Friday, July 03, 2026

 

Are you ‘happee’ or are you ‘happeh’? Study links accents to social classes



Our accents give away more about social class than we think, according to new research led by Lancaster University




Lancaster University





Our accents give away more about social class than we think, according to new research led by Lancaster University.

The new sociolinguistic study focusing on Mancunian accents, published today in the journal, Language Variation and Change, shows that the final vowel in words like happy, baby, chilly and city – known to linguists as ‘the happy vowel’) varies clearly by social class across Manchester. 

And, while Manchester has changed dramatically over the past few decades - socially, economically and culturally - some features of the city’s accent have remained remarkably stable, particularly in working-class speech.

The study finds that middle classes say happee while working classes say happeh, with the higher social classes using a tenser vowel overall.

The pattern, says the research, has remained consistent across generations, suggesting long-term stability rather than a sound change in progress.  

The research also shows that most speakers sound slightly more ‘middle-class’ in more formal speech, with one notable exception - the lowest social class, whose pronunciation remains stable across contexts.

British Mancunians of Pakistani heritage consistently use the happee variant, whereas both Black and White Mancunians are more likely to use happeh unless they are from higher social classes.

This study also finds the pronunciation difference operates largely below people’s awareness, with speakers rarely noticing the pattern in their own speech.

The pattern has stayed remarkably consistent for decades, with little difference between how younger and older Mancunians speak.

Overall, the Manchester happeh vowel provides a rare case study of a stable vowel feature that reflects social structure, rather than linguistic change.

Study lead author Dr Danielle Turton, who worked with Dr Maciej Baranowski, from the University of Manchester, says: “Our research in Manchester demonstrates how everyday speech can reflect long-standing social patterns.

“Working-class speakers tend towards a very open ‘eh’ sound in happy, almost rhyming with ‘yeah’, while upper-middle-class speakers use a tenser ‘ee’ sounding closer to the vowel in ‘bee’.

Despite rapid changes in the city, this feature of working-class speech in Manchester has remained remarkably stable for generations.”

And, what is more, there is little evidence to suggest the use of happeh is stigmatised within Manchester.

Anecdotal evidence suggests Mancunians are not usually aware of the lax quality of their happeh vowel, though the feature stands out to outsiders.

So, for Dr Baranowski, an outsider to the community, happeh was the most striking feature of the accent when he arrived in the city.

But Dr Turton, a Mancunian, was totally unaware of it until she became a trained linguist and heard comments from outsiders.

The study draws on recordings collected by the researchers from 109 speakers aged 16 to 85 who grew up in Manchester, representing the full socio-economic range of the city, as well as its three largest ethnic groups: White, Black Caribbean and British Pakistani and is part of a larger investigation into speech variation and change in Manchester.

The researchers tuned into interview conversations totalling more than 100 hours of recorded speech with people born and bred Manchester, totalling more than 100 hours of interview speech, supplemented with word list reading of ten words including merry and petty.

The research was funded by the UKRI Economic and Social Research Council.

 

COVID-19 vaccine boosters may help protect against future animal coronaviruses



First exposure to SARS-CoV-2 ‘locks in’ our immune response



University of Cambridge





COVID-19 vaccine boosters not only protect against SARS‑CoV‑2 – the virus behind the most recent pandemic – but may also help protect against some future coronaviruses that risk spreading from animals to humans, Cambridge researchers have shown.

In a related study, the team has shown that an individual’s first exposure to SARS‑CoV‑2 ‘locks in’ their immune response, impeding their ability to respond to future variants, even when vaccinated.

When an individual is infected with a virus, the immune system produces antibodies that will recognise the virus if it re-enters the body and prevent infection taking hold again. Vaccination works on the same principle.

A team led by scientists in the Gupta and Rihn laboratories at the Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), University of Cambridge, asked whether the vaccines currently given against COVID-19 might also protect us against future coronaviruses that risk ‘spilling over’ from animals to humans.

In findings published today in the journal npj Vaccines, the team studied blood samples from older UK adults (average age around 69) who had received four COVID‑19 vaccine doses, including a recent bivalent booster that included both the original Wuhan strain and the Omicron variant.

