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Can animals count?

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Can animals count?


Research co-led by neuroscientists Professor Yung Wing-ho from City University of Hong Kong (CityUHK) and Professor Ke Ya from The Chinese University of Hong Kong (CUHK) Faculty of Medicine (CU Medicine) has made a groundbreaking discovery regarding number sense in animals by confirming the existence of discrete number sense in rats, offering a crucial animal model for investigating the neural basis of numerical ability and disability in humans.

The research team has developed an innovative approach that employs a novel numerical learning task, brain manipulation techniques and artificial intelligence modelling, and that resolves an ongoing argument about whether rats have a sense of numbers. The study sheds light on the mechanisms underlying numerical ability. The findings have been published in the renowned multidisciplinary scientific journal Science Advances.

Number sense closely linked to survival and intelligence

Number sense is a fundamental ability in animals’ perception of the world and increases their chances of survival. It is also an important cognitive ability, which is fundamental to mathematical aptitude, a hallmark of human intelligence. About 3% to 7% of people suffer from dyscalculia, a learning disability that affects the ability to learn arithmetic and mathematics of people of normal intelligence; a deficit in number sense is one of the major symptoms.

Number sense refers to the capability to compare, estimate and manipulate nonsymbolic numerical quantities, rather than associated magnitudes, which are continuous dimensions inherent in a group of items, such as the area of visual objects or the duration of sound pulses. There have been challenges regarding whether number sense can be assessed in isolation from the influence of continuous magnitudes. Also, there has been a vivid ongoing debate regarding whether the sense of magnitude or the sense of number is more fundamental.

Study confirms that the rat brain has a specific area for dealing with numbers

The research team minimised the influence of continuous magnitudes in numerical tests and conducted meticulous quantitative analyses in the study to determine the respective contributions of numbers and magnitudes. They developed an algorithm to generate stimuli that enable animals to focus only on numbers, minimising other distracting factors. This will help scientists better understand how animals perceive and quantify numbers.

The study found that rats without any previous knowledge of numbers were able to develop a sense of numbers when trained with sounds representing two or three numbers. Despite the influence of continuous magnitudes, the rats consistently focused on the number of sounds when making choices for food rewards.

Professor Yung, Associate Dean of the Jockey Club College of Veterinary Medicine and Life Sciences and Chair Professor of Cognitive Neuroscience at CityUHK, said, “Our study helps dissect the relationship between magnitude and numerosity processing. We discovered that when we blocked a specific part of the rats’ brain, called the posterior parietal cortex, their ability to understand numbers was affected but not their sense of magnitude. This suggests that the brain has a specific area for dealing with numbers. In fact, this is the first time scientists have demonstrated that rats have the ability to discriminate and categorise three different numbers in a single test, surpassing a simple quantity comparison.”

Professor Ke from the School of Biomedical Sciences at CU Medicine expressed excitement about the findings. “The study not only solves a long-standing mystery about how brains handle numbers, but also offers new insights into studying the specific neural circuits involved in number processing in animals and how genes are associated with mathematical ability,” she said. “Furthermore, the findings from neural network modelling could have practical applications in the field of artificial intelligence. In the future, our increased understanding of the brain mechanisms underlying the processing of numbers may contribute to the development of interventions for individuals with numerical difficulties.”

Professor Yung and Professor Ke are the corresponding authors. Other contributing authors include Dr Liang Tuo, Dr Peng Rongchao, Mr Rong Kanglin and Ms Li Jiaxin from CUHK.



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Plant-derived secondary organic aerosols can act as mediators of plant-plant interactions

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Can animals count?


A new study published in Science reveals that plant-derived secondary organic aerosols (SOAs) can act as mediators of plant-plant interactions. This research was conducted through the cooperation of chemical ecologists, plant ecophysiologists and atmospheric physicists at the University of Eastern Finland.

