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7716 citation(s) found for "Ma, Daniel M".

Effectiveness and safety of immunotherapy in advanced NSCLC with pericardial effusions: a global retrospective multicenter study
Zarif, Talal El, Alaiwi, Sarah Abou, Gariazzo, Eleonora, Santo, Valentina, Garbo, Edoardo , Aldea, Mihaela, Pannu, Sagal, Semaan, Karl , Chehab, Omar , Hoballah, Malak, Y, Gao , Meyers, Daniel, Stukalin, Igor , Li, MT, Jones, Nicholas, Shapira, Ronnie, Vasbinder, Alexi, Hayek, Salim S. , Eid, Marc , Freeman, Dory, Parikh, Kaushal, Desai, Aakash, Cd, Smith, El-Am, Edward, Foderaro, Simone , Baena-, Javier, Cortellini, Alessio, Pinato, David J, Korolewicz, James , Kim, Chul , Sackstein, Paul, Denu, Ryan A, Abdel-wahab, Noha, Neilan, Tomas G. , Lima, Joao A C, Florez, Narjust, Janne, Pasi, Pecci, Federica , Choueiri, Toni K, Kwan, Jennifer M. , Naqash, Abdul Rafeh , Desai, Aakash , El Zarif, Talal , Garbo, Edoardo , Semaan, Karl , Grynberg, Shirly , Bou Farhat, Elias , Eid, Marc , Saad, Eddy , Desai, Aakash P , Kim, Chul , Jänne, Pasi A , Naqash, Abdul Rafeh , Hayek, Salim , Alaiwi, Sarah Abou , Nassar, Amin H. , Gariazzo, Eleonora , Santo, Valentina , Aldea, Mihaela , Paoloni, Francesco , Chehab, Omar , Navani, Vishal , Meyers, Daniel E. , Mittra, Arjun , Grynberg, Shirly , Vasbinder, Alexi L. , Farhat, Elias Bou , Saad, Eddy , Freeman, Dory , El‐Am, Edward , Nana, Frank Aboubakar , Baena, Javier, Herrera, Mercedes, Cortellini, Alessio , Pinato, David J. , Sackstein, Paul , Denu, Ryan , Macaron, Walid , Abdel‐Wahab, Noha , Lima, João A.C. , Florez, Narjust , Jänne, Pasi A. , Ricciuti, Biagio , Choueiri, Toni K.

The Oncologist | July 25, 2026 | Volume: 31 | Issue: 9 | Pages: No page available

10.1093/oncolo/oyag277 | PMID 42500986 Get It

Abstract Background There is limited data on immune checkpoint inhibitor (ICI) use in patients with non-small cell lung cancer (NSCLC) and known pericardial effusions. Methods This international multi-center observational retrospective study included patients with advanced NSCLC with or without pericardial effusions receiving ICIs. Immune-related adverse events (irAEs) were graded per CTCAE v5.0. Overall survival (OS) and progression-free survival (PFS) were estimated by the Kaplan-Meier method. Cox proportional hazards multivariable models assessed the association between survival outcomes and clinicopathologic variables, and an inverse probability of treatment weighting (IPTW) model compared outcomes between the two groups. Results A total of 1248 patients with advanced NSCLC treated with ICIs across 13 institutions were included. Of these, 85 patients (6.8%) had pre-existing pericardial effusions. Compared to controls, patients with pericardial effusions were younger (median age 63 vs 67 years, P = .007), diagnosed more frequently with PD-L1 positive tumors (96% vs 76%, P < .001), and had a higher median number of baseline metastatic sites (3 vs 1, P < .001). IrAEs were similar between both groups (42% vs 38%), and no cardiac irAEs occurred in patients with pericardial effusions. PFS (median 5.6 vs 4.6 months, P = .3) and OS (median 10.2 vs 14.7 months, P = .50) were not statistically different between patients with pericardial effusions and the controls, respectively. In both multivariable and IPTW models, pericardial effusions were not associated with PFS or OS. Conclusions Among patients with NSCLC and pre-existing pericardial effusions, ICIs demonstrate meaningful clinical benefit similar to those without effusions, with no new cardiac or severe toxicities.
The NLRC4 Inflammasome Drives Myelodysplastic Syndrome by Linking Epigenetic Reprogramming and Innate Immune Signaling
Chen, Chuan , Bilbao, Daniel , Rostami, Narges , Mas Martin, Gloria

