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908 citation(s) found for "Wu, Wendy".

Omitting Bone Marrow Sampling in FDG-Avid Rhabdomyosarcoma With 2-[ 18 F]FDG PET-Negative Marrow: Results From an International Retrospective Study
Just, Marissa, Collins, Natalie B. , Crane, Jacquelyn, Harrison, Douglas, Affinita, Maria C., Allen-Rhoades, Wendy, Alessi, Alessandra , Asaftei, Sebastian Dorin , Freitag, Martin T. , Iftner, Jessica L., Khalatbari, Hedieh, Luettichau, Irene von , Mauz‐Körholz, Christine , Rovera, Guido , Sims, Justin, Voss, Stephan D. , Birz, Suzi , Sparber‐Sauer, Monika , Linardic, Corinne M. , Network, for the INSTRuCT Imaging/Pathology/Biology, Baldari, Giorgio , Borrego-Dorado, I., Baffa, Nicodemo, Caldarella, Carmelo , Degitz, Carmen , DiGianvittorio, Michael, Fischer, Alexandra, Fox, Josef J. , Fuso, Giuseppe Arturo, Hiemcke-Jiwa, Laura, Heinzel, Alexander , Jacob, Sebastian, Kleinwechter, Martha, Kröning, Pia, Lohrmann, Christian, Morani, Ajaykumar C. , Nadel, Helen, Parisi, Marguerite T. , Perruccio, Katia , Pugliano, Martina, Font, C. Ramos , Cuomo, Maria Rosaria, Saab, Raya, Schäfer, Jürgen, Schachtrup, Kristina, Sternberg, Michele, Uhl, Markus, Verberne, Hein J., Nadel, Helen , Saab, Raya , Mercolini, Federico , Shulkin, Barry L , Collins, Natalie B , Alessi, Alessandra , Asaftei, Sebastian D , Arnold, Michael A , Chen, Sonja , FitzGerald, Forrest , Freitag, Martin T , de Keizer, Bart , Mauz-Koerholz, Christine , Rossig, Claudia , Rovera, Guido , Rutkowski, Stefan , Voss, Stephan D , Birz, Suzi , Bisogno, Gianni , Ebinger, Martin , Merks, Johannes H M , Sparber-Sauer, Monika , Haller, Bernhard , Weiss, Aaron R , Linardic, Corinne M , Schoot, Reineke A , Hettmer, Simone , Nadel, Helen , Just, Marissa A. , Shulkin, Barry L. , Affinita, Maria Carmen , Allen‐Rhoades, Wendy , Chen, Sonja , Chiaravalli, Stefano , Khalatbari, Hedieh K. , Keizer, Bart de , Yoshimi, Ayami , Bisogno, Gianni , Ebinger, Martin , Weiss, Aaron R. , Cheesman, Edmund , DiGianvittorio, Michael, Fanti, Stefano , Hiemcke‐Jiwa, Laura S. , Ruffini, Livia , Scarlattei, Maura , Verberne, Hein J. , Zucchetta, Pietro

Journal of Clinical Oncology | August 24, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1200/jco-25-03080 | PMID 42636421 Get It

