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Quantum advantage reassessed: More realistic benchmarks for quantum algorithms

Quantum advantage refers to the point at which a quantum computer solves a clearly defined task faster or more efficiently than any classical computer—or makes it solvable in the first place. For many practical applications, this has not yet been demonstrated. Research therefore relies heavily on theoretical models and simulations to explore where and under what conditions such an advantage may realistically be achieved in the future.

Quantum simulation is considered a promising path toward genuine quantum advantage.

However, many existing approaches in quantum chemistry rely on simplifying assumptions: They describe molecules as closed systems perfectly isolated from their environment, model only unitary dynamics and focus on calculating ground states within the Born-Oppenheimer approximation. In nature, none of these assumptions fully hold.

Did Cellular Life Begin Twice? New Study Points to Two Independent Origins

Early metabolism may have begun as a mix of metal and enzyme catalysis before bacteria and archaea independently evolved into free-living cells.

Four billion years ago, the chemistry that eventually became life may have been unfolding around hydrothermal vents, where naturally occurring metals helped drive reactions before cells possessed the full machinery they use today. Researchers at Heinrich Heine University Düsseldorf (HHU) and collaborating institutions have reconstructed part of that transition, tracing how metabolism and enzymes changed as the ancestors of bacteria and archaea began to diverge.

The study, published in Science Advances, examined the chemical network early cells used to produce essential components of life and investigated how those reactions could have been powered. The researchers conclude that the transition to free-living bacteria and archaea may have occurred independently, even though both lineages share the same underlying genetic code.

Dr. Dominique Darvas | The Bioreactor of Youth

Supporting scientists, entrepreneurs, funders, and institutional partners in advancing biotechnology to reverse aging, extend human healthspan, and improve the human condition. This group is sponsored by 100 Plus Capital. http://100pluscap.com/

Dr. Dominique Darvas | The Bioreactor of Youth.

Abstract: For five thousand years, humanity has sought the fountain of youth. Today, the stem cells we expand in our laboratories also dream of it. Before we were born, each of us held it in our veins for a fleeting moment. HALOS Biosciences is engineering it in a bioreactor.

Company profile: HALOS Biosciences is engineering the world’s first lab-grown human fetal plasma: a synthetic, scalable, and ethical recreation of the most regenerative biochemical environment in human biology as a platform technology for cell culture and regenerative medicine.

Short Bio: Dr. Dominique Darvas, CEO MD PhD with a clinical background in emergency medicine and a first doctoral thesis in emergency blood transfusion protocols. Second specialization in anti-aging and longevity medicine at Université Paris Descartes with a second thesis in mitohormesis. Co-founder of Clinique Cleage Genève (anti-aging and aesthetic clinic in Geneva). Direct clinical experience with blood composition, therapeutic protocols, and regenerative medicine. Active in the longevity biotech community as both fellow and counsellor of the Longevity Biotech Fellowship, resident at Vitalist Bay 2025 and speaker at Synbiobeta 2026.

About The Foresight Institute.

Molecular structures provide roadmap for targeted Parkinson’s disease therapeutics

Researchers at Weill Cornell Medicine have uncovered how a key Parkinson’s protein called LRRK2 shifts between inactive and active forms, revealing the structural changes that enable certain mutations to push the protein into an overactive state. Mutations that cause LRRK2 to become abnormally active are among the most common genetic causes of Parkinson’s disease. Even without these mutations, some people with Parkinson’s disease have elevated LRRK2 activity.

Understanding exactly how LRRK2 becomes overactive has become increasingly important because it is one of the leading targets for developing treatments that could slow Parkinson’s disease.

Using electron microscopy and biochemistry, the team captured the structure of LRRK2 in different states, enabling them to elucidate how the protein toggles between active and inactive forms. The findings, published in Cell, point toward a new generation of targeted therapies.

Simple blood test on a chip could help diagnose lung cancer

Researchers at Tel Aviv University have developed a new method for diagnosing lung cancer: a simple, fast, low-cost blood test that does not require DNA sequencing. The method identifies a chemical fingerprint of cancer cells in the blood by analyzing cell-free DNA originating from those cells. In the study, the test distinguished between lung cancer patients and healthy individuals with a sensitivity of 93.1% and a specificity of 90.3% for patients with stage 2–4 disease.

