Citations

Clear

203 citation(s) found for "Zimmerman, R".

Plasma Phosphorylated Tau 217 to Identify Preclinical Alzheimer Disease
Janelidze, Shorena, Bali, Divya , Dolado, Anna Orduña , Binette, Alexa Pichet , Rahmouni, Nesrine , Blennow, Kaj, Doré, Vincent , Feizpour, Azadeh , Rowe, Christopher C., Villeneuve, Sylvia , Petersen, Ronald C., Jack, Clifford R. , Groups, ADNI, ALFA, and PREVENT-AD Study, Adegoke, Olusegun, Hussen, Kedir Adem, Aisen, Paul, Ajayi, Adeyinka, Amaza, Hannatu, Apostolova, Liana G. , Ashford, Miriam T. , Ayo, Omobolanle, Bernard, Marie , Bernhardt, Haley, Boatwright, Virginia, Borowski, Bret, Brylska, Magdalena, Buckholtz, Neil, Cabrera, Yuliana, Cairns, Nigel J. , Carrillo, Maria, Choe, Mark, Clanton, Taylor, Conti, Cat, Craft, Hannah, Crawford, Karen , DeCarli, Charles , Benedetto, Joseph Di, Diaz, Adam , Drake, Erin, Faber, Kelley, Felmlee, Joel P. , Fidell, Andrea, Flenniken, Derek , Fockler, Juliet , Forghanian-Arani, Arvin, Frank, R.T., Franklin, Erin , Glittenberg, Matt, Gunter, Jeff, Guzmán, Vanessa , Harvey, Danielle, Hedberg, Caitie, Hergesheimer, Lindsey, Hoang, Isabella, Jackson, Jonathan , Jagust, William, Jahanshad, Neda , Jenkins, Cecily, Jiménez, Gustavo , Jin, Chengshi , Kachaturian, Zaven, Kaddurah-Daouk, Rima, Kantarci, Kejal, Karlawish, Jason , Khachaturian, Zaven S., Knaack, Alexander , Korecka, Magdalena , Kormos, Adrienne, Germano, Kaori Kubo, Kwang, Winnie, Lacy, Kaci, Landau, Susan, Lopresti, Brian J. , Magana, Fabiola, Mahboubi, Payam, Malone, Ian G., Masliah, Eliezer , Masterman, Donna, Matoush, Leonard, Miller, Melanie J. , Molchan, Susan, Montine, Tom, Moore-Weiss, John, Neu, Scott, Nosheny, Rachel L. , Ogwang, Sheila, Okonkwo, Ozioma, Parkins, Shaniya, Perrin, Richard J. , Petersen, Ronald, Pizzola, Jeremy, Potter, Zoë, Potter, William Z., Rafii, Michael, Raman, Rema , Reyes, Calvin, Reyes, Denise , Robison, Justin , Chen, Stephanie Rossi, Ryan, Laurie, Sachdev, Pallavi, Saito, Naomi , Salazar, Jennifer, Thao, Mai Seng, Shaffer, Elizabeth , Shaw, Leslie M. , Silverberg, Nina, Strong, Joe, Talavera, Sandra , Taylor‐Reinwald, Lisa, Thal, Leon J., Thomas, Lisa , Thompson, Paul , Tosun, Duygu , Trojanowki, John Q., Sacrey, Diana Truran, Villemagne, Victor L. , Walter, Sarah , Wan, Yang , Ward, Chad, Webb, Caitlin, Weiner, Michael W. , Weisensel, Trinity, Zimmerman, Caileigh, Poirier, Judes, Breitner, John C.S. , Badawy, Mohamed , Baril, Andrée‐Ann, Aguilar, Ricardo A, Gorriti, Annabella B, Gispert, Lidia C, Martinez, Alba C, Iglesias, Ruth D, Julian, Sherezade F, Serra, P, González‐Escalante, Armand , Penas, Laura H, Rodriguez, Gema H, Ninou, Jordi H, Gamaz, Laura Iglesias, Knezevic, Iva, Alvarez, Paula M, Diaz, Tania M, Palacios, Eva , Ballester, A, Mendez, Sandra P, Freixedes, Laura Ros, Vila, Aleix S, Harster, Lluis S, Prat, Anna S, Jaramillo, Marc V, Jack, Clifford R , Feizpour, Azadeh , Doré, Vincent , Pichet Binette, Alexa , Salvadó, Gemma , Janelidze, Shorena , Therriault, Joseph , Brum, Wagner Scheeren , Stomrud, Erik , Mattsson, Niklas , Palmqvist, Sebastian , Coomans, Emma M. , Teunissen, Charlotte E. , Flier, Wiesje M. van der , Benzinger, Tammie L.S. , Gispert, Juan Domingo , Blennow, Kaj , Alcolea, Daniel , Fortea, Juan , Johnson, Sterling C. , Rosa-Neto, Pedro , Schindler, Suzanne E. , Suárez‐Calvet, Marc , Ossenkoppele, Rik , Hansson, Oskar , Groups, ADNI, ALFA, and PREVENT-AD Study, Aisen, Paul , Barnes, Lisa L. , Beckett, Laurel , Das, Sandhitsu R. , Donohue, Michael , Drake, Erin, Erickson, Claire M. , Fletcher, Evan M. , Arani, Arvin , Foroud, Tatiana , Fox, Nick C. , Frank, Richard, González, Hector, Green, Robert C. , Grill, Joshua D. , Harkins, Kristin , Ho, Carole , Hsiao, John , Jo, Taeho, Kaddurah‐Daouk, Rima , Kantarci, Kejal , Koeppe, Robert A. , Largent, Emily A. , Lee, Edward B. , Lee, Virginia M.‐Y. , Morris, John C. , Nho, Kwangsik T. , Nir, Talia M. , Nudelman, Kelly , Okonkwo, Ozioma, Petersen, Ronald, Rabinovici, Gil D. , Rafii, Michael S. , Reid, Robert, Reyes, Denise, Risacher, Shannon L. , Mindt, Mónica Rivera , Sachdev, Pallavi, Saykin, Andrew J. , Schwarz, Christopher G. , Senjem, Matthew L. , Li, Shen , Smith, Stephanie R. , Snyder, Peter J. , Thomopoulos, Sophia I. , Toga, Arthur W. , Vemuri, Prashanthi , Yushkevich, Paul A. , Badawy, Mohamed, Baillet, Sylvain , Minguillón, Carolina , Brugulat‐Serrat, Anna , Cacciaglia, Raffaele , Campo, Marta del , Pascual, Maria, Rodríguez‐Fernández, Blanca , Vilor‐Tejedor, Natàlia

