TMU Targets Aortic Dissection Prevention

What if one of the most fatal cardiovascular emergencies could be stopped before it even begins?

A research team from Taipei Medical University (TMU) is redefining the future of cardiovascular care. In a breakthrough study published in the Journal of Nanobiotechnology, TMU researchers have introduced a new concept in cardiovascular medicine – “Biological Structural Intervention,” a pathology-tailored nanotherapy that targets the cellular roots of aortic weakening, shifting care from passive “watchful waiting” to a proactive prevention of aortic dissection (AD).

Ending the Era of “Watchful Waiting”

Aortic dissection is a life-threatening emergency where the inner layer of the aorta tears, often leading to rapid deterioration or sudden death. Currently, patients at risk are managed through hemodynamic control—lowering blood pressure to reduce stress on the wall. However, this “hemodynamic holding” does not address the underlying biological degradation, leaving many patients at risk of late-stage complications.

“Our goal was to move beyond simply managing pressure,” says Professor Chun-Che Shih, Vice Superintendent of TMU Wan-Fang Hospital. “We have developed a way to actively intervene in the biological structure of the aorta, reinforcing it at the cellular level before a rupture happens”.

The Innovation: A Biological Shield

The TMU team developed “triple-responsive” nanoparticles (MPCR NPs) that act as a precision biological shield. Rather than circulating broadly like traditional systemic drugs, these nanoparticles target Galectin-3 (Gal-3)—a protein that serves as a persistent “homing beacon” for inflammation and structural weakening.

Key features of this Biological Structural Intervention include:

  • Precision Targeting: The nanoparticles achieve a selective accumulation in diseased aortic tissue, ensuring therapeutic action is concentrated exactly where the wall is failing.
  • Triple-Responsive Activation: The therapy remains dormant until it senses the specific acidic pH, enzymatic activity, and oxidative stress found at the site of aortic damage.
  • Multimodal Repair: Once activated, the system releases a combination of Nitric Oxide (NO) and Resveratrol (RES) to stabilize vascular muscle cells, restore the protective vessel lining, and block the enzymatic destruction of the aortic wall.

aortic dissection

Transforming the Future of Cardiovascular Care

This research establishes a new paradigm: Active Prevention. By reinforcing the aorta’s structural integrity biologically, this technology bridges the dangerous clinical gap between daily blood pressure pills and invasive emergency surgery.

“This platform demonstrates how nanomedicine can move from simply delivering drugs to actively shaping the biological environment,” explains Professor Fwu-Long Mi. “It provides a scalable strategy for the preemptive treatment of complex vascular disorders”.

The findings mark a significant step toward a future where “precision prevention” replaces “emergency reaction,” potentially saving lives by ensuring the aorta never reaches a breaking point.

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Original Article:

Pathology-tailored nanotherapy via Galectin-3-targeted and triple-responsive nanoparticles enables multimodal therapy against aortic dissection

New Study Links High Heat to Meat Contaminants

As high-temperature cooking methods such as roasting, grilling, and frying become increasingly common in modern diets, food scientists are paying closer attention to heat-induced contaminants that may pose health risk. While glycidyl esters (GEs) and 3-monochloropropanediol esters (3-MCPDEs) have long been associated with refined edible oils, emerging research suggests these compounds may also form directly in meat during cooking. To better understand how cooking conditions affect contaminant formation, researchers from Taipei Medical University (TMU) and the University of California, Davis (UC Davis) conducted a pioneering study investigating the relationship between heating conditions, fat composition, and lipid oxidation in meat products.

A research team led by Associate Professor Wei-Ju Lee from the School of Food Safety, College of Nutrition at TMU, in collaboration with Professor Selina C. Wang of UC Davis, has published new findings on the formation of heat-induced contaminants in meat. Their study, “Effects of oven heating on the formation of glycidyl esters and 3-monochloropropanediol esters in various meats”, has been published in the international journal Food Chemistry.

Previous studies have shown that GEs and 3-MCPDE are commonly found in refined vegetable oils and processed foods containing such oils. These compounds are considered potential carcinogenic contaminants and are primarily formed during the high-temperature deodorization stage of edible oil refining. In recent years, researchers have also discovered that endogenous fats in foods may generate GEs and 3-MCPDEs during cooking and thermal processing. Meat products, in particular, have attracted growing attention; however, the mechanism underlying the formation of these contaminants and the factors influencing their production have remained unclear.

