Agrovoltaic systems can save water, generating energy and making tomato cultivation more sustainable at the same time

Researchers from the University of Seville (US) and the Polytechnic University of Madrid (UPM) have demonstrated that it is possible to grow tomatoes and generate solar energy simultaneously, a key strategy for tackling global water scarcity. The study, carried out in Madrid and Seville during the spring of 2024, evaluated the use of agrovoltaic systems and regulated deficit irrigation to optimize water resources in tomato cultivation. The results show that, although using less water reduces the volume of the harvest, the overall outcome is a more efficient and sustainable process.

This innovative combination aims to reduce the plants’ evaporative demand through the shade provided by photovoltaic panels, enabling a more efficient use of land and water. The research compared three irrigation methods: a control group with full irrigation, a regulated deficit irrigation (RDI) system based on the plant’s water status, and an agrovoltaic (AG) system that applied the same water restriction under solar panels. The study measured variables such as leaf water potential and gas exchange to monitor plant stress at different growth stages. The results indicate that, although the shade from the panels reduces available radiation, the design of the system permits adequate plant development to be maintained at most stages of the crop cycle.

One of the most notable findings is that the deficit irrigation strategy reduced water consumption by approximately 50% compared to traditional irrigation. However, this drastic reduction in water led to a yield decrease of around 20% in the RDI treatment, attributed mainly to severe water stress conditions during the ripening phase. Despite this drop in total tomato production, irrigation water productivity increased significantly in the Seville treatments, demonstrating that more fruit can be obtained for every drop of water invested.

Furthermore, the overall success of the agrovoltaic system was validated by the Land Equivalent Ratio (LER), which combines the efficiency of agricultural and electricity production. The values obtained—1.54 in Madrid and 1.67 in Seville—confirm that combined production is far more efficient than growing tomatoes and generating energy on separate plots. This implies that, although tomato yield decreases under the panels, the system’s profitability and sustainability increase thanks to the generation of clean energy in the same space.

In conclusion, the study highlights that agrovoltaics is a promising tool for the agriculture of the future, although it requires more precise irrigation management to avoid excessive stress. The researchers suggest that combining plant measurements with soil moisture sensors could further optimize these systems. This advance points to the sustainable dual use of land, offering a viable solution to the challenges of climate change and the energy transition.

The results are published in Agricultural Water Management.

From lockdown to the lab: Researcher develops ‘decoy molecule’ to slow down coronavirus

While the Netherlands was in lockdown because of the coronavirus, Ph.D. candidate Koen Rijpkema began his research into the same virus. In the lab, he developed molecules that can inhibit an important viral enzyme.

Rijpkema started his Ph.D. in the middle of the pandemic, complete with lockdowns and curfews. “I lived with seven other people, plus visiting partners. At one point, I was in quarantine more often than not,” he says. Working from home was hardly an option, because his research depends heavily on lab experiments.

The coronavirus did, however, offer a highly relevant research topic. “I really wanted to do a lot of synthesis: designing and making new molecules, ideally with the same supervisor I had during my master’s project. He suggested looking for molecules that could inhibit the coronavirus. It was a timely and meaningful project.”

How to trick a virus

Rijpkema focused on a specific part of the coronavirus: an enzyme that suppresses the immune system. Normally, the immune system responds to a virus by releasing signaling molecules that “raise the alarm” in the body. But this viral enzyme—called Mac1—removes part of such a signaling molecule, disrupting the signal and making it harder for the immune system to detect the infection.

The solution was to mislead the enzyme. “We make molecules that resemble the part of the signaling molecule that Mac1 normally binds to. But our molecules bind much more strongly. In this way, we keep the enzyme busy with decoy molecules, so it can no longer bind to the real signaling molecules.” This allows the immune system to respond more effectively to the virus.

From scattered puzzle pieces to one strong molecule

But how do you actually design a molecule that fits? In this case, Rijpkema could not rely on computer models. “We did try,” he says, “but so little was known about the enzyme at the time that the models did not give any clear direction.”