PURPOSE Detection of bone marrow disease has been a major component of rhabdomyosarcoma (RMS) staging with bilateral bone marrow aspirates/biopsies (BMAB) from the iliac crests considered the diagnostic gold standard. This study's goal was to determine if 2- 18 F-labeled fluorodeoxyglucose positron emission tomography/computed tomography ([ 18 F]FDG PET/CT) or PET/magnetic resonance imaging (MRI) may replace BMAB in RMS staging. METHODS Patients were recruited in Europe and North America. Medical records, FDG PET/CT or FDG PET/MRI (PET), and BMAB reports were collected retrospectively. Images were re-reviewed by nuclear medicine physicians at the patients' home institutions if PET reports indicated increased FDG uptake at bone/bone marrow sites or if tumor cells were detected in bone marrow samples. RESULTS PET imaging and BMAB were performed before chemotherapy and tumor resection in 301 patients with FDG-avid RMS. Bone marrow metastases were detected by PET and BMAB in 54, by PET only in 24, and by BMAB only in one of 301 patients with FDG-avid primary tumors. Absence of bone marrow metastases was confirmed by PET and BMAB in 222 of 301 patients. These observations translated into 98% sensitivity and 90% specificity for PET in detecting bone marrow metastases when BMAB was considered as gold standard. FDG-avid marrow disease was patchy (1-5 foci) in one third of cases. Patients with marrow disease indicated by PET and BMAB had more FDG-avid bone marrow foci, more metastatic sites, and lower survival than those with marrow disease indicated by PET only, suggesting more advanced disease stages. CONCLUSION Bone marrow sampling may be omitted in patients without evidence of FDG-avid bone marrow disease by PET. If there are FDG-avid bone marrow lesions, further investigation by MRI and/or biopsy should be considered.
Locally Invasive Conjunctival Squamous Cell Carcinoma Refractory to Plaque Radiotherapy
Dalvin, Lauren A., Trejo‐Lopez, Jorge , Smith, Wendy M. , Patel, Sanjay V , Dalvin, Lauren A. , Wagner, Lilly H. , Patel, Sanjay V.

Cornea | August 24, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1097/ico.0000000000004259 | PMID 42634946 Get It

Purpose: To describe a case of locally invasive conjunctival squamous cell carcinoma (SCC) refractory to plaque radiotherapy. Case Description: A 69-year-old man presented with a recurrent conjunctival tumor after 6 previous cycles of topical 5-fluorouracil chemotherapy and excisional biopsy showing invasive SCC with positive margins. There was a mild anterior chamber reaction. By the time of repeat excisional biopsy, the conjunctiva had ulcerated with underlying scleralysis associated with histopathologic evidence of scleral involvement by SCC. After subsequent tectonic scleral patch grafting, plaque radiotherapy was applied after which the disease appeared to be controlled for 9 months. The eye then developed progressive conjunctival ulceration and scleralysis with progressive ectropion. Exenteration was performed, revealing locally invasive SCC into palpebral conjunctiva, ciliary body, and choroid. Conclusions: Conjunctival SCC can be locally invasive with destruction of the globe, despite plaque radiotherapy. Clinicians should be suspicious of invasive diseases in cases of ocular surface squamous neoplasia that are poorly responsive to topical chemotherapy. Associated anterior chamber cell and progressive scleralysis should also raise concern for invasive malignancy.
Perinatal and Early-Life Exposures and Risk of Non-Hodgkin Lymphoma
Cholack, George , Kleinstern, Geffen , Robinson, Dennis P. , Thompson, Carrie A. , Call, Timothy G. , Feldman, Andrew L. , Larson, Melissa C. , Mwangi, Raphael , Ansell, Stephen M. , Novak, Anne J. , Kay, Neil E. , Slager, Susan L. , Cerhan, James R. , Cholack, George A , Habermann, Thomas , Cozen, Wendy , Slager, Susan L , Cerhan, James R , Feldman, Andrew L , Kay, Neil E , Ansell, Stephen M , Novak, Anne J , Call, Timothy G , Larson, Melissa C , Habermann, Thomas M. , Cozen, Wendy

