Fundamental insights in the biological sciences have often been stimulated and catalyzed by the development of new scientific tools, as these are the crucial technologies that drive new experiments and therefore lead to new discoveries. Light microscopy has revolutionized our understanding in many areas of biology, yet light scattering severely limits its performance and biomedical usefulness inside live, three-dimensional tissues, such as the mouse. New approaches and tools are thus required to noninvasively image biological function at depth inside living tissue with sufficient resolution, speed and contrast. The focus of our group at EMBL is to push the frontiers of deep tissue microscopy in terms of imaging depths and resolution by developing advanced and innovative optical imaging techniques. We also actively engage in developing and establishing unconventional imaging approaches such as Brillouin microscopy to ‘image’ mechanical properties of living tissues in a non-contact fashion and with diffraction-limited resolution in 3D.
To do so we draw from diverse fields such as multi-photon microscopy, active wave-front shaping, photo-acoustics, computational imaging as well as high-resolution spectroscopy.
The ultimate goal of our research is the direct application of our newly developed methods to fundamental and previously inaccessible biological questions, with an emphasis on the mouse model. Our multidisciplinary team comprises of physicists, engineers, computer scientists and biologists, and we engage in close collaboration with fellow groups within and outside of EMBL in the fields of cell and developmental biology as well as neuroscience.
One of our past and current foci is the development of novel optical techniques for high-speed imaging. Together with our collaborators, we apply our methods to study neuronal activity and cellular dynamics in a range of model organisms. Amongst others, we have put forward a two-photon microscopy technique based on light-sculpting (Fig. 1) that has enabled the first whole-brain calcium imaging in C. elegans (Fig. 2). (Schrodel et al., 2013)
Recently, we extended our light-sculpting imaging methods to the scattering tissue domain and demonstrated fast volumetric calcium imaging across the majority of a cortical column in the mouse (Fig. 3). (Prevedel et al., 2016)
In other work, we have established light-field deconvolution microscopy, an elegant approach to perform volumetric imaging that achieves unprecedented acquisition speeds while requiring no mechanical scanning. This can be applied to image neuronal activity across entire, small organisms or small animal brains such as zebrafish larvae (Fig. 4). (Prevedel et al., 2014)
To further push the capabilities of light-field imaging, we have combined selective volume illumination with orthogonal light-field detection to obtain higher and more isotropic resolution, while significantly reducing reconstruction artefacts. With this we were able to image the beating heart of Medaka fish as well as its blood flow dynamics at up to 200Hz volume rate (Fig. 5). (Wagner et al., 2019)
Brillouin microscopy is a novel microscopy technique that measures mechanical properties such as elasticity and viscosity of biological samples in a 3D, nondestructive, and fully optical fashion.
Mechanical properties have been shown to play an important role in several biological processes, including control of malignancy in tumors, stem cells differentiation, as well as in morphogenesis of cells and tissues. Standard techniques in the field of mechanobiology, however, typically rely on external perturbations making them invasive, while other approaches often suffer from poor resolution. Instead Brillouin microscopy exploits a light-matter interaction, called Brillouin scattering, to probe mechanical properties in the GHz regime. Due to its all-optical nature, it can achieve, high, diffraction-limited resolution in 3D. (Bevilacqua et al., 2019)
The physical principle is outlined in Figure 1. Laser light is focused on the sample and interacts with sound waves, intrinsically present in any material because of thermal agitation. During the scattering process, the light experiences a positive or negative frequency shift. The amount of the shift is proportional to the speed of sound inside the material and is thus informative of visco-elastic properties. In particular, it is proportional to the longitudinal modulus, from which elastic and viscous parameters can be obtained. (Prevedel et al., 2019)
Our lab has developed a confocal Brillouin microscope capable of fluorescence co-detection for long-term imaging of biological processes. We are applying our Brillouin microscope, in collaboration with other groups, to interesting processes in development and cell biology. Recently we optimized our Brillouin microscope to image the properties of sub-micron thick layers of extracellular layers in live zebrafish (Fig.2). (Bevilacqua et al., 2019)
In order to study dynamic biological processes in-vivo in mammalian organisms such as the mouse, techniques are required which enable non-invasive imaging at large tissue depth with sub-cellular resolution. Multi-photon microscopy is currently the technique of choice for in-vivo imaging of opaque and highly scattering tissue samples. However, scattering and optical aberrations lead to degradation of the point spread function (PSF) and hence, reduced image contrast, resolution and excitation power at depth. To enable imaging of cellular- and subcellular structures at high spatial resolution deep inside mammalian tissue in-vivo, we combine two powerful optical techniques: multiphoton microscopy and adaptive optics.