It is well known that plants release volatile organic compounds (VOCs) into the atmosphere when damaged by herbivores. These VOCs play a crucial role in plant-plant interactions, whereby undamaged plants may detect warning signals from their damaged neighbours and prepare their defences. “Reactive plant VOCs undergo oxidative chemical reactions, resulting in the formation of secondary organic aerosols (SOAs). We wondered whether the ecological functions mediated by VOCs persist after they are oxidated to form SOAs,” said Dr. Hao Yu, formerly a PhD student at UEF, but now at the University of Bern.

The study showed that Scots pine seedlings, when damaged by large pine weevils, release VOCs that activate defences in nearby plants of the same species. Interestingly, the biological activity persisted after VOCs were oxidized to form SOAs. The results indicated that the elemental composition and quantity of SOAs likely determines their biological functions.

“A key novelty of the study is the finding that plants adopt subtly different defence strategies when receiving signals as VOCs or as SOAs, yet they exhibit similar degrees of resistance to herbivore feeding,” said Professor James Blande, head of the Environmental Ecology Research Group. This observation opens up the possibility that plants have sophisticated sensing systems that enable them to tailor their defences to information derived from different types of chemical cue.

“Considering the formation rate of SOAs from their precursor VOCs, their longer lifetime compared to VOCs, and the atmospheric air mass transport, we expect that the ecologically effective distance for interactions mediated by SOAs is longer than that for plant interactions mediated by VOCs,” said Professor Annele Virtanen, head of the Aerosol Physics Research Group. This could be interpreted as plants being able to detect cues representing close versus distant threats from herbivores.

The study is expected to open up a whole new complex research area to environmental ecologists and their collaborators, which could lead to new insights on the chemical cues structuring interactions between plants.



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Folded or cut, this lithium-sulfur battery keeps going

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Most rechargeable batteries that power portable devices, such as toys, handheld vacuums and e-bikes, use lithium-ion technology. But these batteries can have short lifetimes and may catch fire when damaged. To address stability and safety issues, researchers reporting in ACS Energy Letters have designed a lithium-sulfur (Li-S) battery that features an improved iron sulfide cathode. One prototype remains highly stable over 300 charge-discharge cycles, and another provides power even after being folded or cut.

Sulfur has been suggested as a material for lithium-ion batteries because of its low cost and potential to hold more energy than lithium-metal oxides and other materials used in traditional ion-based versions. To make Li-S batteries stable at high temperatures, researchers have previously proposed using a carbonate-based electrolyte to separate the two electrodes (an iron sulfide cathode and a lithium metal-containing anode). However, as the sulfide in the cathode dissolves into the electrolyte, it forms an impenetrable precipitate, causing the cell to quickly lose capacity. Liping Wang and colleagues wondered if they could add a layer between the cathode and electrolyte to reduce this corrosion without reducing functionality and rechargeability.

The team coated iron sulfide cathodes in different polymers and found in initial electrochemical performance tests that polyacrylic acid (PAA) performed best, retaining the electrode’s discharge capacity after 300 charge-discharge cycles. Next, the researchers incorporated a PAA-coated iron sulfide cathode into a prototype battery design, which also included a carbonate-based electrolyte, a lithium metal foil as an ion source, and a graphite-based anode. They produced and then tested both pouch cell and coin cell battery prototypes.

After more than 100 charge-discharge cycles, Wang and colleagues observed no substantial capacity decay in the pouch cell. Additional experiments showed that the pouch cell still worked after being folded and cut in half. The coin cell retained 72% of its capacity after 300 charge-discharge cycles. They next applied the polymer coating to cathodes made from other metals, creating lithium-molybdenum and lithium-vanadium batteries. These cells also had stable capacity over 300 charge-discharge cycles. Overall, the results indicate that coated cathodes could produce not only safer Li-S batteries with long lifespans, but also efficient batteries with other metal sulfides, according to Wang’s team.

The authors acknowledge funding from the National Natural Science Foundation of China; the Natural Science Foundation of Sichuan, China; and the Beijing National Laboratory for Condensed Matter Physics.



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Bacteria work together to thrive in difficult conditions

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Though a founding concept of ecology suggests that the physical environment determines where organisms can survive, modern scientists have suspected there is more to the story of how microbial communities form in the soil.