The study was led by Prof. Yuval Ebenstein of the School of Chemistry at the Faculty of Exact Sciences, the Department of Biomedical Engineering and the Zimin Institute at Tel Aviv University, in collaboration with researchers from JaxBio Technologies, Bnai Zion Medical Center and Sheba Medical Center. The paper is published in the journal npj Precision Oncology.

DNA repair enzymes favor specific sequences, shaping mutation patterns in the human genome

When a wound does not heal properly, it leaves a scar. Similarly, mutations—which are permanent changes to genetic code—are often the result of damaged DNA that has not been properly repaired. Mutations can impede the function of genes and lead to disease and aging, but they are also the source of genetic variation, which allows new traits to emerge and facilitates the evolutionary process. Scientists still do not fully understand why some damaged DNA segments are successfully repaired while others are not.

In a new study published in Nature Communications, researchers from the Weizmann Institute of Science succeeded in identifying which DNA sequences and structures are the preferred targets for several of the most important DNA repair enzymes. The findings from the laboratory of Dr. Ariel Afek suggest that these preferences shaped the human genome and could even help explain how cells become cancerous.

Every day, thousands of chemical reactions take place in every living cell, damaging the genome. “When DNA repair systems work properly, they repair most of the damage, but not all of it,” Afek explains. “Therefore, the rate at which mutations accumulate is a balance between the rate of damage and the rate of repair.

Engineered enzymes forge carbon-carbon and carbon-nitrogen bonds with high selectivity

Researchers from the Manchester Institute of Biotechnology, including Dr. Zachary Birch-Price and professor Anthony Green, have developed a new family of engineered enzymes that can create several different types of chemical bonds used to build complex molecules. This work demonstrates how artificial enzymes can be adapted to carry out a broad range of carbon-carbon (C-C) and carbon-nitrogen (C-N) bond-forming reactions with high selectivity, offering new possibilities for biocatalysis.

Published in Nature Catalysis, the research addresses a long-standing challenge in chemistry: developing biological catalysts that can selectively construct complex molecular architectures. Carbon-carbon and carbon-nitrogen bonds are fundamental building blocks in many chemicals, pharmaceuticals and advanced materials.

“Biocatalysis has transformed our ability to carry out many chemical reactions using enzymes, but there are still important areas of chemistry that remain difficult to access. In this work, we show that artificial enzymes can be engineered to perform a wide variety of bond-forming reactions. What is particularly exciting is that the same underlying catalytic strategy can be adapted to work with many different reaction partners. This versatility gives us a foundation for developing new enzyme platforms capable of producing a wide range of valuable chemical structures,” said Green, professor of chemical biology and director of the MIB.

A Common Cholesterol Treatment May Also Remove PFAS And Microplastics From Blood

A filter used to clear excess fats from the blood of people with cardiovascular disease may also trap much smaller stowaways: some persistent synthetic chemicals and microplastics.

The treatment, known as therapeutic apheresis, passes a patient’s blood through a machine, filters out targeted substances, and returns the blood to the body.

It was not developed to remove environmental pollutants. It is generally used in severe cases where medication alone cannot sufficiently remove cholesterol – fat-carrying particles linked to cardiovascular disease risk.

Chemists set electrons free and break a decades-old chemistry barrier

Chemists have developed a catalyst that breaks a long-standing rule governing which molecules receive electrons during chemical reactions. By releasing electrons directly into solution, the technique could unlock reactions—and potentially useful new molecules—that were previously out of reach.

Scientists Find Two New Ways To Break Down “Forever Chemicals” in Water

An HZDR research team has developed methods for breaking down “forever chemicals.”

The carbon-fluorine bonds inside PFAS are among the strongest in chemistry, allowing these industrial pollutants to persist in water for years. Researchers at the Helmholtz-Zentrum Dresden-Rossendorf (HZDR) are testing two ways to break those bonds: hydrodynamic cavitation and cold atmospheric plasma combined with gas dispersion.

Analyses by experts at the Helmholtz Centre for Environmental Research (UFZ) confirmed that both processes degraded per-and polyfluoroalkyl substances (PFAS) and released fluoride. If developed into practical industrial systems, the methods could help limit the amount of these highly persistent chemicals entering rivers, lakes and oceans.

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