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Could Cancer Vulnerabilities Be Hidden in Chromosome Changes?

TAU researchers uncover cancer weaknesses, paving the way for targeted treatments.

Two complementary studies from the Faculty of Medical and Health Sciences at Tel Aviv University, in collaboration with the European Institute of Oncology in Milan, have extensively examined the characteristics of cells with an abnormal number of chromosomes – known as aneuploid cells – and raised findings that may advance new cancer treatments.

Targeting Aneuploid Cancer Cells

According to the researchers: “a significant portion of cancer cells are aneuploid, and this trait distinguishes them from healthy cells. Our work focuses on the vulnerabilities of aneuploid cells, with the aim of promoting new strategies for eliminating cancerous tumors”.

The researchers: “In our studies, we found that aneuploidy increases the sensitivity of cancer cells to certain types of anticancer drugs”.

The studies were led by Prof. Uri Ben-David and doctoral student Johanna Zerbib from the Department of Human Molecular Genetics and Biochemistry at the Faculty of Medical and Health Sciences at Tel Aviv University, in collaboration with Professor Stefano Santaguida and doctoral student Marica Rosaria Ippolito from the University of Milan in Italy, along with researchers from both laboratories. Additional contributors included research teams in Israel, Italy, the USA, and Germany. Two articles based on the research were published in the prestigious journals Cancer Discovery and Nature Communications.

Prof. Ben-David explains: “In the nucleus of a healthy human cell, there are 23 pairs of chromosomes – half from the father and half from the mother, totaling 46. One of the characteristics of cancer cells, which distinguishes them from healthy cells, is an abnormal number of chromosomes, resulting from improper cell division – a phenomenon known as aneuploidy. We believe that if we can identify specific vulnerabilities of aneuploid cells, we can promote new cancer treatments that target these weaknesses and do not harm healthy cells. About three years ago, we published a comprehensive study in the journal Nature, in which we classified approximately 2,000 malignant cells from various cancer types according to their level of aneuploidy, and examined how they respond to various existing treatments. In that study, we found new vulnerabilities in aneuploid cells. However, the study had a limitation: because the cells came from different types of cancer, it was difficult to isolate the impact of aneuploidy itself from the effect of other genetic differences between the tumors”.

Consequently, the researchers chose to conduct a new study using human cell cultures that are all genetically identical (i.e., derived from the same individual). The researchers added a substance to the cultures that disrupts the separation of chromosomes, causing some of them to become aneuploid. Since the cells were genetically identical, the only difference between them after the procedure was the level of aneuploidy – i.e., the number of chromosomes. To thoroughly examine the effects of aneuploidy, the cells underwent various characterization processes: DNA and RNA sequencing, measuring the levels of all the proteins in the cell, assessing the response to 6,000 different drugs, as well as a process known as CRISPR screening – systematically impairing each gene in the genome to identify genes that are essential in the cells. The researchers noted: “In this way, an extensive and unique database of the characteristics of aneuploid cells was established, which can serve as a foundation for future studies, as well as for developing biological markers that predict cancer patients’ responses to specific drugs and treatments”.

How to Exploit Cell Vulnerabilities for Cancer Therapy?

As part of the comprehensive survey, a mechanism called MAPK (mitogen-activated protein kinase) was observed, which is especially crucial for repairing DNA damage in aneuploid cells. The study also showed that this mechanism is relevant for various types of aneuploid cells—among them cancer cells in cultures and in human tumors. Prof. Ben-David: “We found that aneuploid cancer cells increase the activity of DNA repair mechanisms due to the large amount of DNA damage present; and we discovered a mechanism that could allow us to exploit this characteristic to target these cancer cells”.

To test their hypothesis, the researchers disrupted the MAPK pathway in the cells and then examined their sensitivity to chemotherapy. The findings were promising: aneuploid cells in which this mechanism was disrupted were much more sensitive to chemotherapy (which causes DNA damage) compared to cells with a normal number of chromosomes. The researchers then sought to determine whether there is a correlation between this pathway and the clinical response of cancer patients to chemotherapy treatments. For this purpose, they relied on data from clinical treatments and experiments where human tumors were implanted in mice, and the results were clear: the higher the activity of the pathway in the aneuploid tumors, the greater their resistance to chemotherapy.

The comprehensive characterization of aneuploid cells also revealed another significant finding: these cells, which contain more chromosomes than normal cells, also necessarily include a larger amount of DNA, leading to excess production of RNA and proteins. The cell, seeking to compensate for this overproduction, attempts to silence and degrade excess RNA and proteins.

Paving the Way for Future Treatments

Johanna Zerbib noted: “Here we found another vulnerability of aneuploid cells, based on our hypothesis that these cells are more sensitive to existing drugs that inhibit protein degradation. To validate this hypothesis, we exposed cell cultures to such drugs and analyzed clinical data from patients treated with a drug that inhibits protein degradation in the cells. The findings supported the hypothesis – that aneuploidy increases the sensitivity of cancer cells to these drugs”.

Prof. Ben-David concluded: “In our research, we identified two significant vulnerabilities characterizing aneuploid cells – cells with chromosomal changes, commonly found in cancer cells. The first is a mechanism essential for repairing DNA damage, where impairment significantly increases the sensitivity of aneuploid cells to chemotherapy; the second is the increased degradation of excess RNA and proteins, which can be targeted, among other things, with inhibitors that are already in clinical use. We also created an extensive database of characteristics of aneuploid cells that can serve to predict cancer patients’ responses to various drugs and treatments. We believe that our research findings will benefit many researchers, oncologists, and patients in the years to come”.

 

Spotting Parkinson’s Early: A New TAU Breakthrough

Researchers at Tel Aviv University cooperated with three major Israeli medical centers to develop a new method for detecting protein aggregation in cells – a hallmark of Parkinson’s disease. The technology can enable diagnosis up to 20 years before the first motor symptoms appear, facilitating treatment or even prevention of the severe disease which is currently incurable. The novel approach is based on super-resolution microscopy combined with computational analysis, allowing for precise mapping of the aggregates’ molecules and structures. The researchers: “Our method can be used to identify early signs and enable preventive treatment in young people at risk for developing Parkinson’s later on in their lives. In the future, the technology may also be adapted for early diagnosis of other neurodegenerative diseases, including Alzheimer’s”.

