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Clue launches initiative to close diagnosis gap for female health conditions

The project is supported by top researchers and aims to leverage Clue’s data for new insights

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Audrey Tsang, CEO of Clue

The period tracking app Clue has announced a new initiative to leverage its collective, anonymised health data to help close the diagnosis gap for the most common yet under-researched and underdiagnosed female health conditions.

With the new My Health Record feature within the Clue app, users will be able to input confirmed diagnoses for 21 different health conditions including endometriosis, polycystic ovary syndrome (PCOS), premenstrual dysphoric disorder (PMDD), uterine fibroids, bleeding disorders and anxiety disorders.

Clue is engaging with researchers from top institutions, such as the University of California, Berkeley, and the University of Exeter, and collaborating with the Menarche Menstruation Menopause and Mental Health (4M) consortium on the ways in which this unique dataset can be leveraged to help close the diagnosis gap in areas that have previously lacked large-scale data for research.

Launched in 2021, 4M facilitates collaborative interdisciplinary research into how menstruation and menopause interact with mental health.

Research projects planned for Clue’s Health Record data in 2024 include improving diagnostics for endometriosis and PMDD, exploring the impact of the menstrual cycle on ADHD, anxiety, and depression and shedding light on under-researched symptom patterns in early perimenopause.

“Together with our global user community, we are creating what will be the world’s largest data set that can match the menstrual and wider health symptom patterns of people with confirmed diagnoses with those who have the same patterns, but who don’t yet have a diagnosis,” said Audrey Tsang, Clue CEO.

“By working with top researchers from around the world to leverage this data, we believe we will be able to make significant progress to accelerate and improve diagnostics and support for people with these conditions.”

Gemma Sharp, associate professor in epidemiology in the School of Psychology at the University of Exeter, and founder and director of the 4M consortium, said: “I started the global 4M research consortium because I was astounded by the social stigma, lack of understanding and paucity of research in the field of women’s menstrual health, which is a big contributor to gender inequality. Half the world menstruates, and related health issues can have a major impact on quality of life, health and wellbeing.

 “Now, this new partnership between our global research consortium and Clue is a really exciting opportunity to conduct research at the intersection of two crucial areas: menstrual and mental health.

“This collaboration will allow us to gather and analyse data on a massive scale, enabling us to generate answers which will improve understanding of women’s health, and ultimately improve lives.”

Professor Kim Harley, associate professor at the University of California, Berkeley, said: “The impacts of perimenopause symptoms, including loss of sleep, hot flashes, mood and mental health changes, are coming to the fore as a major factor in economic and health equality.

“However, there is still a lot we don’t know about the very earliest stages of perimenopause, the frequency and severity of symptoms, and individual factors that increase symptoms. This is tied to the lack of real-time data on large populations of people experiencing this highly individual and often gradual process.

“Working with Clue and its new ‘perimenopause mode’ provides the opportunity to study and understand the perimenopausal process. Clue’s data is unique in that it covers poorly understood periods of people’s reproductive lives, including the transition from fertility to menopause, early onset menopause and the experiences of people at the beginning stages of this process before they would otherwise be clinically identified.

“Many people experience symptoms without understanding them as part of the perimenopause process and few people successfully receive clinical support for their symptoms. We hope that our research with Clue will help individual users understand more about this universal life stage.”

Currently, only one per cent of traditional biopharma R&D funding goes into female health conditions, despite women spending nearly twice as much on healthcare as men.

Conditions that disproportionately affect women, such as endometriosis, migraine and anxiety disorders, all attract much less funding relative to the disease burden, which considers the impact on the population in terms of quality of life, cost of care, and loss of productivity.

“What is politely called ‘the research gap’ is more of a research ‘canyon’ when it comes to female health, with the direct consequence that millions of women and people with cycles people are living with symptoms that could benefit from medical support, but too often it takes far too long for them to access that support and treatment,” explained Tsang, Clue CEO.

“We believe through this initiative we’ll be able to uncover insights and patterns that can be used to develop personalised insights to help people engage with their healthcare providers and accelerate the diagnosis process.”

She added: “We know data is power and agency when it comes to health and that it can play a critical role in making what is otherwise invisible, both visible and quantifiable.

“We’re excited to take the scale of Clue data and put it to work to specifically address the diagnosis gaps that cause so much frustration, confusion and pain. Having a diagnosis can mean validation, relief and most importantly, the opportunity to get the help and treatment one needs.”

