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27 citation(s) found for "T Neal, Matthew".

A stochastic, physiology-based digital twin model of hemostasis and oxygenation in trauma resuscitation
Vieni, Casey , Iftekharuddin, Anika, Ward, Kevin, Pittman, Roland, Norgan, Andrew, Neal, Matthew, Triulzi, Darrell, Spinella, Phillip, Sperry, J L, Yazer, Mark, Ward, Kevin R. , Seheult, Jansen, Iftekharuddin, Anika, Pittman, Roland Nathan , Spinella, Philip C. , Yazer, Mark H. , Seheult, Jansen N.

No container title available | July 8, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-10273801/v1 | PMID 42466392 Get It

Abstract Hemorrhagic shock is a common emergency that accounts for more than 10% of global mortality and up to 40% of trauma-related mortality. The Advanced Trauma Life Support (ATLS) guidelines outline resuscitation strategies in patients with massive hemorrhage based on clinical trial and observational data. Early intervention with fluids and/or blood products is recommended during resuscitation as key to maintaining vascular patency, stabilizing a patient’s blood pressure, maintaining tissue oxygenation, and limiting shock. From a transfusion perspective, there is wide heterogeneity in the quality of blood products due to donor and manufacturing variation. The optimal transfusion strategy for massive hemorrhage remains unclear. In silico models of resuscitation may offer a means to evaluate the effectiveness and safety of various resuscitation protocols. Here we describe a stochastic multicompartment model of fluid balance and resuscitation that includes (i) cardiovascular hemodynamics, (ii) body fluid compartments and capillary solute exchange, (iii) the ability to alter hemorrhage, resuscitation, and hemostasis parameters, and (iv) tissue oxygenation and capillary-alveolar gas exchange. Building upon deterministic frameworks, this stochastic model more faithfully reflects the clinical heterogeneity of bleeding patients at a level I trauma center. This allows for a proof of concept in silico trial comparing crystalloids, conventional component therapy (CCT), i.e. red cell, platelet and plasma components, to cold-stored low titer group O whole blood (LTOWB). In an in silico cohort of ATLS class III (>30% and ≤40% blood volume lost) hemorrhage, LTOWB resuscitation reduced the time spent in the critical hemostatic window (platelet count <50x109/L, INR≥2, hemoglobin (Hgb) <8 g/dL and fibrinogen <150 mg/dL) compared with CCT (90.59 vs. 147.62 minutes; p=0.04), with no difference in predicted event-free survival (t = 240 minutes; cardiac < 1.5, fluid overload > 10% or SBP > 150% of the starting SBP, or Hgb < 3.0 g/dL). In a separate cohort of ATLS class IV (>40% blood volume lost) hemorrhage, LTOWB yielded a higher predicted event-free survival (74%) versus the CCT arm (69%, p < 0.01). We demonstrate how this in silico platform can function as a digital twin for hemorrhagic trauma enabling precision transfusion strategies, and in parallel, an operational twin to support blood banks to forecast blood product demand and inform massive transfusion protocols and clinical trial design.
Soluble Thrombomodulin Links Viremia and Mortality During COVID‐19: Results From the ACTIV‐4a Trial
Zuchelkowski, Benjamin E. , Inman, Kyle, Nouraie, S Mehdi, Beru, Neeharika, Naqvi, Asma , Qin, Shulin, Yeh, Calvin H., Zhang, Yingze , Shah, Faraaz , Sharma, Lokesh , Zhang, Lianghui , Morris, Alison, Kim, Paul Y., Jacobs, Jana L. , Nouraie, Mehdi , Inman, Kyle W , Nouraie, Seyed Mehdi , Shah, Faraaz A , Zhang, Lianghui , McVerry, Bryan J , Morris, Alison , Neal, Matthew D , Seheult, Jansen N , Kitsios, Georgios D , Mellors, John W , Lawrence, Daniel A , Kim, Paul Y , Jacobs, Jana L , Bain, William G , Zhang, Yingze , Inman, Kyle , Naqvi, Asma , Qin, Shulin , Yeh, Calvin H., Sharma, Lokesh , Dela Cruz, Charles S , Seheult, Jansen N.