Instead, it came down to trial and error. For each part of the molecule, Rijpkema and his colleagues had to design a synthetic route: a series of chemical reactions starting from simple building blocks that together produce the desired molecule.

They then tested whether it worked, and adjusted it if it didn’t. “For the first two years, I basically only did things that didn’t work.” But this process helped him discover which changes improved the molecule. “In the end, we combined all the successful parts into one so-called ‘super molecule’ that binds very strongly to the enzyme.”

‘Another group just beat us to it’

Alongside challenging research, Rijpkema also faced tough competition. Just as he was ready to publish his first results, another study with similar findings appeared. “After two and a half years, we finally had something that worked, and then another group just beat us to it,” he says.

Rather than giving up, the team shifted their focus. “We emphasized not the biological data, but the way we had made our molecules,” he explains. “That was slightly different and more elegant than what the other group had done. It was a good learning moment. This is sometimes how science goes, but you have to be flexible and keep going.”

Decoy molecule as a stepping stone toward new medicine

The new decoy molecule is not a medicine in itself, but it is an important step forward. The molecules Rijpkema developed mainly help scientists better understand how the enzyme works.

That knowledge is crucial for pharmaceutical companies, which can use it to develop real treatments in the future. “We do fundamental research,” Rijpkema says. “But without that foundation, you cannot develop targeted medicines.”

Rijpkema will defend his Ph.D. thesis, “Synthesis of ADP-ribose Analogues,” on April 16. His supervisors are Dr. Dmitri Filippov and Professor Jeroen Codée.

New Data Reveals How NDA Submissions Drive Biotech Stock Movements

When biotech companies announce an NDA submission to the FDA, seasoned investors know they’re witnessing one of the most significant catalysts in pharmaceutical investing. These regulatory filings represent years of clinical trials, millions in development costs, and the potential for blockbuster drug approvals that can transform companies overnight.

An NDA submission marks a pivotal moment when a pharmaceutical company formally requests FDA approval to market a new drug in the United States. This comprehensive document contains everything from preclinical data and manufacturing information to detailed clinical trial results demonstrating the drug’s safety and efficacy. For biotech investors, the announcement of an NDA submission often triggers immediate market reactions as traders price in the probability of regulatory success.

The financial implications of a successful NDA submission extend far beyond the initial stock price movement. Companies that receive FDA approval following their submission gain access to multi-billion dollar markets, exclusive patent protection, and the ability to generate substantial revenue streams for years to come. Conversely, rejection or significant delays can devastate share prices and force companies to reassess their entire development strategies.

Market data shows that biotech stocks typically experience increased volatility in the weeks surrounding an NDA submission announcement. Smart money often begins positioning ahead of these filings, as regulatory databases and company guidance provide clues about timing. The FDA’s standard review timeline of 10-12 months for most submissions creates a defined catalyst window that institutional investors actively trade around.

Understanding the quality indicators within an NDA submission helps investors assess approval probability. Strong Phase III trial data with statistically significant endpoints, clear safety profiles, and addressing unmet medical needs all improve the chances of regulatory success. Companies with experienced regulatory teams and prior FDA interactions also tend to navigate the submission process more effectively.

The competitive landscape significantly influences how markets respond to an NDA submission. First-in-class therapies addressing large patient populations command premium valuations, while me-too drugs entering crowded markets face pricing pressure and market share challenges. Investors carefully analyze the commercial potential and differentiation factors when evaluating submission announcements.

Recent regulatory trends show the FDA increasingly prioritizing breakthrough therapies and rare disease treatments through expedited review pathways. An NDA submission receiving breakthrough designation or priority review status often generates additional investor enthusiasm due to shortened approval timelines and higher success rates. These special designations can reduce standard review periods by several months.

Risk management becomes crucial when investing around NDA submission catalysts. Even promising therapies with strong clinical data face rejection risks due to manufacturing concerns, safety issues, or FDA requests for additional studies. Diversification across multiple regulatory catalysts and position sizing appropriate to risk tolerance help mitigate the binary nature of drug approval investing.