Cancers | August 18, 2026 | Volume: 18 | Issue: 16 | Pages: 2666

10.3390/cancers18162666 | PMID 42649977 Get It

Background: Perinatal and early-life factors may influence non-Hodgkin lymphoma (NHL) risk, but study results have been mixed and exposure data for childhood ages are limited. Herein, we investigated associations of these exposures with risk of NHL and common subtypes. Methods: This case–control study included 2280 NHL cases and 2253 controls, enrolled from 2002 to 2014 at the Mayo Clinic Rochester. Self-reported perinatal and early-life exposures included maternal age at birth, birth order, birthweight, time breastfed, height and weight at ages 7, 12, and 18 years relative to peers, and age and weight when growth ceased. We used logistic regression to estimate odds ratios (ORs) and 95% confidence intervals (CIs), adjusting for design variables and potential confounders. Linear trend tests were performed for ordinal variables, and heterogeneity tests were performed to evaluate whether associations varied across four NHL subtypes. Results: After multivariable adjustment, greater birth weight (OR = 1.15 for quartile 4 vs. 1; p-trend = 0.04), weight at age 7 relative to peers (compared to average, OR = 1.05 for heavy and OR = 0.87 for thin; p-trend = 0.002), and weight when growth ceased (OR = 1.30 for quartile 4 vs. 1; p-trend < 0.001) were associated with increased NHL risk. An inverse association was observed for breastfeeding duration with NHL risk (OR = 0.77 for >6 months vs. never; 95% CI 0.61–0.97). Associations did not significantly vary by major NHL subtype (p-heterogeneity > 0.05). Other perinatal and early-life exposures were not associated with NHL risk. Conclusions: Greater body weight at birth and through childhood may be associated with increased NHL risk, potentially extending the life-course perspective on adiposity and lymphomagenesis, with implications for prevention.
Platelet Reactivity and Sex Differences: Clinical Implications for Women
Aggarwal, Anu , Barrett, Tessa J. , Mehta, Puja K. , Honigberg, Michael C. , Cosemans, Judith M.E.M. , Goodman, Wendy A. , Aggarwal, Niti R., Holinstat, Michael , Cho, Leslie , Cameron, Scott J. , Honigberg, Michael C , Cameron, Scott J

Circulation Research | August 13, 2026 | Volume: 139 | Issue: 5 | Pages: No page available

10.1161/circresaha.126.328602 | PMID 42594167 Get It

Platelets are central to hemostasis and thrombosis. Excessive platelet activation contributes to arterial thrombotic events, including myocardial infarction, ischemic stroke, and complications of peripheral artery disease, whereas excessive platelet inhibition increases bleeding risk. Antiplatelet therapy remains a cornerstone of secondary prevention in atherosclerotic and thrombotic cardiovascular diseases, yet current treatment paradigms do not fully account for biological heterogeneity in platelet function, including differences related to sex, age, hormonal status, and disease context. This state-of-the-art review examines current antiplatelet strategies, fundamental mechanisms of signal transduction, clinical indications, and limitations of preclinical and clinical studies, with a focus on sex-specific considerations and opportunities for personalized antiplatelet therapy. Aspirin and P2Y 12 receptor antagonists are widely used for secondary prevention. However, women have been underrepresented in many pivotal clinical trials, limiting the precision of sex-specific estimates of efficacy and bleeding risk. In parallel, commonly used preclinical models often fail to recapitulate the physiological conditions in which platelets interact with the vasculature, leukocytes, and soluble factors. Emerging therapeutic approaches seek to refine platelet inhibition by targeting pathways that reduce thrombotic risk while preserving hemostasis. Advancing antiplatelet therapy will require integration of mechanistic platelet biology with diverse clinical trial populations, standardized platelet phenotyping, and disease-specific approaches that account for how platelet function is altered across health and vascular disease.
Real-World Evidence of Disproportionate Financial Toxicity and Health-Related Social Needs Among Adolescents and Young Adults Receiving Care at an NCI-Designated Cancer Center
Lee, Minji K. , Steinert, Kimberly O., Mason, Jordan A., Hanson, Wendy A., Rosenthal, Allison , Khera, Nandita , Lee, Minji K , Rosenthal, Allison , Kimball, Brittany , Steinert, Kimberly O., Allen‐Rhoades, Wendy , McWilliams, Robert R.