This study is the first to establish quantitative relationships among fat composition, lipid oxidation, and contaminant formation under different heating conditions using real meat products as research samples. By employing actual meat specimens, the study overcomes the limitations of previous studies that focused on vegetable oil models and fills gaps in the literature. The research examined four commonly consumed meats with varying fat contents (pork loin, pork belly, beef belly, and chicken thigh), which were heated in a high-temperature oven to evaluate the effects of different cooking temperatures (150–300°C) and durations (10–30 minutes) on the formation of GEs and 3-MCPDEs.

The results demonstrated that contaminant concentration increased with both heating temperature and cooking duration, reaching peak levels after heating at 300°C for 30 minutes. At the same time, the meat samples experienced substantial moisture loss. The researchers also found positive correlations between fat content, lipid oxidation indicators, and the concentrations of GEs and 3-MCPDEs. In high-fat meat products, the two contaminants were also highly correlated.

These findings confirm that fat content and lipid oxidation are key factors promoting GEs and 3-MCPDEs during the thermal processing of meat products. The study provides important scientific evidence for improving meat preparation safety and offers valuable insights for the development of safer cooking practices.

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TMU Identifies New Brain Target for Diabetes

Diabetes and obesity remain major global health challenges, and researchers are increasingly looking beyond peripheral organs such as the pancreas, liver, muscle, and adipose tissue to better understand how metabolic diseases develop and progress. The brain, particularly the hypothalamus, has emerged as a key regulatory center for energy balance, blood glucose control, and systemic metabolism. However, the neural mechanisms linking brain signaling to metabolic dysfunction are still not completely clear.

A recent study led by Assistant Professor Ya-Tin Lin at the Graduate Institute of Metabolism and Obesity Sciences, College of Nutrition, Taipei Medical University (TMU), provides new insight into this field. Her research identifies a hypothalamic neuropeptide pathway that may contribute to central insulin resistance and systemic metabolic imbalance, offering a new perspective on the relationship between the brain and metabolic disease.

Hypothalamic arcuate nucleus NPFFR2 signaling impairs central insulin sensitivity and exacerbates diabetes-related metabolic dysregulation in mice, suggesting that its activation exerts a negative modulatory effect on centrally mediated metabolic parameters.

With these research findings, Assistant Professor Lin received 2nd Prize in the 9th (2025) Professor Juei-Hsiung Tsai Excellent Research Award. The award-winning study, “Hypothalamic NPFFR2 attenuates central insulin signaling and its knockout diminishes metabolic dysfunction in mouse models of diabetes mellitus,” was published in the international journal Clinical Nutrition (2024 Impact factor 7.4; ranked in the top 7.1% in NUTRITION & DIETETICS).

The study focuses on neuropeptide FF (NPFF) and its receptor, neuropeptide FF receptor 2 (NPFFR2), in the hypothalamus. The findings show that this neuropeptide system plays an important role in regulating the sensitivity of neuronal insulin signaling pathways. When NPFFR2 is abnormally activated in the arcuate nucleus of the hypothalamus, central insulin signaling may be impaired, worsening insulin resistance in the diabetic brain and negatively affecting systemic glucose and lipid metabolism.

Using mouse models of diabetes, together with molecular, cellular, and physiological approaches, the research team demonstrated that deletion of NPFFR2 attenuated both central and peripheral metabolic dysfunction. These findings suggest that NPFFR2 may be a key factor in the progression of metabolic diseases such as diabetes and obesity.

The research also highlights the active role of the brain in metabolic regulation. Rather than merely passively receiving information about the body’s metabolic state, the brain serves as a central hub that helps coordinate energy balance and blood glucose control. Understanding how neural signals influence peripheral metabolism may therefore open new directions for the prevention and treatment of chronic metabolic disease.

Looking ahead, the NPFFR2 pathway may serve as a potential target for future drug development or nutritional intervention strategies. By improving central insulin resistance, such approaches could create new opportunities for managing diabetes, obesity, and related metabolic disorders.

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From Pharmacist to Global Biotech Leader

From a trained pharmacist to a former drug reviewer at the U.S. Food and Drug Administration (FDA), and ultimately a leader in innovative drug development, Jane Ching-Liu Jan has dedicated more than two decades to advancing Taiwan’s biotechnology industry on the global stage.

Jane Ching-Liu Jan, Distinguished Alumna of Taipei Medical University, Chairperson of PharmaEssentia

During her tenure at the FDA, Jane was directly involved in drug evaluation and regulatory review, gaining extensive insight into global regulatory standards and clinical assessment processes. This experience later became a critical foundation for establishing PharmaEssentia and shaping its international regulatory and research strategies.

