História da construção de saberes em enfermagem traumato-ortopédica / History of knowledge construction in trauma and orthopedic nursing care / Historia de la construcción del conocimiento en enfermería traumatológica ortopédica

Objetivo: analisar o desenvolvimento da enfermagem traumato-ortopédica a partir da primeira turma de residentes de um hospital especializado. Método: o estudo seguiu a metodologia histórica com abordagem qualitativa. As fontes foram documentos escritos e orais. Resultados: trabalhar em uma instituição especializada foi o ponto de partida para a busca por especialização de enfermeiras atuantes no cuidado traumato-ortopédico, que perceberam o saber/poder adquirido no trabalho assistencial, além da intenção de qualificar a assistência e elevar o hospital a instituto. Estratégias empregadas reúnem a busca por parcerias com instituições universitárias e associativas, além da criação de uma associação própria. Considerações finais: a enfermagem traumato-ortopédica ampliou seu espaço científico ao criar um curso de especialização com uma unidade acadêmica. Foi possível delimitar o poder acadêmico e institucional da enfermagem na instituição de saúde pela formação de enfermeiras especialistas constituindo um grupo de reconhecido pelo saber científico.

Objective: to analyze the development of trauma and orthopedic nursing care from the very first class of residents of a specialized hospital. Method: historical methodology study with a qualitative approach. The sources consisted of written and oral documents. Results: working in a specialized institution was the starting point for nurses who were seeking specialization in the field of trauma and orthopedic care as they noticed the power-knowledge acquired through care work, plus they were willing to improve assistance and take the hospital up to an institute level. Strategies used include the search for partnerships with universities and associative-type institutions, in addition to creating their own association. Final considerations: trauma and orthopedic nursing care expanded its scientific space by creating a specialization course together with an academic unit. It was possible to define the academic and institutional power of the nursing staff in the health institution by considering the training process of its nurse specialists, who consisted of a group recognized for their scientific knowledge.

Objetivo: analizar el desarrollo de la enfermería traumatológica ortopédica a partir del primer grupo de residentes de un hospital especializado. Método: estudio con metodología histórica con un enfoque cualitativo. Las fuentes fueron documentos escritos y orales. Resultados: el trabajo en una institución especializada fue el punto de partida para la búsqueda de la especialización de las enfermeras que trabajaban en la atención traumatológica ortopédica, quienes notaron el saber/poder adquirido en el trabajo asistencial, además de la intención de cualificar la atención y elevar el hospital al nivel de instituto. Las estrategias empleadas incluyen la búsqueda de alianzas con instituciones universitarias y asociaciones, y la creación de una asociación propia. Consideraciones finales: la enfermería traumatológica ortopédica amplió su espacio científico mediante la creación de un curso de especialización con una unidad académica. Se logró delimitar el poder académico e institucional de la enfermería en la institución de salud a través de la formación de enfermeros especialistas, que es un grupo reconocido por el conocimiento científico.

SEMES' long road to specialty status for emergency medicine in Spain. / El largo camino de SEMES hacia la especialidad de Medicina de Urgencias y Emergencias en España.

TEXT: July 2 of this year saw the publication of Spanish Royal Decree 610/2024, which establishes emergency medicine as an official specialization. This event represents the culmination of a long-running effort to improve the care of patients in the emergency and urgent care system and throughout the national health service. This article offers a brief account of some of the legal, administrative, and political steps the Spanish Society of Emergency Medicine(SEMES) took to achieve this goal over the course of nearly 40 years. The effort has involved many SEMES members, who strictly speaking had the sole obligation of knowing how to care appropriately for patients based on clinical expertise along with organizational, scientific, and other professional skills. Competences in these areas have been shown to fall short in Spain. The article provides examples of some of the bright lights and dim shadows in our rule of law. Nonetheless, the long road traveled has also shown us how skills and knowledge are developed in adverse circumstances and crises, provided there is vocation for public service.