Journal of the American Heart Association | May 6, 2026 | Volume: 15 | Issue: 10 | Pages: No page available

10.1161/jaha.125.047693 | PMID 42089155 Get It

Background COVID‐19 and other respiratory viral infections can cause cardiovascular complications. SARS‐CoV‐2 virions are found in the blood, and circulating viral RNA levels are associated with death. We hypothesized that viremia can induce thrombotic endotheliopathy that contributes to death and studied this relationship in patients hospitalized for COVID‐19 and enrolled in the ACTIV‐4a (Accelerating COVID‐19 Therapeutic Interventions and Vaccines) randomized trial of antithrombotic therapy. Methods We quantified SARS‐CoV‐2 nucleocapsid RNA and protein in plasma and measured their associations with clinical outcomes and biomarkers of thromboinflammation and endotheliopathy. We used Cox regression and Fine–Gray competing risk models to analyze survival and thrombosis. We conducted causal mediation analysis to explore whether thrombotic endotheliopathy mediates the relationship between viral RNA and death. Results In 93 patients, SARS‐CoV‐2 RNA and N‐antigen were higher in nonsurvivors. Baseline viral RNA levels were associated with increased 90‐day death (hazard ratio [HR], 1.31 [95% CI, 1.17–1.46]) and thrombosis (HR, 1.35 [95% CI, 1.24–1.47]). Viral RNA more effectively predicted survivorship than N‐antigen levels. Soluble thrombomodulin, a biomarker of thrombotic endotheliopathy, positively correlated with viral RNA levels. Mediation analysis revealed that soluble thrombomodulin accounts for 12.2% (95% CI, 0.1%–32.3%; P =0.048) after adjustment for age and sex of the relationship between viral RNA and the 90‐day mortality rate. Conclusions Elevated plasma SARS‐CoV‐2 RNA levels are associated with death in ACTIV‐4a, which is causally mediated in part by soluble thrombomodulin. We propose that lung–blood viral dissemination is a potential mechanism for cardiovascular complications of respiratory viruses. Registration URL: https://www.clinicaltrials.gov ; Unique Identifier: NCT04505774.
Bone Cancer, Version 2.2025, NCCN Clinical Practice Guidelines In Oncology
Biermann, J. Sybil, Boles, Sarah G , Brigman, Brian E. , Callan, Alexandra K. , Cranmer, Lee D., Davis, Jessica , Donnelly, Eric D. , Ferguson, Michael J. , Graham, Ann, Groundland, John , Hess, Matthew, Hiniker, Susan M. , Hoover‐Regan, Margo , Jonard, Brandon , Lindskog, Dieter M. , Mayerson, Joel , McGarry, Sean V., Olson, Daniel J. , Rose, Peter S. , Santana, Victor M. , Satcher, Robert L. , Schwartz, Herbert S. , Shulman, Rebecca M. , Wustrack, Rosanna , Yoon, Janet, Hang, Lisa E., Jones, Frankie, Sansone, Nicholas, Lyons, Megan , Hirbe, Angela C. , Ahlawat, Shivani , Bernthal, Nicholas M , Binitie, Odion , Cipriano, Cara A. , Cranmer, Lee D. , Graham, Ann, Hess, Matthew, Hornick, Jason L. , Kuechle, Joseph , Morris, Carol D. , Thorpe, Steven W. , Wilky, Breelyn A , Lyons, Megan

Journal of the National Comprehensive Cancer Network | April 9, 2025 | Volume: 23 | Issue: 4 | Pages: No page available

10.6004/jnccn.2025.0017 | PMID 40203873 Get It

Ewing sarcoma and osteosarcoma constitute 36% of all primary bone cancers. However, these 2 subtypes represent the most commonly diagnosed bone cancer types in the pediatric and adolescent population. Although still largely unknown, certain genetic mutations, rearrangements, and/or predisposition syndromes likely play a role in the pathogenesis of bone cancer. Osteosarcoma may also develop as a direct result of the long-term side effects of radiation therapy. With the implementation of a multimodality approach to treatment, including multiagent neoadjuvant and adjuvant chemotherapy regimens, targeted therapy options, surgery, and radiation, individuals with Ewing sarcoma and osteosarcoma are showing higher cure rates and improved overall survival. The NCCN Guidelines for Bone Cancer provide a consensus and evidence-based framework for the workup, management, and surveillance of local and recurrent/metastatic disease.
SARS-CoV-2 Viremia Associates With Thrombosis and Mortality in the ACTIV-4a Trial
Zuchelkowski, Benjamin E. , Naqvi, Asma , Qin, S., Zhang, Li , Morris, Amy, Jacobs, Jordan, Nouraie, Mehdi , Zhang, Y., Dela Cruz, Charles S , McVerry, Bryan J , Morris, A., Neal, Matthew D , Seheult, Jansen N. , Kitsios, Georgios D , Mellors, John W , Kim, P., Bain, William G