Blood Advances | July 25, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1182/bloodadvances.2026020095 | PMID 42498284 Get It

Myelodysplastic syndromes (MDS), which are hematopoietic stem cell malignancies, are often accompanied by signs of chronic inflammation, that can in turn drive the pathogenetic process. The precise mechanisms dysregulating inflammatory and innate immune signaling in MDS hematopoietic stem and progenitor cells (HSPCs) remain under investigation. We report that mice lacking Tet2 developed a hyper-inflammatory state, which can be further fueled by LPS-induced inflammation. This chronic inflammation temporarily promotes the self-renewal and myeloid differentiation of Tet2-deficient HSPCs; however, it ultimately accelerates HSC exhaustion and triggers MDS development in chimeric mouse models. Driving this phenotype was the activation of the NLRC4 inflammasome pathway. Notably, Nlrc4 depletion in Tet2-deficient mice impaired MDS development and improved the survival of these mice. These findings uncover a novel mechanistic basis for the MDS-associated inflammation and provide new targeting opportunities in its management.
Advancing Prostate Cancer Survivorship Through Transatlantic Consortium Science: The iCCaRE Initiative
Odedina, Folakemi T. , Dronca, Roxana , Ashing, Kimlin , Kaninjing, Ernest , Rotimi, Solomon O. , Ngufor, Che , Merriweather, Arnold , Gordon, Vinessa , Asto-Flores, Emelina , Adeniji, Kayode, Agboola, Emmanuel, Aliche, Uju, Aliyu, Usman M., Ashing, Kimlin Tam, Asiedu, Gladys, Badejo, Paul, Johnson, Kim Barbel, Beckford, Patrick , Blocker, Renaldo, Bolajoko, Opeyemi, Bonner, Timethia J, Breland, Ivey, Caballero, Amanda , Carter, Rickey, Cattnell, Alex, COBRAN, Ewan, Colon-Otero, Gerardo, Copland, John A., Phd, Getachew Dagne, Campos, Opeyemi C. De, Doty, Melissa, Dronca, Roxana, Erefah, Ebenezer, Falzon, Kaila, Francis, Damian, Fudge, Michelle, Fullwood, Dottington , Gainer, Jeffery, Glaser-Boivin, Dee, Hill, Antony, Hinsom, Rakenya, Iweala, Emeka J., Kaninjing, Ernie, Kase, Adam, Knutsen, Keith, Lee, Daniel, Leyva, Sandra Casanova, Lindeman, Carolyn R., Mahin, Collisa, Maniaci, Michael, Hew, Trevanne Matthews, Hew, Trevanne R. Matthews, Melton, Jada K., Merriweather, Arnold, Mitchell, Luisa, Moore, Cassandra, Ngufor, Che, Nolan, Lucia, Odedina, Abimbola, Odedina, Folakemi, Oladoyinbo, Catherine, Olasehinde, Esther, Onyia, Abimbola F., Popoola, Ademoola, Rotimi, Solomon O., Scales, Tracie, Sledge, Hanna, Thompson-Reeves, Jade, Toye, Oluwaseyi, Duarte, Claudia Valles, Voorhis, Kaitlin Van, Waldon, Charles F., Walsh-Childers, Kim , Williams, Christopher, Willis, Floyd , Wimberly, Quincy , Yahaya, Ayinde, Yates, PhD Clayton, Yost, Kathleen, Young, Mary Ellen , Zou, Tingyu, Ashing, Kimlin Tam , Rotimi, Solomon , Odedina, Folakemi , Kaninjing, Ernest T , Ngufor, Che G , Aliche, Uju, Badejo, Paul, Blocker, Renaldo, Bolajoko, Opeyemi , Cattnell, Alex, Cobran, Ewan K. , Colon-Otero, Gerardo, Copland, John A., Francis, Damian, Fudge, Michelle , Gainer, Jeffery, Gokara, Mahesh , Hinsom, Rakenya, Iweala, Emeka J., Knutsen, Keith, Lee, Daniel, Lindeman, Carolyn R., McCall, John , Melton, Jada K., Mitchell, Luisa, Olasehinde, Esther, Popoola, Ademoola, Reynolds, Jordan , Scales, Tracie, Sledge, Hanna, Thompson-Reeves, Jade, Toye, Oluwaseyi, Duarte, Claudia Valles, Voorhis, Kaitlin Van, Waldon, Charles F., Williams, Christopher, Yost, Kathleen, Zou, Tingyu