Current Oncology | August 13, 2026 | Volume: 33 | Issue: 8 | Pages: 477

10.3390/curroncol33080477 | PMID 42645382 Get It

Financial toxicity is a significant but often overlooked consequence of cancer for adolescents and young adults (AYAs, 15–39 years old), who face limited savings, unstable employment, and insurance gaps that heighten financial stress. As part of a larger initiative to determine whether our cancer center can use an existing social drivers of health (SDOH) screening process to identify patients who may benefit from targeted supportive interventions, we sought to characterize financial strain, toxicity, and SDOH needs in AYAs treated in our cancer center and compare them to both younger and older cancer patients. This is a cross-sectional observational study at Mayo Clinic of patients with an oncology-related department visit between 8 September 2023–4 June 2024 (N = 81,731) who completed routine institutional electronic screenings for financial strain and SDOH. Survey items assessed financial strain, transportation barriers, and food insecurity; institutional billing data captured financial toxicity (unresolved balances, collection referrals, write-offs). AYAs (n = 5655) were more likely than non-AYAs to report medium/high financial strain, have unpaid debt, or have an unresolved balance, referral to a collection agency, or bad debt write-off, with nearly double the odds of medium/high financial strain compared to patients over 40 (OR 2.02, 95% CI 1.84–2.23, p < 0.001). Within AYAs, ages 26–32 bore the greatest burden: 24.2% in the medium/high-risk category, 9.4% with unresolved billing issues or collections, and 11.6% reporting food insecurity. These findings identify AYAs—particularly those 26–32—as a distinct high-risk group for financial toxicity and health-related social needs, underscoring the need for targeted interventions, tailored financial navigation, and policy efforts to reduce economic barriers to care. Future research should evaluate the effectiveness of these interventions in mitigating financial toxicity, addressing health-related social needs, and improving patient outcomes in this population.
“It’s Scary, but I Handle It”: A Qualitative Study on Severe Hypoglycemia Experiences and Reasons for Declining to Participate in a Community Paramedicine Trial to Prevent Hypoglycemia Among People With Diabetes
Huang, Grace L., Tokar, Kathleen, Jacobs, Davi, Krpata, Tami, Sundt, Wendy J., McCoy, Rozalina G. , McCoy, Rozalina Grubina , Golembiewski, Elizabeth H.

Diabetes Obesity and Cardiometabolic CARE | July 31, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.2337/doc26-0061 Get It

OBJECTIVE Severe (level 3) hypoglycemia is a life-threatening complication of diabetes associated with substantial risk of recurrence and long-term morbidity. This study examined how adults with diabetes interpreted severe hypoglycemic events and why they declined participation in a community paramedicine program (Diabetes Rescue, Engagement, and Management [Diabetes-REM]) designed to prevent recurrence. RESEARCH DESIGN AND METHODS We conducted semistructured qualitative interviews with adults with type 1 or type 2 diabetes who experienced severe hypoglycemia requiring emergency medical services and declined enrollment in Diabetes-REM. Interviews explored hypoglycemia management experiences and reasons for nonparticipation and were explored using thematic analysis. RESULTS Sixteen adults (44% female; mean age 60 years, range 25–83) participated. Four interrelated themes emerged. First, participants normalized glucose variability as a baseline condition of diabetes and interpreted severe events as situational and correctable when a cause was identifiable, or as inevitable when it was not, rather than as evidence of increased risk. Second, participants relied on prevention systems encompassing habitual routines, caregiver involvement, and glucose-monitoring technologies. Third, severe episodes were frightening and disruptive but typically prompted adjustments to personal management over pursuit of additional clinical support. Finally, reasons for declining Diabetes-REM included time constraints (56%), perceived lack of benefit (25%), and privacy concerns or discomfort with home visits (25%). CONCLUSIONS Among adults who declined a community paramedicine hypoglycemia prevention intervention, severe events were absorbed into existing self-management frameworks rather than viewed as signals of increased risk. Programs targeting hypoglycemia recurrence should account for patients’ risk perceptions and existing management systems, positioning support as complementary rather than corrective.
Outcomes of Pediatric Non‐Rhabdomyosarcoma Soft‐Tissue Sarcomas of the Extremities
Sullivan, Mikaela H. , Bukowiec, Lainey G , Allen‐Rhoades, Wendy , Schoettler, Peter , Laack, Nadia N. , Mahajan, Anita, Rose, Peter S. , Houdek, Matthew T. , Schoettler, Peter J , Laack, Nadia N Issa , Houdek, Matthew T , Allen-Rhoades, Wendy A , Mahajan, Anita

Journal of Surgical Oncology | July 29, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1002/jso.70350 | PMID 42522995 Get It

