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1.
Clin Transl Sci ; 17(8): e13899, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39080841

ABSTRACT

Allergic disease prevalence has increased globally with the subset of type 2 inflammatory diseases playing a substantial role. Type 2 inflammatory diseases may differ in clinical presentation, but they exhibit shared pathophysiology that is targeted by the unique pharmacology of dupilumab. Dupilumab binds to the interleukin (IL)-4 receptor alpha subunit (IL-4Rα) that blocks IL-4 and IL-13 signaling, two key drivers of type 2 inflammation. Herein, we review the mechanism of action and pharmacology of dupilumab, and the clinical evidence that led to the regulatory approvals of dupilumab for the treatment of numerous type 2 inflammatory diseases: atopic dermatitis, asthma, chronic rhinosinusitis with nasal polyposis, eosinophilic esophagitis, and prurigo nodularis.


Subject(s)
Antibodies, Monoclonal, Humanized , Dermatitis, Atopic , Interleukin-13 , Interleukin-4 Receptor alpha Subunit , Translational Research, Biomedical , Humans , Antibodies, Monoclonal, Humanized/therapeutic use , Antibodies, Monoclonal, Humanized/pharmacology , Interleukin-4 Receptor alpha Subunit/antagonists & inhibitors , Interleukin-4 Receptor alpha Subunit/metabolism , Dermatitis, Atopic/drug therapy , Dermatitis, Atopic/immunology , Interleukin-13/antagonists & inhibitors , Interleukin-13/metabolism , Interleukin-13/immunology , Interleukin-4/antagonists & inhibitors , Interleukin-4/metabolism , Asthma/drug therapy , Asthma/immunology , Eosinophilic Esophagitis/drug therapy , Eosinophilic Esophagitis/immunology , Signal Transduction/drug effects , Nasal Polyps/drug therapy , Nasal Polyps/immunology , Prurigo/drug therapy , Translational Science, Biomedical , Sinusitis/drug therapy , Sinusitis/immunology
2.
Surg Oncol Clin N Am ; 33(3): 571-581, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38789199

ABSTRACT

In this article, the authors summarize the current state of translational science for esophageal and gastric cancers. The available targeted therapies, immunotherapies, and recently discovered molecular targets are reviewed. The authors introduce circulating tumor deoxyribonucleic acid and its promise as a biomarker to detect disease recurrence. The authors present patient-derived organoids as a new model for studying carcinogenesis and treatment responses. Finally, we discuss the implications of organoid models for precision oncology and describe exciting new work applying gene editing technology to organoids and studying tumor-microenvironment interactions using 3-dimensional co-culture systems.


Subject(s)
Esophageal Neoplasms , Stomach Neoplasms , Translational Science, Biomedical , Animals , Humans , Esophageal Neoplasms/genetics , Esophageal Neoplasms/therapy , Esophageal Neoplasms/pathology , Organoids , Precision Medicine/methods , Stomach Neoplasms/genetics , Stomach Neoplasms/therapy , Stomach Neoplasms/pathology , Translational Research, Biomedical/methods , Translational Science, Biomedical/methods , Tumor Microenvironment
3.
Appetite ; 200: 107513, 2024 Sep 01.
Article in English | MEDLINE | ID: mdl-38795946

ABSTRACT

Food insecurity is a pervasive problem that impacts health and well-being across the lifespan. The human research linking food insecurity to poor metabolic and behavioral health outcomes is inherently correlational and suffers from a high degree of variability both between households and even within the same household over time. Further, food insecurity is impacted by societal and political factors that are largely out of the control of individuals, which narrows the range of intervention strategies. Animal models of food insecurity are being developed to address some of the barriers to mechanistic research. However, animal models are limited in their ability to consider some of the more complex societal elements of the human condition. We believe that understanding the role that food insecurity plays in ingestive behavior and chronic disease requires a truly translational approach, and that understanding the health impacts of this complex social phenomenon requires understanding both its psychological and physiological dimensions. This brief review will outline some key features of food insecurity, highlighting those that are amenable to investigation with controlled animal models and identifying areas where integrating animal and human studies can improve our understanding of the psychological burden and health impacts of food insecurity. In the interest of brevity, this review will largely focus on food insecurity in the United States, as the factors that contribute to food insecurity vary considerably across the globe.