For deep tissue imaging we are exploiting the advantageous properties of three- photon excitation. The longer wavelength employed for excitation and the later on-set of out-of-focus fluorescence increases the signal-to-noise ratio at depth (Fig.2). This can be combined with red-shifted fluorophores to further reduce scattering. (Qi et al., 2018)
Adaptive optics is a technique to improve imaging performance by correcting wavefront aberrations introduced by the biological sample and the optical system. We are working on direct and indirect wavefront sensing approaches to enable diffraction limited resolution deep inside the tissue (Fig. 3).
We apply our adaptive multi-photon technique to open questions at the forefront of biology and neuroscience.
The strong scattering properties of many biological tissues prevent deep imaging using visible light. Although approaches exist that partly circumvent this problem, such as multi-photon microscopy or Optical Coherence Tomography, they still hit a hard depth limit at about 1-2 mm in practice. To image beyond, we need to exploit other imaging modalities not based on classical light microscopy. One of the most promising techniques is photoacoustic imaging which allows to achieve imaging depth and resolution similar to that of ultrasound tomography while retaining molecular specificity.
In simple terms, the photoacoustic imaging is based on generating sound with the use of light (Fig. 1A). The use of high-energy, short laser pulses tuned to the absorption spectrum of the molecules of interest causes rapid transient heating of the tissue at the sites of light absorption. Rapid heating in turn causes local expansion of the tissue and generates propagating acoustic waves which can be used for ultrasound-based imaging. We are developing approaches based on photoacoustic tomography which allows to fully harvest the deep tissue imaging capabilities (<10mm) of the technique. In this approach, instead of acquiring images pixel by pixel, we excite the entire tissue at once and record the overall generated acoustic field over time from multiple directions. We then use a computational approach based on simulating the acoustic field propagation to reconstruct the absorbing molecule distribution from the acoustic field they generate (Fig. 1B).
Intravital Fluorescence Tomography (IFT) is a non-invasive, thick tissue imaging technique enabling longitudinal studies. IFT relies on collecting multiply scattered fluorescent light from the surface of a turbid media with a detector array which is radially spaced away from the excitation light source (Fig.1). The different separation between the source and detectors yields depth information of the fluorescence emission inside the tissue. The collected fluorescent light from different detectors constitutes a tomographic data set for 3D volumetric reconstruction of the fluorescent target.
Tumor volume assessment is essential for staging of tumor progression and evaluation of drug treatment efficacy. However, non-invasive assessment of the volume, in-vivo, is still a challenge for traditional imaging modalities, owing to the large interrogation area and deep-seated molecular (fluorescence) signal through a highly scattering skin tissue. Intravital Fluorescence Tomography (IFT) offers a solution to capture the in-vivo tumor volume in 3D with sufficient spatiotemporal resolution with the help of Non-invasive Intravital Imaging Window (NIIW) for tissue stabilization (Fig.2).
With the help of an Doxycycline inducible mammary gland tumor model, one can replicate the tumor lifecycle in mice: the tumor onset, growth, regression, and relapse. IFT provides the platform for long-term tumor monitoring without interfering with the tumor microenvironment and reveals the tumor volume progression over its entire lifecycle. This technique is useful for studying tumor biology, understanding tumor development, and investigating the drug response of a selected tumor type in-vivo in the native tissue. Furthermore, IFT alleviates the burden put on animals, usually during the imaging sessions and reduces the overall required animal number by enabling longitudinal studies.
Overall, IFT is a powerful 3D intravital imaging tool of biological imaging, which we apply for shedding light on tumor development questions.
