AI models and the future of genomic research and medicine: True sons of knowledge?: Artificial intelligence needs to be integrated with causal conceptions in biomedicine to harness its societal benefits for the field.

The increasing availability of large-scale, complex data has made research into how human genomes determine physiology in health and disease, as well as its application to drug development and medicine, an attractive field for artificial intelligence (AI) approaches. Looking at recent developments, we explore how such approaches interconnect and may conflict with needs for and notions of causal knowledge in molecular genetics and genomic medicine. We provide reasons to suggest that-while capable of generating predictive knowledge at unprecedented pace and scale-if and how these approaches will be integrated with prevailing causal concepts will not only determine the future of scientific understanding and self-conceptions in these fields. But these questions will also be key to develop differentiated policies, such as for education and regulation, in order to harness societal benefits of AI for genomic research and medicine.

Synthetic genomics and synthetic biology applications between hopes and concerns.

New organisms and biological systems designed to satisfy human needs are among the aims of synthetic genomics and synthetic biology. Synthetic biology seeks to model and construct biological components, functions and organisms that do not exist in nature or to redesign existing biological systems to perform new functions. Synthetic genomics, on the other hand, encompasses technologies for the generation of chemically-synthesized whole genomes or larger parts of genomes, allowing to simultaneously engineer a myriad of changes to the genetic material of organisms. Engineering complex functions or new organisms in synthetic biology are thus progressively becoming dependent on and converging with synthetic genomics. While applications from both areas have been predicted to offer great benefits by making possible new drugs, renewable chemicals or clean energy, they have also given rise to concerns about new safety, environmental and socio-economic risks - stirring an increasingly polarizing debate. Here we intend to provide an overview on recent progress in biomedical and biotechnological applications of synthetic genomics and synthetic biology as well as on arguments and evidence related to their possible benefits, risks and governance implications.

Defusing the legal and ethical minefield of epigenetic applications in the military, defense, and security context.

Epigenetic research has brought several important technological achievements, including identifying epigenetic clocks and signatures, and developing epigenetic editing. The potential military applications of such technologies we discuss are stratifying soldiers' health, exposure to trauma using epigenetic testing, information about biological clocks, confirming child soldiers' minor status using epigenetic clocks, and inducing epigenetic modifications in soldiers. These uses could become a reality. This article presents a comprehensive literature review, and analysis by interdisciplinary experts of the scientific, legal, ethical, and societal issues surrounding epigenetics and the military. Notwithstanding the potential benefit from these applications, our findings indicate that the current lack of scientific validation for epigenetic technologies suggests a careful scientific review and the establishment of a robust governance framework before consideration for use in the military. In this article, we highlight general concerns about the application of epigenetic technologies in the military context, especially discrimination and data privacy issues if soldiers are used as research subjects. We also highlight the potential of epigenetic clocks to support child soldiers' rights and ethical questions about using epigenetic engineering for soldiers' enhancement and conclude with considerations for an ethical framework for epigenetic applications in the military, defense, and security contexts.

Semiquantitative measurement of drugs in urine samples and measurement of pharmaceutical active substances in serum samples using the Beckman Coulter Synchron LX20 PRO clinical system.

Our manuscript describes the investigation of options for the detection and semiquantitative assay of drug (metabolites) and the assay of relevant pharmaceutical active substances using the LX20 PRO (Beckman Coulter) in comparison with the Dimension RxL (Dade Behring) and the TDx or AxSYM (Abbott) system. Drug tests carried out with the LX system satisfy sensitivity and selectivity requirements. The assay of the pharmaceutical active substances revealed a few noticeable clusters of values with valproate and, in particular, digitoxin, that can be attributable to the reagents used rather than to the system itself, which is highly stable and reproducible in terms of operation. These values are thus devoid of any considerable clinical significance.

Targeted 'knockdown' of spliceosome function in mammalian cells.

