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News
‘New hope’ for millions whose dense breast tissue masks cancer on mammograms
A new software promises to detect breast cancer in women with dense breasts

A tool that uses AI to detect breast cancer could “offer new hope” for millions of women whose dense breast tissue masks cancer on mammograms.
The software, developed by the health tech company DeepLook Medical, is the first AI tool to tackle breast cancer in women with dense tissue.
The technology is based on a shape recognition algorithm that aims to improve early detection, assist clinicians in creating treatment plans and accelerate workflow.
Nearly half of women over the age of 40 are found to have dense breast tissue which makes them more likely to get breast cancer.
However, because both dense breast tissue and cancer show up as white in a mammogram, as many as 50 per cent of cancers in these women are missed on mammograms.
“More than 40 per cent of women have dense breasts, myself included,” says DeepLook Medical CEO, Marissa Fayer.
“However, this disproportionately affects Black, Asian and Jewish populations which means these women have a higher chance of getting cancer just because of their genetics. There’s no reason not to have a technology that could be used with existing tools to help these women.”
What is unique about the software, DeepLook Medical claims, is that it is able to “see through” dense breast tissue.
“It is a precise tool that helps radiologists navigate dense breast tissue and gives patients the confidence that even if they have dense breast tissue, we can see through it,” says Fayer.
“This is a technology that works for everyone. It’s not just for white women – it can be used everywhere. The exciting part about it is that it is integrated straight into the workflow of radiologists; it’s right there on their monitor.”
The tool is currently available in the US, with certifications in other global regions pending and planned.
Fayer says: “There’s nobody in the world who hasn’t been touched by cancer. Our hope is that if it happens to you, you can find it early.”
AI for all
Reading mammograms with the help of AI technologies has been shown to detect more cancers than the routine double reading by two different radiologists. However, in order for this to benefit all patients, the datasets used for creating these technologies should be curated with diversity and inclusion in mind.
STANDING Together, an international initiative that tackles bias in AI health datasets, found that many datasets in different disease areas, including breast cancer, were from high-income settings and did not report individuals’ attributes.
“Making sure you have the correct data set coming in and ensuring the technologies you are developing can be used on diverse sets are some of the biggest challenges in AI,” says Fayer.
“It’s a big push, but it’s something that we need to keep talking about and something that developers need to stand up for.”
Not ensuring diverse datasets, Fayer warns, could lead to disparities similar to the ones seen in clinical research.
“Historically, women have been underrepresented in clinical trials, which led to poor health outcomes and huge data gaps. That’s why we need to keep talking about diversity, especially when it comes to AI. There’s no reason to stop talking about it.”
Menopause
Third of women unaware of perimenopause mental health impact

A third of women surveyed did not know perimenopause could affect mental health, with many experiencing symptoms for months before recognising them.
The survey of 1,000 women found many had been caught off guard by mental health symptoms linked to perimenopause or menopause.
It was conducted by Dynata on behalf of LifeStance Health in June 2026 and included women born between 1960 and 1990 who had, or suspected they had, perimenopause or menopause.
Respondents described anxiety as somewhat or extremely severe in 66 per cent of cases and depression in 54 per cent, with many initially attributing the symptoms to a separate condition rather than a hormonal transition.
Stephanie Eken, chief medical officer at LifeStance Health, said: “Women’s mental health needs change across their life stages, and perimenopause and menopause are among the biggest transitions of all.
“Specialised, life-stage-specific care should be standard practice, and I believe the organisations that build care around this reality, rather than taking a one-size-fits-all approach, will define the next era of women’s health.”
Around 33 per cent of respondents said they did not know perimenopause could cause mental health symptoms.
Almost half, 49 per cent, were surprised that mental health symptoms linked to perimenopause or menopause could last for several years.
A further 22 per cent were surprised that perimenopause could begin shortly after childbirth.
The survey found 74 per cent experienced symptoms for six months or longer before suspecting perimenopause or menopause, while 27 per cent recognised the transition within six months.
Before recognising the symptoms as potentially linked to perimenopause or menopause, 49 per cent believed they were experiencing anxiety as a standalone condition and 39 per cent thought they had depression.
Around 36 per cent were surprised that symptoms linked to perimenopause or menopause could resemble a standalone mental health condition.
Among respondents who tried therapy for perimenopause or menopause-related symptoms, 83 per cent said it was helpful.
Around 82 per cent of those who tried medications such as antidepressants or oestrogen also found them helpful.