In a new study, researchers have determined through both statistical analysis and in experiments that soil pH is a driver of microbial community composition — but that the need to address toxicity released during nitrogen cycling ultimately shapes the final microbial community.

“The physical environment is affecting the nature of microbial interactions, and that affects the assembly of the community,” said co-lead author Karna Gowda, assistant professor of microbiology at The Ohio State University. “People in the field understood these two things must be important at some level, but there wasn’t a lot of evidence for it. We’re adding some specificity and mechanisms to this idea.”

The work helps clarify the microbial underpinnings of global nitrogen cycling and may provide a new way to think about emissions of nitrous oxide, a potent greenhouse gas, Gowda said.

The research was published recently in Nature Microbiology.

Microbes keep soil healthy and productive by recycling nutrients, and are particularly important for converting nitrogen into forms that plants can use. Underground organisms living in the same environment are also highly interconnected, preying on each other, participating in chemical exchanges and providing community benefits.

For this work, Gowda and colleagues used a dataset from a worldwide collection of topsoil samples, sequencing the genomes of microbes present in the samples and analyzing important characteristics of the soil — such as nitrogen and carbon content and pH, a measure of soil’s acidity.

“We wanted to look at trends that were widespread and that would manifest around the planet across very different environments,” Gowda said.

With billions of bacteria present in a sample of soil, the researchers relied on the genetic makeup of microbial communities to determine their functional roles.

The team zeroed in on genes that identified which bacteria were involved in denitrification — converting nitrogen compounds from bioavailable forms into nitrous oxide and dinitrogen gas that’s released in the atmosphere. A bioinformatics analysis showed that soil pH was the most important environmental factor associated with the abundance of these organisms.

To test the statistical finding, the researchers conducted lab enrichment experiments, running a natural microbial community through different conditions of growth.

During denitrification, specific enzymes have roles in the conversion of nitrate into various nitrogen-containing compounds. One of these forms, nitrite, is more toxic in acidic soil (low pH) than it is under neutral conditions with higher pH.

The experiments showed that strains with enzymes called Nar, linked to creating toxic nitrite, and strains with enzymes called Nap, linked to consuming nitrite, fluctuated based on the acidity of the soil.

“We found more of Nar at low pH and less of Nap, and vice versa as the soil pH moved toward neutral,” Gowda said. “So we see two different types of organisms prevalent at acidic versus neutral pH, but we also find that that’s actually not explaining what’s going on. It’s not just the environment that’s determining who’s there — it’s actually the environment plus interactions between more organisms in the community.

“This means that pH is affecting the interaction between organisms in the community in a more or less consistent way — it’s always about the toxicity of nitrite. And this highlights how different bacteria work together to thrive in varying soil pH levels.”

That finding was novel and important, Gowda said. Bacteria and other microorganisms are known to be driven by a will to survive, but they also rely on each other to stay safe — and that cooperation has implications for environmental health, the research suggests.

“While individual fitness effects clearly play a role in defining patterns in many contexts, interactions are likely essential to explaining patterns in a variety of other contexts,” the authors wrote.

Understanding how interactions and the environment affect nitrous oxide emissions could provide new insights into reducing this potent greenhouse gas, Gowda said: Denitrifying bacteria are key sources and sinks of nitrous oxide in agricultural soils. While past studies have focused on the behavior of these nitrous oxide-emitting organisms in different pH conditions, considering their ecological interactions may offer new strategies to lower emissions.

This work was supported by the National Science Foundation, the University of Chicago, the National Institute of General Medical Sciences, a James S. McDonnell Foundation Postdoctoral Fellowship Award, and a Fannie and John Hertz Fellowship Award.

Co-authors include Seppe Kuehn, Kyle Crocker, Kiseok Keith Lee, Milena Chakraverti-Wuerthwein and Zeqian Li of the University of Chicago; Mikhail Tikhonov of Washington University in St. Louis; and Madhav Mani of Northwestern University.



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