The existence of two sophisticated parallel splicing machineries in multicellular organisms has raised intriguing questions--ranging from their impact on proteome expansion to the evolution of splicing and of metazoan genomes. Exploring roles for the distinct splicing systems in vivo has, however, been restricted by the lack of techniques to selectively inhibit their function in cells. In this study, we show that morpholino oligomers complementary to the branch-site recognition elements of U2 or U12 small nuclear RNA specifically suppress the function of the two splicing systems in mammalian cells. The data provide the first evidence for a role of distinct spliceosomes in pre-mRNA splicing from endogenous mammalian genes and establish a tool to define roles for the different splicing machineries in vivo.

Synthetic biology's self-fulfilling prophecy--dangers of confinement from within and outside.

A too narrow focus on engineering and application may confine the development of synthetic biology: this Forum article provides reasons to suggest that knowledge could remain related to intended functions and applications, and not flow back from application to (deeper biological) understanding. Concurrently, such an engineering/application focus may 'attract' and feed strategic policy schemes, in turn enhancing the need for applicability as a prerequisite of knowledge production. This self-reinforcing loop--driven from within and outside the field--could ultimately restrict future knowledge and benefits from synthetic biology.

Signal-regulated Pre-mRNA occupancy by the general splicing factor U2AF.

Alternative splicing of transcripts in a signal-dependent manner has emerged as an important concept to ensure appropriate expression of splice variants under different conditions. Binding of the general splicing factor U2AF to splice sites preceding alternatively spliced exons has been suggested to be an important step for splice site recognition. For splicing to proceed, U2AF has to be replaced by other factors. We show here that U2AF interacts with the signal-dependent splice regulator Sam68 and that forced expression of Sam68 results in enhanced binding of the U2AF65 subunit to an alternatively spliced pre-mRNA sequence in vivo. Conversely, the rapid signal-induced and phosphorylation-dependent interference with Sam68 binding to RNA was accompanied by reduced pre-mRNA occupancy of U2AF in vivo. Our data suggest that Sam68 can affect splice site occupancy by U2AF in signal-dependent splicing. We propose that the induced release of U2AF from pre-mRNA provides a regulatory step to control alternative splicing.

Splicing segregation: the minor spliceosome acts outside the nucleus and controls cell proliferation.

The functional relevance and the evolution of two parallel mRNA splicing systems in eukaryotes--a major and minor spliceosome that differ in abundance and splicing rate--are poorly understood. We report here that partially spliced pre-mRNAs containing minor-class introns undergo nuclear export and that minor-class snRNAs are predominantly cytoplasmic in vertebrates. Cytoplasmic interference with the minor spliceosome further indicated its functional segregation from the nucleus. In keeping with this, minor splicing was only weakly affected during mitosis. By selectively interfering with snRNA function in zebrafish development and in mammalian cells, we revealed a conserved role for minor splicing in cell-cycle progression. We argue that the segregation of the splicing systems allows for processing of partially unspliced cytoplasmic transcripts, emerging as a result of different splicing rates. The segregation offers a mechanism accounting for spliceosome evolution in a single lineage and provides a means for nucleus-independent control of gene expression.

Signal-dependent regulation of splicing via phosphorylation of Sam68.

Evolution of human organismal complexity from a relatively small number of genes--only approximately twice that of worm or fly--is explained mainly by mechanisms generating multiple proteins from a single gene, the most prevalent of which is alternative pre-messenger-RNA splicing. Appropriate spatial and temporal generation of splice variants demands that alternative splicing be subject to extensive regulation, similar to transcriptional control. Activation by extracellular cues of several cellular signalling pathways can indeed regulate alternative splicing. Here we address the link between signal transduction and splice regulation. We show that the nuclear RNA-binding protein Sam68 is a new extracellular signal-regulated kinase (ERK) target. It binds exonic splice-regulatory elements of an alternatively spliced exon that is physiologically regulated by the Ras signalling pathway, namely exon v5 of CD44. Forced expression of Sam68 enhanced ERK-mediated inclusion of the v5-exon sequence in mRNA. This enhancement was impaired by mutation of ERK-phosphorylation sites in Sam68, whereas ERK phosphorylation of Sam68 stimulated splicing of the v5 exon in vitro. Finally, Ras-pathway-induced alternative splicing of the endogenous CD44-v5 exon was abolished by suppression of Sam68 expression. Our data define Sam68 as a prototype regulator of alternative splicing whose function depends on protein modification in response to extracellular cues.