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1413 citation(s) found for "Yu, Chan".

Guidelines for Pediatric Radiotherapy Simulation: A Report From the Children's Oncology Group Radiation Oncology Discipline
Alaei, Parham , Mihalcik, Stephen, Baliga, Sujith , Kwok, Young , Casey, Dana L. , Ehler, Eric, Burton, Christiane, Breneman, John C., Haas-Kogan, D., Laack, Nadia N., Milgrom, Sarah, Hill‐Kayser, Christine, Kalapurakal, John A., Hua, Chia-Ho, Ehler, E , Casey, Dana L , Mihalcik, Stephen A. , Burton, Christiane Sarah , Breneman, John C. , Haas-Kogan, Daphne , Wolden, Suzanne L. , Paulino, Arnold C. , Laack, Nadia N. , Esiashvili, Natia , Hill‐Kayser, Christine E. , FitzGerald, Thomas J. , Kalapurakal, John A.

Mayo Clinic

Pediatric Blood & Cancer | July 28, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1002/1545-5017.70460 | PMID 42520295 Get It

ABSTRACT Pediatric radiation therapy presents unique challenges compared to adult treatments, including those of immobilization, potential need for sedation, and the critical importance of accurate, reproducible positioning. Additionally, heightened attention to imaging doses is necessary to minimize long‐term toxicity in survivors. Many of these challenges must be addressed during the process of simulation. This report provides guidelines for pediatric radiotherapy simulation from the Children's Oncology Group. These guidelines cover all anatomic sites and include recommendations for photon and proton therapies, as well as specialized procedures such as stereotactic body radiation therapy, brachytherapy, and total body irradiation. These guidelines are presented as recommendations rather than prescriptive standards as the practice will vary depending on patient age, diagnosis, clinical judgment, and institutional resources.
Modern Concepts in Precision Targeting of Acute Myeloid Leukemia Based on Principles of Molecular Oncology
Yuan, Robert , Mariano, Melissa, Cachia, David , Badar, Talha , Patel, Shyam A. , Badar, Talha , Patel, Shyam A

Mayo Clinic

Cancers | July 20, 2026 | Volume: 18 | Issue: 14 | Pages: 2329

10.3390/cancers18142329 | PMID 42512392 Get It

Acute myeloid leukemia (AML) pathogenesis is deeply rooted in the concept of clonal evolution, in which hematopoietic stem cells experience an initial genetic insult, followed by the sequential acquisition of mutations leading to various disease phenotypes. Through natural selection, a malignant clone can diversify and propagate with time. Aside from clonal evolution, a number of time-honored principles of molecular oncology account for the initiation and maintenance of AML. These principles include loss of heterozygosity, genomic instability, epigenomic disruption, deregulation of signaling pathways, anti-apoptotic mechanisms, and oncogene addiction. Such tenets of cancer biology not only explain AML cellular behavior but also may inform target validation in AML. Herein, we highlight the current state of targeted therapeutics, including the 14 novel agents (beyond 7+3 chemotherapy) approved by the Food and Drug Administration, in the context of these tenets and discuss future prospects by leveraging current knowledge of AML genomics. Such therapeutic concepts, including synthetic lethality, are especially relevant to TP53-mutant AML, as there are no unique therapies that have received regulatory approval for this subset to date. We emphasize the emerging role of single-cell genomics and multi-omics toward better understanding of AML biology and development of future successful AML therapies.
Comprehensive analysis of prognostic factors in myelodysplastic syndromes with isolated deletion of chromosome 5q
Navarro, Vı́ctor , Haferlach, Claudia, Chan, Onyee , Schulz, Felicitas , Briski, Robert , Al-Ali, Najla, Xicoy, Blanca , Lopez-Cadenas, Felix, Bosch, Francesc, Aguilera, Anna, Meggendorfer, Manja , Eder, Lea Naomi, Jérez, Andrés, Betz, Beate, Kewan, Tariq, Zindel, C., Al‐Kali, Aref , Platzbecker, Uwe, Haase, Detlef Thomas, Zeidan, Amer M., Fenaux, Pierre, Garcia-Manero, Guillermo, Germing, Ulrich, Maciejewski, Jaroslaw P., Haferlach, T, Montoro, Maria Julia , Navarro, Víctor , Chan, Onyee , Kubota, Yasuo , Briski, Robert , Xicoy, Blanca , Romero, Anna Aguilera , Campagna, Alessia , Lanino, Luca , Santini, Valeria , Bernal, Teresa , Such, Esperanza , Platzbecker, Anne Sophie , Gurnari, Carmelo , Zindel, Carla , Kulasekararaj, Austin , Voso, Maria Teresa , Sekeres, Mikkael A , Venugopal, Sangeetha , Al-Kali, Aref , Diez-Campelo, Maria , Wiseman, Daniel H , Della Porta, Matteo Giovanni , Komrokji, Rami S , Solé, Francesc , Palomo, Laura , Valcárcel, David , Acha, Pamela , Haferlach, Claudia , Al‐Ali, Najla, Cadenas, Félix López , Bosch, Francesc, Jerez, Andrés , Wang, Y C , Campagna, Alessia , Lanino, Luca , Santini, Valeria , Gurnari, Carmelo , Kulasekararaj, Austin , Voso, Maria Teresa , Sekeres, Mikkael A. , Varela, Nicolas A Diaz , Platzbecker, Uwe , Haase, Detlef, Zeidan, Amer M. , Fenaux, Pierre , Díez‐Campelo, María , Garcia‐Manero, Guillermo , Wiseman, Daniel H. , Germing, Ulrich , Maciejewski, Jaroslaw P. , Komrokji, Rami S. , Solé, Françesc , Haferlach, Torsten , Valcárcel, David