TEXTO: La publicación del Real Decreto 610/2024, de 2 de julio, por el que se establece el título de Médica/o Especialista en Medicina de Urgencias y Emergencias, supone la culminación de una larga reclamación, orientada al logro de la mejora en la atención a los pacientes en el sistema de urgencias y emergencias y, en definitiva, del propio Sistema Sanitario español. Este artículo está orientado, de manera muy resumida, hacia algunos de los aspectos jurídicos, administrativos y políticos desempeñados por la Sociedad Española de Medicina de Urgencias y Emergencias, SEMES durante casi 40 años. Esto implica a muchos de sus miembros, profesionales que, esencialmente, solo debían saber cómo atender adecuadamente a sus pacientes, desde su conocimiento clínico, organizativo y científico, entre otros. Estos aspectos se mostraron insuficientes en España. Se ejemplifican algunas luces y sombras del Estado de Derecho español. Pero también este camino muestra las capacidades y conocimientos que se llegan a desarrollar en situaciones adversas y crisis, siempre y únicamente desde la vocación de servicio público.

Astrocytes contribute to the functional differentiation of the hippocampal longitudinal axis during reward and aversion processing in the adult male rat.

This study aims to investigate whether glial cells, in particular putative astrocytes, contribute to functional distinctions between the dorsal (DH), intermediate (IH), and ventral (VH) hippocampus. To evaluate this, we performed three different behavioral tasks (i.e., Morris water maze; MWM, Passive avoidance; PA, T-maze place preference; TPP) to determine whether the DH, IH, and VH are necessary for each task. Sensitivity of behavioral tasks was confirmed using lidocaine (2 %, 1 µl) reversible inactivation. Subsequently, we examined the effects of silencing astrocytes, using fluorocitrate (FC, 1 mM/1 µl), into the DH, IH, and VH on these tasks. The effects of drugs were examined separately. We observed that injection of FC into the DH resulted in a significant impairment in MWM performance. In contrast, while FC injections into the IH or VH did not prevent platform localization during the acquisition phase, rats showed difficulty recalling the target zone during the retrieval phase. In the PA test, FC injection into the VH impaired task learning and memory. During the acquisition phase, FC injection into the DH or IH did not differ from the control in the number of shocks; however, during retrieval, there was a significant decrease in the latency before entering the dark chamber. The TPP test performance was impaired by FC injection in the IH. In sum, we show that glial cells, especially astrocytes in specific functional regions of the hippocampus, play distinct roles in processing aversive and rewarding experiences and contribute to the functional organization of the hippocampal longitudinal axis.

An In-depth Exploration of the Interplay between fMRI Methods and Theory in Cognitive Neuroscience.

Functional magnetic resonance imaging (fMRI) has been a cornerstone of cognitive neuroscience since its invention in the 1990s. The methods that we use for fMRI data analysis allow us to test different theories of the brain, thus different analyses can lead us to different conclusions about how the brain produces cognition. There has been a centuries-long debate about the nature of neural processing, with some theories arguing for functional specialization or localization (e.g., face and scene processing) while other theories suggest that cognition is implemented in distributed representations across many neurons and brain regions. Importantly, these theories have received support via different types of analyses; therefore, having students implement hands-on data analysis to explore the results of different fMRI analyses can allow them to take a firsthand approach to thinking about highly influential theories in cognitive neuroscience. Moreover, these explorations allow students to see that there are not clearcut "right" or "wrong" answers in cognitive neuroscience, rather we effectively instantiate assumptions within our analytical approaches that can lead us to different conclusions. Here, I provide Python code that uses freely available software and data to teach students how to analyze fMRI data using traditional activation analysis and machine-learning-based multivariate pattern analysis (MVPA). Altogether, these resources help teach students about the paramount importance of methodology in shaping our theories of the brain, and I believe they will be helpful for introductory undergraduate courses, graduate-level courses, and as a first analysis for people working in labs that use fMRI.

Structural lesions and transcriptomic specializations shape gradient perturbations in Wilson disease.