Nearly half, 47 per cent, said mental healthcare should be a standard part of perimenopause care, while 59 per cent said they would be more likely to seek mental healthcare if they knew it could meaningfully improve their symptoms.
Around 35 per cent said perimenopause or menopause had a slight to significant negative impact on their overall mental health, while 42 per cent reported a negative impact on mood.
However, 32 per cent reported no impact on their overall mental health and 22 per cent reported no impact on mood.
The survey points to women experiencing mental health symptoms for an extended period before connecting them to perimenopause or menopause, with many initially attributing anxiety or depression to an unrelated cause.
That delay may help explain why nearly half did not realise how long these symptoms can persist and why more than a third were surprised they could resemble a standalone mental health condition.
Despite the awareness gap, most respondents who sought treatment, whether therapy or medication, said it had been helpful.
Separate research published in 2023 estimated that menopause symptoms cost the US economy around US$1.8bn a year in lost work productivity.
The estimated cost rose to US$26.6bn when associated healthcare costs were included.
That research was based on more than 4,400 employed women aged 45 to 60, with its authors saying further studies in larger and more diverse populations were needed to confirm the findings.
Diagnosis
Glaucoma drugs could one day be used to treat breast cancer – study

Glaucoma drugs could potentially be repurposed to treat aggressive breast cancer after researchers identified markers linked to response.
Scientists found that several cancers, including breast cancer, melanoma and a type of blood cancer, rely on the same molecule to become aggressive and spread.
Drugs that block the molecule are already used to treat glaucoma and may therefore have potential as cancer treatments.
Researchers also identified markers that could help indicate which patients may respond well to the drugs.
Experts said the findings could help establish which patients may benefit from existing treatments.
Repurposing medicines already shown to be safe could also allow treatments to reach patients faster.
Lead author Victoria Sanz Moreno, professor of cancer cell and metastasis biology at The Institute of Cancer Research in London, said: “Some cancers are particularly aggressive, and once they spread they become very hard to treat.
“Catching these aggressive cancers and preventing their ability to move around the body is really crucial to our mission to keep more people living well with cancer.
“Our research has identified a shared weakness of aggressive cancer cells that could be targeted across many cancer types, wherever they originate in the body.
“We confirmed our findings in aggressive cancers such as breast cancer, melanoma, and a type of blood cancer called acute myeloid leukaemia, but we believe this molecular fingerprint of cancer cells likely to die after treatment applies to many more cancer types.
“It’s reassuring to know that a treatment already exists – a drug currently being used safely in some patients could be adapted to treat these cancers.”
Researchers set out to find markers that could identify which cancers would respond well to drugs blocking ROCK, also known as Rho kinase.
Aggressive cancer cells rely on ROCK as they spread around the body and cause advanced disease that is harder to treat.
The molecule keeps the scaffolding inside cells tense, causing them to contract and become round and generating enough force for cancer cells to squeeze through tissue.
The team, working in the Breast Cancer Now Toby Robins Research Centre at The Institute of Cancer Research, examined data from a drug-sensitivity database to identify which cancer cells responded to ROCK inhibitors.
Breast cancer cells that responded to ROCK inhibitors had a particular gene called E-Cadherin that was not working properly.
In melanoma, responsive cells tended to have a more rounded shape and high activity in a signalling pathway called NFKB.
Acute myeloid leukaemia cells that responded well to ROCK inhibitors had a specific subset of genetic alterations.
Researchers then tested the findings in laboratory tumour samples and mouse studies.
They hope tumour biopsies showing these markers could eventually help identify patients who may respond well to ROCK inhibitors.
Dr Simon Vincent, chief scientific officer at Breast Cancer Now, said: “With around 11,500 women tragically dying from breast cancer every year in the UK, research like this is vital to finding more effective treatment options.
“This study helps to lay the foundation for understanding who among those with certain cancers, including breast cancer, might benefit most from existing drugs. Finding new uses for existing treatments, which we know people can safely take, is easier and faster than developing new cancer drugs from scratch.
“It’s encouraging that these drugs may be especially effective in targeting cancer cells that are more likely to spread and resist treatment.
“While this research is still at an early stage and clinical trials are needed, it’s an important step towards more personalised breast cancer treatments in the future.”
First author Jaume Barcelo, formerly a postdoctoral research fellow at The Institute of Cancer Research in London and now based at Barts Cancer Institute at Queen Mary University of London, said: “Our study has identified a specific pattern of features that is consistent across many cancer types, and that can be used to match the right patients to this treatment.
“The next stage for this research will be to test how these drugs that inhibit ROCK work in combination with other treatments, to maximise the benefit for patients.