Mayo Clinic

Blood Advances | July 17, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1182/bloodadvances.2026020633 | PMID 42466989 Get It

Myelodysplastic syndromes with isolated deletion of chromosome 5q [MDS-del(5q)] constitute a distinct biological entity traditionally associated with favorable outcomes, although up to one quarter of patients progress to acute myeloid leukemia (AML). Existing prognostic models, developed in heterogeneous MDS populations, may not adequately capture risk within this subgroup. We assembled an international cohort of 682 patients with MDS-del(5q) to evaluate the performance of the IPSS-R and IPSS-M, identify prognostic variables, and develop a disease-specific prognostic tool, the IPSS-del(5q). Most patients were classified as lower-risk by IPSS-R (94.4%) and IPSS-M (85.5%), yet both systems showed limited discriminatory ability (C-indices ≈0.5). Independent adverse prognostic factors included age ≥70 years, male sex, anemia (hemoglobin ≤10 g/dL), thrombocytopenia (platelets ≤100×10⁹/L), the presence of one additional chromosomal abnormality, ≥2 gene mutations, SF3B1 mutations, and high-risk TP53 status. Six variables were included in the IPSS-del(5q), stratifying patients into standard-risk (74.3%) and high-risk (25.7%) groups with significantly different LFS (69.2 vs. 32.0 months; p<0.01). Moreover, this model reclassified 19.1% of lower-risk IPSS-R and 14.6% of lower-risk IPSS-M patients into the high-risk IPSS-del(5q) group. However, its discriminative power remained modest, with a C-index of 0.60. Overall, this study provides the most comprehensive prognostic evaluation of MDS-del(5q) to date, demonstrates the limited discriminatory capacity of existing MDS scores in this entity, and underscores the need to develop refined disease-specific prognostic approaches for this MDS subtype.
Drivers of Diagnostic Variation in a Digital Global Kidney Transplant Reader Study
Hofstraat-Boersma, Rianne, Long, Romy du , Buzzanca, Giorgio , Abiola, Adeyemi A., Albadri, Sam, Ali, Zahabia, Altaleb, Ahmed, Banu, Sultana G., Barry, Marc , Bhalodia, Ami , Bianco, Paola, Broecker, Verena , Buelow, Roman, Cheunsuchon, Boonyarit , Crisi, Giovanna M., Daneshvar, Simin, Dokouhaki, Pouneh, Drachenberg, C., Florquin, Sandrine, Gibson, Ian W., Gujarathi, Saurabh, Hendricks, Allen R. , Islam, Jaynul, Ismail, Wesam, Jagannathan, Geetha , Kläger, Johannes, Krizova, Adriana , Kurien, Anila A., Kwon, Boomi , Ledesma, Felipe L., Martin, Jonne, Mehta, Shweta S., Messias, Nidia , Mignano, Salvatore , Miranda, Monik E., Moeckel, Gilbert, Pala, Chiara, Ranson, Marc A., Rodriguez, A Castell, Rosenberg, Avi, Setty, Suman , Sheaff, M., Soares, Maria F.S., Surintrspanont, Jerasit , Terinte-Balcan, George, Testa, Francesca , Ticas, David O. Hendriquez, Toniolo, Maria F., Midden, Dominique van, Velagapudi, R, Viswanathan, Seethalakshmi , Stillfried, Saskia von, Kalverboer, Nienke , Bruns, Imke B. , Callegaro, Giulia , Vries, A A F De, Peters-Sengers, Hessel, Kers, Jesper, Hofstraat, Rianne , Adefidipe, Adeyemi Abiola, Albadri, Sam , Angioi, Andrea , Banu, Sultana Gulshana, Bianco, Paola, Buelow, Roman David, Chauveau, Bertrand , Chen, Guoli , Crisi, Giovanna Maria, Dendooven, Amélie , Drachenberg, Cinthia Beskow , Farris, Alton B. , Ferlicot, Sophie , Florquin, Sandrine , Fontana, Francesco , Gibier, Jean‐Baptiste , Gibson, Ian W. , Husain, Sufia , Ismail, Wesam, Kläger, Johannes Philipp , Kozakowski, Nicolas , Kurien, Anila Abraham , L’Imperio, Vincenzo , Ledesma, Felipe L , Low, Julia P. , Miranda, Monik Ediana , Price, Brendon , Ranson, Marc Andres, Roelofs, Joris J. T. H. , Sadeghipour, Alireza , Sekulic, Miroslav , Setty, Suman , Soares, Maria Fernanda , Terinte‐Balcan, George , Ticas, David Henriquez, Toniolo, María Fernanda , Midden, Dominique van , Velagapudi, Ramya Krishna , Stillfried, Saskia Freifrau von , Wu, Chih‐Ying , Water, Bob van de , Helm, Danny van der , Sengers, Hessel Peters , Kers, Jesper