The global regulatory environment adds complexity to NDA submission strategies, as companies often file simultaneously with international agencies. European EMA approvals, Japanese PMDA submissions, and other regulatory pathways can provide additional catalysts and market opportunities beyond the initial US filing. Cross-border approvals also validate the therapeutic approach and reduce overall regulatory risk.

For biotech companies themselves, the NDA submission process requires careful coordination between clinical, regulatory, and manufacturing teams. Quality submissions that anticipate FDA questions and provide comprehensive documentation improve approval odds while reducing the likelihood of costly delays or Complete Response Letters requiring additional work.

Today’s biotech landscape features increasingly sophisticated investors who analyze NDA submission quality, competitive positioning, and commercial potential with unprecedented detail. The companies that successfully navigate this regulatory gauntlet while maintaining strong financial positions often emerge as long-term winners in the pharmaceutical sector. As regulatory science continues evolving and new therapeutic modalities gain approval pathways, NDA submissions remain the critical gateway between promising laboratory discoveries and life-changing medicines reaching patients worldwide.

Revolutionary Changes Transform NDA Submission Processes Across Pharmaceutical Industry

The pharmaceutical industry stands at an unprecedented crossroads, where traditional drug development timelines are being compressed and regulatory pathways are evolving at breakneck speed. At the heart of this transformation lies the New Drug Application (NDA) submission process, which has undergone dramatic changes that are reshaping how companies bring life-saving medications to market.

Gone are the days when NDA submission represented a bureaucratic mountain of paperwork requiring armies of regulatory specialists and years of preparation. Today’s landscape features sophisticated digital platforms, artificial intelligence-driven data analysis, and streamlined communication channels between pharmaceutical companies and regulatory agencies. These technological advances have reduced submission preparation time by up to 40% while simultaneously improving the quality and comprehensiveness of applications.

The integration of real-world evidence (RWE) into the NDA submission framework represents perhaps the most significant shift in regulatory thinking. Companies can now leverage data from electronic health records, patient registries, and digital health technologies to support their applications. This evolution allows for more robust safety and efficacy profiles while potentially reducing the need for extensive clinical trials in certain therapeutic areas. The FDA’s growing acceptance of RWE has created new pathways for expedited approvals, particularly for rare diseases and conditions with high unmet medical need.

Machine learning algorithms are revolutionizing how companies approach NDA submission strategy and execution. Predictive analytics now help identify potential regulatory hurdles before they become roadblocks, enabling proactive communication with agencies and more targeted data collection efforts. These AI-powered tools analyze historical approval patterns, identify optimal submission timing, and even predict reviewer questions with remarkable accuracy. Companies utilizing these technologies report 25% fewer information requests during the review process.

The emergence of collaborative digital workspaces has fundamentally altered the NDA submission preparation process. Cross-functional teams spanning clinical development, regulatory affairs, medical writing, and quality assurance can now work simultaneously on different sections of the application through cloud-based platforms. This parallel processing approach has compressed preparation timelines while improving document quality through real-time collaboration and automated consistency checks.

Regulatory agencies themselves have embraced digital transformation, implementing electronic submission portals that provide instant feedback on formatting, completeness, and technical requirements. These systems flag potential issues immediately upon upload, allowing companies to address concerns before formal review begins. The result is a more efficient review process that benefits both applicants and regulators through reduced cycle times and improved communication.

International harmonization efforts are creating new opportunities for synchronized global NDA submission strategies. Companies can now coordinate submissions across multiple regions through standardized data formats and aligned regulatory requirements. This convergence reduces duplication of effort and enables faster global market access for innovative therapies. The Common Technical Document (CTD) format continues to evolve, incorporating digital-first principles that streamline both preparation and review processes.

