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1038 citation(s) found for "Sy, Raymond W".

Characterizing the heterogeneity of Castleman disease and oligocentric subtype: findings from the ACCELERATE registry
Pierson, Sheila K. , Brandstadter, Joshua D. , Torigian, Drew A. , Bagg, Adam , Lechowicz, Mary Jo , Alapat, Daisy , Casper, Corey , Chadburn, Amy , Chandrakasan, Shanmuganathan , Hoffmann, Christian , Oksenhendler, Éric , Bustamante, Mateo Sarmiento , Streetly, Matthew , Zhang, Lu , Srkalović, Gordan , Dispenzieri, Angela , Fosså, Alexander , Hoffmann, Christian , Ide, Makoto , Kurzrock, Razelle , Mukherjee, Sudipto , Nasta, Sunita , Navarro, José-Tomás , Noy, Ariela , Oksenhendler, Eric , Bustamante, Mateo Sarmiento , Shyamsundar, Saishravan , Wong, Raymond S M , Lim, Megan S , Srkalovic, Gordan , van Rhee, Frits , Fajgenbaum, David C , Casper, Corey , Chandrakasan, Shanmuganathan , Dispenzieri, Angela , Fosså, Alexander , Ide, Makoto , Noy, Ariela , Wong, Raymond , Lim, Megan S. , Rhee, Frits van , Fajgenbaum, David C.

Blood Advances | February 14, 2025 | Volume: 9 | Issue: 8 | Pages: 1952-1965

10.1182/bloodadvances.2024014391 | PMID 39951615 Get It

Abstract Castleman disease (CD) describes a group of rare lymphoproliferative disorders that exhibit a wide range of symptomatology and degree of lymphadenopathy, particularly across the 2 forms of CD with unknown etiology, unicentric CD (UCD), and human herpesvirus-8–negative/idiopathic multicentric CD (iMCD). Whereas UCD cases typically present with localized lymphadenopathy and mild symptoms, iMCD involves multicentric lymphadenopathy and cytokine storm–driven symptoms with 3 recognized clinical phenotypes. Increasingly, there are anecdotal reports of cases that do not fit into this framework, but these cases have not been systematically described. Herein, we use the ACCELERATE natural history registry to characterize the spectrum of CD based on disease features, symptomatology, and severity. Our results characterize a cohort of 179 CD cases, which were reviewed and confirmed by an expert panel of clinicians and hematopathologists. We show that patients with CD present on a continuous spectrum of clinical phenotypes, and we describe oligocentric CD (OligoCD), an intermediate phenotype that does not fit the criteria for UCD or iMCD. These cases tend to have “oligocentric” lymphadenopathy (median [interquartile range] regions of lymphadenopathy, 3.0 [2.0-4.0]) in a regional pattern and exhibit a mild clinical phenotype that is more similar to UCD than iMCD. We also show that patients with OligoCD are inconsistently categorized as UCD vs iMCD, highlighting the need for this characterization. Future data collected through ACCELERATE may further elucidate the natural history and risk profile of these patients.
SpaFlow: a Nextflow pipeline for QC and clustering of MxIF datasets
Novotny, Brenna C. , Moore, Raymond M. , Langit, Lynn, Haley, David, Maus, Rachel L.G., Guo, Ray, Goode, Ellen L. , Ward, Caitlin , Maus, Rachel L, Wang, Chen , Novotny, Brenna , Langit, Lynn, Haley, David, Jiang, Jun , Ward, Caitlin, Guo, Ray, Markovic, Svetomir N.

Bioinformatics Advances | February 14, 2025 | Volume: 5 | Issue: 1 | Pages: No page available

