Chrysafis Andreou

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NANOTECHNOLOGY

FOR

MOLECULAR IMAGING 

AND ANALYSIS

   “Engineering biomolecular solutions for health” 

Chrysafis Andreou, Ph.D. joined the Electrical and Computer Engineering department of the University of Cyprus as a lecturer in 2018 and was promoted to Assistant Professor in 2022. He is the head of the Nanotechnology Imaging and Detection Lab.

He obtained two B.Sc. degrees (in Physics and in Mathematics) from the Pennsylvania State University (2006), a M.Sc. in Electrical Engineering from the University of Cyprus (2008), and a Ph.D. in Biomolecular Science and Engineering from the University of California Santa Barbara (2013).

During his Ph.D. studies, he developed microfluidic systems for biomolecular detection based on optically active nanoparticles providing surface enhanced Raman scattering. Some of the most relevant applications include detection of methamphetamine in saliva, detection of antibiotics in milk, and real-time analysis of gaseous flows. He has extensive experience in nanoparticle synthesis, sample acquisition and processing, and data analysis with advanced chemometric techniques, as well as numerical simulations for chemical transport phenomena.

Additionally, he worked as a Research Scholar at the Memorial Sloan Kettering Cancer Center in New York (2014-2018) where he engineered molecularly specific SERS nanoprobes for the detection of tumor-related targets in models of cancer, and specifically for applications in immunotherapy. He developed new imaging methods based on nanoparticles for Raman and photoacoustic imaging, as well as algorithms for spectral unmixing, image segmentation, and classification.

Now, as a Principal Investigator, he is engineering health-related applications based on microdevices and nanoparticles, focusing on personalized medicine.

Assistant Professor Chrysafis Andreou, PhD

Nanotechnology, Imaging and Detection Laboratory

Department of Electrical and Computer Engineering

University of Cyprus

This email address is being protected from spambots. You need JavaScript enabled to view it.; (+357) 22 893813

 

 

Molecular Imaging

Diagnosis in full color

Nanoparticles make an ideal weapon in the fight against cancer. They can be used for imaging, diagnosis, and therapy. Our lab seeks to develop new nanoparticles that use light to visualize many different targets in the tumor microenvironment at once, or to provide therapy only where needed.

image4_chrysafis.png We specialize in a type of nanoparticle called “surface enhanced Raman nanoprobes,” SERS NPs for short. The gold nanostars in the center absorb infrared light and scatter it back with its energy shifted. The shift in energy provides a spectrum, as unique as a fingerprint, that can identify the nanoparticle in the body or in complex fluids. The spectrum is controlled by dye molecules attached to the gold. A glass shell protects the gold core and the spectrum and can hold antibodies that target specific molecules in the body.

By making different dye-antibody pairs we can create a library of imaging agents, each specific to its target and spectrally distinct from the others.

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 We used a library of SERS NPs to image tumor and immune cells and map the effects of immunotherapy.

We synthesized SERS NPs able to recognize specific biomolecules related to cancer and to the body’s immune cells, and tested them in preclinical models of cancer subjected to immunotherapy. By imaging multiple molecular targets in a single scan, we were able to identify tumor cells, immune cell infiltration and activation status. This multiplexed molecular image allowed us to identify individual tumors and tumor sub-regions with possible resistance to therapy.

Currently, immunotherapy benefits less than 20% of patients. We hope that imaging methods like ours can identify which patients will benefit from this treatment, or even identify newer immunotherapies for the other 80%.

Personalized Medicine 

Four technologies – a single goal

In our lab, the Nanotechnology, Imaging and Detection Laboratory (NIDL), we are paving the way to Personalized Medicine. Modern medicine relies on population statistics for diagnosis and treatment, ignoring the specific circumstances, genetic factors, and molecular peculiarities of the individual. This equalitarian approach becomes especially problematic when applied to cancer, as each patient, and each tumor within each patient, have distinct cellular makeup and molecular expression – like morbid snowflakes, no two are the same. Tumor heterogeneity leads to variable treatment response, curing some patients while having little improvement for others.

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At the NIDL, we develop the tools that allow us to identify molecular characteristics specific to the patient and the disease, to predict the best possible treatment. 

We approach this problem on four different scales, using four distinct technologies:

  • Nanoparticles – engineered constructs a thousand times smaller than a grain of sand, able to provide smart functionalities.
  • Light – light, visible and infrared, allows us to map and identify tissues based on their color, refractive index, and spectral properties, capturing images of the molecular complexity of biological tissues in physiology and disease.
  • Microfluidic devices – engineered channels, the width of a human hair, can be used to perform chemical reactions with exquisite control, or provide a miniature model of a tumor, built with cells from a patient.
  • Machine Learning – advanced algorithms allow us to understand the wealth of data available, and identify the significant parameters, no matter how small.

Microfluidics

Precision analysis fast

Molecules that may cause or indicate the presence of disease can be found in our bodies, our food, and our environment. We develop molecular assays, based on nanoparticles to enrich, isolate, and detect molecules of interest. These molecular targets include antibodies against diseases (such as the coronavirus SARS-CoV2), bacterial metabolites in urine samples, acrylamide in fried and baked foods, narcotics or poisons, and many more.

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We use microfluidic devices to handle minute volumes of samples. The samples processed and mixed with nanoparticles with high precision to enhance and detect their Raman signals. In this way, we can detect trace quantities of analytes with high specificity.