To paint a picture of the current diagnosis gaps and delays for women and people with cycles:

  • In 72 per cent of cases, women will wait longer than men to get a diagnosis for the same health conditions.
  • One in 10 will have endometriosis, but only 40 per cent will be diagnosed, with seven to 12 years between the first onset of symptoms to the actual diagnosis.
  • 90 per cent of women with PMDD are undiagnosed, with an average delay of 20 years before it is correctly identified.
  • 70 per cent of women with PCOS are undiagnosed and for a third of those with the condition, it will take two years to diagnose. Almost half of people with this condition had to see more than three healthcare providers to get a diagnosis.
  • One in three women with perimenopausal symptoms go undiagnosed  and middle-aged women are more likely to have their symptoms brushed off as mental health related.

As a Germany-based company, Clue says it adheres to the world’s strictest data privacy laws. Data tracked within the app, the company says, has long contributed to important scientific research helping to close the gender-data gap, to improve societal understanding of menstrual and reproductive health.

According to Clue, data is only used for research with the express consent of users – and research partners only work with anonymous data that cannot be traced back to any individual.

In a recent survey, 85 per cent of Clue users indicated that they wanted their anonymised data to be used for health research.

Cancer

The most measured cancer in women’s health still decides half its cases without the measurement

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Breast cancer has more molecularly targeted options than any other tumour in women’s health. The evidence now shows that the limiting factor is no longer the drug, and no longer the science. It is the test – and the decision it is supposed to inform.

By Wolfgang Hackl, MD, OncoGenomX

A paradox worth sitting with

Hormone-receptor-positive, HER2-negative breast cancer is roughly 70 percent of female breast cancer, according to the National Cancer Institute’s SEER programme, and it has more approved biomarker-directed treatment options than any other subtype.

Yet in a 12,377-patient real-world cohort followed to March 2025 and reported at the San Antonio Breast Cancer Symposium, 51 per cent of women with ER-positive, HER2-negative metastatic disease had never once been tested for an ESR1 mutation – the marker that both ASCO and ESMO say to look for at progression.

That is not a science gap. It is an infrastructure gap, and it lands on women.

Breast cancer was the first solid tumour to be managed molecularly, and HER2, germline BRCA, PIK3CA, AKT1, PTEN, ESR1 and HER2-low expression have each since been added as a gate to a specific class of drug.

By any reasonable measure this is the best-equipped disease in women’s health. The delivery data tell a different story.

In an 8,049-patient analysis presented at ASCO, only 37 per cent of women received any next-generation sequencing between 2017 and 2021, and 92 to 93 per cent of that sequencing happened only after first-line therapy had already been chosen.

Community practice has improved – testing before second line rose from 9 per cent in 2018 to 69 per cent in 2024 – but in data through January 2025, nearly one-third of women still entered a second line untested, and the share of PIK3CA-mutant patients actually receiving a matched targeted therapy fell from 32 to 27 per cent in second line over the same period.

Testing is scaling. Converting a test into the right prescription is not.

Four ways the current test fails the woman in front of it

The first failure is timing.

A result arriving after the most valuable line of therapy has been committed cannot influence it – and on the ASCO figures above, that is the majority pattern, not an edge case.

The second is the specimen, and it is a structural double bind rather than a laboratory shortcoming.

SEER analysis shows bone is involved in 72.1 per cent of hormone-receptor-positive, HER2-negative disease at first metastatic presentation.

Bone is also the site where molecular testing fails hardest: in a PLOS ONE series of image-guided biopsies, 53.3 per cent of bone and 43.2 per cent of breast specimens were inadequate for sequencing; a 614-case series in the American Journal of Clinical Pathology traced 91 per cent of failures to insufficient DNA input; and routine strong-acid decalcification is known to degrade nucleic acids severely.

Blood does not rescue this. In a matched comparison of 5,780 tissue and 1,670 liquid profiles, PTEN loss appeared in 4.1 per cent of tissue but 0.2 per cent of plasma. Both routes fail in overlapping populations of the same women.

The third is reproducibility, and it now sits directly on top of drug access. HER2-low and HER2-ultralow categories decide eligibility for an effective antibody-drug conjugate, and they sit exactly where pathologists agree least.

In a 2026 Korean Society of Pathologists consensus study, seven pathologists reading 15 whole-slide sets reached unanimity in 5 of 15 cases; a nine-site local-versus-central rescoring exercise produced HER2-ultralow concordance of 43.3 per cent.

