Life Sciences Commons^™

Living Shoreline Prioritization And Hydrodynamic Habitat Suitability Models For Restoration In The Indian River Lagoon And Lake Worth Lagoon, Florida, Kelly M. Kibler, Melinda J. Donnelly, Vincent Encomio, Madison Giuntoli, Manisha Thenuwara, Brice Bennett, Laura Andrade Barron, Mariam Sonbol, Wynter Raine Seppala, Namritha Ramakrishnan, Jennifer Jordan Báez, Beth Orlando, Irene Arpayoglou, Melissa Meisenburg

Indian River Lagoon Shorelines

The spatial dataset: UCF_shorelinemodel_IRL_LWL.shp, was created with support from the Indian River Lagoon National Estuaries Program and Florida Sea Grant. These projects cumulatively led to creation of a living shoreline restoration prioritization model and hydrodynamic habitat suitability models for 1,550 km (963 miles) of estuarine shorelines in Indian River Lagoon and Lake Worth Lagoon.

The dataset presented herein includes:

1. shoreline data from >15,000 transects collected in the field,
2. shoreline wave climate data created through hydrodynamic modeling and frequency analysis of historic data,
3. categorization of potential risk for shoreline boat wake impact,
4. persistence of seagrass within 210 m of the shoreline, …

Micronuclei As A Marker Of Genotoxicity In An Urban Songbird., Elise Mittlestat

College of Arts & Sciences Senior Theses

A rise in industry and vehicle emissions in the last 20 years has led to an increase in exposure to air pollution. Air pollution has been identified as a major threat to both human and animal health and it has been linked to elevated oxidative stress. One of the most severe consequences of oxidative stress is genotoxic damage. Birds have been identified as promising sentinels for human health, but the effects of air pollution on genotoxicity in birds is understudied. In this study, I evaluated the association between air pollution and markers of genotoxicity in American Robins (Turdus migratorius) to …

Odor Concentration Matters: How Odor Concentration Guides Consummatory Behavior And Formation Of Odor-Taste Associations In Rats, Dinna N. Ferreira

College of Arts & Sciences Senior Theses

Taste concentration is a key determinant of palatability. For example, higher concentrations of sucrose, a sweet taste, are typically preferred to lower ones, whereas the opposite is true for citric acid, a sour taste. Yet taste is not the only determinant of food preference. Flavor arises from the integration of taste and olfactory cues, and repeated exposure to odor-taste combinations can lead odors to acquire the hedonic value of their associated taste. However, the contribution of odor concentration, independent of taste, in guiding consummatory behavior is not well understood.

To address this, we conducted two experiments using a two-bottle brief-access …

Investigating The Effect Of Kcl Stress In Raphanus Sativus, Stephanie N. Nelms, Mason Oelke, Luke Cantu, Amanda Munoz, Gisel Cardenas, Grace Cogswell, Tatum Simms, Aniruddha Acharya

Undergraduate Research

Presented by Stephanie Nelms at the Arkansas INBRE Conference on November 7-8, 2025.

Consumers Stabilize Grassland Ecosystem Functions By Destabilizing Belowground Communities Under Abiotic Stress, Jane M. Lucas, Michelle L. Budny, Nathan P. Lemoine

Biological Sciences Faculty Research and Publications

Consumers play a critical role in mediating plant and ecosystem responses to abiotic stress, yet their influence on belowground processes under changing environmental conditions remains underexplored. Insect consumers are vital components of grassland ecosystems that can shape ecosystem function and stability by mitigating how plant and microbial communities respond to abiotic stress, like drought. This study investigates how small-bodied consumers influence the magnitude and stability of grassland belowground functions across gradients of abiotic stress. We conducted a fully factorial field experiment manipulating consumer presence and induced drought over a growing season. Our results reveal that the presence of consumers stabilizes …

Biophysical Processes Of Morphogenesis In Lizard Lungs, Kaleb Hill, Aaron H. Griffing, Michael A. Palmer, Bezia Lemma, Aria S. Lupo, Tony Gamble, Natalia A. Shylo, Andrej Kosmrlj, Paul A. Trainor, Celeste M. Nelson

Biological Sciences Faculty Research and Publications

Background

The lungs of squamate reptiles (lizards and snakes) are highly diverse, exhibiting single chambers, multiple chambers, transitional forms with two to three chambers, along with a suite of other anatomical features, including finger-like epithelial projections into the body cavity known as diverticulae. During embryonic development of the simple, sac-like lungs of anoles, the epithelium is pushed through the openings of a pulmonary smooth muscle mesh by the forces of luminal fluid pressure. This process of stress ball morphogenesis generates the faveolar epithelium typical of squamate lungs.

