News
Why gestational diabetes underdiagnosis is a women’s health crisis

By James Jackson, CEO at Digostics
Gestational diabetes (GDM) is one of the most under-recognised challenges in maternity care today.
Despite affecting around one in five pregnancies in the UK, GDM remains a blind spot in policy and practice, with devastating consequences for women and their children.
New research continues to expose the scale of the problem.
A recent NIHR-funded study published in Diabetic Medicine found that standard NHS testing methods miss over 50 per cent of cases.
Put simply: thousands of women each year go undiagnosed, untreated, and exposed to avoidable risks.
For a condition we know how to diagnose and manage, this represents a serious failure in women’s healthcare.
The human cost of missed diagnosis
When gestational diabetes is not picked up, the consequences are immediate and long-term.
During pregnancy, women face higher risks of preeclampsia, larger babies, emergency C-sections, and stillbirth. Babies are more likely to need neonatal intensive care due to breathing difficulties or low blood sugar.
The risks don’t end at birth.
Mothers who have had GDM are up to 50 per cent more likely to develop type 2 diabetes within 5–10 years. Their children also face an increased lifetime risk of obesity and diabetes.
These outcomes are not rare, nor are they inevitable. They are the product of a testing system that is not fit for purpose.
An unequal system
Current UK pathways rely on risk-factor–based screening rather than universal testing.

James Jackson
This already puts women at a disadvantage compared with countries such as Spain, Italy, and many others, where all pregnant women are routinely screened.
But even within this narrower approach, the NHS faces a further problem: in-clinic oral glucose tolerance tests (OGTTs), used to test for GDM, are prone to delays in blood sample processing, leading to false negatives.
Research shows that when samples are processed correctly diagnoses increase from 9 per cent to 22 per cent — more than double.
The burden of this diagnostic failure falls hardest on women from disadvantaged backgrounds.
Attending early-morning, hospital-based tests is more difficult for women juggling shift work, childcare, or long travel times.
Women from ethnic minority groups, who already face higher rates of maternal complications, are also more likely to be missed. In this way, testing failures are not just a clinical problem but a driver of health inequalities.
The case for innovation
This is where innovation can play a transformative role.
We have seen in other areas of healthcare — from remote monitoring to home blood pressure checks — how new approaches can increase accuracy, improve access, and reduce inequalities.
Gestational diabetes testing should be no different. Technologies such as at-home oral glucose tolerance tests (OGTTs) are designed to meet the same clinical standards as hospital testing, while overcoming the practical barriers of travel, fasting, and sample degradation.
By enabling women to test from home, results can be processed immediately and shared directly with care teams, reducing missed cases and ensuring timely diagnosis.
Early work with NHS Trusts has already shown that this model not only identifies more cases but also improves access for diverse patient groups, including those typically underserved.
From evidence to action
Despite clear data, progress has been slow. Part of the challenge is that more accurate testing uncovers more cases — and more cases mean more workload for already stretched maternity services.
But failing to diagnose does not make the problem go away; it only delays care and worsens outcomes.
In the long run, undiagnosed gestational diabetes costs the NHS more through emergency interventions, neonatal intensive care, later-life type 2 diabetes, and the ongoing workload and cost pressures this creates for primary care.
The evidence is clear. Now it must translate into policy. That means:
- Recognising underdiagnosis as a patient safety issue on par with other maternity scandals.
- Guaranteeing that all women offered testing receive accurate, reliable results, rather than being failed by flawed processes.
- Supporting innovation that improves accuracy and equity, whether in the clinic or at home.
- Embedding the patient voice in service design, especially from women in disadvantaged and minority communities most affected by current failures.
A call to prioritise women’s health
Gestational diabetes is not a niche concern; it is a mainstream women’s health issue with lifelong consequences.
Every undiagnosed case represents not just a missed number, but a mother at risk of preeclampsia or birth trauma, a baby at risk of intensive care, or a family facing preventable illness later in life.
As maternity services undergo yet another review, it is striking that the diagnostic gap in GDM remains so little discussed.
We cannot claim to be serious about women’s health while ignoring one of the most widespread and preventable sources of harm in pregnancy.
Innovation has a role to play — but innovation must be matched by policy will.
If we are to modernise maternity care, we must start by ensuring that every woman has access to accurate, timely, and equitable testing for gestational diabetes.