Mayo Clinic

No container title available | July 13, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.07.09.26357318 Get It

ABSTRACT Background Diagnostic interpretation of kidney allograft biopsies using the Banff classification remains variable, but the determinants of this variability are not fully defined. We performed a global, fully digital multi-reader study to identify the principal drivers of disagreement in Banff-based assessment. Methods Thirty-six kidney transplant biopsies were independently scored by 67 renal pathologists on a standardized digital platform. Readers assessed Banff lesions on hematoxylin and eosin, periodic acid–Schiff, and Jones’ silver stains; final diagnostic categories were assigned using prespecified Banff-based decision rules. Interobserver agreement was quantified with Gwet’s agreement coefficient (AC) statistics. Determinants of diagnostic agreement were evaluated using pairwise mixed-effects logistic regression, and reader similarity was examined by principal component analysis (PCA) with post hoc molecular annotation. Results Agreement for final diagnostic categories was moderate (Gwet’s AC1, 0.55; 95% CI, 0.47–0.63). Lesion-level agreement varied substantially, with lowest agreement for selected threshold-dependent inflammatory or semi-quantitative lesions, including interstitial inflammation in areas of IFTA, peritubular capillaritis and arteriolar hyalinosis. Diagnostic concordance differed markedly across biopsies, indicating strong case-level heterogeneity. In pairwise models, differences in active inflammatory and vascular lesion scoring were the strongest correlates of diagnostic disagreement; reader experience and geography contributed minimally. Principal component analysis showed reader variation was organized along two dominant axes: a rejection-calling threshold axis linked mainly to tubulointerstitial inflammatory injury, and a T cell-mediated (TCMR/TI) and antibody-mediated/microvascular (AMR/MVI) inflammation-oriented phenotypic classification axis. Conclusion Interobserver variation in Banff-based kidney transplant biopsy assessment is structured rather than random and driven mainly by how readers threshold and integrate key inflammatory lesion compartments rather than experience or geographic location.
Key Performance Indicators for Clinical Pharmacy Practice and Administration in Inpatient/Acute Care Settings: An Opinion of the Clinical Administration Practice and Research Network of the American College of Clinical Pharmacy
Mercado, Angela , Noble, Jacob M. , Irwin, Adriane N. , Badowski, Melissa E. , Bangalore, Nitish , Caliendo, G C, Chan, David C. M. , Dumont, Zachary J. , Groth, Christine M. , Humaideh, Mais Anis, Nguyen, TuTran , Salvatus, Marc , Sullivan, Jesse , Thambi, Mathew , Welch, R , Noble, Jacob , Sullivan, Jesse B , Welch, Ron W , Parrish, Richard H , Dumont, Zack , Caliendo, Gina, Thambi, Mathew , Parrish, Richard H.