One of the company’s most significant achievements was the U.S. FDA approval of Ropeginterferon alfa-2b, the world’s first long-acting interferon of its kind for the treatment of polycythemia vera (PV). This milestone not only marked a major breakthrough for the company, but also demonstrated Taiwan’s growing capabilities in innovative drug research and global regulatory advancement.

The journey of new drug development was not without challenges. Regulatory complexities, international arbitration, and market uncertainties tested both leadership and organizational resilience. Throughout these challenges, Jane and her team remained committed to scientific rigor, long-term value creation, and patient-centered innovation.

Today, her professional journey stands as a compelling example of how expertise, global perspective, and sustained commitment can enable Taiwan’s biotechnology sector to engage confidently with the international community and contribute meaningfully to global health innovation.

For more information, please refer to the original Mandarin article:

https://bookzone.cwgv.com.tw/article/34665

TMU Dean Nai-Wen Kuo Receives JHU Alumni Award

Dean Nai-Wen Kuo of the College of Management at Taipei Medical University (TMU) has been named a recipient of the 2025 Distinguished Alumni Award by Johns Hopkins University (JHU), recognising his contributions to healthcare leadership, public health, and international collaboration.

Distinguished Alumni

The honour, one of JHU’s highest alumni distinctions, was presented during the university’s 150th anniversary celebrations in Baltimore in October 2025. It recognises individuals whose work demonstrates sustained professional excellence, public service, and global impact.

Founded in 1876, Johns Hopkins University is widely regarded as the first modern research university in the United States and continues to rank among the world’s leading institutions. In the 2026 Times Higher Education World University Rankings, it is placed 16th globally.

A graduate of JHU’s public health doctoral programme, Dean Kuo has built a career that spans academic leadership, healthcare management, and international health cooperation. He previously served as Deputy Superintendent (Administration), Taipei Medical University Hospital, and Deputy CEO of the Taipei City Hospital Administration Center, where he led system-wide initiatives in quality improvement and financial management.

At TMU, he has played a key role in advancing international engagement. During his tenure as Dean of the Office of Global Engagement (2011–2016), he expanded the university’s global academic network and established a number of cross-border collaboration and exchange programmes. He later served as Dean of the College of Public Health, strengthening partnerships with leading institutions including JHU, Yale University, and the National University of Singapore, while contributing to national health policy and research initiatives.

His work also extends to broader public health and social impact efforts, including international collaborations on epidemic preparedness and tuberculosis control in Southeast Asia, as well as nationwide initiatives in Taiwan to improve healthcare accessibility.

Reflecting on the recognition, Dean Kuo described the award as deeply meaningful, noting that his experience at Johns Hopkins shaped his professional path and inspired his long-term commitment to improving health and advancing social justice.

The recognition underscores not only his individual achievements but also the longstanding academic and public health ties between TMU and Johns Hopkins University, highlighting TMU’s continued engagement in global health, education, and research collaboration.

Trust Shapes AI Use in Nutrition Education

Summary

A recent study led by researchers at Taipei Medical University(TMU) examines how trust affects AI use in nutrition education, particularly the actual use of AI chatbots among dietetic students. The findings suggest that students are more likely to integrate AI tools into their learning when they perceive them as reliable and useful, highlighting the importance of building digital literacy and critical thinking skills alongside technical training in healthcare education.

AI in Nutrition Education: Why Trust Matters for Future Dietitians

As artificial intelligence becomes increasingly embedded in healthcare, universities face a new challenge: preparing future professionals not only to use AI tools, but to use them wisely. For students in nutrition and dietetics, this means learning how to engage with AI chatbots and digital assistants that can provide dietary information, support clinical reasoning, and streamline learning tasks.

At Taipei Medical University, researchers set out to understand a key factor behind students’ willingness to adopt these technologies: trust. While AI tools such as chatbots are widely available, not all students choose to use them in their studies or future practice. Understanding what drives real-world adoption is crucial for designing effective digital health education.

Trust as a driver of AI adoption

The study explored how dietetic students perceive and use AI chatbots as virtual nutrition assistants. Rather than focusing only on whether students had access to AI tools, the research examined the psychological and behavioral factors that shape actual usage.

The results showed that trust plays a central role. Students who believed that AI tools were reliable and helpful were significantly more likely to incorporate them into their learning. In contrast, students who were uncertain about the accuracy or appropriateness of AI-generated information tended to use these tools less, even when they were readily available.