Cancer Research Communications | July 24, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1158/2767-9764.crc-26-0165 | PMID 42497456 Get It

Abstract Black/African American populations, globally, bear the greatest prostate cancer (CaP) burden compared to other racial/ethnic groups. Addressing CaP disparities in Black men is complex, requiring a patient-centered, community-centric and comprehensive approach. This study integrates iCCaRE Consortium findings and broader literature to address unmet needs in survivorship care. The iCCaRE Consortium implemented five complementary pilot studies using mixed-methods designs, including feasibility trials, qualitative research, and observational analyses across the United States and sub-Saharan Africa. Descriptive statistics, subgroup analyses, and qualitative thematic analyses were performed across these studies. Collectively, projects addressed multilevel determinants including social, behavioral, and biological drivers of disparities. Project 1 implemented a Virtual Reality Assistant (ViRA) across clinical and community settings, with ongoing evaluation in pragmatic trials. Project 2 showed strong patient preference for home-based cancer care. Project 3 enrolled demonstrated trends toward improved health-related quality of life. Project 4 identified key themes influencing survivorship experiences. Project 5 identified biological mechanisms linking stress, immune modulation, and symptom burden. The iCCaRE pilot projects demonstrate the feasibility and early impact of a consortium-based, transdisciplinary approach to addressing CaP disparities in Black men. These findings highlight the importance of integrating patient-centered interventions, community engagement, and biological insights to inform scalable strategies aimed at improving survivorship outcomes and advancing health equity. The iCCaRE Consortium demonstrates that a transatlantic, patient-centered, and multidisciplinary approach integrating social, clinical, and biological factors can generate scalable strategies to improve survivorship outcomes and advance equity in CaP care for Black men.
Bridging Conservative Management With Injectable Orthobiologic Therapies: Proceedings of the International Consensus Meetings on Cartilage Repair of the Ankle