Mayo Clinic

JAMA Neurology | September 15, 2025 | Volume: 82 | Issue: 11 | Pages: 1122

10.1001/jamaneurol.2025.3217 | PMID 40952756 Get It

Importance Advances in Alzheimer disease (AD) have shifted research focus to earlier disease stages, necessitating more scalable approaches to identify cognitively unimpaired individuals with amyloid β (Aβ) pathology. Objective To assess the utility of plasma phosphorylated tau 217 (p-tau217) for classifying Aβ status in cognitively unimpaired individuals, both as a stand-alone test and in a 2-step approach where positive plasma results were confirmed using a second modality (Aβ positron emission tomography [PET] or cerebrospinal fluid [CSF]). Design, Setting, and Participants This cross-sectional cohort study used data collected between June 2009 and March 2024. We included 2916 cognitively unimpaired participants from 12 international independent observational cohorts in the US, Europe, Australia, and Canada with available plasma p-tau217 levels and CSF or PET Aβ biomarkers. Performance comparisons between mass spectrometry and immunoassay-based p-tau217 measurements were also performed (n = 964). Exposures Plasma p-tau217 levels measured by immunoassay. Main Outcome and Measures Aβ status, determined by CSF or Aβ PET biomarkers. Results Participants had a mean (SD) age of 66.9 (9.9) years; 971 (33.3%) were Aβ positive by either CSF or PET, 1667 (57.2%) were women, and 1108 (38.1%) carried at least 1 APOE ε4 allele. As a stand-alone test, plasma p-tau217 achieved a positive predictive value (PPV) of 79% (95% CI, 74-84) and an overall accuracy of 81% (95% CI, 80-82). In a 2-step workflow, the PPV and accuracy significantly increased to 91% (95% CI, 86-95). While this approach required screening of 677 individuals with plasma p-tau217 to identify 100 Aβ-positive individuals, compared to 536 participants when using PET alone, it reduced the need for PET testing to 124. Immunoassays demonstrated comparable PPVs to mass spectrometry (80% [95% CI, 74-86] vs 85% [95% CI, 81-90]; P = .12) but significantly lower overall accuracy (82% [95% CI, 79-84]% vs 88 [95% CI, 86-90]; P < .001) and true Aβ-positive detection rate (49% [95% CI, 43-55] vs 69% [95% CI, 64-75]; P < .001). Conclusions and Relevance The findings highlight the potential of plasma p-tau217 as a stand-alone test—or when used in a sequential 2-step approach alongside PET or CSF testing—as a cost-effective, scalable, and minimally burdensome strategy for identifying preclinical AD. Tailored screening workflows that incorporate p-tau217 can improve efficiency in participant selection for preclinical AD trials and, in the future, help guide access to disease-modifying treatments.
Long‐Term Outcomes Following Left Atrial Appendage Occlusion in Medicare Beneficiaries: Outcomes From the National Cardiovascular Data Registry
Higgins, Angela Y. , Zimmerman, Sarah , Wang, Yongfei , Faridi, Kamil F. , Price, Matthew J. , Holmes, David R. , Curtis, Jeptha P. , Freeman, James V. , Friedman, Daniel J , Faridi, Kamil F , Price, Matthew J , Reddy, Vivek Y , Holmes, David R , Curtis, Jeptha P , Freeman, James V , Higgins, Angela Y. , Reddy, Vivek Y.

Mayo Clinic

Journal of the American Heart Association | August 6, 2025 | Volume: 14 | Issue: 16 | Pages: No page available

10.1161/jaha.124.039780 | PMID 40767285 Get It

Background Percutaneous left atrial appendage occlusion (LAAO) is an alternative to long‐term anticoagulation for preventing ischemic stroke in patients with atrial fibrillation. There are limited long‐term outcomes data for “real‐world” patients undergoing LAAO. Methods We performed a retrospective cohort study using the National Cardiovascular Data Registry LAAO registry from January 1, 2016, through December 31, 2019. We linked LAAO data to inpatient Medicare fee‐for‐service claims data using probabilistic matching to establish a cohort of patients 65 years and older undergoing LAAO with a WATCHMAN device. The primary outcomes were any stroke and all‐cause mortality. Results A total of 34 975 patients with a mean±SD CHA 2 DS 2 ‐VASc (congestive heart failure, hypertension, age ≥75 years, diabetes, previous stroke or transient ischemic attack, vascular disease, age 65 to 74 years, and sex category) score of 4.7±1.4 were included. The median follow‐up was 2.8 years (interquartile range, 2.2–3.7 years). The cumulative incidence of any stroke was 1.57 per 100 person‐years (95% CI, 1.45–1.70), with a 1‐year and 5‐year any stroke estimate of 1.70% (95% CI, 1.57–1.84%) and 5.70% (95% CI, 5.37–6.05%), respectively. The cumulative incidence of ischemic stroke was 1.36 per 100 person‐years (95% CI, 1.25–1.48), with a 1‐year and 5‐year ischemic stroke estimate of 1.42% (95% CI, 1.30–1.54%) and 5.03% (95% CI, 4.71–5.36%), respectively. The cumulative incidence of death was 10.82 per 100 person‐years (95% CI, 10.49–11.13), with a 5‐year mortality estimate of 44.34% (95% CI, 43.35–45.23%). Conclusions Long‐term stroke rates in a large nationally representative cohort of Medicare patients following LAAO were low and durably consistent during long‐term follow‐up despite a high thromboembolic risk. High mortality rates in this elderly population underscore the importance of incorporating patient values and preferences when considering LAAO.
Inadequately Controlled Type 2 Diabetes and Hypercortisolism: Improved Glycemia With Mifepristone Treatment
DeFronzo, Ralph A. , Fonseca, Vivian , Aroda, Vanita R. , Auchus, Richard J. , Busch, Robert S. , Buse, John B. , Christofides, Elena A. , Eilerman, Bradley , Findling, James W. , Handelsman, Yehuda , Miller, Harold J., Ownby, Jonathan G., Parker, John C. , Philis‐Tsimikas, Athena , Rosenstock, Julio , Shanik, Michael H., Sloan, Lance Alan , Shambharkar, Samir, Tudor, Iulia Cristina , Schlafly, Tina K. , Einhorn, Daniel , Investigators*, CATALYST, Kruszon, Lauren, Fruiterman, Abbey, Heidarpour, Narges, Ownby, Jonathan G., Stephens, Nashia, Gyurko, Rita, Rao, Pratibha, Paulus, Kelly, Kipnes, Mark, Ryan, Terri, Iannuzzi, Lisa, Centeno, Gloria, Castro-Revoredo, Iris, Eskeland, Andrew, Swerdloff, Ronald S., Ruiz, Elizabeth, Park, Jean, Hurtado, Maria, Ghazi, Adline , Hamm, M., Ducote, Rosina, Blonde, Lawrence , Williams, Shannon, Wyne, Kathleen , Aldrich, Lindsey, Ahmann, Andrew , Branigan, Deborah , Nakhle, Samer, Sandry, Sasha, Rosal, Rosario, Hardy, Cashmere, Sloan, Lance , Sloan, Kátia Portero , Lerman, Sam, Simmons, Mary, Varela, Tamara Blanco, Gassaway, Franziska, Puckett, Curtiss, Atkinson, Karen, Zimmerman, Michael, Jacobsen, Colleen, Wenker, Matthew, Schultz, Austin, Lender, Dan, Camacho, Allison, Leibowitz, Mark D., Sánchez, Rosario, Delgado, John , Jaasko, Kari, Hsia, Stanley H. , Rodríguez, Cecilia, Guzman, David , Garibay, Lourdes, Chang, Margaret, Nixon, Tatyana, Buse, John B , Christofides, Elena A , Eilerman, Bradley , Handelsman, Yehuda , Kahn, Steven , Rosenstock, Julio , Umpierrez, Guillermo E. , Schlafly, Tina K , Philis-Tsimikas, Athena , DeFronzo, Ralph A , Fonseca, Vivian , Bailey, Timothy S. , Bancos, Irina , Kahn, Steven E. , Pratley, Richard E. , Shambharkar, Samir, Investigators*, CATALYST, Ownby, Jonathan G., Centeno, Gloria, Castro-Revoredo, Iris, Ruiz, Elizabeth, Aldrich, Lindsey, Botte, Jennifer, Hardy, Cashmere, Martin, Maria Jesus , Lovre, Dragana , Simmons, Mary, Pop‐Busui, Rodica , Zimmerman, Michael, Wenker, Matthew, Schultz, Austin, Chang, Margaret, Nixon, Tatyana