Mayo Clinic

JACCP: JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY | July 11, 2026 | Volume: 9 | Issue: 8 | Pages: No page available

10.1002/jac5.70252 | PMID 42432869 Get It

ABSTRACT Key performance indicators (KPIs) are quantifiable measures that describe critical success factors of an organization. Their vital role in ensuring the delivery of quality health care services necessitates the development of KPIs relevant to inpatient clinical pharmacy practice. This opinion paper from the American College of Clinical Pharmacy (ACCP) Clinical Administration Practice and Research Network (CADM PRN) describes the rationale, methodology, and outcomes of a consensus process to identify a focused set of inpatient/acute care clinical pharmacy KPIs. Leveraging a modified Delphi approach, the CADM PRN convened an Expert Panel of clinical pharmacy leader members to build a consensus‐driven set of KPIs reflecting clinical, operational, patient‐centered, and financial contributions of clinical pharmacists in the inpatient/acute care setting. From a previous ACCP White Paper, a total of 15 KPIs were identified across four domains: (1) clinical practice and patient safety, (2) clinical outcomes and readmissions, (3) medication education and patient engagement, and (4) financial and operational value. The CADM PRN posits that the establishment and implementation of standardized KPIs are essential for measuring and demonstrating the value of clinical pharmacy services in modern health care, offers pragmatic, consensus‐based KPIs for evaluating clinical pharmacy services supporting resource justification, and advancing the visibility and impact of pharmacists in acute care practice. As hospitals shift toward value‐based care, robust KPI frameworks will be critical for optimizing patient outcomes, supporting financial sustainability, and justifying appropriate staffing. Future efforts should focus on pilot testing, addressing implementation barriers, and achieving broader acceptance for KPIs across the profession.
Real-World Practice in Secondary Stroke Prevention Following Embolic Stroke of Undetermined Source
Nour, Hassan Aboul , Siegler, James E. , Thompson, Sean, Glover, Patrick , Daniel, J, Penckofer, Mary , Smith, M A, Yaghi, Shadi , Chen, L, Kerrigan, Deborah , Kirchhoffer, Kaitlyn, Kam, Wayneho , Melkumova, Emiliya , Lineback, Christina , Thottempudi, Neeharika , Heaton, Sharon, Linares, Guillermo , Singh, Eesha , Fernández, Camilo José Albert, Dumitrașcu, Oana , Bowman, Anna, Porto, Camelia Valhuerdi, Chahien, Dalia, Herpich, Franziska , Kang, Jieun , Nelson, Ashley , Shahrivari, Mahan, Khezri, Nicole, Lewis, Skylar, Sathya, Anvitha , Leung, Lester Y. , Eklund, Kelsey , Rojas-Soto, Diana , Nedelcu, Simona , Kasab, Sami Al , Coevering, Russell J. Van, Thon, Jesse , Aboul-Nour, Hassan , Siegler, James E , Thompson, Sean L , Glover, Patrick , Daniel, Jean-Philippe Auguste , Smith, Matthew M , Ro, Jennifer , Chen, Lucia , D'Souza, Marissa , Khasiyev, Farid , Kerrigan, Deborah , Sharma, Richa , Aziz, Yasmin , Kirchhoffer, Kaitlyn , Kam, Wayneho , Melkumova, Emiliya , Sloane, Kelly L , Lineback, Christina M , Thottempudi, Neeharika , Heaton, Sharon , Linares, Guillermo , Almallouhi, Eyad , Stretz, Christoph , Dumitrascu, Oana M , Culbertson, Collin J , Elangovan, Cheran , Bowman, Anna , Valhuerdi Porto, Camelia , Chahien, Dalia , Herpich, Franziska , Farooqui, Mudassir , Kang, Jieun , de Havenon, Adam H , Nelson, Ashley , Shahrivari, Mahan , Stamm, Brian , Khezri, Nicole , Lewis, Skylar , Sathya, Anvitha , Leung, Lester Y , Eklund, Kelsey , Rojas-Soto, Diana , Nedelcu, Simona , Al Kasab, Sami , Thon, Jesse , Jillella, Dinesh V , Nahab, Fadi B , Yaghi, Shadi , Penckofer, Mary , D’Souza, Marissa , Khasiyev, Farid , Sharma, Richa , Aziz, Yasmin , Almallouhi, Eyad , Stretz, Christoph , Elangovan, Cheran , Havenon, Adam de , Stamm, Brian , Coevering, Russell J. Van , Jillella, Dinesh

