Biology subjects

Graf, D.

Publications and source records attributed to Graf, D..

6 recordsLinked to original sources

bioRxiv2025

A Population Model Reveals Surprising Role of Stochastic Cell Division in Epigenetic Memory Systems

Epigenetic memory systems can store transient environmental signals in bacteria in form of DNA methylation patterns. A synthetic zinc finger protein (ZnF4) binds to the DNA in a methylation-dependent manner and represses the expression of the DNA methyltransferase CcrM. The ON-state of these systems is characterized by high CcrM expression, high methylation levels, and low ZnF4 binding, but the mechanisms ensuring long-term ON-state stability remain unclear. Measurements showed a gradual shift of cell populations from ON to OFF starting after about four days of cultivation. We use a hybrid modeling approach integrating flow-cytometry data and bulk methylation measurements to test the hypothesis that stochastic cell division is a key factor in this transition. Interestingly, model parameters cluster into two groups with opposite effects of cell division rates on ON-state stability. Experiments under varying growth conditions show that faster cell division increases memory stability -- an initially unexpected result. Model simulations provide a potential explanation for this observation and deepen our understanding about the mechanisms and timing of the ON/OFF switch in individual cells.

systems biology↗

bioRxiv2024

Tendon-associated gene expression precedes osteogenesis in mid-palatal suture establishment

Orthodontic maxillary expansion relies on intrinsic mid-palatal suture mechanobiology to induce guided osteogenesis, yet establishment of the mid-palatal suture within the continuous secondary palate and causes of maxillary insufficiency remain poorly understood. In contrast, advances in cranial suture research hold promise to improve surgical repair of prematurely fused cranial sutures in craniosynostosis to potentially restore the obliterated signaling environment and ensure continual success of the intervention. We hypothesized that mid-palatal suture establishment is governed by shared principles with calvarial sutures and involves functional linkage between expanding primary ossification centres with the midline mesenchyme. We characterized establishment of the mid-palatal suture from late embryonic to early postnatal timepoints. Suture establishment was visualized using histological techniques and multimodal transcriptomics. We identified that mid-palatal suture formation depends on a spatiotemporally controlled signalling milieu in which tendon-associated genes play a significant role. We mapped relationships between extracellular matrix-encoding gene expression, tenocyte markers, and novel suture patency candidate genes. We identified similar expression patterns in FaceBase-deposited scRNA-seq datasets from cranial sutures. These findings demonstrate shared biological principles for suture establishment, providing further avenues for future development and understanding of maxillofacial interventions.

developmental biology↗

bioRxiv2021

MusMorph, a database of standardized mouse morphology data for morphometric meta-analyses

Complex morphological traits are the product of many genes with transient or lasting developmental effects that interact in anatomical context. Mouse models are a key resource for disentangling such effects, because they offer myriad tools for manipulating the genome in a controlled environment. Unfortunately, phenotypic data are often obtained using laboratory-specific protocols, resulting in self-contained datasets that are difficult to relate to one another for larger scale analyses. To enable meta-analyses of morphological variation, particularly in the craniofacial complex and brain, we created MusMorph, a database of standardized mouse morphology data spanning numerous genotypes and developmental stages, including E10.5, E11.5, E14.5, E15.5, E18.5, and adulthood. To standardize data collection, we implemented an atlas-based phenotyping pipeline that combines techniques from image registration, deep learning, and morphometrics. Alongside stage-specific atlases, we provide aligned micro-computed tomography images, dense anatomical landmarks, and segmentations (if available) for each specimen (N=10,056). Our workflow is open-source to encourage transparency and reproducible data collection. The MusMorph data and scripts are available on FaceBase (www.facebase.org, doi.org/10.25550/3-HXMC) and GitHub (https://github.com/jaydevine/MusMorph).

genetics↗

bioRxiv2021

Wnt1-Cre mediated deletion of BMP7 suggests a role for neural crest-derived BMP7 in retina development and function