Mayo Clinic

Diabetes Care | June 23, 2025 | Volume: 48 | Issue: 12 | Pages: 2036-2044

10.2337/dc25-1055 | PMID 40550011 Get It

OBJECTIVE In many individuals, type 2 diabetes (T2D) remains poorly controlled despite taking multiple glucose-lowering therapies. Several studies have demonstrated that endogenous hypercortisolism is prevalent among these individuals. We tested whether cortisol-directed therapy improves their glycemic control. RESEARCH DESIGN AND METHODS In this prospective, multicenter, double-blind study, 136 individuals with T2D (hemoglobin A1c [HbA1c] 7.5%–11.5% [58–102 mmol/mol] on multiple medications) and hypercortisolism (by dexamethasone suppression test) were randomized 2:1 to the glucocorticoid receptor antagonist mifepristone (300–900 mg once daily; n = 91) or placebo (n = 45) for 24 weeks, with stratification by presence/absence of an adrenal imaging abnormality. The primary end point was the change in HbA1c. Secondary end points included changes in glucose-lowering medications, weight, and waist circumference and safety. RESULTS Mean baseline HbA1c in the study cohort was 8.55% (69.9 mmol/mol). At 24 weeks, the least squares mean (LSM) difference from placebo in HbA1c was −1.32% (95% CI −1.81 to −0.83; P < 0.001). Participants receiving mifepristone experienced reductions in body weight and waist circumference (placebo-adjusted LSM differences of −5.12 kg [95% CI −8.20 to −2.03] and −5.1 cm [−8.23 to −1.99], respectively). Of participants on mifepristone, 46% discontinued therapy, compared with 18% on placebo. Adverse events with mifepristone (>10% of participants) included hypokalemia, fatigue, nausea, vomiting, headache, peripheral edema, diarrhea, and dizziness, consistent with mifepristone’s known tolerability profile. Increases in blood pressure also occurred. CONCLUSIONS In individuals with inadequately controlled T2D and hypercortisolism, cortisol-directed medical therapy with mifepristone reduced HbA1c, with a manageable tolerability profile.
Frequency and Clinical Outcomes Associated With Tau Positron Emission Tomography Positivity
Raghavan, Sheelakumari, Costoya‐Sánchez, Alejandro , Mainta, Ismini , Rodríguez-Fonseca, Omar Darío, Perissinotti, Andrés , Gu, Yuna , Yun, Jihwan, Peretti, Débora Elisa , Aguiar, Pablo , Bischof, Gérard N. , Seo, Sang Won , Villeneuve, Sylvia , O’Brien, John T. , Jagust, William, Frisoni, Giovanni B. , Soleimani‐Meigooni, David N. , Carrillo, Marı́a C., Joie, Renaud La , Rabinovici, Gil D. , Apostolova, Liana G. , Pontecorvo, Michael J. , Johnson, Keith A. , Weiner, Michael W. , Petersen, Ronald C., Jack, Clifford R. , Schöll, Michael , Labonté, Anne , Faubert, Anne‐Marie, Mathieu, Axel, Madjar, Cécile , Carrier, Charles Edouard, Kazazian, Christina, Lepage, Claude, Maillet, David , Michaud, Diane, Couture, Doris, Dea, Doris, Courcot, Blandine, Debacker, Clément , Fontaine, David, Knopman, David S. , Multhaup, Gerhard, Maltais, Jean‐Robert, Breitner, John C.S. , Poirier, Judes, Cheewakriengkrai, Laksanun, Sager, Mark A., Dauar‐Tedeschi, Marina, Rajah, Natasha, Aisen, Paul, Toussaint, Paule‐Joanne , Pierre, Bellec, Kostopoulos, Penelope, Étienne, Pierre , Tariot, Pierre N. , Orban, Pierre , Hoge, Rick, Thomas, Ronald J. , Gauthier, Serge , Craft, Suzanne , Montine, Thomas J. , Nair, Vasavan, Bohbot, Véronique D. , Venugopalan, Vinod, Ituria‐Medina, Yasser, Khachaturian, Zaven S., Teigner, Eduard, Anthal, Elena, Yu, Elsa, Ferdinand, Fabiola, Pogossova, Galina, Mayrand, Ginette, Duclair, Guerda, Gagné, Guylaine, Newbold‐Fox, Holly, Leppert, Illana, Tremblay‐Mercier, Jennifer , Frenette, Joanne, Frappier, Josée, Kat, Justin, Miron, Justin , Wan, Karen, Mahar, Laura, Carmo, Leopoldina, Théroux, Louise, Dufour, Marianne, Lafaille‐Magnan, Marie‐Élyse, Savard, Mélissa, Tuwaig, Miranda, Petkova, Mirela, Rioux, Pierre, Meyer, P.T., El‐Khoury, Rana, Gordon, Renee, Giles, Renuka, Das, Samir, Wang, Seqian, Tabrizi, Shirin , Mathotaarachchi, Sulantha , Dubuc, Sylvie, Lee, Tanya , Beaudry, Thomas, Gervais, Valérie, Pagé, Véronique, Desautels, René, Benbouhoud, Fatiha, Saint‐Fort, Eunice Farah, Verfaillie, Sander C.J. , Farzin, Sarah , Salaciak, Alyssa , Tullo, Stéphanie , Daoust, Leslie‐Ann, Köbe, Theresa , McSweeney, Melissa, Nilsson, Nathalie , Pishnamazi, Morteza, Bedetti, Christophe , Hudon, Louise, Greco, Claudia, Chapleau, Marianne , St‐Onge, Frédéric , Boutin, Sophie , Geddes, Maiya R. , Ducharme, Simon , Jean, Gabriel, Sylvain, Elisabeth, Élie, Marie‐Josee, Leblond‐Baccichet, Gloria, Soucy, Jean‐Paul , Ozlen, Hazal , Bailly, Julie, Mohammediyan, Béry, Chen, Yalin , Remz, Jordana, Rentz, Dorene M., Amariglio, Rebecca E. , Blacker, Deborah , Chhatwal, Jasmeer P. , Dickerson, Brad C., Donovan, Nancy J. , Farrell, Michelle E. , Gómez, Cristina Lois, Marshall, Gad A. , Oaoo, Kate, Price, Julie, Prokopiou, Prokopis C. , Reynolds, Gretchen , Skylar-Scott, Irina A., Vila‐Castelar, Clara , Yang, Hyun‐Sik , Trojanowki, John Q., Green, Robert C, Perrin, Richard J. , Shaw, Leslie M. , Potter, William Z. , Bernard, Marie , Jackson, Jonathan, Masliah, Eliezer , Masterman, Donna, Okonkwo, Ozioma, Ryan, Laurie, Silverberg, Nina, Fleisher, Adam , Fockler, Juliet , Conti, Cat, Jin, Chengshi , Nosheny, Rachel L. , Ashford, Mariam, Flenniken, Derek , Kormos, Adrienne, Montine, Tom, Rafii, Michael, Raman, Rema , Gessert, Devon, Salazar, Jennifer, Zimmerman, Caileigh, Cabrera, Yuliana, Walter, Sarah , Miller, Garrett, Coker, Godfrey, Clanton, Taylor, Hergesheimer, Lindsey, Smith, Stephanie , Adegoke, Olusegun, Mahboubi, Payam, Moore, Shelley, Pizzola, Jeremy, Shaffer, Elizabeth , Harvey, Danielle, Forghanian-Arani, Arvin, Borowski, Bret, Ward, Chad, Gunter, Jeff, Kantarci, Kejal, Thompson, Paul , Jahanshad, Neda , DeCarli, Charles , Knaack, Alexander , Fletcher, Evan, Chen, Stephanie R, Choe, Mark, Crawford, Karen , Yuschkevich, Paul A, Reiman, Eric M. , Mathis, Chet, Landau, Susan , Cairns, Nigel J. , Householder, Erin, Franklin, Erin , Bernhardt, Haley, Taylor‐Reinwald, Lisa, Korecka, Magdalena , Figurski, Michal, Neu, Scott, Nho, Kwangsik, Foroud, Tatiana M., Faber, Kelley , Wilmes, Kristi, Thal, Leon J., Dage, Jeffrey L. , Eloyan, Ani , Hammers, Dustin B. , Kirby, Kala, Kramer, Joel, Legarde, Julien, Murray, Melissa E., Newell, Kathy L. , Taurone, Alexander, Thangarajah, Maryanne, Touroutoglou, Alexandra , Clark, David , Day, Gregory S, Duara, Ranjan , Graff-Radford, Neill R, Grant, Ian , Masdeu, Joseph C. , Mendez, Mario F. , Onyike, Chiadi U. , Riddle, Meghan , Rogalskı, Emily , Salloway, Steven, Sha, Sharon J. , Carrillo, María C. , O'Brien, John Tiernan , Jack, Clifford R , Schöll, Michael , La Joie, Renaud , Rabinovici, Gil D , Dage, Jeffrey L , Rial, Alexis Moscoso , Heeman, Fiona , Raghavan, Sheelakumari , Essen, Martijn van , Camacho, Valle , Silva‐Rodríguez, Jesús , Ribaldi, Federica , Coomans, Emma M. , Brum, Wagner Scheeren , Grothe, Michel J. , Drzezga, Alexander E. , Malpetti, Maura , Rowe, James B. , Giessen, Elsmarieke van de , Ossenkoppele, Rik , Smith, Ruben , Hansson, Oskar , Garibotto, Valentina , Dickerson, Bradford Clark , LaMontagne, Pamela , Sperling, Reisa Anne , Vemuri, Prashanthi , Tam, Angela , Binette, Alexa Pichet , Dansereau, Christian , Picard, Cynthia , Michaud, Diane, Couture, Doris, Cuello, A. Claudio , Barkun, Alan , Evans, Alan Charles , Tardif, Christine Lucas , Knopman, David S. , Near, Jamie , Leoutsakos, Jeannie‐Marie , Brandt, Jason , Pruessner, Jens C. , Morris, John C. , Collins, D. Louis , Chakravarty, M. Mallar , Eisenberg, Mark Jeffrey , Rajah, Maria Natasha , Rosa-Neto, Pedro , Bellec, Pierre , Thomas, Ronald, Fonov, Vladimir , Vallee, Isabelle, Vogel, Jacob W. , Dadar, Mahsa , Appleby, Melissa , Meyer, Pierre‐François, Gonneaud, Julie , Pascoal, Tharick Ali , Vachon‐Presseau, Étienne , Spreng, R. Nathan , Rentz, Dorene M. , Buckley, Rachel F. , Gagliardi, Geoffroy Pierre , Gatchel, Jennifer R. , Guzmán‐Vélez, Edmarie , Jacobs, Heidi I.L. , Jutten, Roos J. , Pardilla‐Delgado, Enmanuelle , Price, Julie C. , Quiroz, Yakeel T. , Schultz, Aaron P. , Schultz, Stephanie A. , Sepulcre, Jorge , Vannini, Patrizia , Toga, Arthur W. , Beckett, Laurel , Saykin, Andrew J. , Potter, William, Barnes, Lisa L. , Gonzalez, Hector, Ho, Carole , Hsiao, John , Jackson, Jonathan , Veitch, Dallas P. , Neuhaus, John M , Rafii, Michael S. , Jimenez‐Maggiora, Gustavo Adolfo , Donohue, Michael , Arani, Arvin , Schwarz, Christopher G. , Jones, David T. , Kantarci, Kejal , Senjem, Matthew L. , Reid, Robert I. , Fox, Nick C. , Malone, Ian B. , Thomopoulos, Sophia I. , Nir, Talia M. , Tosun, Duygu , Das, Sandhitsu R. , Koeppe, Robert A. , Chen, Kewei , Risacher, Shannon L. , Shen, Li , Nudelman, Kelly , Ghetti, Bernardino , Grinberg, Lea T. , Hammers, Dustin B , Kirby, Kala, Kukull, Walter A. , Murray, Melissa E. , Polsinelli, Angelina J. , Atri, Alireza , Duara, Ranjan , Graff‐Radford, Neill R. , Honig, Lawrence S. , Johnson, Erik C. B. , Masdeu, Joseph C , Musiek, Erik , Salloway, Steve , Turner, Raymond Scott , Wingo, Thomas S , Wolk, S. J. , Womack, Kyle