Mayo Clinic

Neurology Clinical Practice | July 10, 2026 | Volume: 16 | Issue: 4 | Pages: No page available

10.1212/cpj.0000000000200631 | PMID 42430672 Get It

Loss of the kinases TBK1 and IKKε sensitizes target cancer cells to T cell killing through an IFN-γ–mediated inflammatory death program
Sun, N , Carr, Allison R. , Krogman, Erica N., Chawla, Yogesh , Zhong, Jun , Guttormson, Matthew C. , Chan, Mark , Hsu, Michelle A. , Dong, Haidong , Patel, Roosheel S. , Pandey, Akhilesh , Rogers, Laura M. , Ting, Adrian T. , Sun, Nicholas D , Bogunovic, Dusan , Pandey, Akhilesh , Dong, Haidong , Ting, Adrian T , Zhong, Jun , Rogers, Laura M , Chawla, Yogesh

Mayo Clinic

Science Signaling | July 7, 2026 | Volume: 19 | Issue: 945 | Pages: No page available

10.1126/scisignal.adz7366 | PMID 42412915 Get It

Cytotoxic T cells produce the cytokine interferon-γ (IFN-γ). We sought to determine whether IFN-γ directly kills target cells and found that T cells used IFN-γ to kill murine melanoma cells lacking the kinases TBK1 and IKKε. In the absence of both kinases, IFN-γ induced the production of TNF receptor 1 (TNFR1) and the sensor Z-DNA binding protein 1 (ZBP1) in the tumor cells to stimulate receptor-interacting protein kinase 1 (RIPK1)–dependent apoptosis in a cell-autonomous manner. IFN-γ also enhanced the activation of nuclear factor κB (NF-κB) signaling in a TNFR1-dependent manner in cells deficient in both TBK1 and IKKε. Because IFN-γ–induced apoptosis occurred in a transcription-dependent manner with slow kinetics, STAT1 and NF-κB cooperated to activate the expression of inflammatory genes in the dying cells. Thus, IFN-γ–induced cell death was accompanied by an inflammatory signature in the absence of TBK1 and IKKε. TBK1 and IKKε not only mediated the induction of type I IFN but also inhibited RIPK1-dependent death and NF-κB–dependent inflammation. Therefore, we propose that these kinases may have gained these intertwined functions so that cells infected by pathogens that produce antagonists of TBK1 and IKKε are eliminated by IFN-γ–secreting T cells in an inflammatory manner to compensate for the inhibition of type I IFN production.
Comparing those Most Satisfied Versus Least Satisfied Following Surgery for Cervical Spondylotic Myelopathy
Chan, Andrew K., Park, Christine , Shaffrey, Christopher I., Gottfried, Oren N., Than, Khoi D., Ef, Bisson, Williamson, Theresa , Bydon, Mohamad, Asher, Anthony L. , Coric, Domagoj , Potts, Eric A., Foley, Kevin T., Wang, Michael Y., Fu, Kai-Ming, Virk, Michael S. , Knightly, John J. , Meyer, Scott, Park, Paul, Upadhyaya, Cheerag, Yen, Chun-Po, Uribe, Juan S., Tumialán, Luis M., Turner, Jay, Chou, Dean, Haid, Regis W., Mummaneni, Praveen V., Chan, Andrew K. , Shaffrey, Christopher I. , Than, Khoi D. , Bisson, Erica F. , Bydon, Mohamad , Potts, Eric A. , Foley, Kevin T. , Wang, Michael Y. , Fu, Kai-Ming, Meyer, Scott, Yen, Chun-Po , Uribe, Juan S. , Tumialán, Luis M. , Turner, Jay D. , Chou, Dean , Mummaneni, Praveen V.