Results

Here, we compared embryonic lung development in brown anoles, leopard geckos, and …

Thalamocortical Structural Covariation Networks Are Related To Familial Risk For Schizophrenia In The Context Of Lower Nuclei Volume Estimates In Patients: An Enigma Study, Annalisa Lella, Linda A. Antonucci, Roberta Passiatore, Loredana Bellantuono, Pierluigi Selvaggi, Teresa Popolizio, Guido Di Sciascio, Alessandro Saponaro, Patrizia Ricci, John Blangero

School of Medicine Publications

Background

Structural brain differences in the thalamus and the cortex have been widely reported in schizophrenia (SCZ) relative to neurotypical control individuals (NCs). Most previous studies examined the thalamusas a whole as a single region of interest. In addition, findings in individuals at familial high risk for SCZ (FHRs) remain inconclusive. Here, we investigated whether local and network-wide thalamic-related structural alterations vary as a function of familial risk for SCZ.

Methods

Structural magnetic resonance imaging scans were obtained from 5197 participants (NC, n = 3409; FHR, n = 257; SCZ, n = 1531) across 32 cross-sectional samples within the …

Fisheries Research Report No. 355: Recreational Fishing For Western Rock Lobster In 2024/25: Estimates Of Participation, Effort And Catch, Claire B. Smallwood, Karina L. Ryan, Alissa Tate

Fisheries Research Reports

The Western Rock Lobster (WRL) (Panulirus cygnus) is the most commonly caught Rock Lobster (RL) species in Australia. Catches from the commercial and recreational sectors are required to determine and monitor Total Allowable Commercial Catch (TACC), Total Allowable Recreational Catch (TARC) and the proportion of Allowable Harvest Level (AHL) achieved. The TARC is evaluated annually based on a 5-year average.

Data for the recreational sector are obtained using phone-recall surveys to provide annual estimates of participation, fishing effort and retained catch (by numbers) from recreational fishers who hold a RL licence. Average weight, obtained from boat ramp surveys, are used …

Recycling Waste Via Insect Agriculture: Frass Impacts On Soil And Plant Health, Helen C.S. Amorim, Amanda J. Ashworth, Thomas F. Ducey, Valerie B. Brewer-Gunsaulis, Gerson L. Drescher, Philip R. Owens, Alana H. Patterson, Giovanna De Blais, Iris Van Straaten

Crop, Soil and Environmental Sciences Faculty Publications and Presentations

Frass-the main by-product of insect rearing for animal feed-is emerging as a promising soil amendment and plant growth promoter. However, basic agronomic information is lacking and prevents frass' widespread use as a biofertilizer. This study assessed impacts of black soldier fly (Hermetia illucens L. [Diptera: Stratiomyidae]) frass on soil fertility, crop growth, and quality compared to poultry litter (PL). Irrigated and non-irrigated soybean (Glycine max L. Merr.) and non-irrigated switchgrass (Panicum virgatum L.) plots received either PL (5.6 Mg ha(-1)), low frass rate (LF; 5.6 Mg ha(-1)), high frass rate (HF; 11.2 Mg ha(-1)), besides the unamended control (CT). In …

Fisheries Science Update - Western Australian Shark Resource: 2024 Stock Assessment Outcomes, Department Of Primary Industries And Regional Development, Western Australia

Fisheries Science Updates

The Western Australian (WA) shark resource includes more than 100 species of sharks and rays.

Key shark species are sustainably harvested in two commercial shark fisheries that provide fresh, local, affordable seafood to the WA community.

The WA shark resource has been in recovery since the 1990s–2000s when stocks were found to be at risk.

The Department of Primary Industries and Regional Development (DPIRD) tracks stock status by undertaking periodic weight of evidence stock assessments of indicator species.