Mayo Clinic

JAMA | June 16, 2025 | Volume: 334 | Issue: 3 | Pages: 229

10.1001/jama.2025.7817 | PMID 40522652 Get It

Importance Tau positron emission tomography (PET) allows in vivo detection of neurofibrillary tangles, a core neuropathologic feature of Alzheimer disease (AD). Objective To provide estimates of the frequency of tau PET positivity and its associated risk of clinical outcomes. Design, Setting, and Participants Longitudinal study using data pooled from 21 cohorts, comprising a convenience sample of 6514 participants from 13 countries, collected between January 2013 and June 2024. Cognitively unimpaired individuals and patients with a clinical diagnosis of mild cognitive impairment (MCI), AD dementia, or other neurodegenerative disorders were included. Exposures Tau PET with flortaucipir F 18, amyloid-β (Aβ) PET, and clinical examinations. Tau PET scans were visually rated as positive according to a US Food and Drug Administration– and European Medicines Agency–approved method, designed to indicate the presence of advanced neurofibrillary tangle pathology (Braak stages V-VI). Main Outcomes and Measures Frequency of tau PET positivity and absolute risk of clinical progression (eg, progression to MCI or dementia). Results Among the 6514 participants (mean age, 69.5 years; 50.5% female), median follow-up time ranged from 1.5 to 4.0 years. Of 3487 cognitively unimpaired participants, 349 (9.8%) were tau PET positive; the estimated frequency of tau PET positivity was less than 1% in those aged younger than 50 years, and increased from 3% (95% CI, 2%-4%) at 60 years to 19% (95% CI, 16%-24%) at 90 years. Tau PET positivity frequency estimates increased across MCI and AD dementia clinical diagnoses (43% [95% CI, 41%-46%] and 79% [95% CI, 77%-82%] at 75 years, respectively). Most tau PET–positive individuals (92%) were also Aβ PET positive. Cognitively unimpaired participants who were positive for both Aβ PET and tau PET had a higher absolute risk of progression to MCI or dementia over the following 5 years (57% [95% CI, 45%-71%]) compared with both Aβ PET–positive/tau PET–negative (17% [95% CI, 13%-22%]) and Aβ PET–negative/tau PET–negative (6% [95% CI, 5%-8%]) individuals. Among participants with MCI at the time of the tau PET scan, an Aβ PET–positive/tau PET–positive profile was associated with a 5-year absolute risk of progression to dementia of 70% (95% CI, 59%-81%). Conclusions and Relevance In a large convenience sample, a positive tau PET scan occurred at a nonnegligible rate among cognitively unimpaired individuals, and the combination of Aβ PET positivity and tau PET positivity was associated with a high risk of clinical progression in both preclinical and symptomatic stages of AD. These findings underscore the potential of tau PET as a biomarker for staging AD pathology.
Predictors of outcomes in advanced non-small cell lung cancer treated with pembrolizumab maintenance
Velcheti, Vamsidhar , Sun, Xuezheng , Hanna, Maya , Zimmerman, Nicole M. , Singh, W, Shah, Manasee V. , Zhu, Xinmei , Liao, Anne P., Altan, Mehmet , Liao, Anne

Mayo Clinic

The Oncologist | June 11, 2025 | Volume: 30 | Issue: 8 | Pages: No page available