Subject(s)
Food Insecurity , Humans , Animals , United States , Translational Research, Biomedical , Translational Science, Biomedical , Food Supply
4.
Cephalalgia ; 44(5): 3331024241251488, 2024 May.
Article in English | MEDLINE | ID: mdl-38690640

ABSTRACT

BACKGROUND: We aimed to develop the first machine learning models to predict citation counts and the translational impact, defined as inclusion in guidelines or policy documents, of headache research, and assess which factors are most predictive. METHODS: Bibliometric data and the titles, abstracts, and keywords from 8600 publications in three headache-oriented journals from their inception to 31 December 2017 were used. A series of machine learning models were implemented to predict three classes of 5-year citation count intervals (0-5, 6-14 and, >14 citations); and the translational impact of a publication. Models were evaluated out-of-sample with area under the receiver operating characteristics curve (AUC). RESULTS: The top performing gradient boosting model predicted correct citation count class with an out-of-sample AUC of 0.81. Bibliometric data such as page count, number of references, first and last author citation counts and h-index were among the most important predictors. Prediction of translational impact worked optimally when including both bibliometric data and information from the title, abstract and keywords, reaching an out-of-sample AUC of 0.71 for the top performing random forest model. CONCLUSION: Citation counts are best predicted by bibliometric data, while models incorporating both bibliometric data and publication content identifies the translational impact of headache research.


Subject(s)
Bibliometrics , Biomedical Research , Headache , Machine Learning , Translational Science, Biomedical , Biomedical Research/statistics & numerical data , Translational Science, Biomedical/statistics & numerical data , Practice Guidelines as Topic , Periodicals as Topic , ROC Curve , Area Under Curve , Authorship , Random Forest , Humans , Datasets as Topic
5.
Biochem Cell Biol ; 102(4): 299-304, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38640502

ABSTRACT

I was fortunate enough to start my career at what was the dawn of modern-day molecular biology and to apply it to an important health problem. While my early work focused on fundamental science, the desire to understand human disease better and to find practical applications for research discoveries resulted, over the following decades, in creating a stream of translational research directed specifically toward epithelial cancers. This could only have been possible through multiple collaborations. This type of team science would eventually become a hallmark of my career. With the development of higher throughput molecular techniques, the pace of research and discovery has quickened, and the concept of personalized medicine based on genomics is now coming to fruition. I hope my legacy will not just reflect my published works, but will also include the impact I have had on the development of the next generation of scientists and clinician scientists who inspired me with their dedication, knowledge, and enthusiasm.


Subject(s)
Translational Research, Biomedical , Humans , History, 21st Century , History, 20th Century , Molecular Biology , Precision Medicine , Genomics , Translational Science, Biomedical
6.
Health Res Policy Syst ; 22(1): 50, 2024 Apr 20.
Article in English | MEDLINE | ID: mdl-38641648

