Biology subjects

Camacho, J.

Publications and source records attributed to Camacho, J..

13 recordsLinked to original sources

bioRxiv2026

Defining the RNA Modification Landscape of Multiple Myeloma Reveals METTL3-Dependent m6A Regulation of NEAT1

RNA modifications play critical roles in gene regulation. N6-methyladenosine (m6A) is the most abundant modification on mRNA and long noncoding RNA (lncRNA) and regulates RNA processing, stability, and translation. RNA modifications are not well characterized in multiple myeloma (MM), a plasma cell malignancy characterized by relapse and disease progression, and the contribution of m6A-modified lncRNAs to the disease remains unclear. Here, we define the RNA modification landscape of MM by combining mass spectrometry, Nanopore Direct RNA sequencing, and methylated RNA immunoprecipitation sequencing. We identify 20 RNA modification types and > 15,000 m6A sites, including sites on 2,398 lncRNAs. Among these, we validate m6A sites on the paraspeckle-associated lncRNA NEAT1. Functional studies reveal that NEAT1 expression is regulated by the methyltransferase METTL3 and site-specific demethylation of a NEAT1 m6A site reduces MM cell viability. Single-cell RNA sequencing shows consistent NEAT1 enrichment in malignant plasma cells but minimal expression in healthy cells. These findings identify m6A-modified lncRNAs as key regulators of MM biology and establish NEAT1 as an epitranscriptomically controlled driver of MM cell survival.

cancer biology↗

bioRxiv2026

A Realistic Simulation Framework for EvaluatingMicrobiome Normalization in Sample Stratification and Differential Abundance

BackgroundNormalization is a critical yet often poorly understood step in microbiome studies. Suboptimal approaches may lead to inaccurate conclusions in downstream analyses of microbial communities. Currently, there is no benchmarking framework to evaluate how normalisation affects both sample stratification and differential abundance simultaneously across taxonomic levels. In this paper, we propose a simulation pipeline based on real data and multivariate exploratory data analysis to provide a structured and reproducible assessment of normalization methods. ResultsNormalization methods exhibited distinct accuracy across taxonomic levels and sequencing depths. In our case study, at the phylum level, edgeR-TMM and Rarefaction improved accuracy by reducing coverage-related variation while preserving biological structure. In contrast, at the genus level, the overall improvement by normalization was less pronounced, reflecting the weaker influence of sequencing depth variability in this scenario, and EdgeR-TMM again provided the most accurate estimation of biological effect. Multivariate visualizations supported these observations, highlighting both sample-level and taxon-level differences among methods. Yet, ordination-based summaries are not sufficient for differential abundance inference and can be misleading, motivating the use of a simulation environment with known ground truth. ConclusionsNormalization performance varied with sequencing depth, sparsity, taxonomic resolution, and dataset size. Thus, there is no single normalization method that is expected to be optimal across all conditions. Our proposed simulation and analysis framework offers a reproducible and interpretable platform to evaluate existing and new normalization approaches in microbiome research for specific case studies.

bioinformatics↗

bioRxiv2025

From Development to Regeneration: Insights into Flight Muscle Adaptations from Bat Muscle Cell Lines