They tested how well antibodies in these blood samples could neutralise different Omicron variants of SARS‑CoV‑2. They also tested the antibodies to see if they could neutralise the SARS‑CoV‑1 virus – responsible for the 2003 SARS outbreak – and a range of closely-related coronaviruses (known as ‘sarbecoviruses’) found in bats and pangolins, some of which are considered potential threats for future outbreaks.

As expected, antibodies worked less well against newer Omicron variants than against the original Wuhan strain, showing how the virus has evolved to escape the immune response. The antibodies were poor at neutralising SARS‑CoV‑1, which is genetically more distant.

Surprisingly, the antibodies were much better at neutralising two sarbecoviruses closely related to SARS‑CoV‑2 – one from bats and one from pangolins – than they were at neutralising the original Wuhan strain itself, even though these two viruses have never infected humans. Several of the bat and pangolin viruses tested have the ability to enter human cells and are genetically close enough to SARS‑CoV‑2 to raise concern about future spillovers.

Grace West from CITIID, the study’s joint first author, said: “We’d expect the COVID vaccine to offer protection against today’s variants, but we were surprised to find that it also provides protection against some animal coronaviruses with future pandemic potential.”

Rebecca Morse, also a joint first author from CITIID, said: “We may already have a head start when it comes to protecting against certain future outbreaks. Boosters could reduce both severity and spread if spillover were to occur, buying us vital time while we develop a more targeted vaccine. This will be particularly important for older and vulnerable populations, who are usually hardest hit in new pandemics.”

The researchers say their findings could inform next‑generation vaccine design. Vaccines that target parts of the coronavirus spike protein common to multiple viruses could protect against related viruses. The spike protein is a key element of the virus that the immune system recognises.

The research was funded by Wellcome and the Medical Research Council, with additional support from the Hong Kong Jockey Club, National Institute for Health and Care Research (NIHR) Cambridge Biomedical Research Centre and Addenbrooke’s Charitable Trust.

Why ‘first impressions’ matter when it comes to COVID-19 immunity

In a second study, Professor Ravindra Gupta and colleagues showed how your first encounter with COVID-19 – either through infection or vaccination – leaves a lasting immune ‘fingerprint’ that shapes how you respond to new variants for years, with important implications for vaccine design and pandemic preparedness.

Early on in the pandemic, relatively low reported case numbers in many African countries led to the perception that these countries had experienced limited exposure to SARS-CoV-2. But when the team analysed blood samples from unvaccinated adults in Nigeria in early 2023, they found that this was not the case – most individuals had already been exposed to the virus, often more than once, despite many never having been diagnosed or reporting illness.

This presented the team with a rare opportunity to understand how immunity builds up when infection comes first, rather than vaccination. Their findings are published in the journal iScience.

Using two independent cohorts sampled in 2023 while Omicron was circulating, the team found that immune responses were still dominated by earlier strains of the virus, even after subsequent infection with Omicron. This reflects a phenomenon known as ‘immune imprinting’, where the first exposure to the virus – whether through infection or vaccination – largely determines how the immune system will respond in future. Even after vaccination against or infection by subsequent variants, the immune system still responds as if the virus had not changed since that first exposure, increasing the chances that the virus will ‘escape’ the immune response.

First author Dr Adam Abdullahi from CITIID, Cambridge, and the Institute of Human Virology, Abuja, Nigeria, said: “The immune system doesn’t reset with each new variant. Instead, it builds on its first encounter, and that memory continues to influence how it responds to new variants. It’s like how, when we have a negative encounter with someone the first time we meet, this first impression can be hard to shake and informs how we deal with them each time we meet.”

To investigate this further, the team removed antibodies targeting earlier strains from the blood samples. With these antibodies removed, the blood was much less able to neutralise either the earlier variants of COVID-19 or Omicron, confirming that responses to newer variants were largely built on pre-existing immune memory.

Although vaccination increased overall antibody levels, it appeared to amplify existing immune memory, boosting responses shaped by earlier infections rather than generating strong new responses to variants such as Omicron. Even after further exposure to Omicron, antibody responses rarely became stronger against this variant than against the original virus.

In other words, immune responses, established during early infection, can persist over time, constraining the body’s ability to mount new responses to new variants, even after vaccination or re-exposure.