 

The study was piloted by researchers from the School of Neurobiology, Biochemistry & Biophysics at the Wise Faculty of Life Sciences, the Sagol School of Neuroscience and the Faculty of Medical and Health Sciences at Tel Aviv University, led by Prof. Uri Ashery and PhD candidate Ofir Sade. Other participants included: Prof. Anat Mirelman, Prof. Avner Thaler, Prof. Nir Giladi, Prof. Roy Alcalay, Prof. Sharon Hassin, Prof. Nirit Lev, Dr. Irit Gottfried, Dr. Dana Bar-On, Dr. Meir Kestenbaum, Dr. Saar Anis, Dr. Shimon Shahar, Daphna Fischel, Dr. Noa Barak-Broner, Shir Halevi, and Dr. Aviv Gour – all from Tel Aviv University, with some also affiliated with the Tel Aviv Sourasky (Ichilov), Sheba, or Meir Medical Centers. Researchers from Germany and the USA also contributed to the study. The paper was published in Frontiers in Molecular Neuroscience.

 

 

Spotting Parkinson’s Before Symptoms Appear

Prof. Ashery: “Parkinson’s disease is the second most prevalent neurodegenerative disease in the world after Alzheimer’s – with about 8.5 million people with Parkinson’s living worldwide today, and 1,200 new sufferers diagnosed annually in Israel. The debilitating disease is characterized by the destruction of dopaminergic (dopamine-producing) neurons in the brain’s Substantia Nigra area. Today, diagnosis of Parkinson’s disease is based mainly on clinical symptoms such as tremors or gait dysfunctions, alongside relevant questionnaires. However, these symptoms usually appear at a relatively advanced stage of the disease, when over 50% and up to 80% of the dopaminergic neurons in the Substantia Nigra are already dead. Consequently, available treatments are quite limited in their effect and usually address only motor problems. In this study, we began to develop a research tool to enable diagnosis of Parkinson’s at a much earlier stage, when it is still treatable, and deterioration can be prevented”.

 

Ofir Sade: “One known feature of Parkinson’s is cell death resulting from aggregates of the alpha-synuclein protein. The protein begins to aggregate about 15 years before symptoms appear, and cells begin to die 5-10 years before diagnosis is possible with the means available today. This means that we have an extensive time window of up to 20 years for diagnosis and prevention before symptoms appear. If we can identify the process at an early stage, in people who are 30, 40, or 50 years old, we may be able to prevent further protein aggregation and cell death”. Past studies have shown that alpha-synuclein aggregates form in other parts of the body as well, such as the skin and digestive system. In the current work, the researchers examined skin biopsies from 7 people with and 7 without Parkinson’s disease, received from the Sheba, Ichilov, and Meir Medical Centers. 

 

She continues: “We examined the samples under a unique microscope, applying an innovative technique called super-resolution imaging, combined with advanced computational analysis – enabling us to map the aggregates and distribution of alpha-synuclein molecules.  As expected, we found more protein aggregates in people with Parkinson’s compared to people without the disease. We also identified damage to nerve cells in the skin, in areas with a large concentration of the pathological protein”.

 

 

Parkinson’s Detection Boosted by AI

With proof of concept obtained through the study, the researchers now plan to expand their work, supported by the Michael J. Fox Foundation for Parkinson’s Research. In the next phase, they will increase the number of samples to 90 – 45 from healthy subjects and 45 from people without Parkinson’s disease – to identify differences between the two groups. Ofir Sade: “We intend to pinpoint the exact juncture at which a normal quantity of proteins turns into a pathological aggregate. In addition, we will collaborate with Prof. Lior Wolf of TAU’s School of Computer Science to develop a machine learning algorithm that will identify correlations between the results of motor and cognitive tests and our findings under the microscope. Using this algorithm, we will be able to predict the future development and severity of various pathologies”.

 

Prof. Ashery: “In this study, we identified differences between tissues taken from people with and without Parkinson’s disease, using super-resolution microscopy and computational analysis. In future studies, we will increase the number of samples and develop a machine-learning algorithm to spot relatively young individuals at risk for Parkinson’s. Our main target population is relatives of Parkinson’s patients who carry mutations that increase the risk for the disease. Specifically, we emphasize two mutations known to be widespread among Ashkenazi Jews. A clinical trial is already underway to test a drug expected to hinder the formation of the aggregates that cause Parkinson’s disease. We hope that in the coming years, it will be possible to offer preventive treatments while tracking the effects of medications under the microscope. It is important to note that the method we’ve developed can also be suitable for early diagnosis of other neurodegenerative diseases associated with protein aggregates in neurons, including Alzheimer’s”.

How Can We See Through Closed Eyes?

Tel Aviv University tech tracks pupil changes in sleep and anesthesia.

A new technological development allows for the first time to monitor changes in pupil size and gaze direction behind closed eyes using touchless infrared imaging. In the future, tracking changes in pupil size will help identify a state of wakefulness in sleep, anesthesia, and intensive care and help track the depth of sedation, detect seizures and nightmares, and recognize pain or responsiveness that may occur after trauma and in intensive care departments. The investigators anticipate that this technology has strong potential to become an important tool in clinical care.

The breakthrough was achieved by a team of investigators from Tel Aviv University led by doctoral student Omer Ben Barak-Dror, under the joint supervision of Prof. Yuval Nir from the Department of Physiology and Pharmacology, Faculty of Medical and Health Sciences, Sagol School of Neuroscience, and the Department of Biomedical Engineering; and Prof. Israel Gannot from the Department of Biomedical Engineering. Other team members include Dr. Michal Tepper, Dr. Barak Hadad, Dr. Hani Barhum, and David Haggiag. The research was published in the journal Communications Medicine.