Gummy, whiskery, dusky whaler, and sandbar sharks, are the indicator species for the WA shark resource, and make up ~80% of the …

Restricting Metabolic Plasticity Enhances Stress Adaptation Through The Modulation Of Pdh And Hif1a In Trap1-Depleted Colon Cancer, Hong-Yuan Tsai, Miao-Hsueh Chen, Jihye Yun, Lisa A Lai, John F Valentine, Mary P Bronner, Teresa A Brentnall, Sheng Pan, Ru Chen

Faculty, Staff and Student Publications

Metabolic plasticity allows cancer cells to survive under adverse conditions. To investigate the role of mitochondrial chaperone tumor necrosis factor receptor-associated protein 1 (TRAP1) in this process, we used CRISPR/Cas9 mediated genetic deletion to knock out (KO) TRAP1 in colon cancer cells. Depletion of TRAP1 triggered a series of events: induced metabolic reprogramming, increased glycolytic flux, downregulation of mitochondrial complex I, and elevated ROS generation. TRAP1-deficient cells showed tolerance to Oxidative Phosphorylation (OXPHOS) inhibitors and exhibited a higher extracellular acidification rate (ECAR). Additionally, TRAP1 depletion activated hypoxia response elements (HREs) and upregulated HIF1A target genes such as GLUT1 and MCT1. …

Apol2 Stabilizes Ku80 To Confer Nhej-Mediated Radioresistance In Gastric Cancer, Dan Zu, Qimei Bao, Hanyi He, Yuke Zhong, Mingcong Deng, Yangchan Hu, Chunkai Zhang, Chen Liang, Yixing Huang, Haidong Liu, Xiao Li, Yanhua He, Guoyan Luo, Weixin Wu, Fenghui Guan, Shengfeng Xu, Min Liu, Albino Bacolla, Ji Jing, Yian Du, John A Tainer, Yin Shi, Zu Ye, Xiangdong Cheng

Faculty, Staff and Student Publications

Radiotherapy is one of the most important adjuvant treatment methods for gastric cancer (GC). However, radioresistance remains a major clinical obstacle. In this study, APOL2 is identified as a key player in promoting non-homologous end joining (NHEJ)-mediated double-strand break (DSB) repair and enhancing radioresistance in GC. Bioinformatics and clinical data revealed that high APOL2 expression is correlated with poor prognosis in GC patients. Functional experiments showed that APOL2 overexpression enhances genomic stability by accelerating DSB repair via the NHEJ pathway, while APOL2 knockout impairs repair capacity. Mechanistically, APOL2 binds to and stabilizes Ku80 by enhancing USP7-mediated deubiquitylation, thereby increasing Ku80 …

Age- And Step-Length-Dependent Alterations In Muscle Synergies And Joint Coordination During Unexpected Gait Termination, Woohyoung Jeon, Ashley Dalby, Xuanliang Neil Dong, Melinda Hermanns

Health & Kinesiology Faculty Publications and Presentations

Background: Falls in older adults often occur during unexpected gait termination, when rapid deceleration is required. Age-related declines in strength, proprioception, and coordination impair efficient distal-to-proximal braking, raising fall risk. Variable step lengths, ranging from “normal” steps to larger “big” steps used when hurrying, better reflect real-world walking demands and pose greater mechanical and neuromuscular challenges. This study investigated how age and step length affect muscle synergy complexity and joint coordination during unexpected gait stops.

Methods: Twelve healthy younger and twelve healthy older adults performed normal- and big-step stops in response to random visual cues during walking. Surface EMG from …

Biosecurity Council Of Western Australia Annual Report 2024-25, Department Of Primary Industries And Regional Development, Western Australia

Biosecurity published reports

Established in 2008, the Biosecurity Council of Western Australia (Council) is a specialist advisory group to the Minister for Agriculture and Food (Minister), the Hon Jackie Jarvis MLC and Director General (DG) of Department of Primary Industries and Regional Development (DPIRD).

The Council operates at a strategic level, with a long-term vision for effective biosecurity in Western Australia (WA) for the protection of WA’s environment, agriculture and aquaculture industries, social amenity, and economic development.