The same holds at the oestrogen receptor 1 to 10 per cent boundary. Add that the French ESME national cohort found hormone receptor or HER2 status changing between primary tumour and metastasis in 27.0 per cent of cases, and a quarter of women carry an unresolved biological conflict that is arbitrated case by case, invisibly, without an audit trail.

The fourth is conceptual, and it is the deepest.

Presence of a mutation is used as a proxy for activity of the pathway it sits in. In the pooled SAFIR02-BREAST analysis published in Nature Medicine, matched therapy on high-tier actionable targets produced an adjusted hazard ratio of 0.41, while matching beyond those tiers gave 1.15 – no benefit at all.

Precision is not binary. The quality of the match is itself the variable, and today’s report does not measure it.

The blind spot this readership should care about most

Invasive lobular carcinoma is 10 to 15 per cent of breast cancer and molecularly distinct: The Cancer Genome Atlas found CDH1 mutation in 63 per cent of lobular versus 2 per cent of ductal tumours, and a 2025 JAMA Network Open analysis showed PIK3CA and NF1 enrichment persisting in metastatic disease.

It is also under-measured, because lobular-enriched alterations are exactly the ones plasma detects worst, and under-studied: of 93 phase III and IV trial manuscripts reviewed in npj Breast Cancer, only 14.0 per cent documented lobular inclusion at all.

The outcome gap is measurable – in the 13,111-patient ESME database, lobular histology carried an overall survival hazard ratio of 1.17 in hormone-receptor-positive, HER2-negative disease.

A subtype that behaves differently, is measured worse, is studied less and does worse on the same treatment is not a rounding error. It is an unmet design requirement.

What the next generation of tests has to do

The failure chain above is specific enough to read as a specification. None of it requires a scientific breakthrough; all of it requires a different architecture.

  • Read mechanism, not only lesion – report whether the relevant biology is actually running, not only whether a licensed alteration is present. That distinction separated a hazard ratio of 0.41 from one of 1.15 in the same trial programme.
  • Treat pre-analytics as a design constraint, not a caveat. A test that needs ideal input will not reach the women who most need it. It has to work from archival material that already exists in every pathology department, and declare its limits rather than fail silently.
  • Condition interpretation on histology instead of averaging across it. Lobular and ductal disease must be allowed to yield different recommendations from the same molecular pattern.
  • Resolve the ambiguous zones by declared rule, not private judgement. Rules of precedence stated in advance, applied identically to identical inputs, versioned and auditable – that is what converts an interpretation into an accountable act.
  • Settle the endpoint with regulators first. A progression-free survival hazard ratio of 0.45 on a molecular trigger recently drew a 6-to-3 vote against clinically meaningful benefit from the US Food and Drug Administration’s advisory committee, while European regulators adopted a positive opinion on the same data.

Why this is a women’s health equity question

Three arguments make this more than a laboratory debate. The first is geography.

In a survey of 118 Italian institutions, 88.1 per cent could obtain PIK3CA analysis but only 57.6 per cent on site, and 46.6 per cent held no molecular accreditation; an NHS genomic hub audit found identical assays succeeding at rates between 68 and 81 per cent across referring centres.

Where a woman is treated determines what is knowable about her tumour, which makes a test built to run on ordinary archival material an equity instrument before it is a technical one.

The second is money, and payers are widely misread here.

Testing is not the cost driver: in the only comparable payer modelling available, from Ontario and in a different tumour type, it represented 1.0 to 2.4 per cent of total two-year cost, while the Journal of Managed Care and Specialty Pharmacy put first-line CDK4/6 inhibition plus endocrine therapy at 62,229 US dollars per patient per year in a Medicare population.

A BMJ Medicine analysis found additional Medicare spending on accelerated-approval cancer indications between 2012 and 2022 of 20.1 billion US dollars, 59.2 per cent of it going to indications with no demonstrated overall survival benefit – and breast cancer was the largest single contributor at 7.4 billion.

Meanwhile US coverage policy still requires that tissue profiling be infeasible before plasma profiling is reimbursed: payers fund the expensive half of precision oncology while restricting the cheap half.

The third is the patient, and it should settle the matter.

In a 2,662-patient real-world series in Breast Cancer Research and Treatment, progression-free survival fell from 16.3 months in first line to 9.1 in second and 6.2 in third; only 54.8 per cent of women reached a second line, 28.5 per cent a third and 7.0 per cent a fifth, and the median patient received two lines in total. A mis-selected first or second line therefore does not cost one interval.

It consumes a large share of everything that woman will ever receive.

