noise ratio, while reducing the light dosage delivered to the sample. Image quality is further improved by the application of a robust deconvolution algorithm. We demonstrate the advantages of our technique for in vivo calcium imaging in the mouse brain.

15 June 2023 in Optica
Verified
Journal Article
Closed access
SXSheng Xiao
Sheng Xiao
JGJohn T. Giblin
John T. Giblin
DBDavid A. Boas
David A. Boas
JMJerome Mertz
Jerome Mertz
High-speed laser scanning microscopes are essential for monitoring fast biological phenomena. However, existing strategies that achieve millisecond time resolution with two-photon microscopes (2PMs) are generally technically challenging and suffer from compromises among imaging field of view, excitation efficiency, and depth penetration in thick tissue. Here, we present a versatile solution that enables a conventional video-rate 2PM to perform 2D scanning at kilohertz frame rates over large fields of view. Our system is based on implementation of a scan multiplier unit that provides inertia-free multiplication of the scanning speed while preserving all the benefits of standard 2PM. We demonstrate kilohertz subcellular-resolution 2PM imaging with an order of magnitude higher imaging throughput than previously achievable and penetration depths exceeding 500 µm, which we apply to the study of neurovascular coupling dynamics in the mouse brain.