Functional dysregulations in multiple regions are caused by excessive copper deposition in the brain in Wilson disease (WD) patients. The genetic mechanism of WD is thought to involve the abnormal expression of ATP7B in the liver, whereas the biological and molecular processes involved in functional dysregulation within the brain remain unexplored. The objective of this study was to unravel the underpinnings of functional gradient perturbations underlying structural lesions and transcriptomic specializations in WD. In this study, we included 105 WD patients and 93 healthy controls who underwent structural and functional MRI assessments. We used the diffusion mapping embedding model to derive the functional connectome gradient and further employed gray matter volume to uncover structure-function decoupling for WD. Then, we used Neurosynth, clinical data, and whole-brain gene expression data to examine the meta-analytic cognitive function, clinical phenotypes, and transcriptomic specializations related to WD gradient alterations. Compared with controls, WD patients exhibited global topographic changes in the principal pramary-to-transmodal gradient. Meta-analytic terms and clinical characteristics were correlated with these gradient alterations in motor-related processing, higher-order cognition, neurological symptoms, and age. Spatial correlations revealed structure-function decoupling in multiple networks, especially in subcortical and visual networks. Within the cortex, the spatial association between gradient alterations and gene expression profiles has revealed transcriptomic specilizations in WD that display properties indicative of ion homeostasis, neural development, and motor control. Furthermore, for the first time, we characterized the role of the ATP7B gene in impacting subcortical function. The transcriptomic specializations of WD were also associated with other neurological and psychiatric disorders. Finally, we revealed that structural lesions and gradient perturbations may share similar transcriptomic specializations in WD. In conclusion, these findings bridged functional gradient perturbations to structural lesions and gene expression profiles in WD patients, possibly promoting our understanding of the neurobiological mechanisms underlying the emergence of complex neurological and psychiatric phenotypes.

Clinical Neuroscience Research in Saudi Arabia: A Comparative Evaluation of Performance at Country and Worldwide Levels Based on the Relative Specialization Index.

This review is an appraisal of the performance of clinical neuroscience research in Saudi Arabia based on the measurement of the Relative Specialization Index (RSI). The latter is an established quantitative performance indicator that determines whether a country has a relatively higher or lower share in world publications in a specialty than its overall part in the world total publications. The study aimed to assess the trends in the specialty's RSI, comparing it to other medical specialties in Saudi Arabia and to that of the top 50 countries worldwide in clinical neuroscience. SCImago Journal and Country Rank were used to determine the total articles and total citations for 46 medical specialties in Saudi Arabia and clinical neuroscience in the worldwide top 50 countries during 1996­ 2023. The RSI was calculated for each medical specialty and each country. A positive or negative RSI implied that the specialty's share in the country's total documents or total citations was higher or lower than the average for the specialty worldwide. A steady increase in Saudi Arabia's total articles and total citations in clinical neuroscience was observed over the last 28 years. The RSI values, however, remained negative throughout except for limited periods (2003-2006 for total articles) and (1996 and 1998 for total citations). Compared to other medical specialties in Saudi Arabia, the specialization performance for clinical neuroscience was within the mid-range in total articles (ranking 30th out of 46 specialties) and the low range in total citations (ranking 39th out of 46 specialties). Saudi Arabia's worldwide ranking in clinical neuroscience based on total citations was 39; however, the country's ranking dropped to 45 when the RSI values were applied. Furthermore, clinical neuroscience was considered to have had a strong relative contribution (RSI ≥ 0.1) to the total articles in five countries (Italy, Austria, Germany, Japan, and Canada) and total citations in six countries (Luxembourg, Austria, Germany, Canada, Italy, and Finland). In conclusion, despite an increase in Saudi Arabia's total articles and total citations in clinical neuroscience over the years, the specialty's relative share of the total productivity in the country remains lower than the overall for the specialty worldwide. The performance of the specialty was within the mid-to-low range compared to the other 45 medical specialties in Saudi Arabia. In addition, the country's worldwide ranking based on total citations in the specialty dropped when the RSI was used. Clinical neuroscience researchers in Saudi Arabia are encouraged to improve the quality and quantity of their research productivity to be one of the leading medical specialties in Saudi Arabia.

Influential Factors in the Selection of Subspecialty Fellowship Training Among Surgical Trainees in Oman.