Skeletal muscle regeneration depends on muscle stem cells, which give rise to myoblasts that drive muscle growth, repair, and maintenance. In bats--the only mammals capable of powered flight--these processes must also sustain contractile performance under extreme mechanical and metabolic stress. However, the cellular and molecular mechanisms underlying bat muscle physiology remain largely unknown. To enable mechanistic investigation of these traits (Graphical Abstract), we established the first myoblast cell lines from the pectoralis muscle of Pteronotus mesoamericanus, a highly maneuverable aerial insectivore. Using both spontaneous immortalization and exogenous hTERT/CDK4 overexpression, we generated two stable cell lines that retain proliferative capacity and differentiate into contractile myotubes. These cells exhibit frequent spontaneous contractions, suggesting robust functional integrity at the neuromuscular junction. In parallel, we performed transcriptomic and metabolic profiling of native pectoralis tissue to define molecular programs supporting muscle specialization. Gene expression analyses revealed enriched pathways for muscle metabolism, development, and regeneration, highlighting the supporting roles in tissue maintenance and repair. Consistent with this profile, the flight muscle is triglyceride-rich, which serves as an important fuel source for energetically demanding processes, including muscle contraction and cellular recovery. Integration of transcriptomic and metabolic data identified three key metabolic modules--glucose utilization, lipid handling, and nutrient signaling--that likely coordinate ATP production and support metabolic flexibility. Together, these complementary tools and datasets provide the first in vitro platform for investigating bat muscle research, enabling direct exploration of muscle regeneration, metabolic resilience, and evolutionary physiology. Graphical AbstractEstablishment of bat muscle cell cultures from the Mesoamerican mustached bat (P. mesoamericnus) provides an in vitro platform to investigate muscle regeneration and flight muscle biology. The pectoralis major muscle was isolated to generate primary myoblast cultures, which were expanded and immortalized using hTERT/CDK4. The resulting myoblast lines retain proliferative and differentiation capacity. RNA sequencing of native pectoralis muscle tissue revealed molecular signatures of myogenic regulation, stress resilience, and tissue remodeling, supporting the relevance of these in vitro models for studying muscle maintenance and regenerative mechanisms. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=127 SRC="FIGDIR/small/662643v1_ufig1.gif" ALT="Figure 1"> View larger version (30K): org.highwire.dtl.DTLVardef@490f49org.highwire.dtl.DTLVardef@8ab615org.highwire.dtl.DTLVardef@b840e1org.highwire.dtl.DTLVardef@ab92eb_HPS_FORMAT_FIGEXP M_FIG C_FIG

cell biology↗

bioRxiv2025

Serine activates defense mechanisms via glutamate receptor-like channel 3.4 and calcium-dependent protein kinase 5 signaling in plants.

Amino acids are fundamental building blocks of proteins, as well as essential metabolites for plant growth and development. Beyond their metabolic roles, amino acids have been increasingly recognized as regulators of plant immunity. However, the molecular mechanisms by which amino acids modulate defense responses remain unclear. In this study, we identify a novel function for serine as a defense-priming signal. Serine pretreatment enhances immune gene expression and primes plants for a more rapid and robust response to pathogen infection, resulting in a significant delay in programmed cell death (PCD) during effector-triggered immunity (ETI). We further demonstrate that serine-induced defense activation is mediated by glutamate receptor-like calcium channel 3.4 (GLR3.4), which subsequently activates calcium-dependent protein kinase 5 (CPK5). CPK5 in turn phosphorylates WRKY transcription factors, including WRKY33, to induce key immune genes. Our findings uncover a previously unrecognized serine-initiated signaling pathway that primes plant defense, highlighting both its mechanistic novelty and its potential application in sustainable agriculture. Given that serine is a naturally occurring metabolite, its exogenous application--or the use of structurally similar analogs--may offer a cost-effective, environmentally friendly, and non-genetic strategy to enhance disease resistance in crops.

plant biology↗

bioRxiv2025

Temporal dynamics of proteome and phosphorproteome during neuronal differentiation in the reference KOLF2.1J iPSC line

Induced pluripotent stem cell (iPSC)-derived neurons have emerged as a powerful model to investigate both neuronal development and neurodegenerative diseases. Although transcriptomics and imaging have been applied to characterize neuronal development signatures, comprehensive datasets of protein and post-translational modifications (PTMs) are not readily available. Here, we applied quantitative proteomics and phosphoproteomics to profile the differentiation of the KOLF2.1J iPSC line, the first reference line of the iPSC Neurodegenerative Disease Initiative (iNDI) project. We developed an automated workflow enabling high-coverage enrichment of proteins and phosphoproteins. Our results revealed molecular signatures across proteomic and phosphoproteomic landscapes during differentiation of iPSC-derived neurons. Proteomic data highlighted distinct changes in mitochondrial pathways throughout the course of differentiation, while phosphoproteomics revealed specific regulatory dynamics in GTPase signaling pathways and microtubule proteins. Additionally, phosphosite dynamics exhibited discordant trends compared to protein expression, particularly in processes related to axon functions and RNA transport. Furthermore, we mapped the kinase dynamic changes that are critical for neuronal development and maturation. We developed an interactive Web app (https://niacard.shinyapps.io/Phosphoproteome/) to visualize temporal landscape dynamics of protein and phosphosite expression. By establishing baselines of proteomic and phosphoproteomic profiles for neuronal differentiation, this dataset offers a valuable resource for future research into neuronal development and neurodegenerative diseases using this reference iPSC line. HighlightsO_LITemporal dynamics of proteome and phosphoproteome profiles in KOLF2.1J iPSC derived neurons. C_LIO_LIPhosphoproteomics highlights GTPase signaling and microtubule regulation in neuronal differentiation. C_LIO_LIKinome mapping reveals a shift in kinase activity patterns from early to late differentiation. C_LIO_LIShinyapp for visualizing the trajectory of protein and phosphosite expression during neuronal differentiation. C_LI

neuroscience↗

bioRxiv2024

Establishing Primary and Stable Cell Lines from Frozen Wing Biopsies for Cellular, Physiological, and Genetic Studies in Bats

