In light of the current opioid epidemic, the past 20 years have made it clear that parental life experiences can significantly impact the behavior and neurobiology of their offspring. Preclinical studies indicate that addiction reflects the interaction of an individual’s environment, genetics, and epigenetic modifications they inherit from their parents. Epigenetic mechanisms - including DNA methylation, histone modification, and small non-coding RNAs – refer to the complex interaction between genes and the environment, which produce heritable changes in germ cells that are transmitted to offspring to ultimately influence the brain development and subsequent vulnerability to develop a substance use disorder. The overarching goal of this dissertation was to characterize the behavioral and neurobiological effects of paternal morphine exposure on addiction-related endpoints in offspring. A highly translational rodent model of paternal morphine self-administration was used to produce first-generation (F1) male and female adolescent and adult offspring. As a reference, offspring derived from morphine-exposed fathers were called morphine-sired offspring, and offspring from saline-exposed fathers were called saline-sired offspring. In chapter 2, we revealed that male morphine-sired progeny are more sensitive over time to the pain-relieving effects of morphine. In the periaqueductal grey, an important pain-related brain region, we identified gene expression changes in regulators of G-protein signaling proteins that could partly account for this phenotype. In chapter 3, we demonstrated that adult morphine-sired male offspring self-administered more morphine; were more motived to earn morphine infusions compared to controls; and had more baseline mu-opioid receptor binding in the ventral tegmental area. Next, in chapter 4, we found that a drug-abstinence period of 90 consecutive days following 60 days of morphine exposure in sires was sufficient to prevent morphine-sired males from self-administering more morphine than controls. In chapter 5, we showed that this addiction-like phenotype did not extend to adolescent male or female offspring. Lastly, in chapter 6, using the incubation of craving paradigm, we found that paternal morphine exposure significantly reduced cue-induced active lever pressing for heroin in morphine-sired males. Taken together, these results add to the growing body of literature that show paternal preconception experiences can impact behavioral and neurobiological endpoints in offspring, perhaps via a(n) epigenetically inherited mechanism(s) in the germline. / Psychology

Several factors direct the placement of specific nucleosomes, which in turn have the ability to regulate DNA accessibility. These factors include, but are not limited to, nucleotide sequence preference, nucleotide modifications, the type of histones present within the nucleosome, and the presence of additional transcription factor or chromatin remodelers. A combination of these and other factors are responsible for tightly controlled efficient transcription within the eukaryotic cell. In order to contribute to the understanding of these complicated processes, three separate hypothesis-driven investigations were carried out. First, we looked into nucleosome positioning and phasing within closely related cells lines. Second, we examined domain level nucleosome occupancy on various portions of the chromosome. Finally, we generated a novel method that significantly reduces data loss in in vitro nucleosome reconstitution experiments caused by nucleosome fragment-end bias. All three of our investigations yielded separate results. First, by examining positions and phasing patterns within similar cell types we find common patterns and minor differences within similar cell types. The presence of minor differences in nucleosome positions may cause unique expression patterns. Secondly, we found that decreased domain level nucleosome occupancy at the chromosome arms is not caused by the presence of a class of nucleosomes, termed fragile nucleosomes. Finally, we found that when our nucleosome recovery method is applied conservatively to our dataset, it is possible to recover 80% of the lost nucleosome reconstitution data.