10.1093/oncolo/oyaf070 | PMID 40853136 Get It

Abstract Background Real-world first-line maintenance (1LM) treatment data are limited for advanced/metastatic non-small cell lung cancer (a/mNSCLC). Materials and Methods In this electronic health record-derived, deidentified database study, eligible patients (≥18 years; diagnosed with stage III/IV non-small cell lung cancer [June 1, 2017-September 30, 2021]) initiated pembrolizumab-based 1LM after 4-6 cycles of first-line (1L) platinum-based chemotherapy-pembrolizumab ± pemetrexed. Study outcomes were real-world time to next treatment or death (rwTTNTD), overall survival (rwOS), and predictors of outcomes. Results Of 1944 patients analyzed (median follow-up, 12.2 months), 51.9% received 1LM pembrolizumab-pemetrexed and 48.1% pembrolizumab monotherapy. Median rwTTNTD and rwOS were 9.2 (95% CI: 8.5-9.8) and 18.7 (95% CI: 17.7-20.3) months, respectively. In multivariable analyses, factors significantly associated with shorter rwTTNTD included 5%-<10% (hazard ratio [HR], 1.34; 95% CI: 1.17-1.54) or ≥10% (HR, 1.69; 95% CI: 1.42-2.01) weight loss during 1L versus 0% or <5% weight loss. Programmed death-ligand 1 (PD-L1) expression 1%–49% (HR, 0.81; 95% CI: 0.71-0.93) or ≥50% (HR, 0.55; 95% CI: 0.47-0.64) and female sex (HR, 0.85; 95% CI: 0.75-0.95) were significantly associated with longer rwTTNTD. These variables were also significantly associated with shorter (weight loss 5%-<10%: HR, 1.52; 95% CI: 1.30-1.77; ≥10% HR, 2.06; 95% CI: 1.71-2.48) and longer rwOS (PD-L1 expression: 1%-49% HR, 0.84; 95% CI: 0.72-0.98; ≥ 50% HR, 0.57; 95% CI: 0.48-0.68; female sex: HR, 0.81; 95% CI: 0.71-0.92). Conclusions Predictors of real-world clinical outcomes included 1L treatment, weight loss, PD-L1 status, and sex. Poor outcomes persisted despite immunotherapy-based 1LM availability, revealing an unmet need in this population.
Dysregulated Tricarboxylic Acid Cycle Metabolism Is Associated With Right Ventricular Maladaptation in Pulmonary Vascular Disease
Rosen, Darin , Kolb, Todd M. , Mathai, Stephen C. , Suresh, Karthik , D’Amico, Rachel, Hsu, Steven , Tedford, Ryan J. , Hemnes, Anna R. , Leopold, Jane A. , Horn, Evelyn M. , Erzurum, Serpil C. , Beck, Gerald J. , Hill, Nicholas S. , Farha, Samar , Grünig, Gabriele , Jellis, Christine , Kwon, Deborah , Park, Margaret , Xiao, L, Fessel, Jeffrey , Fu, Yongping , Postow, Lisa, Schmetter, Barry, Sutliff, R, Tian, Xuefei , Joseloff, Elizabeth, Wong, Brenda , Lawler, Laurie, Maron, B, Haythe, Jennifer , Krishnan, Udhay , Payne, David A., Bergman, Geoffrey , Bastert, K, Devereux, Richard B. , Kim, Ju Youn , Lohman, Julia, Racanelli, Alexandra C. , Ricketts, Michelle L., Sobol, Irina , Singh, Harsimran , Weinsaft, Jonathan W. , Mathai, S.C. , Carey, Kyle A. , Damico, Rachel L. , Enobun, Blessing , Sanni, Y, Brock, Heinz, Durst, Louise A., Head, Denise , Foley, Thomas A. , Gochanour, Benjamin R. , Halbach, H, Krowka, Michael J. , Menon, David K. , Park, Gyu Tae , Redfield, Margaret M. , Rohwer, Kristi, Williamson, Eric E. , Vanderpool, R, Yuan, Jason X.‐J. , Lim, C.S., Abidov, Aiden , Erickson, Harold , Cunningham, James M. , Pugh, Meredith E., Robbins, Ivan M. , Beck, Gerald J. , Aldred, Micheala A. , Asosingh, Kewal, Aylor, Joan, Beck, B, Borowski, A, Collart, Clara, Comhair, S.A.A., Drinko, Jeanne K., Finet, J. Emanuel , Flinn, Aisling M. , Geraci, M, Jacob, Miriam , Kanta, Alexandra, Larive, Brett , Lempel, Jason K. , Li, Minghui , MacKrell, J., Neumann, D., Nawabit, R, Odabashian, Jill, Olman, Mitchell A. , Park, M, Radeva, Milena , Renapurkar, R, Sharp, Jacqueline, Sherer, Stefan, WHW, Tang, Thomas, Jason , Wadih, K, Wells, Simon P. , Wilcox, Jane, Yu, S, Rounds, Sharon , Bull, Todd , Cadigan, John B., Rosen, Darin T , Rosenzweig, Erika B , Rischard, Franz P , Frantz, Robert P , Beck, Gerald J , Hill, Nicholas S , Barnard, John , Grunig, Gabriele , Jellis, Christine L , Kwon, Deborah H , Mehra, Reena , Park, Margaret M , Tang, W H Wilson , Hassoun, Paul M , Simpson, Catherine E , Hemnes, Anna , Horn, Evelyn M , Leopold, Jane A , Tedford, Ryan J , Mathai, Stephen C , Hsu, Steven , Rosenzweig, Erika B. , Rischard, Franz , Frantz, Robert P. , Barnard, John , Mehra, Reena , Tang, W.H. Wilson , Hassoun, Paul M. , Simpson, Catherine E. , Xiao, L, Fu, Y‐P, Gray, Michael P. , Wong, B, Waxman, Aaron B. , Systrom, David M , Brady, David J. , Chung, Wendy K. , Payne, D, Karas, Maria , Lohman, J, Ricketts, M, Balasubramanian, A, Carey, K, Gao, Lei , Halushka, Marc K. , Kass, David A. , Lin, Ting‐Tse , Mukherjee, Monica , Roth, J, Sanni, Y, Weiss, Robert E. , Zimmerman, Stefan L , Behfar, Atta , Borlaug, Barry A. , Brock, H Du, Head, D, Kane, Garvan C. , Sands, T. , Scott, Christopher G. , Terzic, André , Williamson, E, Garcia, Joe G. N. , Lim, C, Desai, Akshay S , Hansen, L, Newman, J, Brittain, Evan L , Cheng, Feixiong , Filippo, F Di, Flinn, A, Hu, Bo , Jaber, Wael A. , Kanta, A, Martín, Maite Velázquez , McCarthy, Kevin , Ramos, J, Wiggins, K, Willard, Belinda B. , Benza, Raymond L. , Fang, James C. , Gomberg‐Maitland, Mardi

Mayo Clinic

Journal of the American Heart Association | May 22, 2025 | Volume: 14 | Issue: 11 | Pages: No page available