This suggests that in populations with high levels of prior infection, vaccine performance is partly determined by the sequence of exposures individuals have experienced, including whether infection occurred before vaccination, and which variants were encountered first. The findings may help explain why new variants keep spreading, even in populations with high prior exposure

Ravindra Gupta, The Hong Kong Jockey Club Professor of Global Health at CITIID, University of Cambridge, said: “Vaccines are still extremely important as they help reduce the severity of infection, so it’s important to get your boosters if you are vulnerable. But our findings help explain why we see different patterns of immunity across the world. The pandemic did not unfold uniformly, and our vaccination strategies need to reflect that reality.

“Early infection leaves a lasting imprint on the immune system, and in this context, we need to look at designing vaccines that work across different immune histories to help prepare for future pandemics.”

Professor Alash’le Abimiku from the Institute of Human Virology, Nigeria, joint lead author, said: “Understanding how populations were exposed to the virus is essential for designing effective vaccination strategies, particularly in settings where infection occurred before vaccine rollout. Future vaccines may need to be designed so they don’t just ‘replay’ the immune system’s past experiences, but instead actively train it to recognise and respond well to new variants.”

Imprinting may also explain why the COVID vaccine offers greater protection against some sarbecoviruses than it does later variants of SARS-CoV-2, such as Omicron, as reported in the npj Vaccines study.

The original vaccine, like an infection during early COVID-19 waves, caused imprinting of our antibodies against the Wuhan strain, and as the virus mutated over time, the immune system would be increasingly less likely to recognise it. However, some of the bat and pangolin coronaviruses have spike proteins that are more similar to that of the Wuhan strain of SARS-CoV-2 than the spike proteins of Omicron and subsequent variants.

Professor Gupta, who leads The HKJC Global Health Institute, added: “This work was only possible because of close collaboration between Nigerian institutions and international partners, each bringing its own expertise. These partnerships are critical to ensuring that globally relevant evidence is generated from, and directly benefits, populations most affected by emerging infectious diseases.”

The research was funded by The Hong Kong Jockey Club Global Health Institute, Harding Distinguished Postgraduate Scholars Program and European Research Council, with additional support from the NIHR Cambridge Biomedical Research Centre.

Reference

  1. West, GE, & Morse, RB, et al. COVID-19 vaccination induces cross-neutralisation of sarbecoviruses related to SARS-CoV-2. npj Vaccines; 1 July 2026; DOI: 10.1038/s41541-026-01469-x
  2. Abdullahi, A,  Morse, RB, & Cheng, TKM, et al. SARS-CoV-2 Omicron infection reveals imprinted 1 antibody responses in the absence of vaccination. iScience; 28 April 2026; DOI: 10.1016/j.isci.2026.115910

 

A portable ultrasound system could make reliable breast imaging more accessible


The new technology, which generates high-resolution, 3D images of breast tissue, requires no expertise to operate and could be used at home.


Massachusetts Institute of Technology






For people at high risk of developing breast cancer, yearly mammograms may not be enough to detect tumors early. To make earlier diagnosis easier, an MIT team has developed portable detectors based on ultrasound, which could be used much more frequently.

In a new paper, the team reports that they have improved the resolution of the images produced by their system, making it easier to spot potential tumors, as well as cysts and microcalcifications. The researchers also created a user interface that makes it simple to use the ultrasound probe, even for people with no expertise in ultrasonography.

This system, they believe, could not only enable earlier detection, but also allow for long-term monitoring following breast cancer treatment — either in a doctor’s office or at home.

“At each time interval, the computer interface guides you to position the device in exactly the same location, which is important for the longitudinal monitoring of a given tissue. It’s very intuitive and quite easy to use,” says Canan Dagdeviren, an associate professor of media arts and sciences at MIT and the senior author of the study.

Former MIT postdoc Md Osman Goni Nayeem and MIT graduate students Shrihari Viswanath and Hyeokjun Yoon are the lead authors of the paper, which appears today in Nature Communications.

Higher-quality imaging

While many people receive annual mammograms to check for breast cancer, it is possible for cancer to develop in between these annual screenings. These cancers, known as interval cancers, tend to be more aggressive, and they account for 20 to 30 percent of all breast cancer cases.

After losing an aunt to an interval breast cancer in 2015, Dagdeviren was motivated to develop a screening technique that would be more effective on women with dense breast tissue and could be performed more often than mammography. She decided on ultrasound, which uses sound waves to create images of tissue. Ultrasounds are often used to follow up on abnormal mammograms, but current ultrasound technology requires large equipment and a trained operator.