Bats stand out among mammalian species for their exceptional traits, including the capacity to navigate through flight and echolocation, conserve energy through torpor/hibernation, harbor a multitude of viruses, exhibit resistance to disease, survive harsh environmental conditions, and demonstrate exceptional longevity compared to other mammals of similar size. In vivo studies of bats can be challenging for several reasons such as ability to locate and capture them in their natural environments, limited accessibility, low sample size, environmental variation, long lifespans, slow reproductive rates, zoonotic disease risks, species protection, and ethical concerns. Thus, establishing alternative laboratory models is crucial for investigating the diverse physiological adaptations observed in bats. Obtaining quality cells from tissues is a critical first step for successful primary cell derivation. However, it is often impractical to collect fresh tissue and process the samples immediately for cell culture due to the resources required for isolating and expanding cells. As a result, frozen tissue is typically the starting resource for bat primary cell derivation. Yet, cells in frozen tissue are usually damaged and represent low integrity and viability. As a result, isolating primary cells from frozen tissues poses a significant challenge. Herein, we present a successfully developed protocol for isolating primary dermal fibroblasts from frozen bat wing biopsies. This protocol marks a significant milestone, as this the first protocol specially focused on fibroblasts isolation from bat frozen tissue. We also describe methods for primary cell characterization, genetic manipulation of primary cells through lentivirus transduction, and the development of stable cell lines. Basic Protocol 1: Bat wing biopsy collection and preservation Support Protocol 1: Blood collection from bat-venipuncture Basic Protocol 2: Isolation of primary fibroblasts from adult bat frozen wing biopsy Support Protocol 2: Maintenance of primary fibroblasts Support Protocol 3: Cell banking and thawing of primary fibroblasts Support Protocol 4: Growth curve and doubling time Support Protocol 5: Lentiviral transduction of bat primary fibroblasts Basic Protocol 3: Bat stable fibroblasts cell lines development Support Protocol 6: Bat fibroblasts validation by immunofluorescence staining Support Protocol 7: Chromosome counting

cell biology↗

bioRxiv2023

Sugar assimilation underlying dietary evolution of Neotropical bats

Specializations in animal diets drive selective demands on morphology, anatomy, and physiology. Studying adaptations linked to diet evolution benefits from examining Neotropical bats, a remarkable group with high taxonomic and trophic diversity. In this study, we performed glucose tolerance tests on wild-caught bats, which revealed distinct responses to three sugars present in different foods: trehalose (insects), sucrose, and glucose (fruits and nectar). Insect-eating bats metabolism responded most strongly to trehalose, while bats with nectar and fruit-based diets exhibited a heightened response to glucose and sucrose, reaching blood glucose levels over 600 and 750 mg/dL. To search for signatures of positive selection in sugar assimilation genes we performed genome analysis of 22 focal bat species and 2 outgroup species. We identified selection in the ancestral vespertilionid branch (insect-eaters) for the digestive enzyme trehalase, while sucrase-isomaltase exhibited selection in branches leading to omnivorous and nectar diets. Unexpectedly, the insect-eating lineage Myotis exhibited sucrase-isomaltase selection, potentially explaining their heightened sucrose assimilation. Furthermore, the genes encoding for glucose transporters, Slc2a3 and Slc2a2, showed selection in nectar and blood feeding bats, with analyses of predicted protein structures supporting modified activity. By examining cellular features of the small intestine, we discovered that dietary sugar proportion strongly impacted numerous digestive traits, providing valuable insight into the physiological implications of the identified molecular adaptations. To elucidate this further, we used HCR RNA-FISH to perform single molecule ex vivo gene expression analysis of enterocyte response to a glucose meal in three focal species. We observed unusually high activity in the glucose transporter Slc2a2 during the fasted state of nectar bats that did not change upon feeding. Comparatively, nectar bats exhibited an enhanced capacity for intestinal absorption of dietary sugar primarily through Slc2a2, while fruit bats relied on increasing levels of Slc5a1. Overall, this study highlights the intricate interplay between molecular, morphological, and physiological aspects of diet evolution and provides new insights into our understanding of dietary diversification and sugar assimilation mechanisms in mammals. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=112 SRC="FIGDIR/small/547432v2_ufig1.gif" ALT="Figure 1"> View larger version (39K): org.highwire.dtl.DTLVardef@744e5dorg.highwire.dtl.DTLVardef@1c4e6fcorg.highwire.dtl.DTLVardef@18baaforg.highwire.dtl.DTLVardef@18853ee_HPS_FORMAT_FIGEXP M_FIG C_FIG HighlightsO_LISugar assimilation differences emphasize metabolic adaptations to diet C_LIO_LIGlucose tolerance tests provide a quick and practical assessment of dietary ecology C_LIO_LIBat genomes exhibit positive selection on digestive enzymes and glucose transporters C_LIO_LIStructural comparisons of proteins suggest altered activity of glucose transporters C_LIO_LIGlucose absorption differences can be explained by gut anatomy C_LIO_LIIntestinal villus diversity and novel microanatomy in bats C_LIO_LIExtreme blood glucose (above 600 and 750 mg/dL) coincides with constitutive expression of apical Slc2a2 C_LIO_LIThe regulation of apical Slc2a2 highlights differences in blood glucose levels C_LI