Tham, Alexander, Rubin, Jared, Butler, James J., Gauthier, Paloma , Kennedy, John G. , Adams, Samuel B., Andrews, Carol L., Batista, Jorge , Baur, Onno L., Bayer, Stephen, Becher, Christoph, Berlet, Gregory C. , Boakye, Lorraine AT, Buda, R, Calder, James D. F., Dahmen, Jari , D’Hooghe, Pieter, DiGiovanni, Christopher W., Ehlers, M. , Ferkel, Richard D. , Ferkel, Eric, Ferrao, Paulo N. F., Giza, Eric , Gianakos, Arianna L., Glazebrook, Mark, Gomaa, Mohamed, Görtz, Simon, Haleem, Amgad M. , Hamid, Kamran S. , Hangody, László, Haverkamp, Daniel, Hertel, Jay, Hintermann, Beat, Hogan, MaCalus V., Hunt, Kenneth J., Hurley, Eoghan T., Karlsson, Jon, Kearns, Stephen R. , Kerkhoffs, Gino M. M. J., Kim, Hak Jun , Kong, Siu Wah, Krebsbach, Sebastian, Labib, Sameh A. , Lambers, Kaj T. A. , Lee, Jin Woo, Lee, Keun Bae, Ling, Jeffrey S., Longo, Umile Giuseppe, Marangon, Alberto, McCollum, G, McCullough, Kirk, Mittwede, Peter N. , Murawski, Christopher D. , Nicolescu, Raluca, Niemeyer, Philipp, Nunley, James A., O'Malley, Martin, Ortiz, Cristian, Osei-Hwedieh, David O. , Paul, Jochen , Pearce, Christopher J., Pereira, Hélder , Phadke, Rohan , Prado, Marcelo P. , Raikin, Steven M., Reilingh, Mikel L., Robert, Guillaume , Lc, Schon, Simpson, Helene, Smyth, Niall A. , Sofka, Carolyn M., Spennacchio, Pietro, Stone, James W., Takao, M, Tanaka, Yasuhito, Thermann, Hajo, Thordarson, David B. , Rs, Tuan, Valderrabano, Victor, Bergen, Christian J. A. van, Dijk, Pim A. D van, Dijk, Niek van, Vannini, Francesca, Vaseenon, Tanawat , Volesky, Monika , Walls, Raymond C., Walther, Markus, Wiewiorski, Martin, Xu, Xiangyang, Yasui, Youichi , Yinghui, Hua, Yoshimura, Ichiro, Younger, Alastair , Zdanowicz, Urszala, Zhang, Zijun, Adams, Samuel B. , Clanton, Thomas O , Dahmen, Jari , Ehlers, Mallory , Hannon, Charles P , Labib, Sameh A , Popchak, Adam , Robert, Guillaume , Smyth, Niall A , Tham, Alexander , Rubin, J Peter , Butler, James J., Angthong, Chayanin , Becher, Christoph, Boakye, Lorraine A. T. , Buda, Roberto , Calder, James D. F. , Canata, Gian Luigi , Carreira, Dominic S. , Dahmen, Jari , d’Hooghe, Pieter P. R. N. , DiGiovanni, Christopher William , Dombrowski, Malcolm E. , Ferkel, Eric I. , Ferrao, Paulo N. F. , Gianakos, Arianna L. , Glazebrook, Mark Anthony , Gomaa, Mohamed, Hannon, Charles P. , Haverkamp, Daniël , Hintermann, Beat , Hogan, MaCalus Vinson , Hunt, Kenneth John , Hurley, Eoghan T. , Karlsson, Jon, Kerkhoffs, Gino M. M. J. , Krebsbach, Sebastian , Lee, Jin Woo , Longo, Umile Giuseppe , Mitchell, Adam W. , Nehrer, Stefan , Niemeyer, Philipp , Nunley, James A. , O’Malley, Martin , Pearce, Christopher Jon , Pereira, Hélder , Raikin, Steven M. , Rothrauff, Benjamin B. , Schon, Lew Charles , Spennacchio, Pietro , Sullivan, Martin, Tanaka, Yasuhito , Valderrábano, Víctor , Dijk, Pim A. D. van , Vannini, Francesca , Walther, Markus , Wiewiorski, Martin J., Xu, Xiangyang , Yoshimura, Ichiro , Zhang, Zijun

Foot & Ankle Specialist | July 24, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/19386400261456925 | PMID 42495946 Get It