Earlier this year, Dagdeviren’s lab published a study in which they demonstrated a small ultrasound probe attached to an acquisition and processing module that is a little larger than a smartphone. This compact system can create a 3D image of the entire breast by scanning just two or three locations.

In the new Nature Communications study, the researchers reported several advances that allow for higher resolution imaging and greater ease of use.

One key advance is the addition of a “backing layer” to the ultrasound transducer. This layer helps to contain and focus the ultrasound waves, improving the resolution and quality of the resulting images. It also increases the range of soundwave frequencies that can be absorbed, and reduces both acoustical noise and electrical noise, further enhancing the images.

“With the backing layer, the device produces more accurate and sharper images, with a wider operating range of frequencies,” Nayeem says.

To further improve the quality of the images, the researchers designed an algorithm that adaptively performs a process called beamforming. This algorithm allows the system to compensate for differences in the speed at which sound waves travel through different types of tissue, such as skin and fat.

“What we are trying to do is predict the speed of sound properties of the tissue you’re imaging, and then use that to reconstruct the image more accurately. We see up to a 10 percent improvement in the resolution just by applying this technique,” Viswanath says.

The researchers asked 10 volunteers, who were not experts in ultrasound technology, to use the system to try to identify small micro targets embedded in a “tissue phantom” — a gel-like material engineered to mimic human tissue. Participants had a much higher success rate locating the spheres when they used the new system than when they used a traditional ultrasound probe.

A user-friendly system

For the new version of this system, the researchers also created a user interface, displayed on a computer screen, that guides the user to place the probe in the correct location. This could be especially important for tracking progression of treatments such as neoadjuvent therapy, or long-term monitoring of known abnormalities such as fibroadenomas or microcalcifications.

In a trial with seven people, the researchers found that the users were able to accurately place the probe in the correct location each time they did a scan.

“Conventionally, you need an operator to move the probe around the breast, but we made a computer-vision interface for users to do it by themselves. This is very user-friendly and it shows live images on the screen,” Yoon says.

For future versions of this technology, the researchers hope to create an interface that could be used with a cellphone or tablet, making the system easier to carry. In addition to enabling earlier diagnosis, this type of system could make ultrasound more accessible to patients in areas where there aren’t enough trained ultrasound technicians, the researchers say.

Dagdeviren and some of her students now hope to form a company to work toward making the technology commercially available. While breast cancer diagnosis is their first target application, they hope to expand it to many others.

“The technology is so versatile that it can be used for any soft tissue imaging, from ovarian cancer to measuring endometriosis progression, or fetal monitoring,” Dagdeviren says.

###

The research was funded by the National Science Foundation, the 3M Non-Tenured Faculty Award, the Lyda Hill Foundation, the MIT Media Lab Consortium, and a Tata Center Technology and Design Fellowship.

 

 

 

 

Advancing personalized medicine requires close collaboration across stakeholders






University of Eastern Finland






The development of personalised medicine depends on collaboration between multiple stakeholders, who must navigate uncertainty while shaping expectations of future value. A recent study from the University of Eastern Finland examines how companies take part in this process and what kinds of challenges and opportunities emerge.

The study is based on 23 interviews with key actors in Finland, including companies, public sector organisations and academic stakeholders. The findings show that shared understandings of the future are built through ongoing dialogue, where stakeholders interpret and anticipate developments in the field.

Three main ways of framing the future of personalised medicine were identified. First, stakeholders assess potential benefits, such as improved health outcomes and cost savings. Second, they seek to combine resources and expertise to create value. Third, they form expectations about how the emerging field will develop and what kinds of opportunities it may offer.

At the same time, collaboration presents challenges. Company participation in early-stage innovation may be limited by differing interests, slow processes and a lack of shared understanding between stakeholders.

“Developing personalised medicine requires continuous dialogue between stakeholders. The key challenge is aligning different goals and perspectives,” says Postdoctoral Researcher Ida Parkkinen from the University of Eastern Finland.

The study provides new insights into how future value is constructed in complex collaborative environments. The findings are relevant for both research and policymaking related to healthcare innovation.

The study was published in Innovation: Organization & Management.