The term optical coherence imaging refers to the optical coherence tomography (OCT) and its another modality optical coherence microscopy (OCM) which has a higher transverse spatial resolution. Similar to ultrasound in principle, OCT/OCM obtains cross sectional images of microstructure in biological systems with optical resolution by measuring the echo time delay of optical backscattering. In general, OCT/OCM allows 3D imaging with fast speed, high resolution and deep penetration. These features make it a powerful intravital imaging tool with applications spanning many multiple clinical specialties as well as fundamental scientific and biological research.
In our lab, we are developing a high-resolution OCT system for intravital applications such as tumor anatomy imaging (Fig 2).
Specific tasks need specific tools. Our lab develops bespoke methods to unlock long standing questions in neurobiology. Currently our research is aimed at:
1) What is the neural basis of behavior? How does our brain control and generate such diversity of actions? Tackling this question requires tools that allow the interrogation of neural function at the systems level and, simultaneously, a comprehensive quantitative readout of complex behavior. To address this challenge, we have combined our high-speed bio-imaging system with unbiased videographic tracking of behavior (Fig. 1) which allows simultaneous sampling of behavioral sequences and neuronal population activity in head fixed but awake and behaving mice. We developed an unbiased, unsupervised image analysis algorithm to quantify on-going facial motor behavior in head fixed mice (GitHub), which enabled us to find a functional link between neuronal population activity at the motor cortex and face movements. (Boffi et al., 2021)
2) One of the key features of our brains is its ability to categorize sensory inputs. For example, we easily attribute different meaning to the sounds of the words ‘pea’ and ‘tea’, or to sounds coming from the left or the right side of the head versus the front when we are walking across a street. However, if we are passively listening to a lecture about food and drinks, we might find periods where we can’t figure out if the speaker is talking about peas or tea. Equally so, the lecturer might have a hard time locating the sound of a student phrasing a question from the left or right side of the auditorium. To interrogate the mechanisms by which neuronal populations reliably categorize auditory inputs we modified our fast volumetric sTeFo 2P Ca2+ imaging platform to include a fully automated ultrasonic speaker system which delivers auditory stimuli from flexible directions to ultrasonic hearing animal models like mice.
Shared with Mahamid and Schwab group
Shared with Ikmi group
Shared with Schwab team and Arendt group
|Name||Period/position in the lab||Position after EMBL|
|Chii Jou Chan||06/20-12/20
|Group leader, Mechanobiology Institute, Singapore|
|Predoc, University of Göttingen, Germany|
|Student, Mines Paritech, France|
|Predoc (Asari lab), EMBL Rome, Italy|
|Mehmet S. Ozturk||01/17-12/19
|Assistant Professor, Karadeniz Technical University, Turkey|
|Visiting student, Harvard University, USA|
|Predoc, TU Munich, Germany|
|Visiting student, Chicago University, USA|
|Lab Assistant, Hampton University, USA|
|Student, Heidelberg University, Germany|
|Postdoc, Huazhong University, China|
|Predoc, Harvard University, USA|
For more information please visit this site.
We are contributing to the 5th BioBrillouin meeting11/10/2021
We are contributing again to the annual BioBrillouin conference and training school series, with lectures by Robert, and training demos and a research presentation by Carlo.
We are at 'Seeing is believing'04/10/2021
The lab is well represented at the EMBL-EMBO Symposium 'Seeing is Believing'. Listen to Robert’s and Jakub’s talk as well as Carlo’s poster on Thu. Oct. 6.
Our paper on adaptive optics three-photon microscopy for deep brain imaging is out30/09/2021
Lina’s paper on adaptive optics three-photon microscopy for deep brain imaging was published today in Nature Methods! Congrats to the entire team - and special thanks to our wonderful collaborators!
We are joining the Interdisciplinary Center of Neurosciences18/08/2021
Our lab is joining the Interdisciplinary Center of Neurosciences (IZN) in Heidelberg with Robert as an Investigator. This will foster our local connections and we’re looking forward to future collaborations, some of which we’ve already started!
Today is the 5th anniversary of the lab!01/08/2021
Today marks the 5-year of our lab at EMBL. It’s been a wonderful journey so far and were are excited to see what the future has in store for us!