Because every mother deserves certainty. And every baby deserves the best start in life.
News
Congress urged to invest over $20bn to close women’s health gap

Congress is being urged to invest US$20bn over 10 years to close the women’s health gap.
The American College of Obstetricians and Gynecologists, the Society for Women’s Health Research and the Women First Research Coalition have unveiled the National Strategy to Close the Women’s Health Gap.
The framework calls for a coordinated national effort to improve women’s health research, care and outcomes.
It says women make up more than half of the US population, but their health needs across conditions and life stages have been understudied and underserved for decades.
Kathryn Schubert, president and chief executive of the Society for Women’s Health Research, said: “The women’s health gap has persisted for far too long.
“This strategy offers Congress a road map to improve health outcomes, drive innovation, and build a healthier future for women, families, and communities.”
The strategy notes that Congress required women to be included in National Institutes of Health-funded clinical research through the NIH Revitalization Act in 1993.
However, it says major gaps remain in women’s health research, clinical care and how evidence is put into practice.
The plan proposes US$7bn for research and innovation, including expanded federal investment in women’s health research across the NIH, VA, DoD and the Advanced Research Projects Agency for Health.
It would also establish a Women’s Health Research Interdisciplinary Fund at the NIH and create a national network of Women’s Health Centers of Excellence.
The centres would aim to accelerate the translation of research into clinical care and serve as training sites for researchers and clinicians.
A further US$1bn would be used for regulatory coordination and modernisation, including cross-agency collaboration and work to address sex differences in drug and treatment approvals.
Sex differences are biological differences between females and males that can affect disease risk, symptoms, treatment response and side-effects.
The funding would also support updated NIH tracking systems for women’s health research investment and publication standards on how sex as a biological variable is considered in research.
The strategy calls for US$4bn for data and evidence infrastructure, including a public-private partnership focused on women’s midlife health data.
It would also convene a public workshop to review existing women’s health research datasets and develop common data elements to fill gaps and make datasets more widely available.
Another US$7bn would go towards strengthening the clinical and research workforce.
This would include career pathways, loan repayment programmes, a women’s health clinical workforce loan repayment programme modelled on the National Health Service Corps and interdisciplinary training.
The workforce measures would include particular emphasis on rural and underserved areas.
The final US$1bn would support public awareness and education campaigns to improve health literacy, preventive care and participation in women’s health research.
Health literacy means a person’s ability to find, understand and use health information to make decisions about care.
The campaigns would use digital and traditional media developed in consultation with patient advocacy organisations and relevant medical societies.
Sandra E Brooks, chief executive of the American College of Obstetricians and Gynecologists, said: “Closing the women’s health gap requires not only funding research, but also investment in the people who conduct that research and those who translate research findings and discoveries into better patient care.
“Strengthening the women’s health research and clinical workforce is critical to accelerating the innovation needed to improve health outcomes for women.”
The strategy says women have higher annual out-of-pocket healthcare costs than men and live 25 per cent of their lives in poorer health.
Supporters say this strengthens the economic and public health case for long-term congressional investment.
The framework has been endorsed by organisations across women’s health, ageing, heart disease, autoimmune disease, cancer, reproductive medicine and neurological conditions, including the Women’s Alzheimer’s Movement at Cleveland Clinic, the National MS Society and UsAgainstAlzheimer’s.
Hormonal health
Stardust period tracker shares health data, study reveals
Stardust shared sensitive period tracking data with third-party analytics firms, according to new privacy research from Mozilla.
The findings expose a privacy divide in femtech, where users often trust apps with highly sensitive reproductive health information.
The research was carried out by Mozilla’s Privacy Not Included team, which tested several period tracking apps.
It found that Stardust, a period tracker used by millions, shared users’ reproductive health data with analytics companies, a practice the research said contrasted with its privacy-first marketing.
Analytics companies collect and examine information about how people use digital products, often to help businesses understand user behaviour or improve marketing.
The findings raise questions about whether privacy promises made by health apps match what happens to users’ data.
According to research reported by TechCrunch, one other period tracking app tested by Mozilla received what researchers called a “squeaky clean” rating, suggesting similar services can operate without sharing sensitive health data in the same way.
Period tracking apps have come under greater scrutiny in the US since the 2022 overturning of Roe v Wade, which removed federal constitutional protection for abortion.