Background The management of osteochondral lesions of the talus (OLT) is challenging, with 2 main options being conservative and surgical management. Orthobiologic therapies come to bridge the gap between these 2 options; however, inconsistencies in indication, composition, and heterogeneous evidence limit clinical decision-making. To address these challenges, 3 International Congress Meetings on Cartilage Repair of the Ankle were convened in Pittsburgh, USA (2017), Dublin, Ireland (2019), and New York, USA (2025) to establish agreement on the role of conservative management and injectable orthobiologic strategies in the treatment of OLT. Methods Seventy-five multidisciplinary experts from over 25 countries and 1 territory participated in a structured Delphi-based consensus process. Blinded surveys, structured questionnaires, and in-person discussions were used to develop and refine statements, supported by literature review and graded evidence (A1–E). Consensus strength was defined as consensus (51%-74%), strong consensus (75%-99%), or unanimous (100%) Results In total, 29 consensus statements were achieved across the 3 meetings. Strong agreement was reached regarding indications and expected outcomes of conservative management, including the role of immobilization and appropriate timing for surgical intervention. Orthobiologic injections, including platelet-rich plasma, concentrated bone marrow aspirate, and hyaluronic acid, were considered appropriate in select patients with persistent symptoms, although no superiority was demonstrated among formulations, preparation methods, or injection strategies. When used as adjuncts to surgical procedures, orthobiologics may improve radiological outcomes, with limited evidence for improvement in clinical outcomes. Technical considerations, including preferred harvest sites and a lack of standardized preparation protocols, were identified, along with key principles for patient counseling Conclusion These international consensus statements establish a standardized framework for the conservative management and use of injectable orthobiologic therapies in OLT. By clarifying indications, technical considerations, and current limitations, this work aims to improve consistency in clinical practice, guide treatment decision-making, and inform future research.
Pathology-Based Validation of Quantitative SPECT/CT in Patients With Suspected Transthyretin Amyloid Cardiomyopathy
Tersalvi, Gregorio , Bois, Melanie C. , Scott, Christopher G. , Carey, Patricia , Garmany, Armin , Davies, Daniel R. , HOFFMAN, Andrew C., Zhang, Jun , Hruska, Carrie B. , Jouni, Hayan, Rodriguez-Porcel, Martin G., Askew, J. Wells , Bois, John P. , Young, Kathleen A. , Anavekar, Nandan S., CHANG, IAN C., Grogan, Martha , Maleszewski, Joseph J. , Homb, Andrew, Redfield, Margaret M. , Dispenzieri, Angela , Maleszewski, Joseph J , Homb, Andrew C, Redfield, Margaret M , Chareonthaitawee, Panithaya , Johnson, Geoffrey B , AbouEzzeddine, Omar F , Hruska, Carrie B , Scott, Christopher , Tersalvi, Gregorio , Carey, Patricia , Rodriguez‐Porcel, Martin , Anavekar, Nandan S., Dispenzieri, Angela , Chareonthaitawee, Panithaya , Johnson, Geoffrey B. , AbouEzzeddine, Omar F.

Circulation: Cardiovascular Imaging | July 23, 2026 | Volume: 19 | Issue: 8 | Pages: No page available

10.1161/circimaging.126.019832 | PMID 42488949 Get It

BACKGROUND: Technetium-based cardiac amyloid radionuclide imaging enables noninvasive diagnosis of transthyretin amyloid cardiomyopathy (ATTR-CM), but conventional planar and visual semiquantitative approaches have important limitations. We developed the quantitative 3-dimensional Mayo 3D Score, defined as the ratio of mean left ventricular myocardial radiotracer uptake to right atrial blood-pool uptake using computed tomography (CT)-fused single-photon emission CT (SPECT) volumes of interest, and sought to validate its diagnostic performance against myocardial pathology. METHODS: Consecutive patients who underwent 99m Tc-pyrophosphate SPECT/CT at Mayo Clinic for suspected ATTR-CM between June 2017 and January 2025 with archived myocardial tissue were included. Baseline characteristics, including demographics, echocardiogram, biomarkers, visual semiquantitative, and Mayo 3D Score metrics, were collected. Myocardial specimens underwent histopathologic confirmation of amyloid, with amyloid subtype determination and further semiquantitative grading of amyloid burden and deposition patterns. RESULTS: Among 230 patients (median age, 72 years; 78% male), 107 (47%) had ATTR-CM, of whom 9 had hereditary ATTR-CM. The Mayo 3D Score showed excellent discrimination against pathology (area under the receiver operating characteristic curve, 0.92 [0.88–0.96]), exceeding planar Perugini (0.87 [0.83–0.92]; P =0.006), and heart-to-contralateral lung ratio (0.86 [0.81–0.91]; P =0.004) and comparable to SPECT Perugini (0.90 [0.86–0.94]; P =0.12). A cutoff ≥1.0 yielded 86.0% sensitivity, 92.7% specificity, 91.1% positive predictive value, and 88.4% negative predictive value. Among ATTR-positive cases, the Mayo 3D Score correlated strongly with semiquantitative amyloid burden (Spearman ρ=0.69), was higher in pericellular than nodular deposition patterns ( P <0.001), and was not associated with vascular involvement ( P =0.42). CONCLUSIONS: In patients with suspected ATTR-CM undergoing 99m Tc-pyrophosphate SPECT/CT, the Mayo 3D Score demonstrated superior diagnostic performance compared with planar metrics and comparable to SPECT Perugini, while correlating with myocardial ATTR burden and deposition patterns on pathology. These findings support its integration as a quantitative adjunct within clinical diagnostic ATTR-CM workflows.
Single-position robot-assisted lateral lumbar corpectomy with minimally invasive posterior spinal fusion for traumatic burst fracture showing MRI-demonstrated indirect decompression: illustrative case
Fraipont, Genevieve , Pennington, Zach , Diaz-Aguilar, Luis Daniel , Pham, Martin H. , Fraipont, Genevieve M , Pennington, Zach , Pham, Martin H , Beyer, Ryan S.