Octave Martin joining our lab as PhD student21/06/2021
Octave will be working on using Deep Learning to combine Light Field and Light Sheet microscopy modalities for fast and accurate volumetric reconstruction with continuous validation. Welcome Octave!
We are part of a COST Innovator grant together with our collaborators of the ‘BioBrillouin’ network28/05/2021
We’re participating in a successful COST Innovator grant that aims at generating a comprehensive Brillouin spectral database of biological materials, together with our collaborators of the COST Action ‘BioBrillouin’ network.
New project funded by the MOLIT gGmbH14/05/2021
We received funding from the MOLIT gGmbH to develop 4D imaging methods for tumor organoids as part of our close collaboration with the Jechlinger lab.
Mehmet’s paper is now online11/05/2021
Mehmet’s paper on intravital cancer monitoring using fluorescence tomography, in collaboration with the Jechlinger lab, is now online at Communication Biology. Congratulations to everyone involved!
Our deep-learning light-field microscopy paper is out07/05/2021
Our deep-learning light-field microscopy paper is out in Nature Methods today! Congrats to the whole team and thanks to all our wonderful collaborators!
Ivo Leite joining our lab as postdoc05/05/2021
Ivo will be working on wavefront shaping and photoacoustics. Welcome Ivo!
Great news from the DFG!28/04/2021
Our lab will be funded for 3 years to work on revealing the neuronal population code of auditory space!
Jakub defended his PhD thesis!25/03/2021
Congratulations to Jakub for an outstanding PhD defense!
Amr Tamimi joining our lab as postdoc08/02/2021
Amr will be working on multiphoton microscopy. Welcome Amr!
Lina's presentation at the Optical Interest Group Seminar Series is online03/02/2021
Lina defended her PhD thesis!29/01/2021
Congratulations to Lina for an impeccable thesis defense!
Marina Sabbadini joining our lab as PhD student25/01/2021
Marina will be working on mouse facial expression analysis in correlation with neuronal activity. Welcome Marina!
New master student joined our lab!21/01/2021
Ivana will be working on Brillouin microscopy. Welcome Ivana!
Congratulations to Joe for his new PI position!20/12/2020
After 5 years at EMBL Chii Jou (Joe) Chan is leaving to take up a group leader position at the Mechanobiology Institute in Singapore. It’s been great having him in the lab and collaborating on new applications of Brillouin microscopy. All the best for your new lab and scientific endeavours!
Robert's presentation at SPAOM is online18/12/2020
Jakub's paper is out in Advanced Optical Materials11/12/2020
Jakub’s paper on “Improving sensitivity of Fabry-Perot based sensors using adaptive optics” is out in Advanced Optical Materials. Congratulations Jakub!
New master student joined our lab!07/12/2020
Emanuel will be doing a master thesis on image restoration. Welcome Emanuel!
New project funded by the Chan Zuckerberg Initiative02/12/2020
We are thrilled to receive funding from the Chan Zuckerberg Initiative to support a new project on deep-tissue imaging. We’ll work together with Claire Deo (EMBL Heidelberg) and Sylvain Gigan (Sorbonne Univ.) to advance fluorescence imaging deep inside scattering samples.
Nikita Kaydanov joining our lab as PhD student21/10/2020
Nikita started his PhD to work on photoacustic tomography. Welcome Nikita!
Fan Yang joining our lab as postdoc07/09/2020
Fan will be working on Brillouin microscopy. Welcome Fan!
Congratulations to Tristan!07/08/2020
Today Tristan successfully defended his MSc thesis. Good job Tristan!
Chii Jou Chan joining our lab as postdoc01/06/2020
Joe is joining our lab to work on studying mouse ovaries using Brillouin microscopy. Welcome Joe!
Kaushik joining as EIPOD postdoc between our and Aissam Ikmi’s lab01/04/2020
He will use some of our developed imaging technologies to understand morphogenesis and behaviour in Nematostella. Welcome Kaushik!
Excellent news from Brussels again!25/03/2020
We are receiving a Horizon 2020 FET Proactive grant to work on deep brain imaging using novel superconducting detector arrays developed by our project partners in Sweden and the Netherlands.