ABSTRACT Background and Objectives Non‐rhabdomyosarcoma soft tissue sarcomas (NRSTS) account for less than 4% of pediatric cancers. Treatment and outcomes have been described in adults, but pediatric data are lacking. The purpose of this study is to review our institution's outcomes of extremity NRSTS in pediatric patients. Methods Ninety‐eight (56 male: 42 female) pediatric patients with NRSTS of the extremity at our institution were reviewed. Mean age at diagnosis was 11 ± 5 years, and mean follow‐up was 12 ± 10 years. The most common diagnosis was synovial sarcoma (27%), and 60% were high‐grade. Results Treatment included surgical resection in all patients, with 33% receiving radiation and 37% receiving systemic therapy. 20‐year local recurrence‐ (LRFS) and metastatic disease‐free survival (MDFS) were 91% and 91%, respectively, with 92% disease specific survival (DSS). High grade tumors were associated with lower LRFS ( p = 0.02) and DSS ( p = 0.03). Tumor size < 5 cm demonstrated improved MDFS ( p = 0.03), and stage 3 tumors showed worse MDFS ( p < 0.01). Conclusions Treatment of pediatric NRSTS was variable, with large, deep, high‐grade tumors more likely to receive neoadjuvant and adjuvant treatments. Multidisciplinary treatment was associated with high rates of local control and durable survival. This study provides an extended follow‐up of pediatric patients to identify late complications.
Pathogenic MAPK8IP3 variants drive distinct motor and behavioral phenotypes in humans and mice
Watkins, Lyndsay R. , Geltzeiler, Alexa, Patel, Priya, Ortiz-Perez, Judit, Schmidt, Danielle, Schmitz, C, Aguilar, Jalen, Ghanta, Shraddha, Chung, Wendy. K., Gowrishankar, Swetha , Lambert, Laura, Crowder, Camerron M. , Geltzeiler, Alexa , Ortiz, Judit Perez, Chung, Wendy K.

No container title available | July 25, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.07.20.739682 Get It

ABSTRACT Pathogenic variants in MAPK8IP3 (JIP3) cause Neurodevelopmental Disorder with or without variable Brain Abnormalities (NEDBA), characterized by cognitive impairment, global developmental delay, motor dysfunction, abnormal muscle tone, behavioral dysregulation including autism and attention deficit hyperactivity disorder (ADHD), seizures, and structural brain abnormalities. While more than 30 largely de novo MAPK8IP3 variants have been reported, the functional impact of variants across JIP3 protein structural domains is poorly defined. To address this knowledge gap, we compare clinical features of individuals with a truncating (p.E27X) or one of two missense (p.R578C and p.R1146C) variants from distinct JIP3 functional protein domains to corresponding knock-in mouse models. Our findings showed that all individuals, regardless of variant type, exhibited delays in language and gross motor function, but individual variants were associated with distinct motor, cognitive, and psychiatric symptoms. Corresponding homozygous p.E27X and p.R1147C variant mice resulted in embryonic lethality, consistent with essential roles for JIP3 in early neurodevelopment. Behavioral characterization of viable heterozygous mice revealed variant-specific locomotor, motor coordination, and hindlimb clasping defects that closely recapitulate clinical observations. Heterozygous p.R579C mice exhibited reduced locomotion, impaired motor performance, and hypertonia-like clasping, mirroring human motor deficits. In contrast, p.R1147C mice displayed hyperactivity, hindlimb clasping, and decreased brain weight, paralleling human clinical features. Together, our findings demonstrate that while distinct MAPK8IP3 variants lead to some shared phenotypes, they are also associated with distinct phenotypes that could reveal domain-specific aspects of JIP3 function. This work establishes the first domain-resolved in vivo rodent models of NEDBA and provides a validated translational platform for mechanistic investigation and preclinical therapeutic testing.
Prognostic Value of Tumor Response in Pediatric and Adult Patients With Ewing Sarcoma
Kowalchuk, Roman O. , Chihak, Melanie A., Keeney, Michael G., Fritchie, Karen , Harmsen, W.L., Weiskittel, Taylor M. , Lee, Katie N., Xu‐Welliver, Meng , Haddock, Michael G. , Allen‐Rhoades, Wendy , Schoettler, Peter J., Arndt, Carola A., Ruddy, Kathryn J. , Rose, Peter S. , Laack, Nadia N., Allen-Rhoades, Wendy A , Ahmed, Safia K. , Kowalchuk, Roman O. , Xu-Welliver, Meng , Chihak, Melanie A., Keeney, Michael, Schoettler, P.J., Arndt, Carola, Laack, Nadia N.