Matters the Council may provide advice on include, but are not limited to:

• the requirements of a comprehensive and effective biosecurity system for WA

• …

Bioaccumulation Pattern Of Per- And Polyfluoroalkyl Substances (Pfas) In Fish Tissues From Two Freshwater Systems, Margaret D. Taiwo, Husam Kafeenah, David D. Duvernell, Michael O. Eze

Biological Sciences Faculty Research & Creative Works

Per- and polyfluoroalkyl substances (PFAS) are known for their persistence, ubiquity, bioaccumulation in different matrices of the environment and their detrimental effect on human health. In this study, we used EPA 1633 to examine the prevalence of ten PFAS compounds in two freshwater systems and investigated their bioaccumulation pattern across different tissues of grass carp fish (Ctenopharyngodon idella), common carp (Cyprinus carpio), and flathead catfish (Pylodictis olivaris). Among the PFAS compounds analyzed, PFBS exhibited the highest concentration in the freshwater sample, exceeding the U.S. EPA regulatory limit of 4 ng/L for drinking water. The total PFAS concentrations in the muscle, …

Concerns Regarding The Standard Deviation Of Individual Responses For Assessing Treatment Response Heterogeneity, Aaron R Caldwell, David B Allison, Andrew W Brown, Gary L Gadbury, Thirupathi Reddy Mokalla, R Drew Sayer, Andrew D Vigotsky

Children’s Nutrition Research Center Staff Publications

The estimation of treatment response heterogeneity (TRH) is increasingly important as medicine moves toward personalized approaches. While various statistical methods have been proposed to quantify TRH in parallel-group trials, the standard deviation of individual responses (SDIR) has gained prominence within physiological research. This method is intended to quantify individual response variation by comparing standard deviations of change scores between intervention and control groups. We acknowledge that SDIR represents an improvement over many other flawed approaches that often involve responder counting. However, SDIR has critical limitations: 1) it cannot overcome the fundamental problem of causal inference because the correlation between potential …

Mortality Among Transgender Persons: A Taiwan Matched-Population And Sibling-Comparison Cohort Study, Chih-Wei Hsu, Yang-Chieh Brian Chen, Liang-Jen Wang, Mu-Hong Chen, Yao-Hsu Yang, Chih-Sung Liang, Po-Yen Chen, Edward Chia-Cheng Lai

Children’s Nutrition Research Center Staff Publications

Background: Transgender persons have been reported to experience excess mortality, but evidence is dominated by Western cohorts and seldom addresses familial confounding.

Methods: We conducted a nationwide, retrospective cohort study using two prespecified comparison designs: matched population controls (1:4, matched on legal sex and birth date) and within-family cisgender sibling comparisons. Transgender persons were identified by ≥2 psychiatrist-recorded gender identity disorder diagnoses during 2001-2021; cohort entry required age ≥6 years. Participants were followed until death or December 31, 2022. We compared all-cause, external-cause (suicide and accidents), and internal-cause mortality using Cox regression adjusted for sociodemographics and medical comorbidity.

Findings: Among …

Small For Gestational Age Subgroups Have Differential Morbidity, Growth, And Neurodevelopment At Age 2: The Interbio-21st Newborn Study, Aris T. Papageorghiou, María C. Restrepo-Ménde, Rose Mcgready, Fernando C. Barros, Francois Nosten, Shama Munim, Roseline Ochieng, Rachel Craik, Hellen C. Barsosio, Zulfiqar Ahmed Bhutta

Department of Obstetrics & Gynaecology

Background: Small for gestational age is a complex perinatal syndrome associated with increased neonatal morbidity, mortality, and impaired childhood growth and neurodevelopment. Current classifications rely primarily on birthweight, which does not capture the heterogeneity of the condition nor predict long-term health outcomes. Here we aim to identify and characterize distinct small for gestational age subgroups and assess their neonatal and early childhood health trajectories.
Objective: To refine the classification of small for gestational age by identifying subgroups based on maternal, fetal, and environmental factors and evaluating their associations with neonatal morbidity, growth, and neurodevelopment at age 2.
Study design: Prospective …

3d Printed Microscopes As A Low-Cost Alternative To Conventional Light Microscopes, Aidan W. Donelan, Hunter N. Lemer, Sudeshna Roy, Nicholas C. Butzin

iLEARN Teaching Resources

Many K-12 schools function on limited budgets in their science departments, making it difficult to acquire, maintain, and update microscopes. While modern light microscopes are often complex, expensive, and require specialized training, they are based on simple principles of light. Microscopes enable us to observe objects too small for the naked eye and reveal intricate details. Introducing affordable, easy-to-use microscope adaptations early in education helps foster a deeper understanding of science and encourages young students to pursue STEM fields. Using 3D printing, we developed two innovative microscope models and two lesson plans. Lesson 1: Using a smartphone microscope to visualize …

Marine Environmental Protection : An Investigation Into Existing Global Laws Addressing Marine Plastic Pollution, Maryland De Castro

World Maritime University Dissertations

No abstract provided.