ABSTRACT

BACKGROUND AND OBJECTIVES: Without strategic actions in its support, the translation of scientific research evidence into health policy is often absent or delayed. This review systematically maps and assesses national-level strategic documents in the field of knowledge translation (KT) for health policy, and develops a practical template that can support Evidence-informed Policy Network (EVIPNet) Europe countries in producing national strategies for evidence-informed policy-making. METHODS: Websites of organizations with strategic responsibilities in KT were electronically searched, on the basis of pre-defined criteria, in July-August 2017, and an updated search was carried out in April-June 2021. We included national strategies or elements of national strategies that dealt with KT activities, as well as similar strategies of individual institutions with a national policy focus. Two reviewers screened the strategies for inclusion. Data were analysed using qualitative content analysis. RESULTS: A total of 65 unique documents were identified, of which 17 were eligible and analysed for their structure and content. Of the 17, 1 document was a national health KT action plan and 6 documents were institution-level KT strategies. The remaining 10 strategies, which were also included were 2 national health strategies, 5 national health research strategies and 3 national KT strategies (not specific to the field of health alone). In all, 13 structural elements and 7 major themes of health policy KT strategies were identified from the included documents. CONCLUSION: KT in health policy, as emerged from the national strategies that our mapping identified, is based on the production and accessibility of policy-relevant research, its packaging for policy-making and the activities related to knowledge exchange. KT strategies may play different roles in the complex and context-specific process of policy-making. Our findings show that the main ideas of health-specific evidence-informed policy literature appear in these strategies, but their effectiveness depends on the way stakeholders use them. Specific knowledge-brokering institutions and organizational capacity, advocacy about the use of evidence, and close collaboration and co-decision-making with key stakeholders are essential in furthering the policy uptake of research results.


Subject(s)
Gray Literature , Translational Science, Biomedical , Humans , Translational Research, Biomedical , Policy Making , Health Policy
7.
Int J Circumpolar Health ; 83(1): 2333075, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38590199

ABSTRACT

Numerous theories, models, and frameworks (TMFs) currently exist for knowledge translation (KT), with scholarship that is increasingly inclusive of populations experiencing health inequalities. This study proposes two objectives: 1) exploring a nine-step method for synthesising best practices, acknowledging existing syntheses in the form of tailored-databases and review-style publications; and 2) collating best practices to inform KT that is inclusive to indigenous individuals living with disabilities in circumpolar regions. The resulting synthesis emphasises 10 best practices: explicitly connect the accountability of stakeholders to the wellbeing of the people they serve; recognise entanglement with existing neoliberal systems; assess impacts of KT on indigenous treatment providers; employ personal outreach visits; rectify longstanding delegitimization; avoid assuming the target group to be homogeneous, critically examine inequitable distribution of benefits and risks; consider how emphasis on a KT initiative can distract from historical and systemic inequalities; target inequitable, systemic social and economic forces; consider how KT can also be mobilised to gain power and control; assess what is selected for KT, and how it intersects with power position of external stakeholders and internal champions; and, allow people access-to-knowledge which changes inequitable systems.


Subject(s)
Disabled Persons , Translational Science, Biomedical , Humans , Translational Research, Biomedical/methods , Population Groups
8.
Clin Transl Sci ; 17(2): e13732, 2024 02.
Article in English | MEDLINE | ID: mdl-38593352

ABSTRACT

Molnupiravir is an oral prodrug of the broadly active, antiviral ribonucleoside analog N-hydroxycytidine (NHC). The primary circulating metabolite NHC is taken up into cells and phosphorylated to NHC-triphosphate (NHC-TP). NHC-TP serves as a competitive substrate for viral RNA-dependent RNA polymerase (RdRp), which results in an accumulation of errors in the viral genome, rendering virus replication incompetent. Molnupiravir has demonstrated activity against SARS-CoV-2 both clinically and preclinically and has a high barrier to development of viral resistance. Little to no molnupiravir is observed in plasma due to rapid hydrolysis to NHC. Maximum concentrations of NHC are reached at 1.5 h following administration in a fasted state. The effective half-life of NHC is 3.3 h, reflecting minimal accumulation in the plasma following twice-daily (Q12H) dosing. The terminal half-life of NHC is 20.6 h. NHC-TP exhibits a flatter profile with a lower peak-to-trough ratio compared with NHC, which supports Q12H dosing. Renal and hepatic pathways are not major routes of elimination, as NHC is primarily cleared by metabolism to uridine and cytidine, which then mix with the endogenous nucleotide pools. In a phase III study of nonhospitalized patients with COVID-19 (MOVe-OUT), 5 days of treatment with 800 mg molnupiravir Q12H significantly reduced the incidence of hospitalization or death compared with placebo. Patients treated with molnupiravir also had a greater reduction in SARS-CoV-2 viral load and improved clinical outcomes, compared with those receiving placebo. The clinical effectiveness of molnupiravir has been further demonstrated in several real-world evidence studies. Molnupiravir is currently authorized or approved in more than 25 countries.