evolutionary biology↗

bioRxiv2022

Convergent deployment of ancestral programs during the evolution of mammalian flight membranes

Lateral flight membranes, or patagia, have evolved repeatedly in diverse mammalian lineages. While little is known about patagium development, its recurrent evolution may suggest a shared molecular basis. By combining transcriptomics, developmental experiments, and mouse transgenics, we demonstrate that lateral WNT5A expression in the marsupial sugar glider (Petaurus breviceps) promotes the differentiation of its patagium primordium. We further show that this function of WNT5A reprises ancestral roles in skin morphogenesis predating mammalian flight and has been convergently employed during patagium evolution in eutherian bats. Moreover, we find that many genes involved in limb development have been re-deployed during patagium outgrowth in both the sugar glider and bat. Taken together, our findings reveal that deeply conserved molecular toolkits underpin the evolutionary transition to flight in mammals.

developmental biology↗

bioRxiv2022

Genomic accordions may hold the key to Monkeypox Clade IIb's increased transmissibility

The currently expanding monkeypox epidemic is caused by a subclade IIb descendant of a monkeypox virus (MPXV) lineage traced back to Nigeria in 1971. In contrast to monkeypox cases caused by clade I and subclade IIa MPXV, the prognosis of current cases is generally favorable, but person-to-person transmission is much more efficient. MPXV evolution is driven by selective pressure from hosts and loss of virus-host interacting genes. However, there is no satisfactory genetic explanation using single-nucleotide polymorphisms (SNPs) for the observed increased MPXV transmissibility. We hypothesized that key genomic changes may occur in the genomes low-complexity regions (LCRs), which are highly challenging to sequence and have been dismissed as uninformative. Using a combination of highly sensitive techniques, we determined a first high-quality MPXV genome sequence of a representative of the current epidemic with LCRs resolved at unprecedented accuracy. This effort revealed significant variation in short-tandem repeats within LCRs. We demonstrate that LCR entropy in the MPXV genome is significantly higher than that of SNPs and that LCRs are not randomly distributed. In silico analyses indicate that expression, translation, stability, or function of MPXV orthologous poxvirus genes (OPGs) 153, 204, and 208 could be affected in a manner consistent with the established "genomic accordion" evolutionary strategies of orthopoxviruses. Consequently, we posit that genomic studies focusing on phenotypic MPXV clade-/subclade-/lineage-/strain differences should change their focus to the study of LCR variability instead of SNP variability.

genomics↗

bioRxiv2021

A feedback loop between heterochromatin and the nucleopore complex controls germ-cell to oocyte transition during Drosophila oogenesis

Germ cells differentiate into oocytes that become totipotent upon fertilization. How the highly specialized oocyte acquires this distinct cell fate is poorly understood. During Drosophila oogenesis, H3K9me3 histone methyltransferase SETDB1 translocates from the cytoplasm to the nucleus of germ cells concurrent with oocyte specification. Here, we discovered that nuclear SETDB1 is required to silence a cohort of differentiation-promoting genes by mediating their heterochromatinization. Intriguingly, SETDB1 is also required for the upregulation of 18 of the ~30 nucleoporins (Nups) that comprise the nucleopore complex (NPC). NPCs in turn anchor SETDB1-dependent heterochromatin at the nuclear periphery to maintain H3K9me3 and gene silencing in the egg chambers. Aberrant gene expression due to loss of SETDB1 or Nups results in loss of oocyte identity, cell death and sterility. Thus, a feedback loop between heterochromatin and NPCs promotes transcriptional reprogramming at the onset of oocyte specification that is critical to establish oocyte identity.