Assessing The Economic Impacts Of The Illegal, Unreported And Unregulated Fishing On The Namibian Coastal Communities : Challenges And Mitigation Strategies, Susana Kashinashilonga Angula

World Maritime University Dissertations

No abstract provided.

Damslnet: Dual-Attention Multi-Scale Lightweight Network For Plant Disease Classification, Linfan Deng, Juan Qin, Kun Li, Jinhua Zhu, Zhaoxia Wang

Research Collection School Of Computing and Information Systems

Accurately identifying crop diseases plays a crucial role in advancing intelligent and modern agricultural production. Deep learning techniques have performed robust performance in classifying plant disease images. However, current studies face the challenge that many plant disease datasets are generated in controlled environments, leading to reduced model performance in real-world agricultural settings. This paper aims to provide a lightweight model that can accurately classify plant diseases in natural environments. Specifically, this paper investigates the Dual-Attention Multi-Scale Lightweight Network (DAMSLNet), which combines dual-attention-based multi-scale feature extraction and deep information fusion, to classify plant diseases. At the front end, the model employs …

A Comprehensive Overview Of Chronic Wound Infections And Current Treatment Methods, Sarah Fakher, David J. Westenberg

Biological Sciences Faculty Research & Creative Works

Chronic wound infections pose significant healthcare challenges due to persistent biofilms, antibiotic resistance, and impaired healing pathways. These wounds are characterized by prolonged inflammation, microbial colonization, and disrupted tissue regeneration, leading to substantial morbidity and healthcare costs. This article reviews current knowledge on chronic wound types, their pathophysiology, and the mechanisms underlying biofilm formation to examine the latest advancements in antimicrobial-based strategies aimed at addressing these challenges. It highlights how diverse materials and technologies have been engineered to improve infection management, enhance tissue regeneration, and overcome the limitations of traditional treatments as well as advances that leverage innovations such as …

‘Earth System Engineers’ And The Cumulative Impact Of Organisms In Deep Time, Simon A. F. Darroch, Michelle M. Casey, Alison T. Cribb, Amanda E. Bates, Matthew E. Clapham, Dori L. Contreras, Matthew Craffey, Ivo A. P. Duijnstee, William Gearty, Nicholas J. Gotelli, Marcus J. Hamilton, Riley F. Hayes, Pincelli M. Hull, Daniel E. Ibarra, V. A. Korasidis, Jaemin Lee, Cindy V. Looy, Tyler R. Lyson, Benjamin Muddiman, Peter D. Roopnarine, Alex B. Shupinski, Felisa A. Smith, Alycia L. Stigall, Catalina P. Tomé, Katherine A. Turk, Amelia Villaseñor, Peter J. Wagner, Steve C. Wang, S. Kathleen Lyons

College of Life Sciences Faculty Papers

Understanding the role of humans as 'ecosystem engineers' requires a deep-time perspective rooted in evolutionary history and the fossil record. However, no conceptual framework exists for studying the rise of ecosystem engineering in deep time, requiring us to consider effects that fall outside the scope of traditional definitions. Here, we present a new framework applicable to both modern and ancient engineering-type effects. We propose a new term - 'Earth system engineering' - to describe biological processes that alter the structure and function of planetary spheres, and which combines core tenets of ecosystem engineering, niche construction, and legacy effects. We illustrate …

Khsrp-Mediated Decay Of Axonally Localized Prenyl-Cdc42 Mrna Slows Nerve Regeneration, Matthew D. Zdradzinski, Lauren S. Vaughn, Samaneh Matoo, Kayleigh Trumbull, Terika P. Smith, Davis Noblitt, Courtney N. Buchanan, Ashley Loomis, Elizabeth Thames, Seung Joon Lee, Nora Perrone-Bizzozero, Qun Lu, Jessica M. Larsen, Jeffery L. Twiss