Objectives: Surgical training has evolved over the past few decades, with an increasing number of surgeons pursuing subspecialty training through fellowship programs across various surgical specialties. While published reports confirm this trend, few studies explored the factors that determine which fellowship training surgical residents would pursue. This cross-sectional study aims to investigate the factors influencing fellowship choices made by surgical trainees in Oman. Methods: An online questionnaire, developed based on previously validated instruments, included 14 factors considered crucial for choosing a future career. Statistical analysis was performed to determine item-level validity, scale-level validity, and reliability. The survey was distributed via email and closed after six weeks for data analysis. Results: The survey achieved a response rate of 60.9%. The analysis revealed that the most influential factor among surveyed surgeons in selecting a subspecialty was prestige, with an average score of 2.7. The least reported influential factors were variety of cases (average score of 1.8) and personal interest (average score of 1.4). Only 57.7% of respondents received career choice guidance. Conclusions: Factors influencing the choice of surgical subspecialties vary among the different groups. This information can be valuable in designing programs and structuring professional career guidance and counseling.

Turf Wars - Is It Necessary?

Privileging processes by an apex body such as National academy of Medical sciences(NAMS) or National Medical Commission (NMC) is the need of the hour to tackle unhealthy turf wars for medical sub-specialties among specialists.

Super-Speciality in India: A Boon or Bane?

In the past few decades, super-specialization has gained popularity in many medical disciplines. It provides professionals with a sturdy platform for advanced research and helps to deliver focused and extensive care in the fields of trauma and critical care, which can translate into good clinical outcomes for patients. Although this drift may bring about novel research opportunities, it may limit the number of doctors attending to the basic healthcare needs of the population. India is still struggling to provide primary healthcare services to its population. Super-specialization is a highly technology-driven industry, the costs of which our public health system cannot endure in the present settings. The current demand in India, where basic priorities are yet to be met, is to increase health awareness, provide basic healthcare facilities, and generate interest among medical professionals in providing general health services, especially in rural areas.

Lessons Pharmacy Practice in India Should Adopt From Advanced Nations: A Review.

In India, pharmacy practice is still at a developing stage with the majority of the graduates taking the industry pathway. Currently, there are only a few pharmacists who have been board-certified by the Board of Pharmacy Specialities (BPS), which is the most established pharmacist board certification program globally. Even though India is the largest global exporter of generic medications, pharmacy practice is yet to gain stronghold within its healthcare scenarios. In this article, we aim to examine the development of pharmacy practice from a global viewpoint and scale down to the recent modern practice, particularly in advanced nations. Furthermore, we assess the ways through which pharmacy practice can be enhanced in India. Notably, with several pharmacy practice graduates completing their studies in India yearly, pharmacy practice is projected to significantly grow in the coming years. Gaining a proper understanding of and embracing advanced clinical pharmacy practices will improve the domain of pharmacy practice among both junior and senior pharmacists. Moreover, enrolling in and receiving international accreditations such as the Board of Pharmacy Specializations (BPS) will validate the practice standards being offered in India as compared to other developed countries, i.e., the US. The main objective of this review is to assess various means through which pharmacy practice can be improved in India.

Enhancing Traditional Chinese Medicine healthcare system in Taiwan post-COVID-19 pandemic: A strategic focus on specialization.

Despite the advancements in precision medicine, regenerative medicine, and smart healthcare, traditional Chinese medicine (TCM) remains vital in Taiwan, reflecting its cultural and historical heritage. TCM is commonly used in conjunction with or as an alternative to conventional medicine and is reimbursed by Taiwan's National Health Insurance, enabling the Taiwanese people to integrate traditional and modern treatments for comprehensive healthcare. This article explores the critical role of specialization in TCM amid evolving healthcare challenges. This highlights the need for specialized knowledge among TCM physicians to manage iatrogenic risks, such as drug-herb interactions, and to improve healthcare outcomes, particularly when integrating TCM with Western medicine. Specialization enhances treatment precision, patient outcomes, and clinical research quality. Drawing on South Korea's experience in establishing a specialist physician system for traditional Korean medicine, Taiwan's Ministry of Health and Welfare's initiatives to advance systematic TCM training and regulatory frameworks were examined, showcasing the development and implementation of a TCM specialist physician training program. In conclusion, specialized physician training in TCM improves patient care, optimizes healthcare utilization, and promotes long-term sustainability of the health insurance system by aligning TCM practices with modern healthcare needs.