Subject(s)
Cytidine/analogs & derivatives , Ribonucleosides , Translational Science, Biomedical , Humans , Cytidine/pharmacology , Hydroxylamines , SARS-CoV-2
9.
Ethics Hum Res ; 46(3): 34-39, 2024.
Article in English | MEDLINE | ID: mdl-38629220

ABSTRACT

In August of 2023, the National Academies of Science, Engineering, and Medicine published a timely report titled "Toward Equitable Innovation in Health and Medicine: A Framework." Here, we review some of the key contributions of the report, focusing on two dimensions of equity: input equity and deployment equity. We then use the example of new gene therapies to treat sickle cell disease (SCD) as a case study of input and deployment equity in translational research. The SCD case study illustrates the need for a kind of translational bioethics with deep understanding of lived experiences and clinical realities as well as a high degree of economic and policy sophistication.


Subject(s)
Anemia, Sickle Cell , Health Equity , Humans , Translational Research, Biomedical , Anemia, Sickle Cell/genetics , Anemia, Sickle Cell/therapy , Translational Science, Biomedical , Policy
10.
Clin Transl Sci ; 17(4): e13785, 2024 04.
Article in English | MEDLINE | ID: mdl-38572980

ABSTRACT

Real-world data (RWD) and real-world evidence (RWE) are now being routinely used in epidemiology, clinical practice, and post-approval regulatory decisions. Despite the increasing utility of the methodology and new regulatory guidelines in recent years, there remains a lack of awareness of how this approach can be applied in clinical pharmacology and translational research settings. Therefore, the American Society of Clinical Pharmacology & Therapeutics (ASCPT) held a workshop on March 21st, 2023 entitled "Advancing the Utilization of Real-World Data (RWD) and Real-World Evidence (RWE) in Clinical Pharmacology and Translational Research." The work described herein is a summary of the workshop proceedings.


Subject(s)
Pharmacology, Clinical , Humans , Translational Research, Biomedical , Translational Science, Biomedical
11.
Child Care Health Dev ; 50(3): e13257, 2024 May.
Article in English | MEDLINE | ID: mdl-38587273

ABSTRACT

BACKGROUND: Due to reported challenges experienced by healthcare providers (HCPs) when having weight-related conversations with children with disabilities and their families, a knowledge translation (KT) casebook was developed, providing key communication principles with supportive resources. Our aim was to explore how the KT casebook could be implemented into a disability context. Study objectives were to develop and integrate needs-based implementation supports to help foster the uptake of the KT casebook communication principles. METHODS: A sample of nurses, physicians, occupational therapists and physical therapists were recruited from a Canadian paediatric rehabilitation hospital. Informed by the Theoretical Domains Framework, group interviews were conducted with participants to understand barriers to having weight-related conversations in their context. Implementation strategies were developed to deliver the KT casebook content that addressed these identified barriers, which included an education workshop, simulations, printed materials, and a huddle and email strategy. Participant experiences with the implementation supports were captured through workshop evaluations, pre-post surveys and qualitative interviews. Post-implementation interviews were analysed using descriptive content analysis. RESULTS: Ten HCPs implemented the KT casebook principles over 6 months. Participants reported that the workshop provided a clear understanding of the KT casebook content. While HCPs appreciated the breadth of the KT casebook, they found the abbreviated printed educational materials more convenient. Strategies developed to address participants' need for a sense of community and opportunities to learn from each other did not achieve their aim. Increased confidence in integrating the KT casebook principles into practice was not demonstrated, due, in part, to having few opportunities to practice. This was partly because of the increase in competing clinical demands at the onset of the COVID-19 pandemic. CONCLUSIONS: Despite positive feedback on the product itself, changes in the organisational and environmental context limited the success of the implementation plan. Monitoring and adapting implementation processes in response to unanticipated changes is critical to the success of implementation efforts.