Neural crest (NC) contributes to various structures of the eye including cornea, ciliary body and retina. The association of NC-derived cells with hyaloid vessels in the form of pericytes is established. Similarly, persistence of NC-derived cells in the inner retina layer of the mature retina has been suggested. To date, no specific function has been attributed to them. NC-derived Bone morphogenetic protein 7 (BMP7) controls neurogenic properties in the brain and regulates glia differentiation. Here, we assessed the role of NC-derived BMP7 in the adult retina. BMP7 expression was determined using Bmp7LacZ reporter mice. BMP7 was expressed in GCL, IPL, OPL, and photoreceptors in P0, P14 and P30 retinas. Lineage tracing confirmed the presence of NC-derived cells in the GCL, INL, and ONL. Some but not all cells associated with vasculature. To test the function of NC-derived Bmp7, Bmp7fl/flWnt1cre (Bmp7ncko) mice were assessed by histological and functional methods. Loss of NC-derived cells in the GCL and INL and mild structural abnormalities were observed in the Bmp7ncko retina. Electroretinography revealed reduced a wave under photopic conditions and b wave under both scotopic and photopic conditions. The neuronal circuitry in the inner retina appeared affected, evidenced by decreased Calbindin in the GCL, IPL and INL. In the outer retina, S-opsin was increased. BMP7 expression in the mutant retina was strongly decreased at birth, but increased expression from cells other than NC was observed in the adult retina. This was associated with an increase in IBA1, suggestive that loss of NC-derived BMP7 predisposes to development of gliosis-like changes in the adult retina. Overall, our data reveal an important contribution of NC-derived BMP7 for the development and function of the inner and outer retina.

physiology↗

bioRxiv2019

nkx3.2 mutant zebrafish accommodate the jaw joint loss through a phenocopy of the head shapes of Paleozoic agnathans

The vertebrate jaw is a versatile feeding apparatus that facilitated explosive diversification. To function, it requires a joint between the upper and lower jaws, so jaw joint defects - such as osteoarthritis or even ankylosis - are often highly disruptive and difficult to study. To describe consequences of jaw-joint dysfunction, we engineered two independent null alleles of a single jaw-joint marker gene, nkx3.2, in zebrafish. These mutations caused zebrafish to become functionally jawless via fusion of the upper and lower jaw cartilages (ankylosis). Despite lacking jaw joints, nkx3.2 mutants survive to adulthood and accommodate this defect by: a) remodeling their skulls; and b) altering their behavior from suction feeding to ram feeding. As a result of remodeling, nkx3.2 mutants developed superficial similarities to the skull shapes observed in two lineages of ancient jawless vertebrates (anaspids and furcacaudiid thelodonts), including: a fixed open gape, reduced snout, and enlarged branchial region. However, no homology exists in individual skull elements between these taxa, and most of the modified elements in the mutant zebrafish occur outside known expression domains of nkx3.2. Therefore, we interpret the adult nkx3.2 phenotype not as a reversal to an ancestral state, but as convergence due to similar functional requirement of feeding without moveable jaws. This remarkable convergence strongly suggests that jaw movements themselves dramatically influence the development of jawed vertebrate skulls, which implies that functionally viable skull morphologies are finite, with or without functional jaws. Because nkx3.2 null zebrafish display prominent joint ankylosis, drastically modified skull shape, and altered feeding behaviors, these mutants provide a unique model with which to investigate mechanisms of skeletal remodeling and joint diseases.

evolutionary biology↗

bioRxiv2019

Motion perception in the common marmoset

Visual motion processing is a well-established model system for studying neural population codes in primates. The common marmoset, a small new world primate, offers unparalleled opportunities to probe these population codes in key motion processing areas, such as cortical areas MT and MST, because these areas are accessible for imaging and recording at the cortical surface. However, little is currently known about the perceptual abilities of the marmoset. Here, we introduce a paradigm for studying motion perception in the marmoset and compare their psychophysical performance to human observers. We trained two marmosets to perform a motion estimation task in which they provided an analog report of their perceived direction of motion with an eye movement to a ring that surrounded the motion stimulus. Marmosets and humans exhibited similar trade-offs in speed vs. accuracy: errors were larger and reaction times were longer as the strength of the motion signal was reduced. Reverse correlation on the temporal fluctuations in motion direction revealed that both species exhibited short integration windows, however, marmosets had substantially less non-decision time than humans. Our results provide the first quantification of motion perception in the marmoset and demonstrate several advantages to using analog estimation tasks.

neuroscience↗