The rise of decentralized clinical trials has introduced new complexities and opportunities within the NDA submission landscape. Digital endpoints, remote monitoring, and virtual patient interactions generate vast amounts of data that require sophisticated analysis and presentation. Companies mastering these digital clinical development approaches can create more compelling NDA submissions while reducing development costs and timelines.

Breakthrough therapy designations and other expedited pathways have become increasingly accessible through refined NDA submission strategies. Companies are learning to present compelling cases for accelerated review through focused data packages that emphasize patient benefit and unmet medical need. These pathways, once reserved for the most exceptional cases, are now integral components of modern drug development strategy.

As the pharmaceutical industry continues its digital evolution, the NDA submission process will undoubtedly undergo further transformation. Companies that embrace these changes, invest in digital capabilities, and adapt their regulatory strategies accordingly will find themselves at a significant competitive advantage. The convergence of technology, regulatory flexibility, and scientific innovation is creating an environment where breakthrough therapies can reach patients faster than ever before, fundamentally altering the drug development landscape for years to come.

CRISPR variant selectively targets tumor DNA

Cancer cells excel at evading detection, but subtle chemical differences set them apart from healthy cells. Now, a team of scientists from Wageningen University & Research and Van Andel Institute has identified a way to exploit this distinction. Using a variant of CRISPR, a modern tool for editing DNA, they distinguished tumor DNA from healthy DNA and selectively cut only the former.

The study, published in Nature, is an early but promising step toward a cancer therapy that targets and destroys tumor cells with high precision.

The new method relies on methyl groups, small chemical tags attached to DNA that regulate whether genes are on or off. This process, called DNA methylation, is altered in cancer cells and can act as a molecular “fingerprint” that differentiates malignant cells from healthy ones.

Precision gene editing with ThermoCas9

The team conducted the study using ThermoCas9, a CRISPR variant discovered in bacteria several years ago by Wageningen’s John van der Oost, Ph.D. Like other CRISPR systems, researchers can program ThermoCas9 to locate and cut specific sections of DNA within a cell.

VAI’s Hong Li, Ph.D., and her lab analyzed ThermoCas9’s structure and found that it can distinguish between unmethylated and methylated genes.

The team then introduced ThermoCas9 into human cells grown in culture dishes: healthy cells in one set of dishes and tumor cells in another set of dishes. This approach worked: ThermoCas9 cut DNA in tumor cells while leaving healthy DNA intact. The system therefore proved capable of detecting the subtle chemical differences between healthy and tumor cells and acting on them.

“ThermoCas9 is the first CRISPR-associated enzyme to respond to differences in the most abundant type of DNA methylation in human and other eukaryotic cells,” Van der Oost said. “This means we now have a system that we can target specifically toward tumor cells.”

The study represents the first time a CRISPR-based method has relied on methylation to target human cancer cells.

“ThermoCas9 uses methylation like an address to precisely target cancer cells while leaving healthy cells untouched,” Li said. “The findings could be a game changer.”

A precise molecular fit

The explanation for ThermoCas9’s selective behavior lies in the way it binds to DNA. Before a CRISPR system cuts DNA, it must first attach to a short recognition sequence next to its target, known as the PAM (Protospacer Adjacent Motif). ThermoCas9 is unique in that its PAM sequence includes a human methylation site, meaning it can contain a methyl group.

“The CRISPR system binds very precisely to this recognition code,” Van der Oost explained.

Compare it to a screwdriver that fits perfectly into a matching screw head. If there is a protrusion inside the groove, the screwdriver no longer fits, nor is it capable of performing its job. In the same way, a methyl group disrupts the fit between ThermoCas9 and the DNA, preventing binding and leaving the DNA sequence untouched.

“ThermoCas9 is a perfect example of the value of fundamental research; you have to know how these individual pieces work together,” Li said. “We used biochemistry and structural biology to discover a mechanism that we one day hope will lead to more precise, effective cancer treatment.”

Steps toward clinical research

There is still a long way to go before the technology can be translated into a potential cancer treatment. The new study demonstrates selective DNA cleavage but does not yet show that this effect can kill tumor cells. The next step focuses on damaging tumor DNA sufficiently to trigger cell death.

