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How a South African Hospital Team Pioneered the World’s First AI-Powered Cancer Treatment Revolution

Digital Healing: How Bloemfontein Became Ground Zero for the AI Cancer Treatment Revolution

Joe Jacob

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Illustrative image for representative purpose/EdPublica

The University of the Free State (UFS), South Africa, and Universitas Academic Hospital have achieved a global healthcare milestone by becoming the first clinical site worldwide to successfully integrate artificial intelligence into cancer treatment planning, marking a transformative advancement in oncology care, according to a statement issued by UFS.

AI implementation

The Departments of Medical Physics and Oncology at UFS, in partnership with Universitas Academic Hospital, have implemented the Radiation Planning Assistant (RPA), a sophisticated web-based AI platform developed by MD Anderson Cancer Center in Houston, Texas. This pioneering initiative has already treated nearly 50 patients, positioning the Bloemfontein-based teams as global leaders in the clinical application of AI in radiotherapy.

Under the leadership of Dr. William Shaw, Senior Lecturer and Deputy Manager in the Department of Medical Physics, the institution has built a robust academic partnership with Professor Laurence Court and his team at MD Anderson Cancer Center—a collaboration that is now yielding remarkable real-world results.

“The introduction and clinical integration of the RPA at the UFS and Universitas Hospital represents a major advancement for oncology services—both regionally and nationally,” Dr. Shaw explained. “It signifies the transition from research collaboration to real-world application, where artificial intelligence is being used to improve access to safe, high-quality cancer care.”

Revolutionizing treatment planning

The RPA technology addresses one of the most time-consuming aspects of cancer care: creating patient-specific radiation treatment plans. The cloud-based platform automates critical components of the treatment planning process, enabling consistent production of high-quality radiotherapy plans while reducing demands on specialized clinical staff.

Dr. Shaw described the streamlined process: “The process begins with the acquisition of a planning CT scan, which serves as the sole imaging input to the RPA. Once the CT dataset has been captured, it is uploaded to the RPA platform via a secure web interface.”

The system uses advanced machine learning algorithms to automatically identify and delineate both tumour volumes and critical normal tissues. Following the completion of the contouring process, the platform automatically generates a comprehensive radiotherapy treatment plan.

Expanding treatment applications

Initially implemented for cervix cancer treatment—representing the largest proportion of radiotherapy patients at the institution—the RPA has since expanded to encompass breast cancer, head and neck cancers, and primary brain tumors. With ongoing institutional support, the system shows significant promise for broader application across nearly all major tumor types treated with external beam radiotherapy.

Professor Vasu Reddy, Deputy Vice-Chancellor for Research and Internationalisation at UFS, praised the achievement: “We extend our congratulations to our colleagues for their exemplary collaborative achievements. Your pioneering work represents the transformative power of multidisciplinary research in advancing medical science and improving patient outcomes.”

Immediate patient benefits

The technology delivers immediate, meaningful improvements for cancer patients by enabling faster access to well-constructed, evidence-based treatment plans reviewed and refined by experts. This translates to more timely care, fewer unplanned treatment interruptions, and improved protection of normal tissues, resulting in fewer side effects and better overall outcomes.

“Our aim is to use artificial intelligence not as a shortcut, but as a tool to standardize, scale, and improve cancer care in places where the need is greatest,” Dr. Shaw emphasized. “The RPA enhances the quality, consistency, and timeliness of cancer treatment in radiotherapy settings—particularly in environments where clinical capacity is limited.”

International expansion

The success in Bloemfontein serves as a model for broader health system innovation, providing a foundation for the safe, phased rollout of similar systems in other provinces. Professor Court has already extended access to the RPA to other radiotherapy centers in South Africa, with expansion to additional countries planned for the near future.

The Department of Oncology, led by Professor Alicia Sherriff, has joined the initiative as an active clinical partner, establishing a multi-disciplinary collaboration that lays the foundation for further research and innovation at the intersection of medical physics, oncology, and data science.

Advanced treatment techniques

Beyond external beam radiotherapy, the UFS and Universitas teams are advancing the use of interstitial brachytherapy for cervix cancer. While not the first globally to implement this specialized technique, the Bloemfontein team ranks among the earliest adopters on the African continent, helping expand access to this advanced modality where it’s most needed.