Journal of Neurosurgery: Case Lessons | July 22, 2026 | Volume: 12 | Issue: 3 | Pages: No page available

10.3171/case26118 | PMID 42475751 Get It

BACKGROUND Ligamentotaxis-based indirect decompression using lateral approaches is well described for degenerative lumbar disease, yet its application in managing burst fractures remains underexplored. OBSERVATIONS A 72-year-old osteopenic male with an L4 burst fracture underwent a single-position robot-assisted lateral L4 corpectomy, L2–3 oblique lumbar interbody fusion, L5–S1 lateral anterior lumbar interbody fusion, and robot-assisted percutaneous segmental fixation from L2 to the ilium. Postoperative MRI demonstrated significant indirect decompression with a decrease in ligamentous buckling and restoration of the spinal canal cross-sectional area. The ligamentotaxis created by the height and lordosis restoration produced adequate decompression without resection of the ventral retropulsed fragments or posterior direct decompression. LESSONS This case illustrates that single-position lateral lumbar corpectomy can achieve indirect decompression while sparing the morbidity of an open posterior approach. To the authors’ knowledge, this is the first report with MRI evidence of indirect decompression following single-position lateral lumbar corpectomy. https://thejns.org/doi/10.3171/CASE26118
Does Characterization of Phenotypic Heterogeneity Provide Mechanistic Insights or Influence the Response to Treatment? Experience in Positive and Neutral Trials in Patients With Heart Failure and a Preserved Ejection Fraction
Packer, Milton , Schiattarella, Gabriele G. , Burkhoff, Daniel , Butler, Javed , Lam, Carolyn S.P. , Zannad, Faı̈ez , Vaduganathan, Muthiah , Borlaug, Barry A. , Petrie, Mark C , Burkhoff, Daniel , Butler, Javed , Lam, Carolyn S P , Zannad, Faiez , Vaduganathan, Muthiah , Borlaug, Barry A , Schiattarella, Gabriele G. , Packer, Milton , Petrie, Mark C.