 

An Eye-Opening Discovery

Prof. Nir explains: “It is often said that the eyes are the windows to the soul”. Indeed, pupil size changes constantly, dilating or contracting to regulate the amount of incoming light, while providing valuable clinical information. We all know that our pupils get smaller in bright light and larger in darkness, but this is only one reason why pupils change size. They also dilate when we’re stimulated, for example when we react to a sudden event or when we are in pain. In such cases, our autonomic nervous system serves as an alarm and prepares us to take action. Tracking pupil size and eye movements can be critical in many clinical situations. However, until now this has been limited to open-eye scenarios. No method allowed anyone to do this when their eyes were closed.

The new research describes innovative technology that combines short-wave infrared (SWIR) imaging with deep learning algorithms to perform touchless pupillometry and eye tracking behind closed eyelids. “To establish and validate our technology, we focused on the pupillary light reflex (PLR) when the pupil constricts in response to a sudden flash of light, and then dilates back to normal. This is a basic reflex that occurs symmetrically across the two eyes in healthy people. We performed experiments testing our technology on the closed eye while comparing the results to the open-eye data,” said Omer Ben Barak-Dror, lead author of the study at Tel Aviv University.

Eye Spy: Monitoring Pupils While You Sleep

Profs. Nir and Gannot add: “Our method can successfully track the precise dynamics of the pupillary light reflex in closed-eye conditions, revealing the changes in pupil size following each light flash in individual subjects, and also accurately estimating where the eye gaze is directed to, within a few degrees accuracy. The system operates at wavelengths where light has its maximum depth of penetration in biological tissue, and by analyzing the data using deep learning algorithms, we can go beyond what is typically possible with standard methods of near-infrared imaging”. Dr. Tepper adds that the information collected using continuous touchless monitoring is a critical element of the patient’s electronic medical record (EMR) and helps with decisions concerning optimal medical treatment.

The investigators concluded: “Our technology, backed by a patent application, paves the way for developing devices with wide-ranging clinical and commercial applications in domains ranging from sleep medicine, through monitoring sedation level and intraoperative awareness in anesthesia, to assessing pain and reactivity in unresponsive patients or neurology intensive care and trauma wards”.

The study was supported by grants from the Zimin Foundation and the breakthrough technology program of the Israeli Ministry of Science and Technology.

Unlocking Green Energy from Microscopic Plants

TAU post-doc Tamar Elman is creating a startup to harness hydrogen gas produced by algae during photosynthesis.

Recent reports that 2023 was the world’s hottest year on record highlights the urgency of mitigating climate change. One unavoidable change will be to clean up the energy sector, which currently produces 70% of industrial waste including greenhouse gases and ozone-eroding chemicals. The solution may come in the form of a tiny single-celled organism which most may recognize as the green layer on top of lakes and ponds: algae. Tamar Elman, a Tel Aviv University post-doctoral researcher in the lab of Iftach Yacoby at the Wise Faculty of Life Science, has discovered a microalgae species with a mutation which produces large amounts of hydrogen gas, a promising clean energy source. After completing a course at TAU’s Entrepreneurship Center, she is building a startup to figure out how this hydrogen production might be harnessed and industrialized.  

An Accidental Discovery  

Hydrogen gas is a very clean source of energy because its only byproduct is water vapor. “Unfortunately,” says Elman, “because it does not naturally accumulate anywhere in large amounts, producing hydrogen gas in a usable form does produce carbon waste. So there is a race right now to create a totally green production method that is also scalable and profitable.” 

 

“There is a race right now to create a totally green production method that is also scalable and profitable.”

 

One natural source of hydrogen gas is microalgae, which is found in most habitats around the world and grows easily. In 2021, Elman was trying to increase the small amounts of hydrogen gas produced by microalgae in the TAU Yacoby lab. “Microalgae are considered plants because they perform photosynthesis, using solar energy to transform carbon dioxide into sugars for nourishment. However, green algae also have a built-in “circuit breaker” that burns off any excess solar energy by converting it to hydrogen gas. Unfortunately, hydrogen production is usually shut down quickly by other functions of the algae.  

One day, Elman and Prof. Yacoby tested a new culture and saw the hydrogen levels reaching unprecedented heights. “We thought we were seeing a mistake in the hydrogen measuring device. We almost threw out the culture!” Says Elman. “But when we tried it on a different device and got the same results, we realized we had found a mutated algae strain that naturally overcame the barriers to continued hydrogen gas production.” 

Scaling Up 

Upon publishing a paper in 2022 on their discovery, Elman and Prof. Yacoby garnered quite a bit of interest from the scientific community. The two decided to capitalize on the buzz, delving further into experimentation on their mutation. Elman also won a grant from the Israeli Innovation Authority which required she take a course on breaking into industry at TAU’s Entrepreneurship Center. 

Elman and Yacoby nailed down their idea to produce hydrogen gas for the energy sector and to work with the food industry to sell the used algae, which is left with high nutritional value after the production process.  

Elman and Prof. Yacoby hope to industrialize microalgae-based hydrogen gas production. (Photo: Tel Aviv University)

The two discovered that scaling up creates its own host of challenges, as processes that work at small scales may not always translate proportionally. Elman realized she would need a very simple way to induce hydrogen production in the algae. “It’s almost comical how basic this method is,” she says of her solution. “All I do is give the algae some concentrated acid and let them sit in the dark for two hours breathing oxygen. Then I open the windows to let light in, and the algae start producing hydrogen! It’s practically too simple to market, but it really works.”  

Elman spent the last year gathering her data and creating material for investors and industry stakeholders with the help of her Entrepreneurship Center team. Now, she is meeting with investors. “Even though it’s very difficult, I know I would regret not trying. And it’s an amazing feeling to see my research lead to something concrete.” 

Her next steps are, she hopes, to build a large photobioreactor that can be used for larger-scale experiments and production. 