Mayo Clinic

Spine | July 3, 2026 | Volume: 51 | Issue: 15 | Pages: 1093-1100

10.1097/brs.0000000000005402 | PMID 42398026 Get It

Study Design. Post hoc analysis of prospectively-collected data. Objective. To identify factors predicting the most (and least) satisfaction following surgery for cervical spondylotic myelopathy (CSM). Summary of Background Data. Patient satisfaction affects long-term outcomes after surgery but the preoperative factors that influence postoperative satisfaction have not been well studied in patients with CSM. Methods. We conducted a post hoc analysis of prospectively-collected data from the Quality Outcomes Database (QOD) CSM registry cohort. Baseline and surgical characteristics were compared for patients with CSM reporting the most [North American Spine Society Satisfaction Score (NASS) 1] and least (NASS 4) satisfaction 24 months postoperatively. A multivariable logistic regression model was constructed using backward stepwise elimination to determine significant predictors of most versus least satisfaction. Twenty-four-month patient-reported outcomes (PROs) were compared. Results. Overall, 1141 patients were prospectively enrolled with 948 (83.1%) reaching 24-month follow-up. Of these, 699 met prespecified inclusion criteria: 610 (87.3%) were most satisfied and 89 (12.7%) were least satisfied. Though there were mean improvements in all 24-month PROs for the most satisfied cohort ( P <0.001), there were no significant improvements in 24-month PROs for the least satisfied cohort ( P >0.05). Using multivariable logistic regression modeling, a preoperative symptom of upper extremity weakness (OR=2.5, P =0.003), subjective myelopathy (OR=2.0, P =0.04), absence of numbness complaints (OR=2.2, P =0.003), symptom duration under 12 months (OR=1.6, P =0.047), Caucasian race (OR=2.3, P =0.001), participation in activities outside of the home (OR=2.0, P =0.04), anterior approach (OR=2.3, P <0.001), and higher baseline quality of life (OR=4.0, P =0.01) were predictive of the most satisfaction. Conclusion. Compared with the least satisfied, those most satisfied following surgery for CSM more often had a preoperative symptom of arm weakness, subjective myelopathy, the absence of numbness complaints, symptom duration under 12 months, higher baseline quality of life, and participation in activities outside of the home. Compared with a posterior approach, an anterior approach was associated with the most satisfaction. Taken together, early surgical treatment--before myelopathic symptoms significantly impact one's quality of life--may be considered to optimize patient satisfaction following CSM surgery.
Association of a Polygenic Risk Score with Diagnosis and Outcomes in Idiopathic Pulmonary Fibrosis
Kalra, S. , Grilli, Christopher, Coombes, Brandon J. , Armasu, Sebastian M. , Upjohn, D, Egan, Jan B. , Chen, Qingwen , Tern, Courtney , Zhang, Chengyue, Rose, Jonathan A. , Putman, Rachel, McDermott, Greg, Hsieh, Yuli Lily , Bublitz, Michele L., Carmona, Eva M. , Klee, Eric W, Lazaridis, K, Peljto, Anna L. , Schwartz, D A, Silverman, Edwin K. , Olson, Janet, Walker, T, Zamora, Ana C., Zein, Joe , Ortega, V E, Cohort, Tapestry, McDermott, Gregory C , Kalra, Sean S , Grilli, Christopher B , Armasu, Sebastian , Upjohn, David P , Hsieh, Yuli L , Lasky-Su, Jessica , Silverman, Edwin K , Allen, Richard J , Walker, T'Nita, Wain, Louise V , Zamora, Ana, Zein, Joe G, Hunninghake, Gary M , Moll, Matthew , Cho, Michael H , Carmona, Eva M , McDermott, Gregory , Coombes, Brandon J , Putman, Rachel K. , Kn, Lazaridis, Lasky‐Su, Jessica , Dudbridge, Frank , Allen, Richard J. , Olson, JA, Hunninghake, Gary M. , Ali, Ahmad Hafiz , Sekulić, Aleksandar , Athreya, Arjun P. , Clermont, Blake J, N, Brittany, Burnap, Graddy, Courtney B., Cahn, Elliot, Klee, Eric W. , Sicotte, Hugues , Ekpoh, Idara U., Frank, Jacob A., Bruflat, Jamie K., Kemppainen, Jennifer L., Samadder, Jewel, Presutti, John J, Leitzke, Jon W, Lazaridis, Konstantinos N. , Tree, Kristine M, Jones, Leila A, Bandel, Lorelei A. , Karow, Mary E., Peterson, Melanie M., Bublitz, Michelle L. , Morales-Rosado, Joel, Erwin, Nate P., Larson, Nicholas B. , Olson, Rory, Vierkant, Robert A., Pignolo, Robert J. , Safgren, Stephanie, Bagaria, Sanjay P. , Tian, Shulan , Kaggal, Suneetha, Walker, T'Nita S., Wilson, Tammy A., McAllister, Tammy M., Tan-Arroyo, Jennifer, Luehrs, Tony, Ortega, Victor E. , Chen, Wenan , Cho, Michael H.