Faculty Publications

The small GTPase CDC42 promotes axon growth through actin filament polymerization and this growth is driven by axonal localization of the mRNA encoding the prenylated CDC42 isoform (Prenyl-Cdc42). Here, we show that axonal Prenyl-Cdc42 mRNA levels and the mRNA's translation are decreased by growth-inhibiting stimulation and increased by growth-promoting stimulation. In contrast, axonal RhoA mRNA transport and translation are increased by growth-inhibiting but unaffected by growth-promoting stimuli. Localized increase in KHSRP in response to growth inhibitory stimulation, through elevation of intracellular Ca2+, promotes decrease in axonal levels of Prenyl-Cdc42 mRNA. Distinct 3'UTR motifs regulate transport and axonal levels of Prenyl-Cdc42 …

Western Australia’S Primary Industries: 2021-22 Economic Overview, D. Maharjan, S. Akbari, A K. Abadi Ghadim, P. Mattingley, I. Wilkinson, J. Tan, J. Van Staden, M. Radhakrishnan

All other publications

The Western Australia’s Primary Industries: 2021-22 Economic Overview (WAPIEO) is developed by DPIRD in partnership with the Forest Products Commission.

The WAPIEO has a trade focus and provides a single source for consistent statistics and insights on observed industry trends.

The WAPIEO is based primarily on 2021-22 economic indicators from the Department of Treasury, DPIRD data, and statistics from the Australian Bureau of Statistics (ABS), in line with the release cycle dates of final ABS data.

Muffled Olfactory And Sensory Cues From The Reproductive Stage Soybean Selectively Reduce Oviposition Of A Major Polyphagous Herbivore, Fall Armyworm (Spodoptera Frugiperda), Krishnarao Gandham, Manish Gautam, Justin George, Gadi V.P. Reddy, Rupesh Kariyat

Entomology and Plant Pathology Faculty Publications and Presentations

BACKGROUND

While the mother knows best/preference performance hypothesis has been well tested in natural ecosystems, how these ecological principles differ in agroecosystems is less explored. In this study, we investigated the ovipositional preference and offspring performance of fall armyworm (FAW) across vegetative and reproductive stages of soybean.

RESULTS

We examined trichomes, volatile organic compounds (VOCs) and assessed electroantennogram (EAG) measurements to understand how olfactory responses are affected by volatiles at different phenological stages during photoperiodism (photophase and scotophase). We found that gravid FAW preferred the vegetative compared to reproductive stage of soybean. Although VOC and EAG responses was not statistically …

Minimum Standards Of Maturity For Table Grapes 2025-2026, Department Of Primary Industries And Regional Development, Western Australia

Viticulture research reports

The table shows the approved minimum standard of maturity for each of the standard varieties listed when tested using the approved method. The approved method for testing these varieties is to test the brix (sugar level) of the fruit using a refractometer.

Detection And Classification Of Invasive Callery Pear From Multisource Satellite Imageries In Google Earth Engine, Kavi Raj Awasthi, Nilesh Timilsina, Denita Hadziabdic, Federico Iuricich, William E. Klingeman, Marcin Nowicki, Brook T. Russell, Jessica A. Hartshorn

Publications

Assessing the spatial distribution of invasive species is a critical component for establishing baselines to examine the rate of spread, documenting key areas where negative impacts on ecosystems can be mitigated, and developing sustainable management strategies. Callery pear (Pyrus calleryana Decne.; PC) is a rapidly spreading invasive woody plant species in the eastern United States (U.S.). The incursion of these wild-type trees into urban, peri-urban, and rural landscapes, which have escaped from transplanted clonal cultivars, poses complex management challenges for land managers and hampers ecosystem function by competing with native plant species and altering the forest environment. We integrated …

Effects Of Temperature And Oxygen Stress On Two Populations Of Olympia Oysters (Ostrea Lurida) From Central California, Buyanzaya Buyanurt

Master's Theses

Olympia oysters (Ostrea lurida) are the only native oyster species to the North American West Coast. A once thriving species, O. lurida populations have dramatically declined over time due to factors such as overharvesting, habitat degradation, and the introduction of invasive predators. Although their populations are still present in estuaries along their habitat range, many of these same stressors persist today, preventing the re-establishment of dense oyster beds and hindering recovery of populations. Among these current day stressors, a major concern are the impacts of climate change, specifically warming water temperatures and the increased frequency of hypoxic events. …