Thinking Like an Entrepreneur 

To learn what is needed to create a startup and collaborate with industry, Elman participated in a course called JumpTAU which brought together Arab and Jewish students in mixed startup-building teams at TAU’s Entrepreneurship Center. For months, the teams received intensive lectures, individual guidance and networking opportunities from industry experts and dedicated mentors. 

 

“Entrepreneurship is a different type of thinking. I had to figure out who my audience was and how to frame my work as beneficial to them.”

 

After performing scientific research for 9 years, says Elman, “entrepreneurship is a really different type of thinking. I discovered that customers and investors aren’t interested in science for science’s sake, so I had to figure out who my audience was and how to frame my work as beneficial to them. Now a year later, I have a professional slide deck I can proudly show to investors.” 

She felt particularly supported by the mentors and Center Director Yair Sakov, all of whom she says she can still turn to for ongoing counsel. “I really feel like those at the Center care about my success.” 

Crushing the Longtime Myth of Masada

TAU archaeologists reveal the Roman siege of Masada likely lasted weeks, not years, according to new research findings.

Researchers from the Sonia & Marco Nadler Institute of Archaeology at Tel Aviv University used various modern technologies, including drones, remote sensing, and 3D digital modeling, to generate the first objective, quantified analysis of the Roman siege system at Masada. Findings indicate that contrary to the widespread myth, the Roman army’s siege of Masada in 73 CE lasted no more than a few weeks.

The study was conducted by the Neustadter expedition from TAU’s Sonia & Marco Nadler Institute of Archaeology, headed by Dr. Guy Stiebel, together with Dr. Hai Ashkenazi (today Head of Geoinformatics at the Israel Antiquities Authority), and PhD candidates Boaz Gross (from Tel Aviv University and the Israeli Institute of Archaeology) and Omer Ze’evi-Berger (today at the University of Bonn). The study is part of the expedition’s extensive mission, implementing advanced tools and posing fresh questions, to attempt a new understanding of what really happened at Masada. The paper was published in the Journal of Roman Archaeology.

 

Dr. Guy Stiebel

New Tech Reveals Old Secrets

Dr. Stiebel: “In 2017 my expedition renewed, on behalf of TAU’s Sonia & Marco Nadler Institute of Archaeology, excavations at Masada – a world-famous site explored extensively since the early 19th century and throughout the 20th century. Our expedition sets forward several new questions and implements many novel research tools that were not available to previous generations of archaeologists. In this way, we intend to obtain fresh insights into what actually happened there before, during, and after the Great Jewish Revolt. As part of this extensive project, we devote much scholarly attention to the site’s surroundings. We use drones, remote sensing, and aerial photography to collect accurate high-resolution data from Masada and its environs, emphasizing three aspects: the water systems, the trails leading to and from the palatial fortress, and the Roman siege system. The collected information is used to build 3D digital models that provide a clear and precise image of the relevant terrains. In the current study, we focused on the siege system, which, thanks to the remote location and desert climate, is the best-preserved Roman siege system in the world”.

3D model of Tower 7 and the circular feature to its left, view to the west. Photo CreditThe Neustadter Masada Expedition, taken from the Journal of Roman Archaeology.

Dr. Stiebel adds: “For many years, the prevailing theory that became a modern myth asserted that the Roman siege of Masada was a grueling three-year affair. In recent decades researchers have begun to challenge this notion, for various reasons. In this first-of-its-kind study, we examined the issue with modern technologies enabling precise objective measurements”.

3D model of the ramp/staircase, view to the southwest. Photo CreditThe Neustadter Masada Expedition, taken from the Journal of Roman Archaeology.

The researchers used drones carrying remote sensors that provided precise, high-resolution measurements of the height, width, and length of all features of the siege system. This data was used to build an accurate 3D digital model, enabling exact calculation of the structures’ volume and how long it took to build them.

What Really Happened at Masada?

Dr. Ashkenazi: “Reliable estimates are available of the quantity of earth and stones a Roman soldier was able to move in one day. We also know that approximately 6,000-8,000 soldiers participated in the siege of Masada. Thus, we were able to objectively calculate how long it took them to build the entire siege system – eight camps and a stone wall surrounding most of the site. We found that construction took merely about two weeks. Based on the ancient historical testimony it is clear that once the assault ramp was completed, the Romans launched a brutal attack, ultimately capturing the fortress within a few weeks, at the most. This leads us to the conclusion that the entire siege of Masada lasted no more than several weeks”.

Tower 10 and the wall abutting it. Photo CreditThe Neustadter Masada Expedition, taken from the Journal of Roman Archaeology.

The Truth Behind Masada’s Brief Siege

Dr. Stiebel: “The narrative of Masada, the Great Jewish Revolt, the siege, and the tragic end as related by Flavius Josephus, have all become part of Israeli DNA and the Zionist ethos, and are well known around the world. The duration of the siege is a major element in this narrative, suggesting that the glorious Roman army found it very difficult to take the fortress and crush its defenders. For many years it was assumed that the siege took three long years, but in recent decades researchers have begun to challenge this unfounded belief. In our first-of-its-kind study, we used objective measurements and advanced technologies to clarify this issue with the first data-driven scientific answer. Based on our findings we argue that the Roman siege of Masada took a few weeks at the most.”.

 

“As empires throughout history have done, the Romans came, saw, and conquered, quickly and brutally quelling the uprising in this remote location. Our conclusion, however, detracts nothing from the importance of this historical event, and many baffling questions remain to be investigated”- Dr. Stiebel.

 

He continues: “For example: Why did the Romans put so much effort into seizing this remote and seemingly unimportant fortress? To answer this and many other intriguing questions we have initiated a vast, innovative project in and around Masada – collecting data and analyzing it thoroughly in the labs of TAU’s Sonia & Marco Nadler Institute of Archaeology, in collaboration with other researchers, to ultimately shed new light on the old enigma: What really happened at Masada?”

ERC 2024 Awarded to 11 TAU Researchers

Congratulations to 11 TAU Researchers on the Prestigious ERC Starting Grant 2024.