Mayo Clinic

American Journal of Respiratory and Critical Care Medicine | July 2, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1093/ajrccm/aamag271 | PMID 42391602 Get It

Abstract Rationale Idiopathic Pulmonary Fibrosis (IPF) is characterized by chronic progressive pulmonary fibrosis and high mortality. Genetic markers, summarized into a polygenic risk score (PRS), associate with IPF in well-phenotyped research cohorts. Objectives To evaluate the performance of the PRS using real-world data from routinely captured electronic healthcare records. Methods We conducted an observational study evaluating the association of a PRS for IPF with electronic healthcare record diagnosis of IPF as well as lung transplant-free survival in four independent cohorts; the Mass General Brigham Biobank (MGBB), Mayo Clinic Biobank (MCBB), Mayo Clinic Tapestry Cohort (Tapestry), and U.K. Biobank (UKBB). We used multivariable logistic regression and multivariable Cox proportional hazards models adjusting for age, gender, and principal components of ancestry. The cohorts then underwent fixed and random effects meta-analysis. Measurements and Main Results Of 37,709; 44,195; 43,202; and 447,422 participants from MGBB, MCBB, Tapestry and UKBB respectively, 1,015 (2.7%) 2,879 (6.5%), 1,310 (3.0%), and 2,742 (0.6%) participants had an IPF diagnosis. Meta-analysis demonstrated a high-risk PRS associated with IPF diagnosis, OR 2.88 (95%CI 2.41-3.44) compared to all other individuals. A high-risk PRS also associated with the composite endpoint of mortality or lung transplant among those with an IPF diagnosis, HR 1.23(95%CI 1.11-1.35) compared to all other individuals. Conclusions A PRS can identify those at risk for an IPF diagnosis and mortality in biobank-scale data, which may have implications for clinical decisions. Further work is necessary to evaluate the utility of adding genetics in clinical settings.