C18. TRANSLATING SCIENCE IN RESPIRATORY INFECTIONS | April 30, 2024 | Volume: No volume available | Issue: No issue available | Pages: A5011-A5011

10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a5011 Get It

Lower‐Extremity Injuries Predominate in American High School Tennis Players
Llanes, Aaron C. , Deckey, David G. , Curley, Kara L. , Curley, Natalie D., Chhabra, Anikar , Neal, Matthew T. , Chhabra, Anikar , Zhang, Nan

Arthroscopy, Sports Medicine, and Rehabilitation | October 19, 2023 | Volume: 5 | Issue: 6 | Pages: No page available

10.1016/j.asmr.2023.100811 | PMID 37881190 Get It

Purpose To describe injury epidemiology in U.S. adolescent tennis players between 2014 and 2018 via the High School Reporting Information Online (HS RIO) database. Methods The HS RIO database was queried for injury data on high school tennis players as reported by athletic trainers between 2014 and 2018. Injuries were analyzed according to athlete demographics, injury type, location, and context. Variables of interest between male and female athletes were compared using Pearson χ 2 test or Fisher exact test. Results In total, 176 injuries in high school tennis players between 2014 and 2018 were identified in the HS RIO database. Overall, 25.6% (45/176) occurred in the ankle, 12.5% (22/176) in the knee, and 9.7% (17/176) in the wrist. The most common types of injuries were ligament sprains and muscle strains at 35.2% (62/176) and 17.6% (31/176) of injuries, respectively. Although most injuries were unrelated to contact, such as overuse and heat exertion or stroke, 28.7% (47/176) of injuries were the result of rotation around a planted foot/inversion of the foot. We found no difference in injury patterns between male and female high school tennis athletes. Conclusions We found no difference in injury patterns between male and female U.S. high school tennis athletes. The ankles, knees, and wrists were the most commonly injured areas in this population. The most common types of injuries were ligament sprains and muscle strains. Although many injuries were new, athletes rarely required surgery and returned to play. Finally, we found no difference in injury patterns between male and female high school tennis athletes. Clinical Relevance The epidemiology of injuries among high school tennis players is poorly understood. The information from this study will help us to understand these injuries and how we may be able to better prevent them.
Hemostatic In Vitro Properties of Novel Plasma Supernatants Produced from Late-storage Low-titer Type O Whole Blood
Mihalko, Emily , Rahn, Katelin, Seheult, Jansen N. , Cap, Andrew P., Triulzi, Darrell J., Yazer, Mark H. , Shea, Susan M. , Mihalko, Emily P , Shea, Susan M , Seheult, Jansen N , Srinivasan, Amudan J. , Spinella, Philip C. , Cap, Andrew P., Neal, Matthew D