The European Research Council (ERC) announced the winners of the ERC Starting Grant for 2024. Among the winners are eleven researchers from Tel Aviv University from various research fields. The grant is aimed at promising early-career scientists, enabling them to achieve their research goals, work independently, promote cooperation and take initial steps in the commercialization of technology.

 

Prof. Dan Peer, TAU Vice President for Research and Development and Head of the Laboratory of Precision NanoMedicine: “We at Tel Aviv University take pride in our researchers being at the forefront of the international science community, contributing to the development and promotion of research and development of applied and commercialized technologies in a variety of different research fields.

 

“I am excited to see so many of our researchers on the list of winners this year, as well as the wide range of research fields. It is wonderful to see the recognition our researchers are receiving” – Prof. Peer.

 

The winners of the ERC Starting Grant from Tel Aviv University:

 

Prof. Yasmine Meroz, School of Plant Sciences and Food Security, and Center for the Physics and Chemistry of Living Systems

Photo Credit: Naomi Meroz.

 

Prof. Yasmine Meroz is a physicist whose research focuses on the physical processes underlying plant computation and behavior, enabling them to adapt to changing environmental conditions. Plants do not have a brain or a nervous system, yet they know how to grow strategically according to changing stimuli from the environment, such as light. The research for which Prof. Meroz received the grant elucidates the physical mechanisms enabling plants to perform complex computations in a distributed manner, from the microscopic level to the organismal level, and unravels how they use these computational abilities to navigate an unknown and unstructured environment that changes over time.

 

 

Dr. Nadav Cohen, Blavatnik School of Computer Science

Photo Credit: Aric Hoek.

 

Dr. Nadav Cohen focuses in his research on mathematical theories for Neural networks (NNs). NNs are delivering groundbreaking performance in various machine learning frameworks: from the basic framework of supervised learning to the powerful and challenging framework of control (also known as reinforcement learning). The success of NNs has led to immense interest in developing mathematical theories behind them. Recent years witnessed breakthrough results in the theory of NNs for supervised learning. On the other hand, from a theoretical perspective, much less is known about NNs in the powerful framework of control. Consequently, implementation of NNs in control is predominantly heuristic (much more than in supervised learning), and this hinders their use in control application domains where safety, robustness and reliability are critical, for example manufacturing, healthcare and aerospace. The overarching goal of the research is to develop a mathematical theory of NNs for control, providing explanations to mysterious empirical phenomena, as well as breakthrough practical techniques that promote safety, robustness and reliability.

 

Dr. Tomer Shenar, School of Physics & Astronomy

Photo Credit: Tel Aviv University.

 

Today, it is known that massive stars in the Milky Way galaxy – those that collapse into black holes and neutron stars at the end of their lives – tend to live their lives in pairs, which affects their development in a dramatic way. Dr. Shenar’s research aims to check for the first time whether this fact is also true in the ancient and distant universe, which is now at the forefront of space exploration. Although the early universe is too distant to observe its massive stars, it is possible to analyze massive stars in neighboring galaxies whose conditions resemble those of the early universe. In his research, for which he received the grant, Dr. Shenar proposes to test this by using some of the largest and most sophisticated telescopes on Earth and in space.

 

Dr. Lior Medina, School of Mechanical Engineering at the Iby and Aladar Fleischman Faculty of Engineering

Photo Credit: Tel Aviv University.

 

Dr. Lior Medina’s research focuses on developing a new class of smart structures, called micro-meta-structures. With the entrance of AI and the Internet-of-Things, sensory input in integrated systems is expected to increase, thus increasing the load on CPUs. As such, systems will be required to become efficient in terms of size and energy, as well as becoming autonomous. The new microstructures are expected to achieve that, while taking micro-electromechanical systems (MEMS) based sensors to their next evolutionary step, granting them new abilities such as multistability, non-volatility, and reconfigurability. These new features will not only foster further miniaturization and simplify design processes but also unlock new possibilities in sensor technology. Indeed, a recent breakthrough has shown that meta-structures can achieve multiple stable states, paving the way for a new class of mechanical sensors with new capabilities such as mechanical-based built-in computation and in-memory programming. However, that discovery was just the beginning, since multistability has the potential to create a cornucopia of new MEMS applications, from multivalued non-volatile mechanical memories to multivalued sensors with integrated logical gates. These advancements promise to revolutionize the field, enabling mechanical sensors to perform computations independently with reduced reliance on traditional CPUs, thereby supporting distributed and parallel edge computing, reversible computing, and beyond.

 

Dr. Aldema Sas-Chen, Shmunis School of Biomedicine and Cancer Research

Photo Credit: Shauli Lendner.

 

Dr. Aldema Sas-Chen’s research focuses on the regulation of gene expression by RNA-based mechanisms in health and disease. A major aspect of her work addresses the profiling and functional characterization of ribosomes, which are responsible for all protein production in cells. In her current research, for which she received the grant, Dr. Sas-Chen investigates the involvement of ribosomes in the regulation of cancer progression. Her research will focus on mapping the natural heterogeneity in ribosomal composition during cancer progression and will uncover unique ribosomal patterns that contribute to metastasis formation. The research will answer cardinal questions regarding general functions of the ribosome and will provide clinical insights into its involvement in disease progression.

 

Dr. Roy Barkan, Porter School of the Environment and Earth Sciences

Photo Credit: Tel Aviv University.

 

Dr. Roy Barkan is a physical oceanographer specializing in geophysical turbulence. His winning grant will focus on the oceanic mixed layer, which is the near-surface layer of the ocean that comes in direct and continuous contact with the atmosphere. Consequently, the physics of the mixed layer determines the exchange of heat and carbon dioxide between the atmosphere and the deep sea. To date, the underlying physical processes that determine the oceanic mixed-layer depth and the exchange rate of properties at its base remain poorly constrained, posing one of the greatest uncertainties in climate models. The research will include detailed numerical modeling and field measurements of the various physical processes that govern mixed-layer dynamics, to develop new theories that can improve the representation of the mixed-layer processes in climate models and therefore improve climate projections.\

 

Dr. Ayala Lampel, Shmunis School of Biomedicine and Cancer Research

Photo Credit: Tel Aviv University.