Aberrant methylation patterns also play a role in many other diseases, including childhood cancers such as neuroblastoma and autoimmune disorders. In the future, ThermoCas9 or a similar CRISPR tool may evolve into a versatile molecular strategy that recognizes diseased cells by their chemical “signature” and selectively disables them.

New technique maps cancer drug uptake inside living cells

A new analytical method could improve how cancer treatments are designed—by allowing scientists to track, for the first time, exactly where inside a living cell a drug accumulates. Researchers from the University of Surrey and King’s College London developed the method, which detects trace amounts of metal inside individual living cells and their internal compartments without the need to kill the cells first.

Published in Spectrochimica Acta Part B: Atomic Spectroscopy, the study looked at a class of cancer therapy called targeted radionuclide therapy. This works by attaching a radioactive particle to a molecule that seeks out tumor cells, delivering radiation directly to the cancer. Where inside the cell the drug ends up is critical. A drug that reaches the nucleus causes damage to cancer by targeting DNA. Until now, there was no reliable way to measure this in living cells.

Dr. Monica Felipe-Sotelo, senior lecturer in radiochemistry and analytical chemistry, co-author of the study from the University of Surrey, said, “We developed this method using two specialist facilities—the SEISMIC facility at King’s College London and the University of Surrey’s ICP-MS facility. Together, they allowed us to combine the cell-sampling and metal-detection steps in a single workflow for the first time. That combination is what makes it possible to ask not just whether a drug gets into a cell, but precisely where it goes once it’s there.”

The team used tiny glass capillary tips—10 micrometers wide for whole cells, 3 micrometers for subcellular structures—to extract individual living pancreatic cancer cells and material from within them, including mitochondria, under a microscope.

The SEISMIC facility at King’s, a specialist system for extracting material from single living cells, provided the sampling capability. Surrey’s laser ablation inductively coupled plasma mass spectrometry (ICP-MS) facility then enabled detection and measurement of thallium present using LA-ICP-MS—a technique that uses a laser to vaporize minute quantities of material before a mass spectrometer identifies and quantifies the metals within. The combination of capillary sampling at the sub-cellular level and LA-ICP-MS has not been performed before.

The researchers used thallium chloride as a chemically stable stand-in for thallium-201, a radioactive isotope under investigation as a cancer treatment candidate. Thallium was successfully detected in individual cancer cells and, for the first time, inside mitochondria-enriched material extracted from those cells, at extremely low amounts.

Dr. Claire Davison from King’s College London, said, “Thallium-201 is exciting as a potential cancer therapy precisely because its radiation acts over such a short distance—which means it could destroy tumor cells while sparing the healthy tissue around them. But that precision cuts both ways: the drug has to end up in the right part of the cell to do its job. This method gives us, for the first time, a way to find that out in living cells, and that is a significant step towards making this type of therapy work in practice.”

Dr. Dany Beste, senior lecturer in microbial metabolism from the University of Surrey, said, “The potential here goes well beyond cancer. Metals play important roles in a wide range of diseases—from infectious disease to diabetes and liver conditions—and we have few tools for studying exactly where they are accumulating within cells. This methodology gives us a way to do that with a level of precision and in conditions that are much closer to biological reality. That opens up a lot of questions we could not previously ask.”

Professor Melanie Bailey from King’s College London said, “We are continuing to develop this methodology at the SEISMIC facility and working with various different users to determine precisely where other drugs go when they enter cells, and what they do when they get there.”

The technique could be extended beyond cancer research to study how any metal-based drug or toxic substance distributes inside living cells. The team identified the extraction of additional cellular compartments—including the nucleus, where radiation damage to DNA occurs—as a key next step. Improving methods to verify the purity of the extracted subcellular material is also identified as a priority for future development.