10.1161/jaha.124.041127 | PMID 40401597 Get It

Background Right ventricular (RV) maladaptation to elevated pulmonary afterload is the primary determinant of outcomes in pulmonary artery (PA) hypertension; however, the pathobiological mechanisms underlying RV decompensation remain poorly understood. Methods We performed global untargeted metabolomics on plasma from 55 patients who underwent gold‐standard RV‐PA coupling measurements using multibeat pressure volume loop assessment in a single‐center cohort and from 1027 patients with coupling surrogate measurements in a larger multicenter cohort, the PVDOMICS (Pulmonary Vascular Disease Phenomics) study. Age and sex‐adjusted linear regression was performed to identify associations between metabolites and coupling metrics. Additionally, we performed a metabolic flux analysis using gene expression data from RV tissue in an independent cohort of 32 patients. Partial least squares–discriminant analysis was used to identify metabolites and reactions characteristic of the decompensated RV. Results RV‐PA coupling was negatively associated with tricarboxylic acid (TCA) cycle intermediate levels. Specifically, plasma α‐ketoglutarate and fumarate were significantly associated with all coupling metrics in both cohorts. Metabolic flux analysis indicated that decompensated RVs exhibited aberrant TCA cycle activity, including reduced acetyl coenzyme A entry and increased lactate elimination, suggesting a shift from the TCA cycle toward glycolysis at the RV tissue level. Conclusions We identify an association between circulating TCA cycle intermediate levels and RV‐PA uncoupling in 2 independent cohorts, and dysregulated TCA cycle metabolism in decompensated PA hypertension RVs, suggesting that aberrant TCA cycle metabolism could represent a hallmark of RV maladaptation in PA hypertension. Further study of this pathway is warranted to develop novel biomarkers of RV function or RV‐targeted therapies.
Prevalence of Hypercortisolism in Difficult-to-Control Type 2 Diabetes
Buse, John B. , Kahn, Steven E. , Aroda, Vanita R. , Auchus, Richard J. , Busch, Robert S. , Christofides, Elena A. , DeFronzo, Ralph A. , Eilerman, Bradley , Findling, James W. , Handelsman, Yehuda , Miller, Harold J., Ownby, Jonathan G., Parker, John C. , Philis‐Tsimikas, Athena , Rosenstock, Julio , Shanik, Michael H., Sloan, Lance L., Tudor, Iulia Cristina , Schlafly, Tina K. , Einhorn, Daniel , Investigators*, CATALYST, Kruszon, Lauren, Fruiterman, Abbey, Handelsman, Yehuda, Heidarpour, Narges, Ownby, Jonathan G., Stephens, Nashia, Aroda, Vanita R., Gyurko, Rita, Rao, Pratibha, Paulus, Kelly, Kipnes, Mark, Ryan, Terri, Shanik, Michael H., Iannuzzi, Lisa, Umpierrez, Guillermo, Centeno, Gloria, Eskeland, Andrew, Swerdloff, Ronald S., Ruiz, Elizabeth, Park, Jean, Hurtado, Maria, Ghazi, Adline , Hamm, M., Ducote, Rosina, Blonde, Lawrence , Williams, Shannon, Wyne, Kathleen , Aldrich, Lindsey, Ahmann, Andrew , Branigan, Deborah , Nakhle, Samer, Sandry, Sasha, Rosal, Rosario, Hardy, Cashmere, Sloan, Lance , Sloan, Kátia Portero , Lerman, Sam, Simmons, Mary, Auchus, Richard J., Varela, Tamara Blanco, Gassaway, Franziska, DeFronzo, Ralph A., Puckett, Curtiss, Atkinson, Karen, Zimmerman, Michael, Jacobsen, Colleen, Wenker, Matthew, Schultz, Austin, Lender, Dan, Camacho, Allison, Leibowitz, Mark D., Sánchez, Rosario, Delgado, John , Jaasko, Kari, Hsia, Stanley H. , Rodríguez, Cecilia, Guzman, David , Garibay, Lourdes, Chang, Margaret, Nixon, Tatyana, Christofides, Elena A , DeFronzo, Ralph A , Eilerman, Bradley , Fonseca, Vivian , Handelsman, Yehuda , Rosenstock, Julio , Umpierrez, Guillermo E. , Schlafly, Tina K , Philis-Tsimikas, Athena , Kahn, Steven , Buse, John B , Bailey, Timothy S. , Bancos, Irina , Fonseca, Vivian , Hamidi, Oksana , Pratley, Richard E. , Sloan, Lance L., Investigators*, CATALYST, Handelsman, Yehuda, Ownby, Jonathan G., Aroda, Vanita R., Shanik, Michael H., Umpierrez, Guillermo, Centeno, Gloria, Ruiz, Elizabeth, Aldrich, Lindsey, Botte, Jennifer, Hardy, Cashmere, Martin, Maria Jesus , Lovre, Dragana , Simmons, Mary, Auchus, Richard J., Pop‐Busui, Rodica , DeFronzo, Ralph A., Zimmerman, Michael, Wenker, Matthew, Schultz, Austin, Chang, Margaret, Nixon, Tatyana

Mayo Clinic

Diabetes Care | May 7, 2025 | Volume: 48 | Issue: 12 | Pages: 2012-2020

10.2337/dc24-2841 | PMID 40249765 Get It

OBJECTIVE Despite the use of multiple glucose-lowering medications, glycemic targets are not met in a significant fraction of people with type 2 diabetes. In this prospective, observational study we assessed the prevalence of hypercortisolism, a potential contributing factor to inadequate glucose control. RESEARCH DESIGN AND METHODS Individuals with type 2 diabetes and HbA1c 7.5%–11.5% (58–102 mmol/mol) on two or more glucose-lowering medications with or without micro-/macrovascular complications or taking multiple blood pressure–lowering medications were screened with a 1-mg dexamethasone suppression test. Common causes of false-positive DSTs were excluded. The primary end point was the prevalence of hypercortisolism, defined as post-DST cortisol >1.8 μg/dL (50 nmol/L). Characteristics associated with hypercortisolism were assessed with multiple logistic regression. The percentage and characteristics of participants with hypercortisolism and adrenal imaging abnormalities were also assessed. RESULTS Post-DST cortisol was unsuppressed in 252 of 1,057 participants (prevalence 23.8%; 95% CI 21.3, 26.5). Hypercortisolism prevalence was 33.3% among participants with cardiac disorders and 36.6% among those taking three or more blood pressure–lowering medications. Adrenal imaging abnormalities were reported in 34.7% of participants with hypercortisolism. Use of sodium–glucose cotransporter 2 inhibitors (odds ratio 1.558), maximum-dose glucagon-like peptide 1 receptor agonists (1.544), tirzepatide (1.981), or a higher number of blood pressure–lowering medications (1.390); older age (1.316); BMI <30 kg/m2 (1.639); non-Latino/Hispanic ethnicity (3.718); and use of fibrates (2.676) or analgesics (1.457) were associated with higher prevalence (all P < 0.03). CONCLUSIONS Hypercortisolism was associated with hyperglycemia in approximately one-quarter of individuals with inadequately controlled type 2 diabetes despite multiple medications.
ASRA Pain Medicine narrative review and expert practice recommendations for gastric point-of-care ultrasound to assess aspiration risk in medically complex patients undergoing regional anesthesia and pain procedures
Haskins, Stephen C. , Ledbetter, Leila , Arzola, Cristián , Hardman, H. David , Panzer, Oliver, Weber, Marissa M, Heinz, Eric , Boublik, Jan , Cubillos, Javier , Hernandez, Nadia , Zimmerman, Joshua , Perlas, Anahi , Arzola, Cristian , Hardman, David , Boublik, Jan , Cubillos, Javier , Perlas, Anahi , Bronshteyn, Yuriy S. , Kalagara, Hari , Weber, Marissa M

Mayo Clinic

Regional Anesthesia & Pain Medicine | April 18, 2025 | Volume: 51 | Issue: 7 | Pages: 723-745