For developers the same logic runs in reverse: industry analysis of clinical development success rates associates patient preselection with a likelihood of approval from phase I of 15.9 per cent, against 7.6 per cent without it.

The biology is largely known. The drugs are largely approved.

The money is already being spent – and a meta-analysis of 193 studies and 283,110 patients finds that 13.9 per cent of women treated for early breast cancer still recur at a distant site, 23.3 per cent of those beyond ten years.

What is not yet built is the layer that decides.

For an industry that has learned to ask who benefits from innovation and who is left out of it, that layer is where the next decade of value in women’s cancer care will be created – or quietly forfeited.

AUTHOR BIOGRAPHY

Wolfgang Hackl, MD, is an oncologist and the founder, Chief Executive Officer and Chief Medical Officer of OncoGenomX, a molecular diagnostics company in Allschwil, Switzerland, working on treatment-selection support in hormone-dependent breast cancer.

He has led cancer research, development and translational medicine programs for over two decades, and currently runs multi-site clinical validation studies with US Department of Veterans Affairs medical centers.

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Hormonal health

Major UK study could be a ‘game-changer’ for heavy periods and endometriosis

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A UK study will build a menstrual fluid biobank to help women get faster, better treatment for heavy periods.

Thousands of participants will provide menstrual fluid samples over three cycles using specially designed period pads. They will also use a daily tracking app and complete detailed questionnaires.

Researchers from the Universities of Exeter and Bristol will work with participants from two UK birth cohort studies, Children of the 90s and Born in Bradford.

Professor Gemma Sharp, of the University of Exeter, said that the study is set to be a ‘real game-changer’ for menstrual health research.

Sharp said: “We know that menstrual health is a key indicator of overall health, but a lack of high-quality data means it remains poorly understood and under-supported in healthcare.

“We also know that heavy periods can affect many aspects of daily life – for example, our recent research revealed an association between heavy periods, school attendance and lower GCSE attainment – so we urgently need new ways to support the millions of women affected by heavy periods more promptly and effectively.”

The CycleTrack study aims to create the world’s largest menstrual fluid biobank for people in their mid-30s.

By combining these samples with long-term health and genetic data, researchers hope to identify biological signals linked to differences in periods and related conditions.

Researchers hope the findings could support earlier diagnosis, better care plans and tools to identify risks including iron deficiency.

The study is part of The Missed Vital Sign, a programme led by Wellcome Leap that contributes to a broader global effort to reduce the time it takes a woman to receive effective treatment for heavy menstrual bleeding from five years to five months.

Up to 50 per cent of women worldwide experience heavy periods, which can significantly affect physical, emotional and social wellbeing.

Researchers say the work could also improve understanding of menstrual health more broadly and help inform future school and workplace guidance.

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Fertility

One week left to apply: W Accelerate with Merck KGaA and M Ventures

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Applications close 2 September at 12pm BST for W Accelerate with Merck KGaA and M Ventures, a fast-track programme offering startups, scaleups and spinouts in reproductive and maternal health direct access to decision-makers at one of the world’s leading reproductive health companies.

With a single application, innovators connect with Merck KGaA’s partnership team and investment professionals from M Ventures, Merck’s corporate venture arm.

Selected companies will be notified on 11 September and invited to pitch at W Accelerate in London, at One Hundred Shoreditch, on 5 October.

During the event, they will receive a private 30-minute session with Merck and M Ventures leadership, small-group guidance from regulation and investment specialists, an “Ask Merck Anything” roundtable, and access to a VIP networking reception.

Applications are open to companies working on breakthrough solutions across reproductive and maternal health, including fertility, endometriosis, adenomyosis, ovarian health, preeclampsia and pregnancy comorbidities.

Applicants can choose one of three lanes,  depending on whether they’re seeking strategic collaboration, investment, or both: Partnership Lane, Investment Lane, or Dual Lane. Direct-to-consumer and over-the-counter products are outside the programme’s scope.

Thang Vo-Ta, CEO & co-founder of Calla Lily Clinical Care and participant of a previous edition of W Accelerate with Merck Healthcare and M Ventures, said: “The opportunity to pitch directly to senior leadership at Merck and M Ventures sparked conversations that became the foundation of relationships leading to our eventual strategic collaboration with Merck. I’ve yet to see another event run with this level of excellence.”

For more information, visit W Group’s website: wplatform.co

Applications close 2nd September 2026, 12pm BST

W Accelerate event: 5th October 2026 at One Hundred Shoreditch, London (travel and accommodation not provided)

Apply here

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