Anesthesiology | April 7, 2023 | Volume: 139 | Issue: 1 | Pages: 77-90

10.1097/aln.0000000000004574 | PMID 37027803 Get It

Background The use of low-titer group O whole blood is increasing. To reduce wastage, unused units can be converted to packed red blood cells. Supernatant is currently discarded post-conversion; however, it could be a valuable transfusable product. The aim of this study was to evaluate supernatant prepared from late-storage low-titer group O whole blood being converted to red blood cells, hypothesizing it will have higher hemostatic activity compared to fresh never-frozen liquid plasma. Methods Low-titer group O whole blood supernatant (n = 12) prepared on storage day 15 was tested on days 15, 21, and 26 and liquid plasma (n = 12) on 3, 15, 21, and 26. Same-day assays included cell counts, rotational thromboelastometry, and thrombin generation. Centrifuged plasma from units was banked for microparticle characterization, conventional coagulation, clot structure, hemoglobin, and additional thrombin generation assays. Results Low-titer group O whole blood supernatant contained more residual platelets and microparticles compared to liquid plasma. At day 15, low-titer group O whole blood supernatant elicited a faster intrinsic clotting time compared to liquid plasma (257 ± 41 vs . 299 ± 36 s, P = 0.044), and increased clot firmness (49 ± 9 vs . 28 ± 5 mm, P < 0.0001). Low-titer group O whole blood supernatant showed more significant thrombin generation compared to liquid plasma (day 15 endogenous thrombin potential 1,071 ± 315 vs . 285 ± 221 nM·min, P < 0.0001). Flow cytometry demonstrated low-titer group O whole blood supernatant contained significantly more phosphatidylserine and CD41 + microparticles. However, thrombin generation in isolated plasma suggested residual platelets in low-titer group O whole blood supernatant were a greater contributor than microparticles. Additionally, low-titer group O whole blood supernatant and liquid plasma showed no difference in clot structure, despite higher CD61 + microparticle presence. Conclusions Plasma supernatant produced from late-storage low-titer group O whole blood shows comparable, if not enhanced, in vitro hemostatic efficacy to liquid plasma. Editor’s Perspective What We Already Know about This Topic What This Article Tells Us That Is New
Abstract 5621: Multi-parametric MRI maps regional heterogeneity of high grade glioma phenotypes
Flick, Matthew , Weiskittel, Taylor M. , Meng-Lin, Kevin, Blomquist, Mylan, Wang, Luija, Sereduk, Christopher, León, Gustavo De , Nespodzany, Ashley , Urcuyo, Javier , Gonzalez, Ashlynn, Singleton, Kyle , Anil, Aliya , Simmineh, Natenael, Lewis, Erika , Patel, Reyna A., Wang, Panwen , Eschbacher, Jennifer , Smith, Kris A. , Bendok, Bernard R. , Zimmerman, Richard S. , Krishna, Chandan , Patra, Devi Prasad, Lyons, Mark , Neal, Matthew T. , Donev, Kliment , Mrugała, Maciej M. , Porter, Alyx B. , Beeman, Scott C. , Lasorella, Anna , Quarles, C. Chad , Tran, Nhan L. , Hu, Leland , Tran, Nhan L , D’Angelo, Fulvio , Caruso, Francesca Pia , Ensign, Shannon P. Fortin , Sereduk, Chris , Leon, Gustavo De, Curtin, Lee , Noviello, Teresa , Wang, Junwen , Hawkins‐Daarud, Andrea , Jackson, Pamela , Nakaji, Peter , Patel, Naresh P. , Zhou, Yuxiang , Baxter, Leslie C. , Plaisier, Christopher L. , Li, Jing , Li, Hu, Swanson, Kristin R , Ceccarelli, Michele , Iavarone, Antonio

Cancer Research | April 4, 2023 | Volume: 83 | Issue: 7_Supplement | Pages: 5621-5621