 

Dr. Ayala Lampel, a biotechnologist, focuses on the regulation of catalytic processes within engineered microenvironments constructed through the phase separation of biomolecules. The primary research question her project addresses is how the chemical composition, physical, and material properties of these compartments affect reaction rate, conversion, and reactivity. The project is expected to lead to new green chemistry technologies, including innovative tools for regulating organic reactions and enabling cell-free drug synthesis in aqueous environments, free from organic solvents. The long-term vision is to develop micro-factories for targeted drug synthesis within living tissues.

 

Dr. Arseny Finkelstein, School of Medical and Health Sciences and Sagol School of Neuroscience

Photo Credit: Nina Travitsky.

 

Dr. Arseny Finkelstein is a neuroscientist who focuses his research on memory formation. How are memories formed? A central hypothesis in neuroscience posits that changes in the patterns of connections between neurons enable the brain to learn from experience and create new memories. To test this hypothesis, he will employ innovative optical methods that allow us to ‘read’ changes in connectivity and neural activity over time in the learning brain – at unprecedented scales, involving tens of thousands of individual neurons. He will also test fundamental constraints of memory formation by creating artificial memories via the direct ‘writing’ of new information into the brain. This research is expected to address long-standing questions about the physical basis of information storage in the brain and uncover the essential building blocks of learning and memory.

 

Dr. Roee Levy, Eitan Berglas School of Economics

Photo Credit: Tel Aviv University.

 

Dr. Roee Levy is an economist who studies the impact of social media, news consumption, and political outcomes such as polarization and the rise of populism. In the research for which he received the grant, Dr. Levy studies the slant of news (its political leading). Previous studies have measured the slant of news outlets (for example, the New York Times site versus Fox News). However, nowadays consumers no longer get all their content from one or two outlets but are exposed to many articles from various sources through social media. Dr. Levy and his research partners will fine-tune a large language model to estimate the slant of millions of articles and use this data to estimate the extent to which people are exposed to and consume like-minded news. The research will examine whether people reside in online echo chambers and what influences those echo chambers: the consumers’ choice to avoid content they disagree with, social media algorithms, or the tendency of outlets to produce more biased content.

 

Dr. Shani Danieli, School of Physics & Astronomy

Photo Credit: Chen Zirinski.

 

Dr. Shany Danieli is an astrophysicist specializing in observational cosmology and astrophysics. She studies galaxies to gain insights into various physical phenomena in the universe. As part of the ERC grant-funded project, Dr. Danieli will focus on faint and low-mass galaxies, which are nearly impossible to detect using traditional telescopes and methods. These galaxies are particularly important for studying dark matter – a mysterious substance that makes up over 80% of the matter in the universe, but whose nature and properties remain unknown. Dr. Danieli will use advanced telescopes on Earth and in space to discover and study faint galaxies beyond the Milky Way. This study has the potential to provide answers to important questions such as: How common are low-mass galaxies beyond the Milky Way? What are their compositions and the physical processes responsible for their formation and evolution? And what is the relationship between dark matter and visible matter in galaxies? Answers to these questions could shed light on the nature of dark matter, its impact on galaxy formation, and the evolution of the universe.

 

Dr. Dominik Maximilian Juraschek, School of Physics & Astronomy

Photo Credit: Oren Sarig.

 

Dr. Dominik Maximilian Juraschek is a physics and astronomy researcher. He studies hidden states of matter that can be induced in quantum materials through light-induced dynamical and in particular vibrational (phononic) processes. His current research focuses on chiral phononics: An electric current flowing through a conducting coil produces a magnetic field, an effect that is at the heart of electromagnetic induction. Similarly, the circular vibrational motion of atoms in a solid also called a chiral phonon, can produce microscopic currents that act as atomistic electromagnetic coils and produce effective magnetic fields. The ERC Starting Grant project CHIRALPHONONICS investigates how this mechanism can be utilized to control the functional properties of materials, to develop ultrafast switches for magnetic and topological properties that may form the basis of a new generation of electronics.

Just Like Us: Retired Eagles Like to Stay In

It turns out that older eagles go out less and prefer to stay home.

A new Tel Aviv University study, the first of its kind, has revealed that vultures, much like humans, experience changes in movement habits and social relationships as they age. Young vultures frequently move between roosting sites and “hang out with friends”. During adolescence, they spend about half their nights at a permanent roosting site (“home”) and the other half at other sites. In old age, however, vultures scale back on socializing, preferring to “stay home”. The study, which involved 142 Eurasian Griffon Vultures (Gyps fulvus) in Israel, is among the few to shed light on the behavioral changes in aging animals in the wild.

The study, led by Dr. Marta Acácio as part of her post-doctoral research in Dr. Orr Spiegel’s laboratory at Tel Aviv University’s School of Zoology, was conducted in collaboration with Prof. Noa Pinter-Wollman of the University of California, Los Angeles (UCLA) and several other researchers. The findings were published in the prestigious journal PNAS.

ד"ר מרתה אקסיו

Dr. Marta Acácio.

ד"ר אור שפיגל בזמן שחרור נשרים בכרמל. צילום: טובל'ה סולומון

Dr. Orr Spiegel. releasing tagged vultures (Photo credit: Tovale Solomon).

The Eagle Has Landed

Dr. Spiegel explains: “Vultures are a locally endangered species in Israel, with only about 200 individual vultures remaining. They are closely monitored to determine the best possible conservation methods. We thought about what else could be gleaned from the extensive database we have accumulated over the years and agreed it would be interesting to explore how vultures age. Tracking the same individuals in the wild over many years is often very challenging. However, the transmitters we use to monitor the population provided a rare opportunity to observe the aging process in vultures specifically and in animals generally”.