10.1136/rapm-2024-106346 | PMID 40250977 Get It

Gastric point-of-care ultrasound (POCUS) may offer clinical value in assessing aspiration risk among medically complex patients undergoing regional anesthesia and pain procedures. While the American Society of Anesthesiologists (ASA) preoperative fasting guidelines primarily apply to healthy individuals, medically complex populations often present with differing gastric emptying and aspiration risk. This narrative review, conducted by the American Society of Regional Anesthesia and Pain Medicine (ASRA-PM), adhered to PRISMA guidelines and was registered with PROSPERO. It focused on seven medically complex patient groups: those who are pregnant, obese, diabetic, have gastroesophageal reflux disease (GERD), are receiving emergency care, are enterally fed, or are taking GLP-1 receptor agonists (GLP-1RA). Study quality was assessed using the Mixed Methods Appraisal Tool (MMAT). Practice recommendations were developed using an iterative expert consensus process, with final recommendations based on evidence strength, clinical relevance, and expert agreement. Findings support the use of gastric POCUS in patients in active labor, those undergoing urgent cesarean sections, and those with diabetes. Conditional support is given for obesity, emergency care, enteral feeding, and GLP-1RA use. Routine use is not recommended in non-laboring pregnancies, elective cesarean delivery, or GERD. While gastric POCUS may aid with aspiration risk evaluation, its use should complement clinical judgment. Implementation may be limited by practical and training constraints, requiring individualized decision-making. These recommendations serve as a foundation for future research and potential clinical guideline development. PROSPERO registration number: CRD42023445927.
Evaluation of an Automated Workstation for Aliquoting Whole Blood from Primary Sample Tubes
Zuckerman, Eric Zimmerman , Dukek, Brian A. , Hunsberger, Dee, Scheitz, Eric, Ward, A. H., Erickson, Steven, Hartman, Tom, Yiglletu, Martha, Baumann, N, Jannetto, Paul J. , Zimmerman Zuckerman, Eric , Dukek, Brian, Faber, Jennifer , Ward, Amanda, Baumann, Nikola, Jannetto, Paul, Faber, Jennifer, Ward, Amanda, Erickson, Steven, Hartman, Tom

Mayo Clinic

The Journal of Applied Laboratory Medicine | April 12, 2025 | Volume: 10 | Issue: 4 | Pages: 924-936

10.1093/jalm/jfaf035 | PMID 40219827 Get It

Abstract Background We evaluated the Tecan Fluent Mix and Pierce Workstation as an automated platform to aliquot directly from whole blood collection tubes. The Fluent Mix and Pierce Workstation uses the Tube Rotator™, an on-deck rotisserie, to keep whole blood in suspension, and 8 Piercing Tips™ to cross the pierceable caps of collection tubes to aliquot samples. Methods We performed accuracy and precision testing by aliquoting residual whole blood specimens into an on-deck gravimetric scale. To test carryover, we aliquoted alternating blanks and high calibrators for several analytes and performed mass spectrometry on the blanks. We performed 168 runs over a 21-day period to test the robustness of the platform. We aliquoted and analyzed 2 batches of samples on both our clinical platform and the Mix and Pierce Workstation to check concordance. Results We observed that the Fluent Mix and Pierce Workstation can aliquot 200 µL with 0.5% inaccuracy and 0.9%CV and can aliquot 300 µL with 0.1% inaccuracy and 0.7%CV. We were unable to detect any analyte carryover using mass spectrometry. We observed no hardware failures during the instrument stress test. Clinical comparison runs indicated that the performance of aliquots made on the Fluent Mix and Pierce Workstation was equivalent to that of aliquots made by our current clinical method. Conclusions Overall, our evaluation showed that the Tecan Fluent Mix and Pierce Workstation is a viable platform for aliquoting whole blood for downstream work flows and can eliminate labor-intensive sample decapping and recapping in high-throughput settings.
Guiding Principles for Data Sharing and Harmonization: Results of a Systematic Review and Modified Delphi From the Society of Critical Care Medicine Data Science Campaign
Armaignac, Donna Lee , Heavner, Smith F. , Rausen, Michelle , Zhang, Xiaohan Tanner , Al-Hakim, Tamara, Strekalova, Yulia Levites , Shah, Neel , Remy, Kenneth E. , Manion, Sean T. , Scruth, Elizabeth , Rincon, Teresa , Park, Soojin , Evans, Laura , Ozrazgat‐Baslanti, Tezcan , Murphy, David J. , Engel, Heidi J., Cobb, J. Perren , Clermont, Gilles , Park, Soojin , Laudański, Krzysztof , Haendel, Melissa , Kramer, Andrew A. , Herasevich, Vitaly , Sikora, Andrea , Khanna, Ashish K. , Zimmerman, Jerry J. , Reuter‐Rice, Karin

Mayo Clinic

Critical Care Medicine | February 21, 2025 | Volume: 53 | Issue: 3 | Pages: e619-e631

10.1097/ccm.0000000000006578 | PMID 39982146 Get It

OBJECTIVES: This study aimed to establish a set of guiding principles for data sharing and harmonization in critical care, focusing on the use of real-world data (RWD) and real-world evidence (RWE) to improve patient outcomes and research efficacy. The principles were developed through a systematic literature review and a modified Delphi process, with the goal of enhancing data accessibility, standardization, and interoperability across critical care settings. DATA SOURCES: Data sources included a comprehensive search of peer-reviewed literature, specifically studies related to the use of RWD and RWE in healthcare, guidelines, best practices, and recommendations on data sharing and harmonization. A total of 8150 articles were initially identified through databases such as MEDLINE and Web of Science, with 257 studies meeting inclusion criteria. STUDY SELECTION: Inclusion criteria focused on publications discussing health-related informatics, recommendations for RWD/RWE usage, data sharing, and harmonization principles. Exclusion criteria ruled out non-human studies, case studies, conference abstracts, and articles published before 2013, as well as those not available in English. DATA EXTRACTION: From the 257 selected studies, 322 statements were extracted. After removing irrelevant definitions and off-topic content, 232 statements underwent content validation and thematic analysis. These statements were then consolidated into 24 candidate guiding principles after rigorous review and consensus-building among the expert panel. DATA SYNTHESIS: A three-phase modified Delphi process was employed, involving a conceptualization group, a review group, and a Delphi group. In phase 1, experts identified key themes and search terms for the systematic review. Phase 2 involved validating and refining the prospective guiding principles, while phase 3 employed a Delphi panel to rate principles on acceptability, importance, and feasibility. This process resulted in 24 guiding principles, with high consensus achieved in rounds 2 and 3 on their relevance and applicability. CONCLUSIONS: The systematic review and Delphi process resulted in 24 guiding principles to improve data sharing and harmonization in critical care. These principles address challenges across the data lifecycle, including generation, storage, access, and usage of RWD and RWE. This framework is designed to promote more effective and equitable data practices, with relevance for the development of artificial intelligence-based decision support tools and clinical research. The principles are intended to guide the responsible use of data science in critical care, with emphasis on ethics and equity, while acknowledging the variability of resources across settings.