developmental biology↗

bioRxiv2021

BMP signaling underlies the craniofacial heterochrony in phyllostomid bats, a hyperdiverse mammal group

The potential for variation and the capacity to evolve in response to ecological opportunity are important aspects of an adaptive radiation. Identifying the origin of phenotypic variation, in which natural selection might act upon, is a major goal of evolutionary developmental biology. The New World leaf-nosed bats (phyllostomids) are a textbook example of an adaptive radiation. Their cranial morphology is diverse along relative facial length, which is related to their diets. We previously used geometric morphometrics to reveal peramorphosis, a type of heterochrony, in the cranial evolution among phyllostomid bats. We then demonstrated that the mechanism of peramorphic diversity in phyllostomid rostrum length resulted from altered cellular proliferation. Here, we investigate the progenitors of the face, the cranial neural crest, and a key signaling pathway related to their proliferation and differentiation into mature tissues: the bone morphogenetic protein (BMP). With geometric morphometrics, immunofluorescence, and confocal imaging--in three phyllostomid species and one outgroup bat species--we show the molecular patterns that underlie the adaptive and innovative traits seen in phyllostomid bats. Then, with mouse genetics, we mimic the BMP molecular pattern observed in nectar feeding bats and recapitulate the elongated morphological variation in mice. Surprisingly, we also observe an expansion in the nose-tip of mice, akin to the expanding leaf-nose tissue in phyllostomid bats. These data, combined with the mouse genetics literature on BMP signaling, suggest the BMP developmental pathway plays a central role in shaping the craniofacial variation necessary for adaptation in bats. Further, we speculate that the BMP signaling pathway could underlie other bizarre facial phenotypes in mammals that are derived from frontonasal mesenchyme, such as the proboscis. Overall, this study combines a comparative framework to developmental data, with a genetic approach, to directly investigate the role of development on complex morphology.

evolutionary biology↗

bioRxiv2020

Siderophore-mediated zinc acquisition enhances enterobacterial colonization of the inflamed gut.

Zinc is an essential cofactor for bacterial metabolism, and many Enterobacteriaceae express the zinc transporters ZnuABC and ZupT to acquire this metal in the host. Unexpectedly, the probiotic bacterium Escherichia coli Nissle 1917 exhibited appreciable growth in zinc-limited media even when these transporters were deleted. By utilizing in vitro and in vivo studies, as well as native spray metal infusion mass spectrometry and ion identity molecular networking, we discovered that Nissle utilizes yersiniabactin as a zincophore. Indeed, yersiniabactin enables Nissle to scavenge zinc in zinc-limited media, to resist calprotectin-mediated zinc sequestration, and to thrive in the inflamed gut. Moreover, we discovered that yersiniabactins affinity for iron or zinc changes in a pH-dependent manner, with higher affinity for zinc as the pH increased. Altogether, we demonstrate that siderophore metal affinity can be influenced by the local environment and reveal a mechanism of zinc acquisition available to many commensal and pathogenic Enterobacteriaceae.

microbiology↗

bioRxiv2020

RNA degradation sculpts the maternal transcriptome during Drosophila oogenesis

In sexually reproducing animals, the oocyte contributes a large supply of RNAs that are essential to launch development upon fertilization. The mechanisms that regulate the composition of the maternal RNA contribution during oogenesis are unclear. Here, we show that a subset of RNAs expressed during the early stages of oogenesis is subjected to regulated degradation during oocyte specification. Failure to remove these RNAs results in oocyte dysfunction and death. We identify the RNA-degrading Super Killer complex and No-Go Decay factor Pelota as key regulators of oogenesis via targeted clearance of RNAs expressed in germline stem cells. These regulators target RNAs enriched for cytidine sequences bound by the protein Half pint. Thus, RNA degradation helps orchestrate a germ cell-to-maternal transition by sculpting the maternal RNA contribution to the zygote.Competing Interest StatementThe authors have declared no competing interest.View Full Text

developmental biology↗