10.1093/bioadv/vbaf032 | PMID 40041114 Get It

Abstract Motivation Multiplex immunofluorescence (MxIF) enables the quantification of multiple protein markers at a single-cell level while preserving spatial information, offering a powerful tool for studying tissue microenvironments. However, the flexibility in MxIF panel design poses challenges in standardizing cell phenotyping. Results We present SpaFlow, an efficient, customizable pipeline for unsupervised clustering and classification of MxIF data, implemented using Nextflow. SpaFlow performs quality control, clustering, and postclustering analysis on segmented and quantified MxIF data, facilitating reproducible and scalable analyses across various computing platforms. The SpaFlow pipeline integrates three clustering and classification packages—Seurat, SCIMAP, and CELESTA—each providing unique methodologies for identifying cell types based on phenotypic markers. A novel “meta-clustering” approach condenses clusters across multiple regions of interest into common meta-clusters, streamlining the cell-type identification process in large datasets. SpaFlow’s robust quality control steps, including signal summation and cell density filtering, mitigate artifacts that may impact clustering accuracy. We demonstrate the utility of SpaFlow in a case study involving 297 ovarian tumor cores, where SpaFlow successfully identified biologically meaningful cell populations, including tumor-infiltrating lymphocytes, efficiently and rapidly. Additionally, SpaFlow’s reproducibility is validated using serial tonsil sections, confirming its capability to consistently identify distinctive cell populations across matched ROIs. Availability and implementation SpaFlow is freely available with detailed documentation and examples at https://github.com/dimi-lab/SpaFlow.
Cardiovascular Symposium on Perspectives in Long COVID
Dieter, Robert S., Dieter, Elizabeth G. , Alcázar, Andrew, Tafur, Alfonso , Gerotziafas, Grigoris , Gonzalez-Ochoa, Alejandro J. , Abdesselem, Salem , Biller, José , Kipshidze, N. , Dreden, Patrick Van , Dieter, Raymond A. , Durvasula, Ravi, Fareed, Jawed , Kempaiah, Prakasha , Gerotziafas, Grigoris T , Gonzalez Ochoa, Alejandro , Kipshidze, Nicholas , Guerrini, Marco , Fareed, Jawed , Kempaiah, Prakasha , Singh, Meharvan

Clinical and Applied Thrombosis/Hemostasis | February 13, 2025 | Volume: 31 | Issue: No issue available | Pages: No page available

10.1177/10760296251319963 | PMID 39943820 Get It

Significant progress has been made in treating Coronavirus disease (COVID) – an infectious disease caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). An ominous turn in the pandemic is the evolving public health crisis emanating from persistent SARS-CoV-2 infection and its associated long-term impact. Long COVID or post–COVID syndrome describes protean symptoms that persist at least 3 months after the onset of acute illness and last for at least 2 months in individuals with a history of confirmed SARS-CoV-2 infection. Long COVID has become a public health concern. Millions of infected individuals are now facing chronic multi-organ failures, including neuropsychiatric, cardiovascular, pulmonary, and kidney complications. In general, the cause of long COVID syndrome is unclear but factors such as prolonged activation of immune responses, and viral persistence triggering transcription dysregulation of genes associated with normal thrombotic disease may play a role in cardiovascular complications. Although inflammatory biomarkers are reported in other disorders, it remains unclear whether similar biomarkers are associated with cardiovascular manifestations following COVID. Medications such as sulodexide directed at glycocalyx and coagulation have demonstrated benefits for long COVID in smaller studies. Here, we describe the outcomes of the symposium on the underlying cardiovascular mechanisms of the long COVID.
Surgical Management of a Painful Temporal Bone En-Plaque Meningioma: A Case Report and Review of the Literature
Wilson, Prishae, Edgar, Mark A. , Quiñones‐Hinojosa, Alfredo , Raymond, Mallory , Wilson, Prishae, Bhatt, Alok A. , Almeida, João Paulo , Raymond, Mallory J

Journal of Neurological Surgery Part B: Skull Base | February 7, 2025 | Volume: 86 | Issue: No issue available | Pages: No page available

10.1055/s-0045-1803674 Get It

P-1152. Cefepime, Meropenem, and Piperacillin Therapeutic Drug Monitoring in Neonatal and Pediatric Patients
Dinnes, Laura , Ristagno, Elizabeth H. , Stetson, Raymond C. , Lee, Grace , Smith, Brandi, Thurber, Gregory, Gullickson, Taylor, Frazee, Erin N. , Brumbaugh, Jane E. , Levy, Emily R. , Rivera, Christina G.

Open Forum Infectious Diseases | January 29, 2025 | Volume: 12 | Issue: Supplement_1 | Pages: No page available