EMBL closure due to the Coronavirus pandemic19/03/2020
As of today, EMBL has closed their campuses across Europe, and thus our lab is now working from home. We’re going to miss our optics lab and mutual interactions, but hope everyone stays safe and healthy - see you soon!
Raj, from the Hufnagel lab, is joining our lab01/03/2020
Raj will be working on new light-sheet imaging approaches. Welcome Raj!
Robert is back from an exciting week in the Bay Area07/02/2020
A Neurotechnology Plenary at SPIE Photonics West, as well as invited presentations and visits to UC Davis and the CZI Biohub.
New visiting student joined our lab!07/01/2020
Sebastian will be working on real time images process and hardware control. Welcome Sebastian!
We are now part of the Molecular Medicine Partnership Unit19/12/2019
We are now part of the Molecular Medicine Partnership Unit (MMPU) between the University of Heidelberg and EMBL. Together with our colleagues Rohini Kuner and Jan Siemens from the University and Theodore Alexandrov from EMBL we are part of the group “Chronic Pain & Homeostasis” and will contribute with our deep in-vivo brain imaging expertise.
Great news from Brussels!10/12/2019
The lab has been awarded with an ERC Consolidator grant to fund our work on Brillouin microscopy for the next 5 years. We are all excited and will be looking for new lab members soon.
Lina is at the International Workshop on Adaptive Optics in Industry and Medicine21/10/2019
On the 24th of October, she will present a talk about her recent progresses in adaptive optics and multi-photon microscopy.Official website
New Master student joined our lab!14/10/2019
Tristan, from University of Heidelberg, will be doing his master thesis on analysing facial expressions in mice in relation to motor cortex activity. Welcome Tristan!
Mesoscopic Fluorescence Tomography paper appeared in Biomedical Optics Express11/10/2019
The paper investigates different Source Detector configurations for mesoscopic fluorescence molecular tomography. Check it out!Link to the paper
We are at "Seeing is believing"conference at EMBL!09/10/2019
Carlo, Jakub and Lina are presenting a poster on the 9th and on the 11th of October.Official website
Robert at the Interdisciplinary Symposium on 3D Microscopy01/10/2019
Robert is presenting this week at the Interdisciplinary Symposium on 3D Microscopy in Engelberg, Switzerland, organized by the Swiss Society for Optics and MicroscopyOfficial website
We are in Porto for the 3rd BioBrillouin meeting17/09/2019
On Thursday 26th September Carlo is presenting our work on "Imaging mechanical properties of sub-micron ECM in live zebrafish using Brillouin microscopy"Here you can find more info
We are back from lab retreat27/08/2019
We have been, togheter with the Diz-Muñoz group, close to the Neckar river. It was a retreat with good scientific talks and discussions and exciting social activities like canoing and geo-cashing. Have a look at the picture before canoing!
Congratulations to Momoko!10/07/2019
Today Momoko successfully defended her MSc thesis on "Development of a serial time-encoded interferometer for photoacoustic imaging". Well done Momoko!
DFG grant approved1/07/2019
Happy to announce that we got DFG funding to join SPP 1926 on voltage imaging. Looking forward to working with Paul Heppenstall and the entire consortium
We are at ECBO in Munich22/06/2019
On Tuesday 25 June Mehmet is presenting "Longitudinal monitoring of in-vivo mice mammary tumor progression using intravital fluorescence tomography and optical coherence tomography"Here you can find more info
Iso-LFM paper is published in Nature Methods29/04/2019
Our work on dual-view light-field imaging of fast biological processes appeared online today in Nature Methods. Congrats to everyone involved!
EMBL also published an article and video describing our work. Check it out!
New postdoc to join our lab on neuroimaging25/03/2019
Juan Boffi joins us as an EIPOD postdoc from the Kuner lab in Heidelberg. Juan will use our fast volumetric microscopes to study sensory processing in the mouse brain. Welcome Juan!
Jakub is at EMIM in Glasgow19/03/2019
Tomorrow at 16:00 he is presenting a poster "Longitudinal studies of mouse mammary gland tumour models using photoacoustics"Here you can find more info
We are online!08/03/2019
Today our website is online!
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