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Immunotherapy offers a promising approach to cancer treatment by harnessing a patient’s own immune system to fight malignant cells. However, the clinical application of immunotherapy has been hindered by the immunosuppressive tumor microenvironment generated by cancer cells as a mechanism to impede immune function and evade immune detection. Clinically used immunotherapies, such as immune checkpoint inhibitors and adoptive cell therapy, aim to overcome the immunosuppressive tumor microenvironment by blocking key regulatory pathways and exogenously activating immune cells. While effective against some cancers, these therapies are still limited by systemic toxicity, poor delivery kinetics, and continuous tumor adaptation that leads to immune escape. Herein, we propose the synthesis of nanoscale branching DNA architectures, known as dendrons, to (1) encode and deliver a DNA sequence, termed G3YSD, capable of activating the cyclic GMP-AMP synthase (cGAS)-stimulator of interferon genes (STING) pathway; and (2) deliver epigenetic modifiers to reprogram immunosuppressive cues in tumor cells. This solution exploits the modularity, programmability, and ease of control over DNA synthesis to generate architectures that exhibit improved delivery kinetics and favorable presentation of cargo to enhance immunomodulatory effects. Our proposed solution directly targets immunosuppressive mechanisms in tumor cells to sensitize them to immune attack and make them more easily recognized by the immune system. Delivery of G3YSD-encoding dendrons to murine B16 melanoma significantly increased the expression of major histocompatibility complex I (MHC I) and programmed cell death-ligand 1 (PD-L1) surface-bound receptors, which are critical for immune signaling pathways. The chemical conjugation of romidepsin, a histone deacetylase inhibitor, to G3YSD-encoding dendrons resulted in more than a 2-fold increase in MHC I expression compared to unconjugated G3YSD sequences and free romidepsin, indicating that the spatial arrangement and presentation of romidepsin has a synergistic impact on cGAS-STING signaling. In addition, pretreatment of B16 melanoma cells with zebularine, a DNA methyltransferase inhibitor, followed by G3YSD-encoding dendrons significantly increased levels of cytotoxic T lymphocyte-mediated lysis in a physiologically relevant co-culture. Developing novel architectures capable of interacting with tumor cells to remodel and overcome immunosuppressive cues will lead to significant advances in the field of immunotherapeutic design and cancer treatment. / 2026-05-23T00:00:00Z

This dissertation presents applications of machine learning and statistical approaches to infer protein-DNA bindings in the presence of epigenetic modifications. Epigenetic modifications are alterations to the DNA resulting in gene expression regulation where the structure of the DNA remains unaltered. It is a heritable and reversible modification and often involves addition or deletion of certain chemical compounds to the DNA. Histone modification is an epigenetic change that involves alteration of the histone proteins – thus changing the chromatin (DNA wound around histone proteins) structure – or addition of methyl-groups to the Cytosine base adjacent to a Guanine base. Epigenetic factors often interfere in gene expression regulation by promoting or inhibiting protein-DNA bindings. Such proteins are known as transcription factors. Transcription is the first step of gene expression where a particular segment of DNA is copied into the messenger-RNA (mRNA). Transcription factors orchestrate gene activity and are crucial for normal cell function in any organism. For example, deletion/mutation of certain transcription factors such as MEF2 have been associated with neurological disorders such as autism and schizophrenia. In this dissertation, different computational pipelines are described that use mathematical models to explain how the protein-DNA bindings are mediated by histone modifications and DNA-methylation affecting different regions of the brain at different stages of development. Multi-layer Markov models, Inhomogeneous Poisson analyses are used on data from brain to show the impact of epigenetic factors on protein-DNA bindings. Such data driven approaches reinforce the importance of epigenetic factors in governing brain cell differentiation into different neuron types, regulation of memory and promotion of normal brain development at the early stages of life. / Doctor of Philosophy / A cell is the basic unit of any living organism. Cells contain nucleus that contains DNA, self replicating material often called the blueprint of life. For sustenance of life, cells must respond to changes in our environment. Gene expression regulation, a process where specific regions of the DNA (genes) are copied into messenger RNA (mRNA) molecules and then translated into proteins, determines the fate of a cell. It is known that various environmental (such as diet, stress, social interaction) and biological factors often indirectly affect gene expression regulation. In this dissertation, we use machine learning approaches to predict how certain biological factors interfere indirectly with gene expression by changing specific properties of DNA. We expect our findings will help in understanding the interplay of these factors on gene expression.