10.1093/ofid/ofae631.1338 Get It

Abstract Background Pharmacokinetics of beta-lactams vary widely in neonatal and pediatric patients due to developmental biology and critical illness. Cefepime (FEP), meropenem (MEM), and piperacillin/tazobactam (TZP) are highly susceptible to pharmacokinetic changes as hydrophilic, small molecules with renal clearance. Subtherapeutic levels are associated with clinical and microbiologic failure, and supratherapeutic levels associated with toxicity. Beta-lactam therapeutic drug monitoring (TDM) may optimize the effectiveness and safety of these agents. The purpose of this investigation is to describe the % of pediatric and neonatal patients with beta-lactam serum levels within target range. Methods In August 2023, TDM launched at the Mayo Clinic Children’s Center for select patients treated with FEP, MEM, or TZP with expected durations ≥ 48 hours, or who were on kidney replacement therapy (KRT), extracorporeal membrane oxygenation (ECMO), weighed > 120 kg, had a BMI > 95th percentile, or at the discretion of pediatric ID team. Validated drug assays were performed daily, Monday through Friday. A two-level sampling strategy was preferred with a peak 1 hour after the end of the infusion and a trough 30 minutes before the next dose. Empiric trough target ranges were set at FEP 8-50 mg/L, MEM 2-30 mg/L, and piperacillin 16-150 mg/L. These target ranges were adjusted with confirmed microbiology to a time above the minimum inhibitory concentration of the organism for 100% of the dosing interval (100%T > MIC). Results From August 2023 to April 2024, 74 episodes of TDM were performed on 45 patients. Thirty-seven (82%) patients were in an intensive care unit (ICU) at the time of TDM, 8/45 (22%) of whom were in the neonatal ICU. Target range was achieved in 67% of patients on FEP, 50% on MEM, and 52% on TZP. Median (IQR) trough values were 22.1 (8.6, 44.2) mg/L for FEP, 0.6 (0, 4.1) mg/L for MEM, and 15.5 (3.8, 27.1) mg/L for TZP. Seven levels were above target for FEP and 0 for MEM and TZP. Seven levels were below target for FEP, 4 for MEM, and 11 for TZP. Conclusion Implementation of a TDM program for FEP, MEM and TZP in pediatric and neonatal patients revealed drug levels frequently outside target range. TDM may facilitate dose individualization to optimize medication efficacy and minimize toxicity. Disclosures Raymond Stetson, MD, MS, Moderna: Grant/Research Support Christina G. Rivera (O'Connor), Pharm.D, Gilead Sciences: Board Member Erin F. Barreto, PharmD, MSc, Baxter Health: Advisor/Consultant|Wolters Kluwer: Advisor/Consultant
The PRO ‐ AGE Tool and Its Association With Post Discharge Outcomes in Older Adults Admitted From the Emergency Department
Cohen, Inessa , Morinaga, Christian Valle , Han, Ling, Araujo, Katy, Avelino‐Silva, Thiago Junqueira , Bianco, Luann, Capelli, Sandra, Cruz, Daniel S. , Fishman, Ivy L., Gipson, Katrina, Gray, Elizabeth , Hung, William W. , Kang, Raymond , Lockhart, Mechelle, Ohuabunwa, Ugochi , Ottilie‐Kovelman, Sierra, Platts‐Mills, Timothy F. , Sandoval, Jacqueline , Sifnugel, Natalia, Taylor, Zachary , Tomasino, Debra F. , Vaughan, Camille P. , Hwang, Ula , Carpenter, Christopher R , Cruz, Daniel S , Ohuabunwa, Ugochi , Sandoval, Jacqueline , Vaughan, Camille P , Aliberti, Márlon J R , Hwang, Ula , Avelino-Silva, Thiago Junqueira , Curiati, Pedro Kallas , Gandhi, Tanish , Brandt, Cynthia , Carpenter, Christopher R. , Dresden, Scott M. , Hastings, Susan N. , Meeker, Daniella , Taylor, Zachary

Journal of the American Geriatrics Society | January 22, 2025 | Volume: 73 | Issue: 5 | Pages: 1419-1428