Pediatric Blood & Cancer | July 21, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1002/1545-5017.70420 | PMID 42478587 Get It

ABSTRACT Purpose We studied histologic Ewing sarcoma (ES) tumor response at local control surgery to explore associations between histologic response and chemotherapy practice changes over time and confirm its prognostic significance in the modern era. Methods We reviewed clinical data for 126 patients with ES treated at Mayo Clinic from 1977 to 2022, analyzing the percentage necrosis as a prognostic factor across chemotherapy regimens (including modern interval‐compressed VDC‐IE). Results In the historical cohort, 5‐year event‐free survival (EFS) and overall survival (OS) for patients with ≤5% versus greater than 5% viable tumor were 76% versus 59% ( p = 0.01) and 83% versus 62% ( p = 0.01). Review of 104 specimens by two pathologists identified the percentage remaining viable tumor as more reproducible than the percentage necrosis and/or fibrosis. On multivariable analysis of patients with localized disease ( n = 87), pelvic tumors and greater than 5% viable tumor remained independent risk factors for poor survival (EFS: hazard ratio [HR] 3.1, p < 0.01; OS: HR 2.1, p = 0.048). The modern cohort consisted of 22 patients. No patients with tumor size less than 8 cm at diagnosis and 100% necrosis after surgery had events; four of seven with tumors greater than 8 cm had events despite 100% necrosis. Conclusions Our results validate the historical threshold of greater than 5% viable tumor with older chemotherapy regimens but not with modern interval‐compressed VDC‐IE. In addition, inter‐rater reliability for the percentage viable is more reproducible than the percentage necrosis. Although numbers are small, tumors less than 8 cm with no viable tumor appear to be a favorable subgroup and suggest risk stratification using a combination of tumor size and any viable tumor should be evaluated in ES.
PRANA: A Deep Learning Method for Adapting Polygenic Risk Scores to Diverse Ethnic Groups
Levi, Hagai, Wang, Qin, Bolla, Manjeet K. , Dennis, Joe, Andrulis, Irene L., Antonenkova, Natalia, Au, Chun Hang, Freeman, Laura E. Beane, Bermisheva, Marina, Bodelon, Clara, Bojesen, Stig E., Brenner, Hermann, Brock, Ian W., Brüning, Thomas, Byers, Helen, Camp, Nicola J., Castelao, Jose E., Choi, Ji-Yeob, Chung, Wendy K., Collaborators, NBCS, Colonna, Sarah, Couch, Fergus J., Daly, Mary B., Devilee, Peter, Dörk, Thilo, Eliassen, A. Heather, Eriksson, Mikael, Evans, D. Gareth, Fasching, Peter A., Faw, Kierstin, García-Closas, Montserrat, Haiman, Christopher A., Hamann, Ute, Hartman, Mikael, Hooning, Maartje J., Hoppe, Reiner , Howell, Sacha J., Investigators, ABCTB, Investigators, SGBCC, Ito, Hidemi, Iwasaki, Motoki, Jakubowska, Anna, Jernström, Helena, Joseph, Vijai, Kaaks, Rudolf, Kang, Daehee, Khusnutdinova, Elza K., Kiprijanovska, Sanja , Koutros, Stella, Kristensen, Vessela N., Kurian, Allison W., Kwong, Ava, Lambrechts, Diether, Larson, Nicole L. , Marchand, Loic Le, Li, Shuai, Li, Jingmei, Lophatananon, Artitaya, Mannermaa, Arto, Matsuo, Keitaro, Maxwell, Whitney, Muir, Kenneth, Nevelsteen, Ines, Obi, Nadia, O’Brien, Katie M., Ofit, Kenneth, Ottewell, Penelope D., Patel, Alpa V., Plaseska-Karanfilska, Dijana, Prajzendanc, Karolina , Ramachandran, Dhanya, Rashid, Muhammad U., Saloustros, Emmanouil, Sandler, Dale P., Schöttker, Ben, Simard, Jacques, Southey, Melissa C., Stone, Jennifer, Teras, Lauren R., Truong, Thérèse, Weinberg, Clarice R., Yamaji, Taiki , Zheng, Wei, Easton, Douglas F., Elkon, Ran , Lambrechts, Diether , Lambrechts, Diether , Kurian, Allison W. , Li, Shuai , Lambrechts, Diether , Lambrechts, Diether , Kurian, Allison W , Li, Shuai , Levi, Hagai , Au, Chun , Augustinsson, Annelie , Freeman, Laura E. Beane , Behrens, Sabine , Bermisheva, Marina , Bodelón, Clara , Bogdanova, Natalia , Brenner, Hermann , Brock, Ian W., Brüning, Thomas , Byers, Helen, Camp, Nicola J. , Castelao, Jose E. , Choi, Ji-Yeob , Chung, Wendy K. , Colonna, Sarah V. , Couch, Fergus J. , Czene, Kamila , Daly, Mary B., Devilee, Peter , Dörk, Thilo, Evans, D. Gareth , Fasching, Peter A., Faw, Kierstin, Gago-Domínguez, Manuela , García‐Closas, Montserrat , Haiman, Christopher A. , Hartman, Mikael , Ho, Vikki , Ho, Peh Joo , Hooning, Maartje J. , Investigators, S On Behalf Of The Chlovis Study, Iwasaki, Motoki , Jakubowska, Anna, Jernström, Helena , Joseph, Vijai, Kaaks, Rudolf , Хуснутдинова, Э. К. , Koutros, Stella , Kristensen, Vessela N., Kwong, Ava , Marchand, Loı̈c Le , Li, Jingmei, Lophatananon, Artitaya , Mannermaa, Arto , Nevelsteen, Ines , Obi, Nadia , O’Brien, Katie M. , Ottewell, Penelope Dawn , Peterlongo, Paolo , Plaseska‐Karanfilska, Dijana , Radice, Paolo , Ramachandran, Dhanya , Romero, Atocha , Saloustros, Emmanouil , Sandler, Dale P. , Schöttker, Ben , Simard, Jacques , Southey, Melissa C. , Sugier, Pierre‐Emmanuel , Taylor, Jack A. , Teras, Lauren R. , Truong, Thérèse , Weinberg, Clarice R. , Yadav, Siddhartha , Dunning, Alison M. , Mavaddat, Nasim , Easton, Douglas F. , Michailidou, Kyriaki , Shamir, Ron