Future vision

This work received support from the Nuclear Technologies in Medicine and the Biosciences Initiative (NTeMBI), a national technology platform developed and managed by the South African Nuclear Energy Corporation (Necsa) and funded by the Technology Innovation Agency (TIA).

Dr. Shaw’s team has played a central role in developing safe, reliable clinical processes to integrate AI tools like the RPA into daily practice, ensuring that automation enhances rather than replaces professional expertise.

Professor Reddy outlined the broader vision, “The future we are heading towards is one where human innovation and digital technologies work together to elevate the standard of care, rather than replace humanity in medicine. It is encouraging to see how our colleagues are internationalizing our footprint, together with machine precision to enhance detection, personalize treatment and, perhaps importantly, empowering clinicians with data-driven insights for patient care.”

This innovation represents a significant step forward for cancer care in South Africa and demonstrates how international partnerships can bring cutting-edge technologies to healthcare frontlines, making them work effectively in real clinics for real patients. As cancer incidence rises across low- and middle-income countries, the leadership shown by the UFS and Universitas teams offers a compelling model for how academic medical centers can respond with agility, scientific rigor, and global solidarity.

Edited by Chris Jose

Health

Puberty, Pregnancy and Menopause Reshape the Female Brain Differently, Study Finds

A new study examines how puberty, pregnancy and menopause are associated with distinct patterns of structural changes in the female brain, highlighting the need for more research into women’s brain health across the lifespan.

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A young woman with natural curly hair resting her chin on her hand and looking thoughtfully to the side.
A woman looks thoughtful in a portrait used to illustrate research into brain changes across puberty, pregnancy and menopause.Image credit:Pexels

A study comparing brain scans across three major hormonal transitions finds shared patterns of structural change during puberty and pregnancy, while menopause follows a distinct trajectory.

The female brain undergoes different patterns of structural change during puberty, pregnancy and menopause, according to a study published in Nature Communications, highlighting how hormonal transitions may influence brain development and ageing across a woman’s life.

The research compared longitudinal brain imaging data from 1,095 participants. Researchers applied consistent analytical methods across three groups to investigate whether the hormonal transitions trigger similar or distinct changes in grey matter, the brain tissue involved in information processing.

The findings show that girls transitioning through menarche — the first menstrual period — and women going through pregnancy experienced widespread reductions in cortical grey matter volume. However, the patterns differed across brain regions. Women transitioning through menopause, meanwhile, showed no significant reduction in total or cortical grey matter volume during the study period, although women in the stable premenopausal and postmenopausal comparison groups showed declines.

The results suggest that these major hormonal transitions are associated with distinct patterns of brain remodelling rather than a single process affecting the female brain throughout reproductive life.

Puberty and pregnancy share some changes

The research team examined three cohorts: 142 participants in the puberty group, 110 in the pregnancy group and 843 in the menopause group. The researchers compared participants undergoing each transition with control groups to distinguish transition-related changes from ordinary developmental and age-related trajectories.

In the puberty cohort, 34 girls were assessed before and after menarche. Their brain scans showed significant monthly reductions in total and cortical grey matter volume, a pattern not observed in the stable premenarchal and postmenarchal comparison groups.

Similar changes appeared in women who became mothers. Both first-time and second-time mothers showed significant reductions in total and cortical grey matter volume compared with women who had not given birth. The study estimated monthly reductions of approximately 0.12% in total grey matter volume among first-time mothers and 0.11% among second-time mothers.

puberty
pregnancy
menopause

MRI Brain scans.Representational image.Image credit:Pexels

Despite these similarities, the researchers found that puberty generally involved greater cortical volume reductions than pregnancy. Their regional analysis covered 74 cortical regions and identified both shared and divergent patterns of change.

In 34 regions, the changes associated with puberty and pregnancy did not differ significantly from each other, while both showed greater reductions than the menopausal transition. These areas were concentrated in the prefrontal, parietal and temporal association cortices, which are involved in higher-order functions.

Other regions, particularly those associated with sensorimotor processing, showed a stepwise pattern in which the decline was greatest during puberty, followed by pregnancy and then menopause.