Circulation | July 20, 2026 | Volume: 154 | Issue: 3 | Pages: 271-287

10.1161/circulationaha.126.079235 | PMID 42475435 Get It

At a time when there was no unifying hypothesis and no broadly effective treatments for heart failure with a preserved ejection fraction (HFpEF), it was proposed that HFpEF represented a multitude of different disorders. Accordingly, characterization of phenotypic heterogeneity was envisioned as a means of identifying novel causal pathways that could lead to new treatments while simultaneously discerning patients who would selectively benefit from a specific therapy. However, efforts over the past decade to characterize phenotypic diversity in diverse and complex ways have not achieved these goals. Subgroup analyses of neutral HFpEF trials have failed to reliably identify responders to treatments. Neither proteomics nor unsupervised cluster analysis across multiple phenotypic domains has yielded reproducible results (even in the same dataset), elucidated novel mechanistic pathways for new drug development, or identified patients most likely to benefit from treatment. In marked contrast to these efforts to characterize phenotypic heterogeneity, large-scale trials in HFpEF enrolled patients using broad eligibility criteria, and they established the benefits of sodium-glucose cotransporter 2 inhibitors and mineralocorticoid receptor antagonists without evidence for subgroup effects. However, it is noteworthy that patients enrolled in recent large-scale HFpEF trials were characterized by general uniformity with respect to the presence of excess adiposity, with central obesity being a feature of the vast majority of enrolled participants. Of note, patients with obesity showed particularly large benefits when treated with effective drugs for HFpEF. These observations raise the possibility that, if these trials had permitted the participation of patients with class III obesity or with lower natriuretic peptide levels, the magnitude of the observed treatment effects might have been greater than originally reported. These findings are consistent with a central role for visceral adiposity (and the secretion of an altered suite of adipokines) in the pathogenesis of HFpEF. Therefore, because the field of HFpEF has a unifying hypothesis (applicable to the large majority of patients), enrolled a broad population of patients in large-scale trials without subgroup interactions, and has several broadly applicable effective treatments (as is true for heart failure with a reduced ejection fraction), the motivation to characterize phenotypic heterogeneity in HFpEF in complex ways may no longer be supported or needed.
Seizure forecasting: The long and winding road to clinical translation
Stirling, Rachel E. , Cook, Mark , Goldenholz, Daniel M. , Rao, Vikram R. , Vieluf, Solveig , Brinkmann, Benjamin H. , Karoly, Phillipa J , Stirling, Rachel E , Cook, Mark J , Goldenholz, Daniel M , Baud, Maxime O , Rao, Vikram R , Vieluf, Solveig , Brinkmann, Benjamin H , Karoly, Philippa J. , Baud, Maxime O.

Epilepsia | July 20, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1002/epi.70394 | PMID 42474283 Get It

Abstract Seizure forecasting has progressed from theoretical aspiration to a rapidly advancing research domain, yet clinical translation remains limited. Over the past decades, advances in algorithm development, chronic electroencephalography (EEG), wearable sensors, and the characterization of seizure cycles have demonstrated that seizure risk is not random but fluctuates according to identifiable biological rhythms and patient‐specific patterns. Forecasting algorithms have shown promising performance across diverse retrospective datasets, including intracranial EEG, subscalp recordings, wearable physiological signals, and even self‐reported diaries. However, the clinical value of forecasting is contentious. Prospective real‐world validation and regulatory approval of patient‐facing forecasting systems remain rare. This review incorporates perspectives presented at the 5th International Congress on Mobile Health and Digital Technology in Epilepsy (2025). We examine barriers impeding clinical translation and current attempts to address them. Crucially, forecasting performance cannot be evaluated in isolation from intended use. Applications range from low‐risk uses, like scheduling diagnostic monitoring or visualization of historical trends, to higher risk interventions, including medication titration and adaptive neuromodulation. Each application entails distinct performance thresholds, ethical considerations, and regulatory requirements. Translational challenges include reliable seizure annotation, nonstationarity dynamics of biological cycles, and practical constraints for real‐time deployment. Ethical concerns center on miscalibrated reliance on low‐risk states, potential anxiety associated with high‐risk advisories, and the heterogeneity of patient preferences and risk tolerance. Regulatory pathways are likely to depend on clearly defined use cases and clinically meaningful endpoints, which may extend beyond seizure counts to include quality of life, anxiety, locus of control, and other patient‐reported outcomes. Ultimately, translation will require rigorous prospective evaluation against transparent benchmarks, sustainable scientific–commercial partnerships, and integration of probabilistic risk information into clinical workflows. With careful implementation, seizure forecasting may evolve from proof‐of‐concept research into a clinically meaningful component of epilepsy management, and we remain cautiously optimistic.