京都大学 / 新制・課程博士 / 博士(理学) / 甲第25151号 / 理博第5058号 / 京都大学大学院理学研究科生物科学専攻 / (主査)教授 村山 美穂, 教授 平田 聡, 教授 三谷 曜子 / 学位規則第4条第1項該当 / Doctor of Science / Kyoto University / DGAM

Transgenerational epigenetic inheritance in mamals is a widely discussed topic in today's biology. Epigenetic modifications are molecules that play a crucial role in regulation of gene transcription. Epigenetic modifications regulate another epigenetic modification's establishment. The extrinsic and the intrinsic cellular or organismal environment is involved within the establishment of epigenetic state. The molecules involved in epigenetic processes are able to regulate gene transcription in reaction to the environment and therefore these molecules partly shape the phenotype. Most importantly, epigenetic processes are affected by cellular or organismal history. A question emerges: Are these molecules able to transfer information through germline to subsequent generations? Does transgenerational epigenetic inheritance in mammals exist? Experimental data show it is so. What consequences this can mean in our understanding of evolution? Powered by TCPDF (www.tcpdf.org)

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Des changements de méthylation de l’ADN peuvent affecter l’expression des gènes et pour certains être transmis au travers des générations. De telles « épimutations » qui concernent des groupes de cytosines à proximité ou dans les gènes sont donc une source potentielle de variation phénotypique héritable en absence de changements de la séquence de l’ADN. Chez les plantes la méthylation de l’ADN est cependant principalement observée au niveau des séquences répétées. Il reste à déterminer dans quelle mesure les changements de méthylation au niveau de ce type de séquences peuvent être héritées et affecter les phénotypes. Afin de répondre à ces questions, plus de 500 épiRIL (epigenetic Recombinant Inbred Lines) quasi-isogéniques a été générée chez Arabidopsis thaliana. Cette population a été obtenue par le croisement d’un parent sauvage et d’un parent mutant pour le gène DDM1 présentant une très forte réduction du taux de méthylation de l’ADN. Après un rétrocroisement de la F1 avec une plante sauvage, les individus sauvages pour le gène DDM1 ont été sélectionnés et propagées sur 6 générations par autofécondation. Nous avons montré par l’analyse du méthylome de plus de 100 épiRIL que l’hypométhylation induite par ddm1 présente selon les séquences affectées différents degrés de transmission au travers des générations. La réversion de l’hypométhylation concerne des régions associées à une abondance élevée en sRNA de 24 nt. Nous avons utilisé l’hypométhylation stablement transmise dans les épiRIL induite par ddm1 afin de détecter des QTL (Quantitative Trait Loci) affectant le temps de floraison et la longueur de la racine primaire, deux caractères pour lesquels les variations observées dans les épiRIL présentent une héritabilité importante. En dernier lieu, nous avons recherché par différentes approches les variations causales de ces QTL. / Loss or gain of DNA methylation can affect gene expression and is sometimes transmitted across generations. Such epigenetic alterations, which concern clusters of cytosines located near or within genes, are thus a source of heritable phenotypic variation in the absence of DNA sequence change. In plants however, DNA methylation targets repeat elements predominantly and it remains unclear to which extent DNA methylation changes over repeat sequences can be inherited and affect phenotypes. To address these issues, a population of near-isogenic, epigenetic Recombinant Inbred Lines (epiRILs) was generated in Arabidopsis thaliana. These were derived from a cross between a wild type and an isogenic ddm1 mutant line, in which DNA methylation is compromised specifically over repeat elements. After backcrossing of the F1 and selection of the progeny homozygous for wild-type DDM1, the epiRILs were propagated through six rounds of selfing. Analysis of the methylomes of more than 100 epiRILs and of the parents, indicates that ddm1-induced hypomethylation exhibit different patterns of inheritance through generations. Reversion of ddm1-induced hypomethylation is observed for regions associated with high level of 24 nt siRNA. Based on these findings, stable ddm1-induced hypomethylated regions were used to map quantitative trait loci (QTL) for flowering time and primary root length, two complex traits for which substantial heritable variation is observed in the epiRIL population. We finally analysed these QTL by different approaches to find their causal variations.