Subject(s)
Pandemics , Translational Science, Biomedical , Humans , Child , Canada , Communication , Health Personnel
12.
PLoS One ; 19(4): e0299923, 2024.
Article in English | MEDLINE | ID: mdl-38558055

ABSTRACT

Over the past few years, the RENARD research team has observed a sharp increase in the need for knowledge translation (KT) training. Given the high demand, it has been nearly impossible for the team to provide training entirely in person, and so a massive open online course (MOOC) was developed. Its aim is to promote the use and appropriation of the KT process by practitioners, decision-makers, and others in the public sphere. The goal of this study was to evaluate the MOOC by collecting users' opinions, reactions, appropriation, and practice changes. A qualitative research design was used. Data were collected through semi-structured individual interviews (n = 16) with professionals from Canada, France, and three West African countries (Burkina Faso, Mali, and Senegal) who had taken the MOOC. All interviews were subjected to thematic content analysis. The MOOC content was generally appreciated and reused by the respondents. The results revealed one main motive for completing the course: the immediate opportunity to apply their learning in their practice environments. However, most respondents deplored the lack of interaction among learners and expressed the need for coaching with an instructor to deepen the topics covered during the course. The results also revealed connection and accessibility issues linked to the Internet network and unstable access to electricity in West African countries. The study highlights the potential of MOOCs for the acquisition of knowledge and competencies by KT professionals. Several recommendations and avenues of exploration were formulated to optimize and improve future designs of MOOCs on KT.


Subject(s)
Education, Distance , Humans , Education, Distance/methods , Translational Science, Biomedical , Educational Measurement , Learning , Burkina Faso
14.
Public Health Res Pract ; 34(1)2024 Apr 04.
Article in English | MEDLINE | ID: mdl-38569575

ABSTRACT

OBJECTIVE: To document the outcomes of a dedicated Science Communication Community of Practice (CoP) for increasing prevention-focused knowledge translation (KT) and evidence uptake. Type of program: Shared priorities and a united vision to communicate the value of prevention research led to the formation of a dedicated Science Communication CoP within an Australian public health prevention-focused research collaboration. Members of the CoP included science communication experts and early- and mid-career researchers (EMCRs) with KT-focused roles. METHODS: The CoP met monthly, with semi-structured meetings led by an experienced science communication professional. A priority of the CoP was to develop resources that could help members and external parties to communicate their findings, especially EMCRs and those working on low-resourced projects. Insights from CoP members were synthesised to document if, and how, the CoP increased communication and KT capacity. RESULTS: CoP members found that participatory dialogue - dialogue that involves sharing perspectives and listening to others in order to develop a shared understanding - helped promote a greater understanding of science communication techniques and led to KT being embedded within projects. The CoP itself resulted in shared narratives and communication outputs that could not have been produced by individual members, primarily due to a lack of dedicated resourcing. Members found that engaging in the CoP increased their use of a range of science communication skills, tactics, and methods (e.g., targeted messaging for policy and practice, use of media and social media, and event management to engage audiences and build trust). LESSONS LEARNT: The CoP helped build a greater working knowledge of science communication among its members, leading to increased KT activities. Within an environment of low resourcing for science communication, bringing researchers together with science communication experts can help promote the communication of synthesised evidence and unified messaging on 'what works for prevention'.


Subject(s)
Communication , Translational Science, Biomedical , Humans , Australia , Community Health Services , Health Services Research , Capacity Building
15.
Int J Mol Sci ; 25(7)2024 Mar 29.
Article in English | MEDLINE | ID: mdl-38612661

ABSTRACT

Flow cytometry is a mainstay technique in cell biology research, where it is used for phenotypic analysis of mixed cell populations. Quantitative approaches have unlocked a deeper value of flow cytometry in drug discovery research. As the number of drug modalities and druggable mechanisms increases, there is an increasing drive to identify meaningful biomarkers, evaluate the relationship between pharmacokinetics and pharmacodynamics (PK/PD), and translate these insights into the evaluation of patients enrolled in early clinical trials. In this review, we discuss emerging roles for flow cytometry in the translational setting that supports the transition and evaluation of novel compounds in the clinic.