This finding suggests that simply introducing AI into classrooms is not enough. How students perceive these tools—and whether they feel confident evaluating AI-generated information—can strongly influence whether AI becomes a meaningful part of their learning process.

AI in nutrition education research at Taipei Medical UniversityStructural model showing key factors associated with students’ actual use of ChatGPT for learning and nutrition-related tasks.

Beyond technical skills: building critical digital literacy

The research highlights an important implication for medical and health professions education. Training future healthcare professionals to work with AI requires more than teaching them how to operate digital tools. Students must also develop the ability to critically assess AI outputs, understand limitations and potential biases, and integrate algorithmic suggestions with professional judgment.

In nutrition education, where advice can directly affect patient health, this balance is especially important. AI chatbots may offer rapid access to information, but students still need to evaluate whether recommendations are evidence-based and appropriate for individual patients.

Implications for AI-enabled healthcare education

As AI-supported systems become more common in hospitals and clinics, students who are comfortable working with digital tools—and who understand both their value and their limitations—will be better prepared for future practice. The study suggests that universities should place greater emphasis on fostering trust through transparent AI use, clear guidance on ethical and safe applications, and training that strengthens students’ confidence in navigating AI-supported environments.

By addressing both the technical and human dimensions of AI adoption, institutions like Taipei Medical University aim to cultivate healthcare professionals who can work alongside intelligent systems while maintaining professional responsibility and patient-centered care.

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Original Article: Trust Predicts Actual Use of AI Chatbot as a Virtual Nutrition Assistant Among Dietetic Students in Taiwan: A Path Analysis

Original Article: Trust Predicts Actual Use of AI Chatbot as a Virtual Nutrition Assistant Among Dietetic Students in Taiwan: A Path Analysis

TMU Partners with Top Global Business Schools

The Global Business Fast-Track program launched by Taipei Medical University’s College of Management creates new international study pathways for students.

Taipei Medical University (TMU) continues to expand its global academic partnerships as its College of Management establishes dual degree collaborations with three internationally recognized business schools: Johns Hopkins Carey Business School, the Gies College of Business at the University of Illinois Urbana-Champaign (UIUC), and the Paul Merage School of Business at the University of California, Irvine (UC Irvine).

All three institutions are ranked among the world’s top universities in the 2026 Times Higher Education World University Rankings, with Johns Hopkins University ranked 16th, UIUC 41st, and UC Irvine 97th. With these agreements, the TMU College of Management becomes the first and currently the only management school in Taiwan to hold dual degree partnerships with three business schools from universities ranked within the global top 100.

The initiative began in 2025, when TMU signed its first dual degree agreement with UIUC’s Gies College of Business, enabling bachelor’s–master’s and master’s–master’s study pathways. The university later expanded its international network through additional agreements with UC Irvine’s Paul Merage School of Business and Johns Hopkins Carey Business School, creating broader opportunities for international academic exchange.

According to Dean Nai-Wen Kuo of the TMU College of Management, the partnerships aim to connect TMU students with leading global business education while expanding international career opportunities. Many of the partner programs are designated STEM programs in the United States, allowing international graduates to remain in the country for up to three years of Optional Practical Training (OPT) after graduation.

The dual degree collaborations also provide TMU students with a dedicated fast-track admission pathway to partner schools. Because of the established institutional partnerships, applicants from TMU are reviewed through a streamlined process rather than competing within the general global applicant pool. In some cases, admission decisions may be issued in as little as two weeks after application submission.

Recruitment brochure for the 2026 dual degree program between UIUC Gies College of Business and the TMU College of Management.

In addition, partner institutions offer several application benefits for TMU students. GRE and GMAT requirements and application fees are waived, and some partner schools also waive recommendation letter requirements. Scholarships may also be offered based on applicants’ academic qualifications.

Because the agreements are established at the school-to-school level, TMU students may apply to multiple graduate programs within each partner business school. This arrangement provides students with greater flexibility to pursue different areas of specialization and expands opportunities for interdisciplinary study.

Dean Kuo noted that global partners recognize TMU’s strengths in areas such as innovation and entrepreneurship, healthcare data analytics, research capacity, and smart healthcare management. By building partnerships with leading international business schools, TMU aims to provide students with broader interdisciplinary learning opportunities and stronger global career prospects.

Dean Ian Williamson of the UC Irvine Paul Merage School of Business and Dean Nai-Wen Kuo of the TMU College of Management at Taipei Medical University Hospital.