The researchers utilized a database accumulated over 15 years from GPS devices attached to 142 vultures that tracked them for periods of up to 12 years. The vulture, a social bird, sleeps in roosts on cliffs. By cross-referencing the vultures’ ages with the GPS data on their roosting sites, the researchers discovered that as the vultures aged, they increasingly preferred to stay at the same roosting site.

Aging vulture being monitored (Photo credit: Tovale Solomon).

Home Sweet Home

Dr. Spiegel: “It turns out that aging vultures behave a bit like humans and are more inclined to stay at home. When they’re young, vultures like to explore new sites and frequently move between places; the likelihood that a young vulture will sleep at the same site two nights in a row is low. When they reach adolescence at the age of five, this behavior stabilizes, and as adults they spend 50 percent of their nights at the same site and the other 50 percent at other sites. When they are old, from the age of 10 onwards, they no longer have the energy to be ‘out and about’, and return consistently to the same site. Furthermore, when adult vultures do change sites, they do so in a predictable pattern: for example, one night in Ein Avdat, the next in the Small Crater, and the next in Nahal Golhan, following a fixed order. Of course, it could be argued that older vultures move less not because they are old, but because they avoid taking risks in the first place, which is how they reached the age they did. But here we are talking about the exact same individual birds: those who were adventurous at the age of five became more sedentary by age ten”.

Elder Eagles’ Poisoning

According to Dr. Spiegel, these fascinating findings on the aging of birds also have very practical implications for conservation efforts. “This new study can help us better protect vultures’ roosting sites in the wild. Additionally, we have now seen that older vultures have fewer social connections, which can help us to prevent poisoning. The transmitters are connected to a system that sends an alert to the Israel Nature and Parks Authority, and to us by phone, if the vulture is not moving or has landed in a dangerous place, indicating that it may have been poisoned.

איסוף נשרים מתים בעקבות הרעלה ברמת הגולן על ידי פקחי רשות הטבע והגנים. צילום: רשות הטבע והגנים

Collecting dead vultures following poisoning in the Golan Heights by Nature and Parks Authority rangers (Photo credit: Nature and Parks Authority).

Unfortunately, this happens frequently. The danger arises when a vulture descends on a poisoned goat carcass, not knowing that a farmer has poisoned the carcass in order to kill stray dogs. Being social birds, vultures do not come down alone, leading to the risk of dozens of vultures dying at once. Understanding how wide the poisoned vulture’s social circle is will significantly help in mitigating the damage”.

It is important to note that vultures play an important ecological role in the disposing of carcasses. Studies have shown that the extinction of vultures ultimately leads to the loss of human lives, due to the rise of diseases such as rabies. In India, for example, a recently published study revealed that the extinction of vultures due to poisoning resulted in the deaths of half a million people over the course of five years.

Free vs. Paid Real Estate: The Pricing Difference

Free real estate ads might cost you: Paid listings fetch thousands more.

Researchers from Tel Aviv University found that there may be a cost to the zero-price effect: statistically identical homes that were published in free service ads on the Israeli “Yad2” online classified service received fewer clicks, sold more slowly, and at a lower price than identical homes that were published in paid service ads – adding up to an average net loss of about 3.5%–3.8% of the average transaction price. This is equivalent to about $12K–$13K when the price of the paid service amounted to a total of about $70.

The surprising results were part of a study that was conducted by Prof. Danny Ben-Shahar, Director of the Alrov Institute for Real Estate Research at Tel Aviv University’s Coller School of Management and Dr. David Ash, a research associate at the institute. Its article reporting the results was recently accepted for publication in the journal Real Estate Economicsof the American Real Estate and Urban Economics Association.

Prof. Danny Ben-Shahar

“We study behavioral economics in the real estate market and, in particular, the effects of biases in decision-making,” explains Prof. Ben-Shahar. “We know for quite some time that people do not always make rational decisions, and one of the more interesting questions is whether there is a price paid for those irrational decisions. Here we examined a bias called the ‘zero-price effect’. This effect makes people overvalue products or services offered at zero price. For example, if we lower the price of a product from $2 to $1, demand may increase slightly, but if we lower its price by $1 to zero – demand will increase dramatically, which cannot be explained by a rational cost-benefit approach. We wanted to test this effect not in an experimental setting of the laboratory, but through real data of choices made in the ‘real world’ – and more importantly, to test whether there is an economic cost to this bias towards a zero price”.

Zero Price Bias: The Hidden Costs of Free in Real Estate Ads

In the first part of the study, the researchers examined commercial properties that were offered for rent on the “Yad2” online platform. In July 2019, the platform canceled the option to post ads for renting out commercial properties, and at the same time to charge more for the premium service – which both highlights the ad and displays it at the top of the search.

“This update allowed us to conduct a quasi-natural experiment, with the participation of real people who have to spend real money to rent out real properties,” says Prof. Ben-Shahar. “When the free service became fee-based and the premium service became even more expensive, we saw that a significant mass of owner, seeking to rent out their property, opted for the premium ad service – even though it became considerably more expensive. The cheaper option had lost appeal as soon as it stopped being completely free”.

Then Prof. Ben-Shahar and Dr. Ash demonstrated, for the very first time, the heavy price consumers pay for their zero-price bias. They did this by sampling over 15,000 ads of properties that private homeowners offered for sale on the “Yad2” platform, all of which are without brokerage, over the three years between 2014 and 2016.

“It’s important to realize that selling a home is the largest and most important deal in most people’s lifetime, averaging at $350K to $500K for the sellers in our sample,” says Prof. Ben-Shahar.

“’Yad2’ offers these private sellers to publish their ads in a free basic service, or in a premium service at a negligible total cost of about $70. However, about 95% of the sellers preferred the free ad service. Controlling for the difference in the characteristics of the assets, we found that the premium service increased the chance of selling the property by 10% to 18% daily, increased the number of clicks on the ad by 117% to 130%, and the clicks on the sellers’ phone number by 108% to 122%. In other words, those who paid for the premium service attained a higher demand and a faster sale. Most importantly: they sold their properties at higher prices. Statistically identical homes offered in the paid-premium service were sold for 3.5% to 3.8% higher price than homes provided in the free service, a difference of about $12K–$13K per sale”.