Subject(s)
Translational Research, Biomedical , Translational Science, Biomedical , Humans , Flow Cytometry , Research Design , Drug Discovery
16.
Int J Mol Sci ; 25(7)2024 Apr 03.
Article in English | MEDLINE | ID: mdl-38612794

ABSTRACT

The spinocerebellar ataxias (SCA) comprise a group of inherited neurodegenerative diseases. Machado-Joseph Disease (MJD) or spinocerebellar ataxia 3 (SCA3) is the most common autosomal dominant form, caused by the expansion of CAG repeats within the ataxin-3 (ATXN3) gene. This mutation results in the expression of an abnormal protein containing long polyglutamine (polyQ) stretches that confers a toxic gain of function and leads to misfolding and aggregation of ATXN3 in neurons. As a result of the neurodegenerative process, SCA3 patients are severely disabled and die prematurely. Several screening approaches, e.g., druggable genome-wide and drug library screenings have been performed, focussing on the reduction in stably overexpressed ATXN3(polyQ) protein and improvement in the resultant toxicity. Transgenic overexpression models of toxic ATXN3, however, missed potential modulators of endogenous ATXN3 regulation. In another approach to identify modifiers of endogenous ATXN3 expression using a CRISPR/Cas9-modified SK-N-SH wild-type cell line with a GFP-T2A-luciferase (LUC) cassette under the control of the endogenous ATXN3 promotor, four statins were identified as potential activators of expression. We here provide an overview of the high throughput screening approaches yet performed to find compounds or genomic modifiers of ATXN3(polyQ) toxicity in different SCA3 model organisms and cell lines to ameliorate and halt SCA3 progression in patients. Furthermore, the putative role of cholesterol in neurodegenerative diseases (NDDs) in general and SCA3 in particular is discussed.


Subject(s)
Machado-Joseph Disease , Spinocerebellar Ataxias , Humans , Animals , Machado-Joseph Disease/genetics , Translational Research, Biomedical , Spinocerebellar Ataxias/genetics , Translational Science, Biomedical , Animals, Genetically Modified
17.
PLoS One ; 19(4): e0302022, 2024.
Article in English | MEDLINE | ID: mdl-38635538

ABSTRACT

BACKGROUND: The conventional methods and strategies used for knowledge translation (KT) in academic research often fall short in effectively reaching stakeholders, such as citizens, practitioners, and decision makers, especially concerning complex healthcare issues. In response, a growing number of scholars have been embracing arts-based knowledge translation (ABKT) to target a more diverse audience with varying backgrounds and expectations. Despite the increased interest, utilization, and literature on arts-based knowledge translation over the past three decades, no studies have directly compared traditional knowledge translation with arts-based knowledge translation methods. Thus, our study aimed to evaluate and compare the impact of an arts-based knowledge translation intervention-a circus show-with two traditional knowledge translation interventions (webinar and research report) in terms of awareness, accessibility, engagement, advocacy/policy influence, and enjoyment. METHODS: To conduct this exploratory convergent mixed method study, we randomly assigned 162 participants to one of the three interventions. All three knowledge translation methods were used to translate the same research project: "Rural Emergency 360: Mobilization of decision-makers, healthcare professionals, patients, and citizens to improve healthcare and services in Quebec's rural emergency departments (UR360)." RESULTS: The findings revealed that the circus show outperformed the webinar and research report in terms of accessibility and enjoyment, while being equally effective in raising awareness, increasing engagement, and influencing advocacy/policy. Each intervention strategy demonstrates its unique array of strengths and weaknesses, with the circus show catering to a diverse audience, while the webinar and research report target more informed participants. These outcomes underscore the innovative and inclusive attributes of Arts-Based Knowledge translation, showcasing its capacity to facilitate researchers' engagement with a wider array of stakeholders across diverse contexts. CONCLUSION: As a relevant first step and a complementary asset, arts-based knowledge translation holds immense potential in increasing awareness and mobilization around crucial health issues.