 

Combining solar and hydropower could place energy sovereignty within irrigation communities' reach




A study by the University of Córdoba analyzes and compares scenarios to integrate clean energy into the irrigation system on the left bank of the Genil River. The goal is to optimize energy use and reduce dependence on market fluctuations




University of Córdoba






Solar energy is becoming increasingly popular in industries seeking alternatives to the conventional market, with its price fluctuations. In agriculture, solar panel installations are very common on farms, and in recent years, they have also become popular among irrigation communities, which are increasingly powering their systems using energy from the sun. However, this sector requires irrigation availability during times when there is no sunlight, which means that this clean and inexpensive energy source has, thus far, been viewed as auxiliary and complementary, without fully addressing market dependency.

To study the savings and benefits of different solar energy usage scenarios, as well as to propose alternative paths toward energy sovereignty, a team at the University of Córdoba analyzed the case of an Andalusian irrigation community capable of adopting a beneficial hybrid model to produce and store clean energy. The Margen Izquierda del Genil community, which has 6,000 registered hectares with irrigation rights, spans the municipalities of Lora del Río, Peñaflor, and Palma del Río. This community is finalizing the installation of a 9-megawatt peak solar plant, which will replace the conventional energy currently used to pump water from the river to a reservoir located 80 meters higher, from which gravity-based irrigation is then carried out. This system offers "flexibility" because "instead of using the energy directly and exclusively for irrigation, they use it to pump water to that reservoir, which expands their possibilities," explained researcher Maaike Van de Loo, who authored the study along with researchers Rafael González Perea, Emilio Camacho Poyato, and Juan Antonio Rodríguez Díaz, all members of the Hydraulics and Irrigation group in the Department of Agronomy (DAUCO).

This study, published in the Journal of Cleaner Production, was conducted as part of the HY4RES project, co-funded by the EU's Interreg Atlantic Area program, which aims to develop hybrid solutions for renewable energy systems. It presents four different scenarios for this irrigation community based on their use of solar energy. To do so, it analyzes real data from the period from 2021 to 2024, a timeframe marked by variability in terms of economics, water availability, and irrigation demand, allowing the study to be conducted applying "realistic" conditions.

Four scenarios with varying margins

The first scenario involves using only conventional energy, with profitability tied to electricity market prices and their hourly fluctuations. The second scenario proposes the addition of a photovoltaic plant that generates energy exclusively for the irrigation community's use, without the option of selling any surplus energy produced. In this case, the availability of energy only during the day would dictate irrigation schedules and make it necessary to maintain the conventional energy supply. The third scenario includes the option of selling the surplus energy not used for irrigation, which would provide an immediate benefit to the irrigation community, allowing it to reduce or offset costs.

While the second scenario reduces conventional energy use by up to 70%, the opportunity to generate extra income by selling surplus energy multiplies the benefits of investing in the photovoltaic plant. However, it is the fourth scenario presented in this study that optimizes solar energy use the most, by combining it with another type of clean energy; in this case, the large water reservoir used for gravity-based irrigation solves another major challenge in clean energy production: its storage for on-demand use. The water pumped from the river to the elevated reservoir acts as a potential battery, capable of generating hydraulic energy through the force of motion created by a turbine. The result is a hybrid circular circuit that wouldtake irrigators one step closer to the energy sovereignty they desire by providing autonomy, stability, and flexibility, while also offering a cleaner and more efficient system.

Van de Loo explains, "In previous studies on solar energy use by irrigation communities, we saw that the challenge was to match energy availability with irrigation needs." The hybrid solution proposed in this study is projected as "the most resilient system" because, with its ability to store potential energy, the sector can overcome the constraints that still keep it from achieving energy sovereignty, whether those are electricity prices or sunlight hours.

 

Safer metal recycling for the battery industry

Peer-Reviewed Publication

Chalmers University of Technology

Mark Foreman 

image: 

Mark Foreman, Associate Professor, Division of Energy and Materials,Department of Chemistry and Chemical Engineering, Chalmers University of Technology, Sweden

view more 

Credit: Chalmers University of Technology

The metals used in batteries are a valuable, finite resource that are not readily available in Europe. There is therefore a huge desire to recycle as much as possible. Researchers at Chalmers University of Technology in Sweden have come up with a new way of recycling the metals found in rechargeable batteries, with less harmful effects for people and the environment, whilst maintaining the same level of efficiency. Their study investigates how fossil-based chemicals used in metal recovery can be replaced with alternatives produced from renewable biomass.