10.1158/1538-7445.am2023-5621 Get It

Abstract High grade glioma (HGG) represents a group of devastating diseases with dismal prognosis. Surgical resection of the contrast enhancing (CE) region of HGG remains the mainstay of treatment, but recurrence inevitably arises from the unresected non-contrast enhancing (NE) region, surgically inaccessible due to cancer cell invasion into healthy brain tissue. Due to its critical role in recurrence, understanding of the NE region is central to the improvement of clinical outcomes. We reveal the biological characteristics of this region through image localized multi-regional sampling. We linked microenvironmental characteristics measured by multi-parametric MRI to genomic mutations and transcriptional phenotypes using mixed effect modeling which allowed us to control for individualized patient effects. We first confirmed that T2 is a significant indicator of IDH mutation status in the NE region, being the first description of such a relationship in a HGG cohort. We found the combination of EGFR amplification and CDKN2A homozygous loss was associated with a significantly lower mean diffusivity (MD) compared to double wild type tumors in the NE region, indicating the presence of greater cellular packing and proliferation in EGFR amplification/CDKN2A loss regions. Finally, using single cell pathway based tumor classifications, we showed that nK2, a DSC-MRI metric representing cell size heterogeneity, correlated positively with neuronal signature and negatively with glycolytic/plurimetabolic signature within the NE tumor, indicating that glycolytic/plurimetobolic tumors possessed a high amount of cell size heterogeneity compared to neuronal samples. This hypothesis was supported using digital reference object (DRO) modeling which confirmed that cell size and heterogeneity drove the differential nK2 signal between neuronal and glycolytic/plurimetabolic samples. We identified immune cell infiltrate as one possible mechanism of increased cell size heterogeneity using transcriptomic signature analysis which found more immune cell signatures within glycolytic/plurimetobolic tumors compared to neuronal. Collectively this study demonstrates the central role of multi-parametric MRI as a non-invasive measure of tumor biology and a tool for understanding the clinically critical NE region which can then inform new therapies targeting this region of HGG recurrence. Citation Format: Matthew Flick, Taylor Weiskittel, Kevin Meng-Lin, Fulvio D'Angelo, Francesca Caruso, Shannon Ensign, Mylan Blomquist, Luija Wang, Christopher Sereduk, Gustavo De Leon, Ashley Nespodzany, Javier Urcuyo, Ashlynn Gonzalez, Lee Curtin, Kyle Singleton, Aliya Anil, Natenael Simmineh, Erika Lewis, Teresa Noviello, Reyna Patel, Panwen Wang, Junwen Wang, Jennifer Eschbacher, Andrea Hawkins-Daarud, Pamela Jackson, Kris Smith, Peter Nakaji, Bernard Bendok, Richard Zimmerman, Chandan Krishna, Devi Patra, Naresh Patel, Mark Lyons, Matthew Neal, Kliment Donev, Maciej Mrugala, Alyx Porter, Scott Beeman, Yuxiang Zhou, Leslie Baxter, Christopher Plaisier, Jing Li, Hu Li, Anna Lasorella, Chad Quarles, Kristin Swanson, Michele Ceccarelli, Antonio Iavarone, Nhan Tran, Leland Hu. Multi-parametric MRI maps regional heterogeneity of high grade glioma phenotypes. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 5621.
Voltage-Gated Proton Channel Hv1 Regulates Neuroinflammation and Dopaminergic Neurodegeneration in Parkinson’s Disease Models
Neal, Matthew L., Beier, Eric E., Hossain, Muhammad M. , Boyle, Alexa, Kim, CK , Mhatre‐Winters, Isha , Wu, Long‐Jun , Kim, Chunki , Mhatre-Winters, Isha , Wu, Long-Jun , Neal, Matthew P, Boyle, Alexa M., Zheng, Jiaying , Richardson, Jason R.

Antioxidants | February 27, 2023 | Volume: 12 | Issue: 3 | Pages: 582

10.3390/antiox12030582 | PMID 36978830 Get It

Although the precise mechanisms for neurodegeneration in Parkinson’s disease (PD) are unknown, evidence suggests that neuroinflammation is a critical factor in the pathogenic process. Here, we sought to determine whether the voltage-gated proton channel, Hv1 (HVCN1), which is expressed in microglia and regulates NADPH oxidase, is associated with dopaminergic neurodegeneration. We utilized data mining to evaluate the mRNA expression of HVCN1 in the brains of PD patients and controls and uncovered increased expression of the gene encoding Hv1, HVCN1, in the brains of PD patients compared to controls, specifically in male PD patients. In an acute 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP; 4 × 16 mg/kg) mouse model of PD, Hvcn1 gene expression was increased 2-fold in the striatum. MPTP administration to wild-type (WT) mice resulted in a ~65% loss of tyrosine hydroxylase positive neurons (TH+) in the substantia nigra (SN), while a ~39% loss was observed in Hv1 knockout (KO) mice. Comparable neuroprotective effects of Hv1 deficiency were found in a repeated-dose LPS model. Neuroprotection was associated with decreased pro-inflammatory cytokine levels and pro-oxidant factors in both neurotoxicant animal models. These in vivo results were confirmed in primary microglial cultures, with LPS treatment increasing Hvcn1 mRNA levels and Hv1 KO microglia failing to exhibit the LPS-mediated inflammatory response. Conditioned media from Hv1 KO microglia treated with LPS resulted in an attenuated loss of cultured dopamine neuron cell viability compared to WT microglia. Taken together, these data suggest that Hv1 is upregulated and mediates microglial pro-inflammatory cytokine production in parkinsonian models and therefore represents a novel target for neuroprotection.
A brief human history of ankylosing spondylitis: A scoping review of pathogenesis, diagnosis, and treatment
Murphy, Sierra , Nguyen, Brandon , Brown, Nolan J. , Neal, Matthew T. , Kalani, Maziyar A. , Murphy, Sierra N, Nguyen, Brandon A., Shahrestani, Shane , Nguyen, Brandon A , Singh, Rohin , Patel, Naresh P.