No container title available | July 15, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.07.12.26357860 | PMID 42523604 Get It

Abstract Polygenic risk scores (PRSs), which quantify inherited susceptibility to complex traits and diseases, have emerged as valuable tools for risk stratification and precision medicine. Despite their promise, PRS developed on European cohorts often demonstrate substantially reduced predictive accuracy in non-European populations, due to differences in genetic architecture. The disproportionate representation of European ancestry cohorts in genome-wide association studies (GWAS) leads to inequitable deployment of PRS technologies across diverse populations. Here, we introduce PRANA (Polygenic Risk Adaptation via Neural-network Architecture), a deep learning framework that adapts an existing PRS developed on one population to other ancestries. Unlike methods that require large-scale GWAS in the target population, PRANA leverages pre-trained PRS models derived from European cohorts and adapts them using modestly sized cohorts from the target population. We evaluated PRANA on seven complex traits in South Asian, East Asian and Ashkenazi Jewish populations, as well as in selected smaller East Asian subpopulations where the scarcity of training data poses a particular challenge. PRANA mostly improved predictive performance of the baseline PRS models by 5%-20% in terms of effect size (β) and Nagelkerke’s R², and, in most cases, outperformed existing cross-ancestry multi-PRS approaches. These results highlight PRANA as a scalable and practical strategy to reduce disparities in genomic risk prediction and advance the equitable application of PRS in diverse populations.