Smart Investors Track IND Filing Milestones as Biotech Market Valuations Surge

Biotech investors who understand the power of regulatory catalysts know that few events move stock prices as dramatically as an IND filing milestone. These pivotal moments represent years of preclinical research culminating in FDA approval to begin human testing, often triggering significant market reactions and reshaping company valuations overnight.

An Investigational New Drug (IND) application represents a critical inflection point where promising laboratory discoveries transition into human clinical trials. When companies announce successful IND filing milestone achievements, they signal to investors that their experimental therapies have cleared essential safety hurdles and demonstrated sufficient promise to warrant human studies. This regulatory green light often validates years of scientific work and substantial capital investment.

The market impact of these milestones extends far beyond simple regulatory approval. Successful IND submissions typically unlock new funding opportunities, attract institutional investor interest, and position companies for potential partnership deals with larger pharmaceutical firms. Market data consistently shows that biotech stocks experience their most volatile trading periods around major regulatory milestones, with IND approvals ranking among the most significant catalysts.

For emerging biotechnology companies, reaching an IND filing milestone often represents their first major validation from regulatory authorities. The FDA’s acceptance of an IND application indicates that the proposed clinical trial design meets safety standards and that the experimental therapy shows sufficient promise to justify human testing. This regulatory endorsement carries substantial weight with investors who rely on third-party validation when evaluating early-stage biotech investments.

Market Dynamics and Investment Implications

Professional biotech investors closely monitor IND filing timelines across their portfolios, as these milestones often trigger predetermined investment tranches or acquisition discussions. The successful achievement of an IND filing milestone frequently catalyzes a company’s transition from pure research entity to clinical-stage operation, fundamentally altering its risk profile and market positioning.

The financial implications extend beyond immediate stock price movements. Companies that successfully reach IND filing milestone events typically gain access to specialized clinical-stage funding sources, including venture capital firms focused on later-stage biotech investments. This expanded funding landscape often provides the capital necessary to advance through expensive Phase I and Phase II clinical trials.

Timing considerations around IND submissions create unique investment opportunities. Sophisticated investors often position themselves ahead of anticipated IND filing milestone announcements, recognizing that successful applications can generate substantial returns within compressed timeframes. However, this strategy requires deep due diligence and understanding of regulatory processes, as failed or delayed submissions can equally impact valuations negatively.

The strategic importance of IND approvals has intensified as biotech valuations have evolved. Modern investors increasingly focus on tangible regulatory milestones rather than purely speculative research programs. This shift has elevated the significance of IND filing milestone achievements as key performance indicators for biotech investment thesis validation.

Understanding IND filing milestone dynamics provides biotech investors with crucial insights into market timing and valuation catalysts. As regulatory pathways continue evolving and investor sophistication increases, these milestone events remain fundamental drivers of biotech sector performance. Investors who master the intricacies of regulatory milestone timing and market impact position themselves to capitalize on one of biotechnology’s most reliable value creation mechanisms.

Smart Investors Track NDA Submissions as Critical Biotech Value Catalysts

The biotech sector thrives on regulatory milestones, and no event carries more weight than when a company files its New Drug Application with the FDA. An NDA submission represents years of research, hundreds of millions in development costs, and the potential to transform both patient lives and investor portfolios overnight.

For biotech companies, the path from laboratory discovery to market-ready therapy hinges on successfully navigating the FDA’s rigorous approval process. The NDA submission marks a pivotal transition from clinical development to commercial potential, triggering intense scrutiny from investors, analysts, and competitors alike.

When companies announce their NDA submission timeline, stock prices often experience dramatic volatility. This reaction stems from the binary nature of drug approval – success can mean billion-dollar revenue streams, while rejection sends companies scrambling back to the drawing board. Recent market data shows that biotech stocks typically see 15-30% price movements within 48 hours of NDA submission announcements, reflecting the high-stakes nature of these regulatory filings.