Living model systems

Microfluidic channels have similar sizes as blood vessels. The channels can be made to behave like biological tissues, allowing the growth of cells within them.

These organ-on-chip systems allow us to study the biological processes in healthy and diseased tissues. They recapitulate the tumor microenvironment and make an excellent system for testing our nanoparticles.

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 We envision personalized chips, populated with cancer cells extracted from each patient, to enable personalized diagnosis and treatment.

Nanoparticles

Bridging light and matter

Because of their size, similar to the scale of proteins and viruses, nanoparticles are ideal for applications in health. They are small enough to interact directly with single molecules, yet large enough to have multiple materials, layers, and functionalities. We use nanoparticles and optical spectroscopy to identify molecules inside and out of the body, with applications in molecular imaging and chemical detection.

Metal nanoparticles, made of gold or silver, act as tiny antennas, that can receive and send signals using light. By changing their shape, we can “tune” them to specific frequencies, using a phenomenon called surface plasmon resonance. Surface plasmons are very intense localized electric fields, oscillating on the nanoparticle.

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 Light is an electromagnetic wave. Its electric field excites plasmons on metal surfaces. Here, plasmons concentrate the electric field on a gold nanosphere’s surface.

Metal nanoparticles, made of gold or silver, act as tiny antennas that can receive and send signals using light. By changing their shape, we can “tune” them to specific frequencies, using a phenomenon called surface plasmon resonance. Surface plasmons are very intense localized electric fields, oscillating on the nanoparticle.

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 A pair of nanoparticles acts as a lens.

They concentrate the electric field in a small area called the ‘hot spot’. Any molecules found in the hotspot will oscillate, and emit a strong and specific light signal, because of the Raman effect. By collecting the Raman scattered light, we can identify even a single molecule.

In NIDL, we produce plasmonic nanoparticles with different materials and properties, and employ them for the detection of health related molecules, in a variety of applications.

 

Breath Analysis

Fresh air in diagnostics

Breath analysis is a fast and non-invasive method for disease detection and monitoring. We develop novel sensors based on nanomaterials aimed at profiling the exhaled breath signature. These sensors can be used for early detection of cancer, or for diagnosing respiratory tract infections. Additionally, we develop methodologies and algorithms for fast disease diagnosis, by analyzing changes in the exhaled breath composition over time. We focus on diseases that need immediate care, such as sepsis.

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 We work together with experts in breath analysis, specifically the Volatolomics Lab, to identify and detect diagnostically significant molecules in exhaled breath.

Data Intelligence

Multidimensional analysis

With a wealth of data available, including imaging, chemical analysis, and time evolution, we have the opportunity to develop diagnostic algorithms that provide meaningful interpretations.

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 Multiplexed molecular tumor imaging allows the segmentation of biologically similar regions and their classification into responders or resistant to therapy.

With nanoparticles, microdevices, and advanced algorithms, we aim to provide molecularly guided diagnosis, and help physicians treat the person, not the disease.

  

SELECTED GRANTS

1.     SERAFINA: Surface-enhanced Raman spectroscopy for detection and quantification of Acrylamide in Food Co-Develop Cyprus Research and Innovation Foundation

2.     SepsISensoR: Sepsis Diagnosis via Integrated Breath Sensing System with Change-Point Detection for Real-Time Point-of-Care Marie Skłodowska-Curie Actions European Commission

3.     CanSENS: Colon Cancer Breath Screening using Nanowire-SERS Marie Skłodowska-Curie Actions European Commission

4.     GutCY: Gut-on-Chip System for a Clinical Cancer Aggressiveness Assay Internal Grant University of Cyprus

5.     SERS-4-SARS: SERS Nanoprobe Assay for Multiplexed Recent and Past SARS-CoV-2 Infection Concept-Covid Cyprus Research and Innovation Foundation

SELECTED PUBLICATIONS

1.    M. Constantinou, C. Panteli, L. Potamiti, M.I. Panayiotidis, A. Agapiou, S. Christodoulou, C. Andreou, Advancing Breath-Based Diagnostics: 3D Mesh SERS Sensor via Dielectrophoretic Alignment of Solution- Processed Au Nanoparticle-Decorated TiO2 Nanowires, Advanced Sensor Research, 2024.

2.    M. Stavrou, N. Phung, J. Grimm, and C. Andreou, Organ-on-Chip systems as a model for nanomedicine. Nanoscale, 2023.

3.    C. Andreou, K. Plakas, N. Berisha, M. Gigoux, L.E. Rosch, R. Mirsafavi, A. Oseledchyk, S. Pal, D. Zamarin, T. Merghoub, M.R. Detty, M.F. Kircher, Multiplexed molecular imaging with surface enhanced resonance Ra- man scattering nanoprobes reveals immunotherapy response in mice via multichannel image segmentation, Nanoscale Horizons, 2022.

4.    C.Andreou, R.Weissleder, M.F.Kircher, Multiplexed Imaging in Oncology, Nature Biomedical Engineering, 2022.

5.     Y. Gregoriou, G. Gregoriou, V. Yilmaz, K. Kapnisis, M. Prokopi, A. Anayiotos, K. Strati, N. Dietis, A. I. Con- stantinou, C. Andreou, Resveratrol loaded polymeric micelles for theranostic targeting of breast cancer cells, Nanotheranostics, 2021