A rise in global energy consumption and the need to use more sustainable energy systems wherever possible is driving an increasing demand for energy storage systems, such as batteries. At the same time, the need to recover and recycle the metals used in batteries – including copper, cobalt, lithium and manganese – is also increasing. These materials are essential for the green transition, and several of them are included in the EU Critical raw materials act.

Critical raw materials are “raw materials of high economic importance for the EU, with a high risk of supply disruption due to the concentration of their sources and the lack of any good, affordable substitutes”. For example, China supplies 100 per cent of the EU’s demand for heavy rare earth elements. The EU is working to diversify and secure its supply of critical raw materials, and recycling is playing a key role.

Batteries require high degree of purity

To make metal recovery both efficient and economically viable, metals must be separated and purified before they can be reused. The production of batteries and other high-value products often requires metals of a high degree of purity.

In some cases, using higher-purity raw materials can lead to the exclusion of less favorable materials (for both the environment and human safety), such as mercury. For example, in the past, the shelf life of non-rechargeable batteries was extended by adding mercury to the zinc electrode. However, with higher-purity zinc, it is possible to produce an equally stable battery that is free from mercury.

“If we do not separate and purify materials during recycling, their quality will gradually deteriorate. Ultimately, we risk ending up with materials that can no longer be used in advanced applications, and the whole purpose of recycling is lost,” says Mark Foreman, Associate Professor at the Department of Chemistry and Chemical Engineering at Chalmers.

Alternatives for existing production lines

Solvent extraction is a widely used method (read more below) for separating and purifying metals in battery recycling, as well as in mining, the nuclear industry and in other industrial sectors. Today, the diluents used in these processes are typically produced from fossil-based feedstocks.

“In our study, we wanted to demonstrate that renewable biomass, for example, by-products from the forestry industry, can be used to produce alternative diluents. In this case, we investigated two aromatic compounds that could also be used directly in existing industrial production lines,” says Daniel Keywan Hoffmann, PhD student at Chalmers and first author of the study.

The study shows that the aromatic compounds perform just as well as conventional commercial alternatives in the extraction of several important metals. Furthermore, they could be implemented directly in existing industrial production lines.

“It is expensive for industry to rebuild factories or invest in entirely new infrastructure to improve sustainability. If the existing processes and equipment can be used while simply switching to a significantly safer chemical, the barrier to change becomes much lower and far less expensive,” says Daniel Keywan Hoffmann.

The aromatic compounds are safer to handle

Large-scale metal recovery operations use substantial quantities of diluents, which often need to be handled by people, so safety considerations are of particular importance. The researchers found that the two aromatic compounds used in the study have higher flash points and lower volatility than several commercially used alternatives. This means a lower risk of fire and reduced exposure to hazardous substances for workers in recycling facilities.

Some commercial chemicals used frequently for these processes today are particularly potentially harmful, since they form a group of neurotoxins when they degrade. These neurotoxins can have harmful effects in the brain and nervous system of humans and animals, and many conventional diluents are converted into these in the body.  The new aromatic compounds which have been tested in this study cannot form these neurotoxins when they degrade.

“If we can achieve the same performance as current processes while reducing risks to people and the environment, that represents a significant benefit for everyone,” says Mark Foreman.

Aim to inspire industry

The researchers emphasise that manufacturing processes would need to be optimised, and the availability of renewable feedstocks increased, to make the approach cost-effective.

“We hope our work can inspire industry to think differently. Sustainable alternatives do not necessarily require starting from scratch. In many cases, replacing certain chemicals may be enough,” says Daniel Keywan Hoffmann.

 

 

More about the study:

  • Read the study in RSC Sustainability: Safer aromatic process diluents for solvent extraction of critical metals from spent batteries
  • Liquid–liquid extraction, also known as solvent extraction, uses an organic phase consisting of:
    a) A complex-forming molecule (extractant) that binds the metal to be extracted.
    b) A diluent in which the extractant is dissolved, such as kerosene.
  • The primary role of the diluent is to dissolve the extractant and create a usable organic phase, as extractants cannot generally be used on their own.