“As ROCK inhibitors are already approved to treat glaucoma, I hope that our findings can be used to progress the drugs into clinical trials to treat cancer in the near future.”
The research was funded by The Institute of Cancer Research, Breast Cancer Now, Barts Cancer Charity, Cancer Research UK, Worldwide Cancer Research and UK Research and Innovation.
Susanna Daniels, chief executive officer of Melanoma Focus, said: “Despite major advances in melanoma treatment over the past decade, too many people still die from the disease each year, and not every patient responds to the treatments currently available.
“Every new discovery improves our understanding of how melanoma grows and survives, bringing us closer to treatments that are more effective, more targeted and have the potential to improve survival.
“While these findings are still at an early stage and will need to be tested in clinical trials, they offer an encouraging direction for future melanoma research and the development of more personalised treatments.”
Diagnosis
Where women live may influence ovarian cancer survival, especially among Black women – study

Women living in socially vulnerable neighbourhoods had a 20 per cent higher risk of death after an ovarian cancer diagnosis, a study found.
Black women also faced a 45 per cent higher risk of death than white women.
Researchers said the combination of being Black and living in a highly vulnerable neighbourhood was linked to a greater risk of death than would be expected from either factor alone.
Francesmary Modugno, professor in the Department of Obstetrics, Gynecology and Reproductive Sciences at the University of Pittsburgh and senior author, said: “We expected residential context to influence outcomes, but what surprised us was how much stronger the impact was for Black women.
“Our findings suggest that it’s not simply where someone lives. The interaction between a woman’s lived experience and her residential environment may be helping drive these persistent disparities.”
Modugno is part of the Women’s Cancer Research Center, a collaboration between UPMC Hillman Cancer Center and Magee-Womens Research Institute.
Epithelial ovarian cancer is the deadliest form of gynaecological cancer, with around half of patients surviving for five years after diagnosis.
Survival is lower among Black women, with fewer than 40 per cent alive five years after diagnosis.
Differences including age at diagnosis, cancer stage and tumour type explain some of the survival gap, but researchers said a substantial proportion remains unexplained.
Researchers examined whether social determinants of health, including conditions in the communities where patients live, could help explain the remaining difference in outcomes.
The study, carried out with researchers at the University of Alabama at Birmingham, analysed data from 2,544 women diagnosed with epithelial ovarian cancer and treated at the O’Neal Comprehensive Cancer Center.
The group included 509 Black women and 2,035 white women.
Researchers linked patients’ residential census tracts to the US Centers for Disease Control and Prevention’s Social Vulnerability Index.
The index measures neighbourhood factors including poverty, housing conditions, transport access, educational attainment and other socioeconomic challenges.
Black women in the study were more likely to live in highly vulnerable neighbourhoods.
However, where women lived did not fully explain the racial difference in survival.
Black women had poorer survival than white women even when they lived in similarly advantaged communities, while being Black and living in a highly vulnerable neighbourhood together was associated with a greater risk of death than expected from either factor alone.
Researchers said the findings could help health systems and cancer services identify women at greater risk and provide additional support.
Possible measures include patient navigation programmes, transport assistance, childcare support and survivorship services to help patients complete treatment and manage the challenges of cancer care.
Rebecca Arend, associate professor of gynaecology oncology at the University of Alabama at Birmingham, said: “Our findings reinforce that we must better understand and address the barriers patients face in their communities and ensure that every woman has equitable access to high-quality care.”
Arend, who is also associate director of clinical research at the O’Neal Comprehensive Cancer Center, added: “Translating research into meaningful improvements in cancer outcomes is only possible through strong collaborations among academic medical centres, researchers and community partners.”
The study builds on research published in 2025 led by Modugno and University of Pittsburgh colleagues using data from UPMC Hillman Cancer Center in western Pennsylvania.
That research also found an association between social vulnerability and ovarian cancer survival.
The latest analysis included a substantially larger group of Black women and examined more closely how residential conditions might contribute to racial inequalities in outcomes.
Researchers said the findings need to be replicated in other parts of the US and among additional racial and ethnic groups to determine how widely they apply.
Future work will examine other social and environmental factors that could affect ovarian cancer survival, including neighbourhood pollution, access to food and community resources.
Researchers hope the findings could lead health systems to develop more targeted support for patients at greatest risk of poor outcomes.
Adding neighbourhood measures such as the Social Vulnerability Index to cancer care planning could help health systems identify women facing barriers to care and connect them with support during treatment.
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