The quality and completeness of an NDA submission directly influences approval odds and timeline. Companies must present comprehensive data packages including clinical trial results, manufacturing information, proposed labeling, and risk assessment strategies. The FDA’s acceptance of an NDA submission for review represents a significant de-risking event, as it indicates the application meets basic filing requirements and contains sufficient data for evaluation.

Understanding the NDA Review Process

Once the FDA accepts an NDA submission, the agency assigns either a standard 12-month review timeline or an expedited 6-month priority review for drugs addressing unmet medical needs. This designation profoundly impacts investor expectations and company valuation models. Priority review status often triggers immediate stock price appreciation, as it signals both regulatory importance and accelerated revenue potential.

The FDA’s Prescription Drug User Fee Act (PDUFA) date becomes a critical milestone following NDA submission acceptance. This target date represents the agency’s commitment to complete its review, creating a definitive timeline for investors to anticipate approval decisions. Companies strategically time their NDA submissions to align with optimal market conditions and corporate development goals.

Successful NDA submissions require meticulous preparation and often benefit from pre-submission meetings with FDA reviewers. These interactions help companies understand regulatory expectations and address potential concerns before formal filing. The most successful biotech companies invest heavily in regulatory affairs teams that specialize in crafting compelling NDA submissions that anticipate FDA questions and provide robust scientific justification.

Market Impact and Investment Considerations

Institutional investors closely monitor NDA submission pipelines across the biotech sector, using these regulatory catalysts to time entry and exit positions. The period between NDA submission and approval decision represents a unique investment window where informed investors can capitalize on market inefficiencies and emotional trading patterns.

Pharmaceutical partnerships often accelerate following successful NDA submissions, as larger companies seek to acquire or license promising therapies approaching market approval. These strategic relationships can provide crucial commercialization expertise and global market access that smaller biotech companies lack independently.

Risk management becomes paramount when investing around NDA submissions, as even promising candidates face rejection rates exceeding 20%. Diversified biotech portfolios help mitigate individual company risk while maintaining exposure to the sector’s significant upside potential.

The competitive landscape shifts dramatically following NDA submissions, particularly in crowded therapeutic areas. First-mover advantage can create substantial market share benefits, while late entrants must demonstrate clear differentiation to justify their development investments.

Smart biotech investors recognize that NDA submission success depends on far more than clinical efficacy data. Manufacturing scalability, commercial strategy, competitive positioning, and regulatory precedent all influence approval likelihood and commercial potential. Understanding these nuanced factors separates sophisticated investors from those simply betting on binary regulatory outcomes.

America’s sewage and manure hold a $5.7 billion key to breaking synthetic fertilizer dependence

Nutrients recovered from animal and human waste could drastically reduce synthetic fertilizer use in the U.S., according to a new Cornell University study that takes into account real-world implementation challenges like processing and transport.

In the study in Nature Sustainability, researchers found that animal and human waste in the U.S. could theoretically meet 102% of nitrogen and 50% of phosphorus needs for the nation’s agriculture, a value of more than $5.7 billion annually. But they also identified a major hurdle: a frequent mismatch between the location of the waste—often in areas densely populated with people or livestock—and agricultural regions with the highest fertilizer needs.

Still, by mapping and analyzing the sources of waste and of agricultural need, the research team found that large percentages of recoverable nutrients—37% of nitrogen and 46% of phosphorus—can be used locally, and more than half of the surplus nutrients can be redistributed to nearby regions with low economic and environmental costs.

“This is a coordination problem, not a resource problem,” said corresponding author and assistant professor Chuan Liao. “Even considering the real-world constraints, there’s still a substantial amount of nutrients that can be economically redistributed to meet crop needs.”

The research provides a blueprint for harnessing the vast, untapped potential of animal and human waste to reduce the U.S.’s reliance on synthetic fertilizers, which are energy-intensive to produce, harmful to the environment and often made overseas.

“Excessive use of synthetic fertilizers leads to water pollution, and the production itself generates more emissions—it’s a very intensive process,” Liao said. “And you can see with the Iran War, there are supply-chain issues that can lead to great food insecurity as well.”