The authors caution that structural changes should not automatically be interpreted as evidence of damage. The study examined brain volume rather than directly measuring cognitive ability or the functional consequences of these changes.

Menopause presents a different pattern

The findings for menopause differed from those for puberty and pregnancy. Women who transitioned from premenopause to postmenopause during the study showed no statistically significant reduction in total or cortical grey matter volume. In contrast, the stable premenopausal and postmenopausal groups showed significant declines over their respective observation periods.

The researchers suggest that this pattern may indicate an attenuation of age-related volume decline during the menopausal transition itself. However, they stress that this interpretation remains preliminary, and the absence of a significant reduction does not establish that the brain undergoes no changes during menopause.

The study also has limitations. The three cohorts were drawn from different datasets and scanned using different MRI systems. Hormone measurements were not available in a harmonised format across all groups, preventing the researchers from directly comparing hormone levels with brain changes throughout the lifespan. Menarche and menopause were also classified using self-reported information rather than detailed clinical staging.

The findings add to a field in which women’s brain health, particularly during reproductive transitions, remains comparatively understudied. The authors call for future research combining repeated brain scans with hormonal, reproductive, psychological and social data.

By examining puberty, pregnancy and menopause within a common analytical framework, the study provides a more detailed picture of how structural brain changes vary across these transitions. It also underscores the need to investigate each stage separately rather than treating the female brain as following one continuous pattern of hormonal change.

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Extreme Heat Threatens Pregnancies, Exposing Gaps in Climate Adaptation Plans

Extreme heat is emerging as a growing threat to pregnancy and childbirth. Research from India and an international survey highlight the risks to maternal and newborn health, underscoring the need for stronger healthcare protections and climate adaptation plans.

Jishnu P

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Close-up of a pregnant woman gently resting her hand on her abdomen.
Rising temperatures are increasing concerns about maternal and newborn health, highlighting the need to protect pregnant women from extreme heat.Image credit:Pexels

Evidence from Tamil Nadu and a new international survey shows how rising temperatures threaten maternal and newborn health, with outdoor workers and rural women facing particular risks.

Extreme heat is emerging as a growing threat to pregnancy and childbirth, but climate adaptation plans risk overlooking the women and newborns most vulnerable to its effects. New international survey findings, alongside research from Tamil Nadu, point to a widening public-health challenge as rising temperatures threaten maternal health and expose inequalities in access to safe healthcare.

At least 73% of maternal healthcare professionals surveyed across five countries reported an increase in heat-related cases or complications affecting pregnant women over the past five years, according to a survey commissioned by global charitable foundation Wellcome. Meanwhile, 76% reported an increase in heat-related complications affecting foetal or newborn health.

The findings were highlighted by Simon Stiell, executive secretary of the United Nations Framework Convention on Climate Change (UNFCCC), at an event organised by Wellcome during the Pre-COP ministerial meeting in Fiji on October 5, ahead of the COP31 climate conference in Türkiye in November.

“Rising temperatures mean rising danger in pregnancy,” Stiell said, pointing to links between extreme heat during pregnancy and premature birth, stillbirth, low birth weight and maternal complications.

The survey covered 1,000 maternal healthcare professionals working in Australia, Brazil, India, the United Kingdom and Zimbabwe. It found that 81% were concerned that extreme heat would increasingly threaten maternal, foetal and newborn health without further action. Nearly all respondents had cared for a pregnant woman or baby whose health they believed had been affected by extreme heat, while 92% wanted more training and resources to protect pregnant women.

The findings highlight a critical gap in climate preparedness: although heat-health warnings are becoming increasingly important, pregnancy and newborn care are not always adequately incorporated into plans for responding to extreme temperatures.

Evidence from India highlights unequal risks

Research from Tamil Nadu adds to the growing evidence that occupational heat exposure can have serious consequences for pregnancy.

A prospective cohort study published in BJOG: An International Journal of Obstetrics & Gynaecology examined 800 pregnant women engaged in moderate to heavy physical work in Tamil Nadu. Researchers found that 47.3% experienced high occupational heat exposure. Among heat-exposed women, 29.6% experienced moderate dehydration, while 17.4% recorded an increase in core body temperature.