10.1111/jgs.19374 | PMID 39843218 Get It

ABSTRACT Background Existing risk scores assessing geriatric vulnerability in the emergency department (ED) have shown limited predictive power, especially in diverse populations. We investigated the relationship of a quick and easy‐to‐administer geriatric vulnerability scoring system with functional decline and mortality in older patients admitted to multiple hospitals through the ED in the United States (US) and Brazil (BR). Method Federated, international, multicenter observational study of hospitalized ED patients aged ≥ 65 from US and BR. The six criteria from the PRO‐AGE score (Physical impairment, Recent hospitalization, Older age [≥ 90], Acute mental alteration, Getting thinner, and Exhaustion; 0–8; higher scores = greater vulnerability) were assessed on admission. We used proportional hazards models to investigate the relationships between PRO‐AGE score groups and 90‐day mortality and functional decline, defined as new dependence in activities of daily living (ADL) and instrumental ADL (IADL), after adjusting for age, sex, race and ethnicity, education, Charlson comorbidity score, and study site. Death was considered a competing event for the functional decline outcome. Results A total of 1390 patients were included (US = 560; Brazil = 830). The 90‐day risk of death was higher for the upper compared with the lower (reference) PRO‐AGE group in both cohorts (US: HR = 11.76; 95% confidence interval [CI] = 2.56–54.04; BR: HR = 12.29; 95% CI = 3.54–42.59), whereas the risk of new 90‐day ADL disability was higher for upper (HR = 2.08; 95% CI = 1.21–3.56) and middle groups (HR = 2.10; 95% CI = 1.35–3.27) in the US but only the upper group in BR (HR = 1.70; 95% CI = 1.02–2.85). Conclusion A higher PRO‐AGE score was associated with mortality and functional decline in older ED patients admitted to hospitals in the US and BR, demonstrating its generalizability as a geriatric vulnerability risk score.
Permissive central tolerance plus defective peripheral checkpoints licence pathogenic memory B cells in CASPR2-antibody encephalitis
Fernandes, Dominique , Paneva, Sofija , Harrison, Ruby , Harrison, Anna, Makuch, Mateusz , Donat, Robert F. , Akdeniz, Deniz, Williams, Robyn , Thomsen, Selina, Fower, Andrew , Sun, Ruyue, Fox, Hannah , Mgbachi, Victor , Tseng, Mandy , Kelly, Mark , Bashford-Rogers, Rachael , Pluvinage, John V. , Dandekar, Ravi , Alvarenga, Bonny D. , Rinaldi, Simon , Anthony, Daniel C. , Wilson, Michael R. , Soltys, John , Irani, Sarosh R. , Harrison, Anna L, Irani, Sarosh R , Wilson, Michael R , Paneva, Sofija , Fox, Hannah , Kelly, Mark , Rinaldi, Simon , Anthony, Daniel , Sun, Bo , Kienzler, Anne-Kathrin , Ramanathan, Sudarshini , Fichtner, Miriam L. , Bayuangga, Halwan Fuad , Im, Min Gyu, Vasconcelos, Ana Tereza Ribeiro de , Sun, Ruyue, Davies, Alexander J. , Handel, Adam E. , Zhao, Meng , Bancroft, James , Dustin, Lynn B. , Owens, Raymond J. , Bennett, David , Waters, Patrick , Davis, Simon J. , O’Connor, Kevin C. , Carvalho, Ana Luı́sa

No container title available | January 14, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1101/2025.01.14.631703 | PMID 39868113 Get It

Abstract Autoimmunity affects 10% of the population. Within this umbrella, autoantibody-mediated diseases targeting one autoantigen provide a unique opportunity to comprehensively understand the developmental pathway of disease-causing B cells and autoantibodies. While such autoreactivities are believed to be generated during germinal centre reactions, the roles of earlier immune checkpoints in autoantigen-specific B cell tolerance are poorly understood. We address this concept in patients with CASPR2-autoantibody encephalitis and healthy controls. In both groups, comparable and high (∼0.5%) frequencies of unmutated CASPR2-reactive naïve B cells were identified. By contrast, CASPR2-reactive memory B cells were exclusive to patients, and their B cell receptors demonstrated affinity-enhancing somatic mutations with heterogenous binding kinetics. These effector molecules possessed epitope-dependent pathogenic effects in vitro neuronal cultures and in vivo. The unmutated common ancestors of these memory B cells showed a distinctive balance between strong CASPR2 reactivity and very limited binding across the remaining human proteome. Our results are the first to propose mechanisms underlying autoantigen-specific tolerance in humans. We identify permissive central tolerance, defective peripheral tolerance and heterogenous autoantibody binding properties as sequential pathogenic steps which licence CASPR2-directed pathology. By leveraging the basic immunobiology, we rationally direct tolerance-restoring approaches in CASPR2-antibody diseases. This paradigm is applicable across autoimmune conditions.
Benchmarking the efficacy of salvage systemic therapies for recurrent meningioma: A RANO group systematic review and meta-analysis to guide clinical trial design
Kotecha, Rupesh , Akdemir, Eyüb Yaşar , Blakeley, Jaishri O. , Dixit, Karan , Dunn, Ian F. , Galanis, Evanthia , Kurz, Sylvia C. , McDermott, Michael , Odia, Yazmín , Raizer, Jeffrey, Reardon, David A. , Rogers, Leland , Schiff, David , Vogelbaum, Michael A., Wen, Patrick Y. , Akdemir, Eyub Y , Blakeley, Jaishri O , Galanis, Evanthia , Galldiks, Norbert , Weller, Michael , Wen, Patrick Yung , Odia, Yazmin , Kütük, Tuğçe , Ilgın, Can , Ahluwalia, Manmeet S. , Bi, Wenya Linda , Huang, Raymond Y. , Johnson, Derek R. , Kaley, Thomas , Kamson, David , Preusser, Matthias , Rudà, Roberta , Mehta, Minesh P. , McDermott, Michael W.