Body size modulates the extent of seasonal diet switching by large mammalian herbivores in Yellowstone National Park.

Prevailing theories about animal foraging behaviours and the food webs they occupy offer divergent predictions about whether seasonally limited food availability promotes dietary diversification or specialization. Emphasis on how animals compete for food predominates in work on the foraging ecology of large mammalian herbivores, whereas emphasis on how the diversity of available foods generally constrains dietary opportunity predominates work on entire food webs. Reconciling predictions about what promotes dietary diversification is challenging because species' different body sizes and mobilities modulate how they seek and compete for resources-the mechanistic bases of common predictions may not pertain to all species equally. We evaluated predictions about five large-herbivore species that differ in body size and mobility in Yellowstone National Park using GPS tracking and dietary DNA. The data illuminated remarkably strong and significant correlations between body size and five key indicators of diet seasonality (R 2 = 0.71-0.80). Compared to smaller species, bison and elk showed muted diet seasonality and maintained access to more unique foods when winter conditions constrained food availability. Evidence from GPS collars revealed size-based differences in species' seasonal movements and habitat-use patterns, suggesting that better accounting for the allometry of foraging behaviours may help reconcile disparate ideas about the ecological drivers of seasonal diet switching.

Katanin regulatory subunit B1 (KATNB1) regulates BTB dynamics through changes in cytoskeletal organization.

In this study, we have explored the role of the KATNB1 gene, a microtubule-severing protein, in the seminiferous epithelium of the rat testis. Our data have shown that KATNB1 expressed in rat brain, testes, and Sertoli cells. KATNB1 was found to co-localize with α-tubulin showing a unique stage-specific distribution across the seminiferous epithelium. Knockdown of KATNB1 by RNAi led to significant disruption of the tight junction (TJ) permeability barrier function in primary Sertoli cells cultured in vitro with an established functional TJ-barrier, as well as perturbations in the microtubule and actin cytoskeleton organization. The disruption in these cytoskeletal structures, in turn, led to improper distribution of TJ and basal ES proteins essential for maintaining the Sertoli TJ function. More importantly, overexpression of KATNB1 in the testis in vivo was found to block cadmium-induced blood-testis barrier (BTB) disruption and testis injury. KATNB1 exerted its promoting effects on BTB and spermatogenesis through corrective spatiotemporal expression of actin- and microtubule-based regulatory proteins by maintaining the proper organization of cytoskeletons in the testis, illustrating its plausible therapeutic implication. In summary, Katanin regulatory subunit B1 (KATNB1) plays a crucial role in BTB and spermatogenesis through its effects on the actin- and microtubule-based cytoskeletons in Sertoli cells and testis, providing important insights into male reproductive biology.

Social wasp-associated Tsukamurella sp. strains showed promising biosynthetic and bioactive potential for discovery of novel compounds.

In the face of escalating antibiotic resistance, the quest for novel antimicrobial compounds is critical. Actinobacteria is known for producing a substantial fraction of bioactive molecules from microorganisms, nonetheless there is the challenge of metabolic redundancy in bioprospecting. New sources of natural products are needed to overcome these current challenges. Our present work proposes an unexplored potential of Neotropical social wasp-associated microbes as reservoirs of novel bioactive compounds. Using social wasp-associated Tsukamurella sp. strains 8F and 8J, we aimed to determine their biosynthetic potential for producing novel antibiotics and evaluated phylogenetic and genomic traits related to environmental and ecological factors that might be associated with promising bioactivity and evolutionary specialization. These strains were isolated from the cuticle of social wasps and subjected to comprehensive genome sequencing. Our genome mining efforts, employing antiSMASH and ARTS, highlight the presence of BGCs with minimal similarity to known compounds, suggesting the novelty of the molecules they may produce. Previous, bioactivity assays of these strains against bacterial species which harbor known human pathogens, revealed inhibitory potential. Further, our study focuses into the phylogenetic and functional landscape of the Tsukamurella genus, employing a throughout phylogenetic analysis that situates strains 8F and 8J within a distinct evolutionary pathway, matching with the environmental and ecological context of the strains reported for this genus. Our findings emphasize the importance of bioprospecting in uncharted biological territories, such as insect-associated microbes as reservoirs of novel bioactive compounds. As such, we posit that Tsukamurella sp. strains 8F and 8J represent promising candidates for the development of new antimicrobials.