Eilat’s Sponges’ Unique Way to Deter Predators

Beware, We’re Toxic! Sponges Use Precious Metal to Warn Predators.

A new study at Tel Aviv University found that sponges in the Gulf of Eilat have developed an original way to keep predators away. The researchers found that the sponges contain an unprecedented concentration of the highly toxic mineral molybdenum (Mo). In addition, they identified the bacterium that enables sponges to store such high concentrations of this precious metal and unraveled the symbiosis between the two organisms. The study was led by PhD student Shani Shoham and Prof. Micha Ilan from TAU’s School of Zoology. The paper was published in the leading journal Science Advances.

שני שוהם ורז מרום מוסקוביץ'

Two Ph.D. candidate Shani Shoham (right) and Raz Marom (Moskovich) happy to finally collect a sponge sample (in the bag) after several dives.

The researchers explain that sponges are the earliest multicellular organisms known to science. They live in marine environments and play an important role in the earth’s carbon, nitrogen, and silicon cycles. A sponge can process and filter seawater 50,000 times its body weight daily. With such enormous quantities of water flowing through them, they can accumulate various trace elements – and scientists try to understand how they cope with toxic amounts of materials like arsenic and molybdenum. 

The Hidden Shine of the Sponge

PhD student Shani Shoham: “20 to 30 years ago, researchers from our lab collected samples of a rare sponge called Theonella conica from the coral reef of Zanzibar in the Indian Ocean and found a high concentration of molybdenum. Molybdenum is a trace element, important for metabolism in the cells of all animals including humans, and widely used in industry. In my research, I wanted to test whether such high concentrations are also found in this sponge species in the Gulf of Eilat, where it grows at depths of more than 27 meters. Finding the sponge and analyzing its composition I discovered that it contained more molybdenum than any other organism on earth: 46,793 micrograms per gram of dry weight.”

ככה זה נראה תחת מיקרוסקופ אור: אגירת מוליבדן בחיידק Entotheonella, ניתן להבחין בצבע הכחול בוקואולות (צילום: שני שהם)

Here’s what it looks like under a light microscope: Molybdenum accumulation in the bacterium Entotheonella. You can see the blue in the vacuoles. (Photo: Shani Shoham).

Shoham adds: “Like all trace elements, molybdenum is toxic when its concentration is higher than its solubility in water. But we must remember that a sponge is essentially a hollow mass of cells with no organs or tissues. Specifically in Theonella conica, up to 40% of the body volume is a microbial society – bacteria, viruses, and fungi living in symbiosis with the sponge. One of the most dominant bacteria, called Entotheonella sp., serves as a ‘detoxifying organ’ for accumulating metals inside the body of its sponge hosts. Hoarding more and more molybdenum, the bacteria convert it from its toxic soluble state into a mineral”.

“We are not sure why they do this. Perhaps the molybdenum protects the sponge, by announcing: “I’m toxic! Don’t eat me!”, and in return for this service the sponge does not eat the bacteria and serves as their host”

Sponge Bling: The Search for Molybdenum

Molybdenum is in high demand, mostly for alloys (for example, high-strength steel). Still, according to Shoham, it would be impracticable to retrieve it from sponges. The concentration is very high, but when translated into weight we could only get a few grams from every sponge, and the sponge itself is relatively rare. Sponges are grown in marine agriculture, mostly for the pharmaceutical industry, but this is quite a challenging endeavor. Sponges are very delicate creatures that need specific conditions”.

Shoham continues: “On the other hand, future research should focus on the ability of Entotheonellasp. bacteria to accumulate toxic metals. A few years ago, our lab discovered huge concentrations of other toxic metals, arsenic (As) and barium (Ba), in a close relative of Theonella conica, called Theonella swinhoei, which is common in the Gulf of Eilat. In this case, too, Entotheonellawas found to be largely responsible for hoarding the metals and turning them into minerals, thereby neutralizing their toxicity. Continued research on the bacteria can prove useful for treating water sources polluted with arsenic, a serious hazard which directly affects the health of 200 million people worldwide”.

פרופ' מיכה אילן

 Prof. Micha Ilan.

TAU Ranks 7th Globally for Graduate Entrepreneurship

TAU once again makes headlines in the 2024 PitchBook University Rankings.

Tel Aviv University shines once again in the 2024 PitchBook university rankings. According to the data, the university’s graduates impressively rank 7th globally in entrepreneurship, among the top 100 institutions worldwide, for the number of graduates who founded companies and raised capital.

This achievement highlights Tel Aviv University as the first non-U.S. institution to rank so highly in terms of alumni-founded startups and securing venture capital funding, and it stands as the only university outside the U.S. to make it into the top 10. Additionally, the MBA program at the Coller School of Management ranks 13th globally for producing the highest number of alumni founders.

This marks the third consecutive year that Tel Aviv University graduates have maintained their leadership in global entrepreneurship. A total of 814 alumni with undergraduate degrees from Tel Aviv University have founded 677 companies, collectively raising $26.5 billion in funding.

PitchBook’s annual university rankings, compiled by the renowned business information firm, compare schools by counting the number of alumni founders who have raised venture capital over the past decade.

Tel Aviv University’s graduate degree alumni are ranked 13th, with 354 founders who have launched 336 startups and raised $9.1 billion.

TAU Top Ranking in Female Entrepreneurs:

it ranks 21st globally for female undergraduate alumni and 17th globally for female graduate alumni who have founded companies and secured funding.

The rankings, conducted annually by PitchBook, are dominated by U.S. elite institutions, with Berkeley (1), Stanford (2), Harvard (3), and MIT (4) taking the top spots. Tel Aviv University outranks prestigious schools like Yale (11), UCLA (12), and Columbia (13).

According to PitchBook, three other Israeli universities made the prestigious list: The Technion is ranked 16th, Hebrew University 30th, Reichman University 42nd, and Ben Gurion University 47th.
 Read the full 2024 ranking list here >>

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