Subject(s)
Delivery of Health Care , Translational Science, Biomedical , Humans , Quebec , Canada , Emergency Service, Hospital
18.
Int J Qual Stud Health Well-being ; 19(1): 2320183, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38431847

ABSTRACT

Even though regular engagement in physical activity (PA) among children can support their development and encourage the adoption of healthy lifelong habits, most do not achieve their recommended guidelines. Active travel (AT), or any form of human-powered travel (e.g., walking), can be a relatively accessible, manageable, and sustainable way to promote children's PA. One common barrier to children's engagement in AT, however, is a reported lack of education and training. To support children's participation in AT, this paper presents the development of a comprehensive 4-module online road safety education intervention designed to improve children's knowledge and confidence regarding AT. Using a qualitative integrated knowledge translation (iKT) approach undertaken with community collaborators (n = 50) containing expertise in health promotion, public safety, school administration, and transportation planning, our inductive thematic analysis generated fourth themes which constituted the foundation of the intervention modules: Active Travel Knowledge: Awareness of Benefits and Participation; Pedestrian Safety and Skills: Roles, Responsibilities, and Rules; Signs and Infrastructure: Identification, Literacy, and Behaviour; Wheeling Safety and Skills: Technical Training and Personal Maneuvers. Each theme/module was then linked to an explicit learning objective and connected to complementary knowledge activities, resources, and skill development exercises. Implications for research and practice are discussed.


Subject(s)
Translational Science, Biomedical , Travel , Child , Humans , Transportation , Schools , Exercise
19.
Mol Omics ; 20(4): 234-247, 2024 May 07.
Article in English | MEDLINE | ID: mdl-38444371

ABSTRACT

The genome-scale metabolic model (GEM) has emerged as one of the leading modeling approaches for systems-level metabolic studies and has been widely explored for a broad range of organisms and applications. Owing to the development of genome sequencing technologies and available biochemical data, it is possible to reconstruct GEMs for model and non-model microorganisms as well as for multicellular organisms such as humans and animal models. GEMs will evolve in parallel with the availability of biological data, new mathematical modeling techniques and the development of automated GEM reconstruction tools. The use of high-quality, context-specific GEMs, a subset of the original GEM in which inactive reactions are removed while maintaining metabolic functions in the extracted model, for model organisms along with machine learning (ML) techniques could increase their applications and effectiveness in translational research in the near future. Here, we briefly review the current state of GEMs, discuss the potential contributions of ML approaches for more efficient and frequent application of these models in translational research, and explore the extension of GEMs to integrative cellular models.


Subject(s)
Machine Learning , Models, Biological , Humans , Animals , Translational Research, Biomedical , Translational Science, Biomedical , Genome/genetics , Metabolic Networks and Pathways/genetics
20.
Endeavour ; 48(1): 100914, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38537421

ABSTRACT

In his 1917 lecture for Munich students (most often entitled in English translation "Science as a Vocation"), Max Weber addressed numerous issues: not only how "profession" and "calling" are related in science and scholarship, but also Entzauberung ("disenchantment"); rationality and its limits; ultimate values; and the field of tension between science and religion. The present essay locates these themes in Weber's oeuvre from 1911 onward, and analyses how they resonate and culminate in Weber's address in 1917. It is in 1911 that he decided to engage with the problem that was to stand central in his thinking until his death in 1920: the nature and causes of certain specific turns in the course of European history which, so he argued, have proven to be of "universal significance." Special attention is given in the present essay to how Weber dealt in this connection with the rise of modern science and the rise of modern tonal harmony. A concluding section explains what, over a century later, makes reading Weber still so rewarding an experience.


Subject(s)
Occupations , Religion , Male , Humans , Translational Science, Biomedical , Causality
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