Associations of Sport Participation and Training Volume With Overuse Injuries in Japanese Male Youth Soccer Players: Implications for Early Sport Specialization.

BACKGROUND: Sport specialization is associated with increased risk of overuse injuries. However, the effects of sport specialization on the risk of overuse injury may differ by specific sport and sociocultural parameters. This study aimed to determine the associations of sport participation and training volume with previous overuse injuries in Japanese male youth soccer players. HYPOTHESIS: Being highly specialized before the age of 12 years and high training volume relative to participant age would be associated with a history of serious overuse injury. STUDY DESIGN: Cross-sectional study. LEVEL OF EVIDENCE: Level 3. METHODS: Survey data were collected from male youth soccer players (seventh-ninth grade) during midseason of the 2020-2021 academic year. Participants completed a questionnaire regarding their status of sport participation (single- and multisport athletes), weekly sports volume in first- sixth grade and injury history in the previous year. Odds ratio (OR) was calculated to identify associations of specialization and training volume with a history of serious overuse injury. RESULTS: A total of 841 players (mean age, 13.7 ± 0.9 years) participated; 11% reported serious overuse injury in the previous year, and 64% participated in other sports before the age of 12 years. Players who participated in other sports at <12 years old (OR, 1.79; 95% CI, 1.09-2.94; P = 0.02) and those who trained for more weekly hours than their age in fifth to sixth grade (OR, 1.70; 95% CI, 1.07-2.72; P = 0.03) had greater odds of reporting serious overuse injuries. CONCLUSION: Multisport athletes and high training volume in fifth-sixth grade were associated with previous serious overuse injuries. CLINICAL RELEVANCE: Coaches and parents of male youth soccer players should be aware of the increased risk of serious overuse injury participating in multiple sports simultaneously, and youth athletes should adhere to age-appropriate volume recommendations.

Decreased inter-hemispheric connectivity predicts a coherent retrieval of auditory symbolic material.

Investigating the transmission of information between individuals is essential to better understand how humans communicate. Coherent information transmission (i.e., transmission without significant modifications or loss of fidelity) helps preserving cultural traits and traditions over time, while innovation may lead to new cultural variants. Although much research has focused on the cognitive mechanisms underlying cultural transmission, little is known on the brain features which correlates with coherent transmission of information. To address this gap, we combined structural (from high-resolution diffusion imaging) and functional connectivity (from resting-state functional magnetic resonance imaging [fMRI]) with a laboratory model of cultural transmission, the signalling games, implemented outside the MRI scanner. We found that individuals who exhibited more coherence in the transmission of auditory symbolic information were characterized by lower levels of both structural and functional inter-hemispheric connectivity. Specifically, higher coherence negatively correlated with the strength of bilateral structural connections between frontal and subcortical, insular and temporal brain regions. Similarly, we observed increased inter-hemispheric functional connectivity between inferior frontal brain regions derived from structural connectivity analysis in individuals who exhibited lower transmission coherence. Our results suggest that lateralization of cognitive processes involved in semantic mappings in the brain may be related to the stability over time of auditory symbolic systems.

Current and future perspectives for enhancing our understanding of the evolution of plant metabolism.

The special issue 'The evolution of plant metabolism' has brought together original research, reviews and opinions that cover various aspects from the full breath of plant metabolism including its interaction with the environment including other species. Here, we briefly summarize these efforts and attempts to extract a consensus opinion of the best manner in which to tackle this subject both now and in the future. This article is part of the theme issue 'The evolution of plant metabolism'.

The left-lateralized N170 for visual specialization in advanced L2 Chinese learners.