Using publicly available data, the researchers mapped potential sources of human and animal waste as well as the need for nutrients across 15 major crops, at a resolution of around 10 kilometers.

Nutrient surpluses occurred in population-dense areas and livestock-intensive regions, such as the Northeast and parts of the West respectively, while deficits persisted in the Midwest and southern Great Plains. The researchers then analyzed the potential for redistributing nutrients, given the costs of both processing and transportation.

The team found that areas of very high or very low nutrient supply often overlapped with poorer counties, where people are more vulnerable to food insecurity and have worse overall health outcomes. Liao said pollution could be a factor: In surplus regions, more waste washes into bodies of water, and in areas of low-nutrient supply, farmers rely more on synthetic fertilizers, which can degrade soil and pollute water as well.

“The nutrient inequality seems to mirror social inequality in a large sense,” Liao said. “So potentially fixing the nutrient flow can promote environmental justice.”

Liao said the best approach to scale the use of waste in U.S. agriculture is to take advantage of opportunities at the local level. He gave the example of a pig farm in the middle of miles of corn fields: With the right infrastructure and incentives, waste from the pig farm could be used to satisfy the nutrient-hungry corn fields right next door.

“We’re advocating for a decentralized system, so that waste can be processed locally,” Liao said. “But in order to do this, we need to coordinate across different sectors, such as agriculture, waste and energy. The technology is there, but we need governance and infrastructure to scale up to the entire U.S.”

The study is part of a larger research program exploring the feasibility of using human and animal waste as fertilizer globally, with co-authors Rebecca Nelson, professor in CALS’ School of Integrative Plant Science (SIPS), and Johannes Lehmann, the Liberty Hyde Bailey Professor at SIPS.

Scientists turn AI-generated proteins into smart molecular sensors

An international team led by researchers at QUT has used artificial intelligence to create tiny “smart” proteins that switch on only when they detect a chosen target. Published in Nature Biotechnology, the research opens the way to a new generation of low-cost biosensors for medicine, environmental monitoring and biotechnology.

The team showed that these AI-designed protein switches could work inside living bacterial cells and could also be linked to electrodes to generate an electrical signal, similar in principle to glucose meters.

Lead author Professor Kirill Alexandrov, from the QUT School of Biology and Environmental Science and the ARC Centre of Excellence in Synthetic Biology, explained that proteins are the molecular machines that allow living cells to sense changes in their environment and respond.

“One of the major goals of synthetic biology is to build protein systems that can detect molecules of interest and then trigger a useful response,” Professor Alexandrov said. “Until recently, protein engineers were mostly limited to adapting natural proteins found in biology. That gave us only a small set of starting options and made it very difficult to design new sensors on demand. Our study shows that AI-designed proteins can be turned into effective molecular switches, greatly expanding what protein engineers can build.”

The researchers used machine learning-designed binding proteins as artificial receptors and connected them to enzymes capable of producing easily measurable outputs. These outputs included color changes, light emission and electrical signals, making the switches suitable for different types of sensing technologies.

Importantly, the work also challenges a long-held idea in protein science.

“It was widely believed that sensing proteins had to undergo large shape changes to function as switches,” Professor Alexandrov said. “We found that these artificial receptors do not need a dramatic structural rearrangement. Instead, binding of the target molecule subtly changes how the protein moves, and that is enough to turn activity on. That gives us new insight into how natural protein regulation works and provides a powerful new strategy for designing useful biosensors.”

In the study, the team built switches that responded to small molecules, peptides and proteins. They also demonstrated electrochemical biosensors for steroid detection and showed that the switches could operate in living cells, an important step towards future synthetic biology applications.

The technology could eventually support portable diagnostic devices, environmental sensing systems and engineered cells that respond intelligently to chemical signals.

The work brought together researchers from seven teams across Australia, the United Kingdom and the United States, including collaborators from the University of Washington led by 2024 Nobel Prize laureate Professor David Baker, and CSIRO, Australia’s national science agency.

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