Surgical Neurology International | July 15, 2022 | Volume: 13 | Issue: No issue available | Pages: 297

10.25259/sni_294_2022 | PMID 35928330 Get It

Background: Ankylosing spondylitis (AS) is a chronic, progressive, inflammatory disease of the spine and SI joints. Diagnostic criteria and treatments have continued to evolve, necessitating a historical compendium of AS and its management. This paper aims to review the historical context underlying the discovery of AS, as well as the major diagnostic and therapeutic discoveries in the last two centuries. Methods: A scoping review of the literature pertaining to AS was performed via the Pubmed, Scopus, and Web of Science databases. Future directions of AS treatments were assessed by querying the clinicaltrials.gov website. Results: The history of AS can be traced as far back as ancient Egypt (as evidenced by the discovery of its presence in ancient Egyptian mummies) to the late 20th century, when the inherited nature of AS was linked to a genetic factor, HLA-B27. Each discovery made throughout the years led to further investigations into the pathophysiology, diagnosis, and treatment of AS. The criteria to differentiate AS from rheumatoid arthritis were first reported in 1893. Since then, diagnostic criteria for AS have undergone a series of changes before the present-day diagnostic criteria for AS were ultimately determined in 2009 by the Assessment of Spondyloarthritis International Society. Conclusion: As the pathophysiology of AS is better understood, healthcare providers are able to diagnose and treat the condition more effectively. In particular, earlier diagnosis and multiple treatment options have facilitated efficient and more effective treatment.
Proteomics of Coagulopathy Following Injury Reveals Limitations of Using Laboratory Assessment to Define Trauma-Induced Coagulopathy to Predict Massive Transfusion
Moore, Hunter B. , Bertolet, Marnie , Barrett, Christopher D. , Bird, Molly A. , Moore, Ernest E. , Sperry, Jason L., Zuckerbraun, Brian S. , Park, Myung S., Cohen, Mitchell J. , Morrissey, James H. , Investigators, TACTIC, Neal, Matthew D , Joughin, Brian A. , Yaffe, Michael B. , Tracy, Russell P. , Wisniewski, Stephen R. , Investigators, TACTIC

Annals of Surgery Open | May 25, 2022 | Volume: 3 | Issue: 2 | Pages: e167

10.1097/as9.0000000000000167 | PMID 36177090 Get It

Objective: Trauma-induced coagulopathy (TIC) is provoked by multiple mechanisms and is perceived to be one driver of massive transfusions (MT). Single laboratory values using prothrombin time (INR) or thrombelastography (TEG) are used to clinically define this complex process. We used a proteomics approach to test whether current definitions of TIC (INR, TEG, or clinical judgment) are sufficient to capture the majority of protein changes associated with MT. Methods: Eight level I trauma centers contributed blood samples from patients available early after injury. TIC was defined as INR >1.5 (INR-TIC), TEG maximum amplitude <50 mm (TEG-TIC), or clinical judgment (Clin-TIC) by the trauma surgeon. MT was defined as >10 units of red blood cells in 24 hours or >4 units RBC/hour during the first 4 hours. SomaLogic proteomic analysis of 1305 proteins was performed. Pathways associated with proteins dysregulated in patients with each TIC definition and MT were identified. Results: Patients (n = 211) had a mean injury severity score of 24, with a MT and mortality rate of 22% and 12%, respectively. We identified 578 SOMAscan analytes dysregulated among MT patients, of which INR-TIC, TEG-TIC, and Clin-TIC patients showed dysregulation only in 25%, 3%, and 4% of these, respectively. TIC definitions jointly failed to show changes in 73% of the protein levels associated with MT, and failed to identify 26% of patients that received a massive transfusion. INR-TIC and TEG-TIC patients showed dysregulation of proteins significantly associated with complement activity. Proteins dysregulated in Clin-TIC or massive transfusion patients were not significantly associated with any pathway. Conclusion: These data indicate there are unexplored opportunities to identify patients at risk for massive bleeding. Only a small subset of proteins that are dysregulated in patients receiving MT are statistically significantly dysregulated among patients whose TIC is defined based solely on laboratory measurements or clinical assessment.