Neuro-Oncology | January 10, 2025 | Volume: 27 | Issue: 7 | Pages: 1670-1685

10.1093/neuonc/noaf009 | PMID 39807850 Get It

Abstract Background Despite advances in our understanding of the molecular underpinnings of meningioma progression and innovations in systemic and local treatments, recurrent meningiomas remain a substantial therapeutic challenge. The objective of this systematic review and meta-analysis is to provide a historical baseline, contemporary analysis, and propose a “rate of probable interest” to inform future clinical trial design and development on behalf of the Response Assessment in Neuro-Oncology meningioma group. Methods PubMed, ClinicalTrials.gov, and ASCOpubs databases were screened for clinical trials evaluating the activity of systemic therapies for adults with recurrent meningiomas. The pooled progression-free survival at 6-months and 1-year (PFS-6 and PFS-1 year) values were calculated using the random effects technique with I2 indices. Results The pooled PFS-6 and PFS-1 year rates for recurrent WHO grade 1 meningiomas were 43.6% (95% CI: 22.7-67.0%, I2 = 80%) and 21.7% (95% CI: 6.2-53.9%, I2 = 76%), and for grades 2-3 meningiomas, the PFS-6 was 38.0% (95% CI: 28.3-48.8%, I2 = 68%). In the targeted therapy group, PFS-6 and PFS-1 year rates stood at 62.0% (I2 = 58%) and 49.0% (I2 = 63%) for grade 1, while for grades 2-3 tumors, the PFS-6 rates with targeted therapy and immunotherapy were 42.1% (I² = 60%) and 46.0% (I² = 0%), respectively. The benchmarks were set at 67% and 54% for PFS-6 and PFS-1 year for grade 1 tumors, and PFS-6 of 49% for grades 2-3 tumors. Conclusions Several studies have reported outcomes in patients with recurrent meningiomas testing a variety of agents with modest, but variable and progressively increasing activity. In this context, we recommend new benchmarks for future trials to define efficacy of future investigational therapies.
Glucarpidase for treatment of high-dose methotrexate toxicity
Gupta, Shruti , Kaunfer, Sarah Allison , Chen, Kevin L. , Dias, Julie‐Alexia , Rajasekaran, Arun , Prosek, Jason, Truong, Huong L. , Wood, Anthony C., Bassil, Claude , Renaghan, Amanda D., Carlos, Christopher A., Kelly, Katherine J. , Passero, Christopher J., Abudayyeh, Ala , Shin, Daniel Sanghoon , Yelvington, Bradley, Kanduri, Swetha Rani , Neyra, Javier A. , Shirali, Anushree C. , Bansal, Anip, Geara, Abdallah Sassine , Mithani, Zain, Ziolkowski, Susan , Rashidi, Arash, Jakubowski, Jonathan, Pujari, Ashwini, Dotson, Emily, Wall, Sarah , Patton, John T. , Barreto, Jason N. , Sheikh, M. Salman , Lee, Jamie, Lucchesi, Nicholas, Kolman, Michael David, Rasheed, Muhammad Ahsan, Afzal, Afsheen, Mahesh, Amrita, Hsu, Raymond K. , Nicolaysen, Anthony, Tefera, Kibrewessen, Schretlen, Claire F. , Miller, Ryan M. , Velez, Juan Carlos Q. , Chandrasekhara, Soniya, Donley, Vicki, Patel, Ashka , Krishnamurthy, Shobana, Ali, Rafia, Yilmam, Osman A , Wells, Sophia L., Ortega, Jessica L. , Green‐Lingren, Olivia, Leaf, Rebecca Karp , Sise, Meghan E. , Nayak, Lakshmi , LaCasce, Ann S. , Leaf, David E. , Kaunfer, Sarah A , Rajasekaran, Arun , Shah, Chintan V , Glezerman, Ilya G , Kelly, Katherine , Abudayyeh, Ala , Neyra, Javier A , Edmonston, Daniel , Ziolkowski, Susan L , Bond, David A , Patton, John , Barreto, Jason N , Herrmann, Sandra M , Sheikh, Mohammad S , Hsu, Raymond K , Aklilu, Abinet M , Krishnamurthy, Shobana , Yilmam, Osman A , Ortega, Jessica L , LaCasce, Ann Steward , Leung, Nelson , Leaf, David E , Gupta, Shruti , Dias, Julie-Alexia , Vijayan, Anitha , Zhang, Jingjing , Drappatz, Jan , Sperati, Christopher John , Rashidi, Arash , Bond, David A. , Patton, John T. , Herrmann, Sandra M. , Baz, Rachid , Lee, Jamie, Kolman, M F , Afzal, Afsheen, Kang, Dasol, Mahesh, Amrita, Miller, Ryan M., Flannery, Alexander H , Aklilu, Abinet M. , Anand, Shuchi , Ni, Jian, Wells, Sophia L., Leung, Nelson