TMU builds sustainability into healthcare

Left: Executive Vice President Jan-Show Chu continues to lead TMU’s sustainability vision. She also led 40 senior administrators to obtain certification as Climate and Health Managers. Right: Ling-Chu Chien, Chief Sustainability Officer of Taipei Medical University.

According to Ling-Chu Chien, the university’s Chief Sustainability Officer, sustainability is embedded across the institution’s governance, education and clinical systems.

“TMU does not treat sustainability as a peripheral or short-term initiative,” Chien says. “Instead, sustainability is positioned as a core guiding principle, shaping institutional governance, medical education and clinical operations.

TMU has been a leading medical institution in Taiwan for more than 60 years. It has more than 6,600 students enrolled in its 11 colleges, with seven affiliated hospitals and institutions. The university is careful to ensure that all of its institutions take a coherent approach to sustainability in their operations, curricula and leadership. “By aligning governance structures and resource allocation across the university and its affiliated hospitals and institutions, TMU ensures that sustainability strategies are implemented consistently across academic units, administrative systems and clinical settings,” she says.

TMU also ensures that its initiatives are benchmarked against international best practices and mechanisms published by the International Organization for Standardization. These standards guide its greenhouse gas inventory verification, energy management systems and circular economy programmes.

The university has established a comprehensive sustainability governance framework, which includes a dedicated Office of Sustainability Development, a university sustainability committee and designated sustainability personnel and monitoring mechanisms within each college and administrative unit. “This structure ensures that sustainability considerations are substantively integrated into curriculum design, research planning, infrastructure investment and daily operational management,” Chien says.

However, education remains the main driver of TMU’s sustainability transformation, Chien says. In 2024, it offered more than 1,900 sustainability-related courses that covered the United Nations Sustainable Development Goals. “Through issue-based learning, interdisciplinary curricula, microcredential programmes and MOOCs, TMU cultivates students’ systems thinking and practical problem-solving capability,” she says. 

The university is also raising sustainability awareness and skills among senior administrators and academic leaders, with more than 230 executives completing formal sustainability leadership training.

At the same time, the university is addressing disparities in healthcare access. Its outreach medical teams, social responsibility initiatives and student service programmes focus on underserved and rural communities. In 2023, 22 student service teams and 950 participants were involved in medical services, health promotion and preventative care.

TMU’s success in sustainability relies on extensive collaboration with other partners, Chien says. “By integrating resources from government, industry and international partners, TMU advances sustainability actions that are both systemic and scalable.”

At a government-level, the university collaborates with several ministries and the National Science and Technology Council, engaging in policy research, talent development and technology commercialisation. With industry, TMU has built a biomedical innovation ecosystem that integrates academic research, clinical environments and entrepreneurship. This ecosystem has supported the establishment of 28 start-up companies, with a combined capital of NTD 2.35 billion (£55 million), she says. “These collaborations translate sustainable healthcare, health technologies and innovative applications into real-world solutions, expanding the scale and impact of sustainability outcomes.”

Similarly, the university’s extensive international collaborations allow it to promote sustainable capacity building and health system resilience, among other issues. Looking to the future, the institution is leading by example to showcase its model for health-related sustainability. 

“By advancing smart, low-carbon healthcare and clinical practices, TMU seeks to develop a demonstrative sustainable healthcare system that can serve as a key reference for healthcare transformation in Asia,” Chein says. “TMU’s future role will extend beyond being a sustainable medical university to becoming a key Asian hub that integrates education, healthcare, technology and policy.”

For more information about TMU’s sustainability initiatives,

please visit the Office of Sustainability Development website: https://sdgs-en.tmu.edu.tw/

Study Finds Dietary AGEs Harm Gut Health

New research demonstrating the impact of dietary advanced glycation end products (AGEs) shows that excessive intake can disrupt lipid metabolism and alter gut microbiota composition, highlighting potential metabolic risk associated with obesity.

Prof. Wei-Lun Hung, School of Food Safety, College of Nutrition

The study, led by Associate Professor Wei-Lun Hung from Taipei Medical University (TMU)’s School of Food Safety, was supported by Taiwan’s National Science and Technology Council and published in Food Chemistry, an international journal with a 2024 impact factor of 9.8, ranking in the top 3.5% of the Nutrition & Dietetics category.