Some users and privacy advocates have warned that menstrual and reproductive health data could potentially be sought in legal cases.
The research also points to a broader regulatory problem for consumer health apps.
In the US, many health apps are not covered by HIPAA, the health privacy law that applies to medical providers and some healthcare organisations.
That means some consumer apps may be able to collect, share or monetise sensitive health data under rules that differ from traditional healthcare privacy protections.
The femtech market, estimated in the report at US$50bn, has grown quickly, but privacy regulation has not always kept pace with app development.
Stardust had not publicly responded to Mozilla’s findings at the time of the original report, and its privacy policy remained live on its website.
The issue is particularly sensitive for period tracking because the data can reveal patterns around fertility, pregnancy, contraception and reproductive health.
Mozilla’s wider Privacy Not Included initiative has examined consumer technology products for privacy and security concerns since launching in 2017, including connected devices, children’s toys and health apps.
The findings come as US lawmakers continue to debate stronger federal privacy rules for sensitive health information collected by consumer apps.
The American Data Privacy and Protection Act, which has been stalled in Congress since 2023, includes provisions addressing sensitive health information collected by consumer apps.
Experts have also warned that anonymised health data can sometimes be re-identified when combined with other information, such as location data.
Re-identification means linking supposedly anonymous data back to a specific person.
A 2019 study found that menstrual cycle data combined with location information could identify individual users with high accuracy.
State-level privacy laws in places such as California, Virginia and Colorado have also given consumers new rights around personal data, although enforcement can vary.
Privacy advocates say the research underlines the need for clearer data practices, stronger safeguards and greater transparency in femtech.
For users, the findings are a reminder that health apps do not automatically protect health information in the same way as healthcare providers.
The report suggests period tracker companies that put privacy first may be better placed to build trust in a market where long-term use depends on confidence.
Mozilla’s investigation suggests privacy promises in femtech do not always match practice, and that period trackers can function without sharing sensitive user data in the same way.
News
Juno Bio secures US$3.8m for precision diagnostics

Juno Bio has secured US$3.8m to expand its diagnostics platform for vaginal health and reproductive care.
The funding round was led by Ada Ventures, with participation from Artesian, Entrepreneur First and Illumina Accelerator.
The women’s health startup said the seed funding will support the launch of its first CLIA-certified sequencing laboratory in Oakland, California, and a new clinical vaginal microbiome and STI test for healthcare providers.
CLIA certification refers to US laboratory standards for testing human samples used in diagnosis, prevention or treatment decisions.
Dr Leighton Turner, co-founder and chief scientific officer of Juno Bio, said: “The vaginal microbiome is still one of the least understood systems in the body at a clinical scale.
“With our lab, we’re starting to build a measurement standard that clinicians can actually use.
“We believe the level of detail from this kind of testing can meaningfully improve how vaginal healthcare is provided.”
The company is developing precision diagnostics for vaginal health, where patients can experience recurring symptoms, inconsistent diagnoses and treatments based on trial and error.
Juno Bio said bringing testing in-house gives it greater control over the process, from sample handling to results, while allowing it to refine its technology and build what it says is one of the largest datasets focused on the vaginal microbiome.
The vaginal microbiome is the community of bacteria and fungi that naturally live in the vagina. Changes in this balance can be linked to infections, symptoms and wider reproductive health issues.
Juno Bio’s newly launched clinical test examines the wider vaginal microbiome and screens for four common sexually transmitted infections, or STIs.
Rather than looking for a single cause, the test is intended to give clinicians a broader picture of what may be contributing to symptoms.
Juno Bio says this matters because multiple infections can occur at the same time and microbiome changes may be linked to fertility, menopause or recurrent infections.
Dr Anna Powell of Johns Hopkins said: “Vaginal microbiome testing has the potential to significantly reshape how we understand and manage vaginal health, particularly for patients with recurrent or unexplained symptoms.
“While the field is still evolving, advances in sequencing and data interpretation are moving us closer to a future where more personalised, microbiome-informed care can complement existing diagnostic approaches.”
Check Warner, co-founding partner at Ada Ventures, added: “Juno Bio is setting a new standard for how vaginal health is understood and managed.
“What they’ve built at this stage, with this level of capital efficiency, is exceptional.
“We’re proud to support the team as they scale their clinical infrastructure and continue leading innovation in this critically underserved category.”
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