Visual word recognition is crucial for improving reading skills in second language learners (L2Ls). It is unclear whether L2Ls who are native speakers of languages that use alphabetic scripts can recognize Chinese characters at an early stage of visual processing and if their visual specialization can reach a level of word recognition comparable to that of native Chinese speakers. This study aims to uncover the visual specialization mechanism of Chinese L2Ls. A delayed-color matching task was carried out with participants who were Chinese first language speakers (L1Ss) and advanced Chinese L2Ls with Indonesian as their first language. The results of the event-related potentials (ERPs) indicated that L2Ls exhibited significant visual specialization with a predominant distribution of the left-lateralized N170, along with some activation in the right hemisphere. These findings suggest that the early processing stage of Chinese characters by advanced L2Ls is similar to that of adult native speakers, although it is still influenced by their first language and its writing system.

Trades-offs between pollinator attraction and florivore defense maximize reproductive success in the self-incompatible Rivea ornata (Convolvulaceae).

BACKGROUND: Rivea ornata, a rare species from the morning glory family, exhibits uncommon characteristics compared to other typical morning glories, including nocturnal flowers that fit the classic moth pollination syndrome. However, the accuracy of its predicted pollination syndrome and its mating system have never been assessed. Additionally, R. ornata flowers attract not only pollinators but also florivores, potentially reducing plant reproductive success. Therefore, this study examined two populations of R. ornata in Thailand and assessed traits related to pollinator attraction and reward, determined its mating system, identified floral visitors and effective pollinators, and investigated the effect of florivory on reproductive success. RESULTS: Rivea ornata is highly fertile but self-incompatible and an obligate outcrosser, rendering it highly dependent on pollinators. Lepidopterans, particularly nocturnal hawk moths, were found to account for a significant proportion of all visits and were the sole effective pollinators of this plant species, in correspondence with its predicted pollination syndrome. Surprisingly, florivory did not significantly reduce reproductive success. This phenomenon may be explained by the strategies employed by R. ornata, which align with the optimal defense hypothesis and functional trade-offs. Specifically, R. ornata appears to invest resources in defending key floral structures while, simultaneously, guard ants are conspicuously absent from flowers, resulting in some florivore damage to non-vital floral organs but ensuring that pollinators are not deterred by ants and thus maintaining high pollinator visitation rates. CONCLUSIONS: Our findings indicate that reproduction-related traits in R. ornata, including those involved in pollinator attraction and reward and florivore defense, are highly effective and work in concert to maximize plant reproductive success. Therefore, a main risk that R. ornata faces is the decline or disappearance of hawk moths and other lepidopterans given its extreme specialization and high dependence on pollinators, and conservation efforts should include habitat protection for both R. ornata and its pollinators.

Exploring the Trade-Off between generalist and specialized Models: A center-based comparative analysis for glioblastoma segmentation.

INTRODUCTION: Inherent variations between inter-center data can undermine the robustness of segmentation models when applied at a specific center (dataset shift). We investigated whether specialized center-specific models are more effective compared to generalist models based on multi-center data, and how center-specific data could enhance the performance of generalist models within a particular center using a fine-tuning transfer learning approach. For this purpose, we studied the dataset shift at center level and conducted a comparative analysis to assess the impact of data source on glioblastoma segmentation models. METHODS & MATERIALS: The three key components of dataset shift were studied: prior probability shift-variations in tumor size or tissue distribution among centers; covariate shift-inter-center MRI alterations; and concept shift-different criteria for tumor segmentation. BraTS 2021 dataset was used, which includes 1251 cases from 23 centers. Thereafter, 155 deep-learning models were developed and compared, including 1) generalist models trained with multi-center data, 2) specialized models using only center-specific data, and 3) fine-tuned generalist models using center-specific data. RESULTS: The three key components of dataset shift were characterized. The amount of covariate shift was substantial, indicating large variations in MR imaging between different centers. Glioblastoma segmentation models tend to perform best when using data from the application center. Generalist models, trained with over 700 samples, achieved a median Dice score of 88.98%. Specialized models surpassed this with 200 cases, while fine-tuned models outperformed with 50 cases. CONCLUSIONS: The influence of dataset shift on model performance is evident. Fine-tuned and specialized models, utilizing data from the evaluated center, outperform generalist models, which rely on data from other centers. These approaches could encourage medical centers to develop customized models for their local use, enhancing the accuracy and reliability of glioblastoma segmentation in a context where dataset shift is inevitable.