The study found that women exposed to high occupational heat had 2.4 times the adjusted odds of miscarriage and 2.3 times the adjusted odds of an adverse pregnancy outcome. The latter included outcomes such as miscarriage, preterm birth, low birth weight and stillbirth.

extreme heat
maternal health
pregnancy

Children are attending school in temporary learning centres following the devastating floods in Nuwakot, Nepal, where climate change and glacial ice melt have played a significant factor.Image credit: UNICEF/Laxmi Prasad Ngakhusi

The researchers also found that high occupational heat exposure was associated with twice the adjusted odds of an adverse outcome at birth. Although the study establishes an association rather than proving that heat alone caused each outcome, it provides evidence of the risks faced by pregnant women working in hot conditions.

A separate observational cohort study involving 680 pregnant women across six Tamil Nadu districts examined differences between rural and urban populations. Researchers found that 55% of rural participants experienced heat exposure above the study’s permissible limit, compared with 45% of urban participants.

Rural women were also more likely to report heat-strain symptoms, including excessive thirst, fatigue, headaches and dizziness. After accounting for potential confounding factors, heat-exposed rural women had nearly twice the risk of adverse pregnancy outcomes and three times the risk of adverse birth outcomes compared with the study’s urban comparison group.

The study also found a fourfold higher risk of miscarriage among heat-exposed rural women during the first trimester compared with urban women. The researchers identified socioeconomic disadvantage, limited awareness of heat risks and reduced access to welfare facilities as factors that could contribute to rural women’s greater vulnerability.

Evidence from a separate study of 126,273 pregnancies recorded in India and Pakistan reinforces the concern. Researchers found that higher average maximum temperatures during the second trimester were associated with an increased risk of preterm birth. The relative risk was 1.05 for the study’s five-degree temperature contrast, indicating a 5% relative increase in risk—not a five-percentage-point increase in the absolute risk of premature birth.

Together, these studies suggest that heat exposure is not simply an environmental inconvenience during pregnancy. It can coincide with dehydration, physically demanding work and barriers to healthcare, creating risks that are unevenly distributed across communities.

From warnings to protection

Stiell warned that the effects of extreme heat are not shared equally. Pregnant women who work outdoors, live in poorly ventilated housing, travel long distances to clinics or depend on healthcare facilities without reliable electricity, water or cooling cannot be protected through public advice alone.

“Staying cool” is not a realistic option for families without access to cool spaces, he argued. Without targeted intervention, extreme heat could deepen existing inequalities in maternal healthcare, making a safe pregnancy increasingly dependent on income, geography and access to medical services.

Stiell outlined three priorities for governments: integrating pregnancy and newborn care into climate adaptation and heat-health planning; translating evidence into practical protection through healthcare-worker training, heat alerts and safer facilities; and improving data to identify where risks are growing and which interventions are effective.

For India, the findings have implications for heat-action plans, occupational safety and maternal healthcare. Measures could include heat-risk guidance during antenatal visits, better protection for pregnant outdoor workers, improved ventilation and cooling in maternity facilities, and reliable access to water and electricity during extreme heat.

The UN climate chief also called for adaptation-finance commitments agreed at COP30 in Belém, Brazil, to be delivered and for countries to work towards mobilising $1.3 trillion annually for developing countries.

Health is expected to remain a key priority in preparations for COP31, scheduled for November 9–20, 2026, in Türkiye’s Antalya province, under the Turkish presidency and with Australia leading negotiations.

The emerging evidence makes the policy challenge clear: protecting pregnant women and newborns must become part of climate resilience, rather than an afterthought. As temperatures rise, governments will need to assess climate action not only by emissions targets and financial commitments, but also by whether healthcare systems can protect people during pregnancy and give newborns a safe start to life.

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Centre Caps Trade Margins on Non-Scheduled Cancer Drugs at 30%

The Centre has approved a 30% trade-margin cap on non-scheduled cancer medicines, aiming to lower prices and reduce patients’ out-of-pocket treatment costs.