AGEs are widespread in everyday foods, particularly processed products. While previous studies have linked AGEs to oxidative stress, inflammation, and chronic diseases, the mechanisms by which dietary AGEs influence metabolism and gut ecology under obese conditions have remained unclear. TMU’s research provides new evidence that excessive dietary AGEs intake may have a direct and detrimental impact on metabolic health.

Using a high-fat diet–induced obesity mouse model, the research team investigated the physiological effects of different forms of AGEs. The findings revealed that additional dietary AGEs intake significantly interfered with lipid metabolic pathways and reshaped the composition of the gut microbiota and its metabolites. Mice receiving high-AGE diets gained more weight and exhibited elevated AGE accumulation in the liver. Metabolomic analysis showed widespread disturbances in metabolic profiles, particularly in lipid-related metabolites.

Gut microbiome analysis further revealed that AGEs substantially increased the abundance of Verrucomicrobiaceae and Erysipelotrichaceae, two bacterial families previously associated with metabolic disorders. At the same time, gut metabolite profiling demonstrated a marked rise in secondary bile acids, compounds known to influence lipid absorption and inflammation.

Integrated analyses demonstrated a positive correlation between shifts in gut microbiota composition, changes in bacterial metabolites, and disturptions in host lipid metabolism. These findings offer valuable insights into how dietary AGEs may elevate metabolic risks in individuals with obesity.

The study underscores the importance of nutritional strategies and food-processing improvements aimed at reducing AGE exposure. By clarifying the interactions between AGEs, metabolic regulations, and gut health, this research provides a scientific foundation for the development of future interventions to support improved metabolic outcomes.

Original Research Article:

Distinct effects of methylglyoxal-derived hydroimidazolone 1, Nε-carboxyethyllysine, and an advanced glycation end product-rich diet on lipid metabolism, gut microbiota, and secondary bile acids in high-fat diet-induced obese mice

Research Process Flowchart

TMU Develops Triage Tool for Older Riders

Summary

A nationwide study led by researchers at Taipei Medical University shows that early warning signs of life-threatening risk among older motorcycle and scooter riders can be identified at the crash scene, supporting faster, data-driven decisions by emergency medical services.

As populations age, older adults are increasingly involved in traffic crashes, particularly those riding motorcycles and scooters. In Taiwan, nearly half of traffic deaths among people aged 65 and above involve two-wheeled vehicles. Ensuring that these riders receive the right level of care at the right time has become a growing challenge for emergency systems.

For emergency medical services (EMS), early decisions—such as whether to transport a patient to a major trauma center—can strongly influence survival. Yet these decisions are often made at the roadside with limited information.

The challenge in emergency care

Assessing injury severity in older adults is particularly difficult. Because older adults are physiologically more fragile, they may appear stable immediately after a crash but deteriorate rapidly hours or days later. In this sense, serious injury in older riders can resemble a delayed alarm—everything may seem quiet at first, while the risk is already building beneath the surface.

“Older patients do not always show clear warning signs at first,” said Prof. Hon-Ping Ma, corresponding author of the study from Taipei Medical University. “This makes early triage decisions especially challenging for emergency teams.”

The solution: data analysis and a practical scoring system

To address this gap, the research team analyzed nationwide data by linking police-reported crash records, hospital admissions, and national death registry data in Taiwan. The study examined more than 120,000 crashes involving motorcycle and scooter riders aged 65 and above, alongside a hospital-based cohort of over 92,000 patients.

Unlike many previous studies, the analysis captured deaths occurring within 30 days of a crash, including victims who died before reaching hospital. The results identified consistent predictors of mortality, including head and neck injuries, advanced age, cardiovascular disease, diabetes, and behavioral factors such as helmet non-use, alcohol involvement, and unlicensed riding.

Application in real-world emergency response

By translating the analysis into a simple scoring system, the study offers a practical tool for frontline use. Because older adults can appear stable at first but decline rapidly, this approach allows EMS teams to make objective, data-driven decisions about which victims should be rushed to major trauma centers, even if injuries do not look immediately fatal.

“This tool is designed to support—not replace—clinical judgment,” Prof. Ma said. “It helps emergency responders recognize hidden risk early, when timely escalation of care can make a real difference.”

Looking ahead

By incorporating crash-scene information, this research provides a more complete view of mortality risk among older riders. As motorcycles and scooters remain an important mode of transport for older adults, integrating such prehospital screening tools into EMS protocols could strengthen trauma systems and help reduce preventable deaths.

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Original Reaserch Article: Early identification of high-risk older two-wheeler riders: A dual-sample approach for 30-day mortality prediction