Blood | January 6, 2025 | Volume: 145 | Issue: 17 | Pages: 1858-1869

10.1182/blood.2024026211 | PMID 39760780 Get It

Abstract High-dose methotrexate (MTX) results in high rates of acute kidney injury (AKI), neutropenia, and hepatotoxicity. Glucarpidase is a recombinant enzyme that cleaves MTX, but clinical data supporting its use are scarce. We examined the association between glucarpidase administration and outcomes in adults with MTX-AKI from 28 cancer centers across the United States using a sequential target trial emulation framework. The primary end point was kidney recovery at hospital discharge, defined as survival to discharge with serum creatinine <1.5-fold baseline and without dialysis dependence. Key secondary end points were time to kidney recovery, neutropenia, and transaminitis on day 7, and time to death. Using multivariable logistic and Cox regression models, we compared outcomes in patients who received glucarpidase within 4 days following MTX initiation with those in patients who did not. Among 708 patients with MTX-AKI, 209 (29.5%) received glucarpidase. Overall, 183 (25.8%) had a primary end point event. Glucarpidase receipt was associated with a 2.70-fold higher adjusted odds of kidney recovery (95% confidence interval [CI], 1.69–4.31) compared with no glucarpidase receipt. Patients treated with glucarpidase also had faster time to kidney recovery (adjusted hazard ratio [aHR], 1.88; 95% CI, 1.18–3.33) and lower risks of grade ≥2 neutropenia (adjusted odds ratio [aOR], 0.50; 95% CI, 0.28–0.91) and grade ≥2 transaminitis (aOR, 0.50; 95% CI, 0.28–0.91) on day 7. There was no difference in time to death (aHR, 0.76; 95% CI, 0.49–1.18). These data suggest glucarpidase may improve both renal and extrarenal outcomes in patients with MTX-AKI.
Towards H&E Referenced Multiplex Immunofluorescence Interpretation: Spatial Co-localization, Cell Feature Validation, and Virtual H&E Generation
Wang, Chen , Moore, Raymond M. , Novotny, Brenna C. , Guo, Ruifeng , Fogarty, Zachary C. , Liu, Yuanhang , Goode, Ellen L. , Winham, Stacey J. , Markovic, Svetomir N. , Jiang, Jun , Novotny, Brenna , Guo, Ruifeng , Fogarty, Zachary C , Goode, Ellen L , Winham, Stacey J , Markovic, Svetomir , Wang, Chen , Jiang, Jun

No container title available | January 6, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-5619126/v1 | PMID 39866878 Get It

Abstract Multiplexed Immunofluorescence (MxIF) enables detailed immune cell phenotyping, providing critical insights into cell behavior within the tumor immune microenvironment (TIME). However, signal integrity can be compromised due to the complex cyclic staining processes inherent to MxIF. Hematoxylin and Eosin (H&E) staining, on the other hand, offers complementary information through its depiction of cell morphology and texture patterns and is often visually cross-referenced with MxIF in clinical settings. In this study, we proposed a novel framework to align H&E and MxIF images for precise cross-modal cell feature validation. Using cell detection outputs from each modality as anchors, we formulated the multimodal image registration problem as point set alignment. Coherent Point Drift (CPD) is employed for initial alignment, followed by Graph Matching (GM) for refinement. Evaluations on ovarian cancer tissue microarrays (TMAs) demonstrate that our method achieves high alignment accuracy, enabling reliable validation of cell-level features across modalities for both restained and serial sections. Our results indicate that restained H&E enhances confidence in findings derived from MxIF. Additionally, we demonstrated the feasibility of generating high-quality virtual H&E images from MxIF data when restained H&E is unavailable, offering a viable alternative for integrated multimodal analysis.