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Cancer medicine price regulation in India illustrated by assorted tablets and capsules on a purple background.
The Centre has approved a 30% cap on trade margins for non-scheduled cancer medicines, aiming to reduce prices and patients’ out-of-pocket treatment costs. Representational image. Image credit: SHVETS production/ Pexels

The Union government has approved a 30% cap on trade margins for non-scheduled cancer medicines, seeking to curb the mark-ups that inflate patients’ pharmacy bills. The Department of Pharmaceuticals estimates that the measure could reduce the maximum retail prices (MRPs) of affected drugs by up to 70% and save patients 2,500 crore rupees annually.

The cap will apply to branded and generic medicines, whether manufactured in India or imported, and whether patented or non-patented. An expert committee under the Directorate General of Health Services (DGHS) will identify the medicines covered. The National Pharmaceutical Pricing Authority (NPPA) will then issue the implementation notification.

The government’s estimates are projections. The extent of the price reductions will become clear after the covered medicines and revised prices are notified.

NPPA Finds Mark-ups of Upto 700%

An NPPA analysis found that trade mark-ups on non-scheduled anti-cancer medicines averaged around 170%, with some reaching 700%. Such margins can create a substantial gap between the price at which a medicine enters the distribution chain and the amount charged at the retail counter.

For patients who need costly medicines over multiple treatment cycles, even a modest reduction in the price of each purchase can ease recurring expenses. The effect is particularly relevant to households paying directly for medicines that are not fully covered by insurance or public health schemes.

The 30% limit is intended to restrict the margin added through the relevant stages of distribution and retail. It does not mean that every affected medicine will become 70% cheaper. The reduction will depend on the medicine’s existing price and trade margins.

How India Regulates Medicine Prices

India’s drug-pricing framework distinguishes between scheduled and non-scheduled formulations. The NPPA fixes ceiling prices for scheduled medicines under the Drugs (Prices Control) Order, 2013, with the National List of Essential Medicines (NLEM) forming the basis for coverage.

Chemotherapy drug vials, illustrating India's move to cap trade margins on non-scheduled cancer medicines to improve affordability.
Chemotherapy drugs in vials. India has capped trade margins on non-scheduled cancer medicines at 30% of their maximum retail price (MRP) to reduce treatment costs. Representational image. Image credit: Wikimedia Commons

Non-scheduled medicines generally do not have the same routine ceiling-price controls, although manufacturers are restricted from increasing their maximum retail prices by more than 10% over the preceding 12 months. The government can also intervene in the public interest under Paragraph 19 of the DPCO, 2013.

The new decision uses this intervention power to regulate trade margins across a wider range of non-scheduled cancer medicines. Rather than setting a single ceiling price for every drug in the category, it seeks to limit the margin added as medicines pass through the supply chain.

A precedent from 2019

In February 2019, the NPPA imposed a 30% trade-margin cap on 42 selected non-scheduled anti-cancer medicines. The intervention covered 526 brands and was estimated to save patients 984 crore rupees annually. The authority reported that the maximum retail prices of some brands fell by as much as 90%.

That exercise provides a precedent for using trade-margin regulation to lower medicine prices. The latest measure has a broader proposed scope, although its eventual reach will depend on the list finalised by the expert committee.

The earlier figures should not be treated as a forecast for the new intervention. The medicines covered, their existing margins and the price changes required will determine the savings achieved this time.

Production Must be Maintained

The government has said manufacturers will be required to maintain current production levels. The condition addresses a practical concern in price regulation: patients must continue to have access to prescribed medicines after the pricing rules change.

Implementation will require monitoring both prices and availability. A lower listed price offers little relief if a medicine becomes difficult to obtain or patients must turn to a more expensive alternative.

The DGHS expert committee must identify the medicines covered before the NPPA issues its implementation notification. Until then, patients and pharmacists cannot determine the precise price changes for individual products.

The projected 2,500-crore rupees annual saving will depend on the final list, the reductions achieved and how consistently the revised prices are reflected in sales. The cap addresses the retail cost of medicines; hospital charges, surgery, radiation, diagnostic tests and other treatment expenses fall outside this measure.

For patients managing cancer treatment over months or years, the relevant figure will be the revised price of each prescribed medicine, not the maximum reduction projected for the category as a whole.

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