Human Gene Mapping Research Articles

Gene-deficient mouse model established by CRISPR/Cas9 system reveals 15 reproductive organ-enriched genes dispensable for male fertility.

Since the advent of gene-targeting technology in embryonic stem cells, mice have become a primary model organism for investigating human gene function due to the striking genomic similarities between the two species. With the introduction of the CRISPR/Cas9 system for genome editing in mice, the pace of loss-of-function analysis has accelerated significantly. This has led to the identification of numerous genes that play crucial roles in male reproductive processes, including meiosis, chromatin condensation, flagellum formation in the testis, sperm maturation in the epididymis, and fertilization in the oviduct. Despite the advancements, the functions of many genes, particularly those enriched in male reproductive tissues, remain largely unknown. In our study, we focused on 15 genes and generated 13 gene-deficient mice [4933411K16Rik, Adam triple (Adam20, Adam25, and Adam39), BC048671, Cfap68, Gm4846, Gm4984, Gm13570, Nt5c1b, Ppp1r42, Saxo4, Sh3d21, Spz1, and Tektl1] to elucidate their roles in male fertility. Surprisingly, all 13 gene-deficient mice exhibited normal fertility in natural breeding experiments, indicating that these genes are not essential for male fertility. These findings have important implications as they may help prevent other research laboratories from duplicating efforts to generate knockout mice for genes that do not demonstrate an apparent phenotype related to male fertility. By shedding light on the dispensability of these genes, our study contributes to a more efficient allocation of research resources in the exploration of male reproductive biology.

Determining optimal surveillance techniques for the microbial community on human skin using RNAseq data analysis

Background: The largest organ in the human body, the skin, serves as a physical barrier to the outside world. It also houses millions of bacteria, viruses, and fungi that protect us against invading pathogens or result in altered physiology and disease. These microorganisms can contribute to normal skin health or predispose individuals to pathogenic disorders. Surveillance and observation of the microbiome can give insight into identifying common taxa that compose our skin and indications of new or changing pathogens. However, to do this effciently, it is important to understand what can be detected from skin samples and the differences we may see using various collection methods. Methods: We used publicly available NCBI SRA RNAseq bioprojects that queried “skin,” processing 132 bioprojects with 8,274 samples. Using FastQC, Salmon, KRAKEN2, and MiCXR/Immunarch, we aimed to analyze the quality, human gene transcripts, infections, and B/T- cell responses, respectively. We aimed to identify what skin sampling method provides the best data on the skin microbiome, human gene mapping, and B/T-cell immune repertoire. This project is based on observational methods, not a specific hypothesis. Results: From the KRAKEN2 data, there were 14,383 viruses and 14,691 bacteria assessed through all “skin” BioProjects. From the extensive data pool, we identified unique BioProject signatures for protest (Leishmania), bacteria (Mycoplasma), and viruses (HSV1 dose dependencies, HPV in human warts, Chinese transmitted tick viruses, Human T-cell lymphotropic virus, and the first-ever human case of equine infectious anemia virus). The use of read mapping and coverage is critical to confirming the presence of foreign species, noted through the observation of T4 DNA ligase RNA presence prior to 2018 RNA sequencing. Once pathogens were detected, cellular response mapping was developed, yielding insights into the pathophysiology of multiple viral infections of the skin and sex differences. Conclusion: Detecting a wide variety of microorganisms on the skin can give insight into dermatological pathologies and skin physiology. Using the publicly available skin datasets, we see many unique stories of microorganisms in the skin. This big data mapping strategy highlights the importance of broad observational mapping, possible with cutting-edge sequencing tools. This work was supported by the MI-SAPPHIRE program of MDHHS and the CDC. This is the full abstract presented at the American Physiology Summit 2024 meeting and is only available in HTML format. There are no additional versions or additional content available for this abstract. Physiology was not involved in the peer review process.

Regulation of human microglial gene expression and function via RNAase-H active antisense oligonucleotides in vivo in Alzheimer’s disease

BackgroundMicroglia play important roles in maintaining brain homeostasis and neurodegeneration. The discovery of genetic variants in genes predominately or exclusively expressed in myeloid cells, such as Apolipoprotein E (APOE) and triggering receptor expressed on myeloid cells 2 (TREM2), as the strongest risk factors for Alzheimer’s disease (AD) highlights the importance of microglial biology in the brain. The sequence, structure and function of several microglial proteins are poorly conserved across species, which has hampered the development of strategies aiming to modulate the expression of specific microglial genes. One way to target APOE and TREM2 is to modulate their expression using antisense oligonucleotides (ASOs).MethodsIn this study, we identified, produced, and tested novel, selective and potent ASOs for human APOE and TREM2. We used a combination of in vitro iPSC-microglia models, as well as microglial xenotransplanted mice to provide proof of activity in human microglial in vivo.ResultsWe proved their efficacy in human iPSC microglia in vitro, as well as their pharmacological activity in vivo in a xenografted microglia model. We demonstrate ASOs targeting human microglia can modify their transcriptional profile and their response to amyloid-β plaques in vivo in a model of AD.ConclusionsThis study is the first proof-of-concept that human microglial can be modulated using ASOs in a dose-dependent manner to manipulate microglia phenotypes and response to neurodegeneration in vivo.

Miscarriage risk assessment: a bioinformatic approach to identifying candidate lethal genes and variants

PurposeMiscarriage, often resulting from a variety of genetic factors, is a common pregnancy outcome. Preconception genetic carrier screening (PGCS) identifies at-risk partners for newborn genetic disorders; however, PGCS panels currently lack miscarriage-related genes. In this study, we evaluated the potential impact of both known and candidate genes on prenatal lethality and the effectiveness of PGCS in diverse populations.MethodsWe analyzed 125,748 human exome sequences and mouse and human gene function databases. Our goals were to identify genes crucial for human fetal survival (lethal genes), to find variants not present in a homozygous state in healthy humans, and to estimate carrier rates of known and candidate lethal genes in various populations and ethnic groups.ResultsThis study identified 138 genes in which heterozygous lethal variants are present in the general population with a frequency of 0.5% or greater. Screening for these 138 genes could identify 4.6% (in the Finnish population) to 39.8% (in the East Asian population) of couples at risk of miscarriage. This explains the cause of pregnancy loss in approximately 1.1–10% of cases affected by biallelic lethal variants.ConclusionThis study has identified a set of genes and variants potentially associated with lethality across different ethnic backgrounds. The variation of these genes across ethnic groups underscores the need for a comprehensive, pan-ethnic PGCS panel that includes genes related to miscarriage.

Hyponatremia: A Rare Complication of Gitelmans's Syndrome - Literature Review and Clinical Case

Abstract Gitelman's syndrome (GS) is a variant of classical Bartter's syndrome (BS) in adults characterized by hypokalemic metabolic alkalosis, hypocalciuria (daily excretion <2.0 mg/kg body weight), hypomagnesaemia (<1.5 mg/dl), together with a normal to low blood pressure. In 1996, Simon et al. reported complete linkage between the syndrome and the thiazide-sensitive sodium chloride coporter (TSC) on chromosome 16q13 (Human Gene Mapping Workshop-approved symbol: SLCA3). Other metabolic features of GS include normonatremia, hyperuricemia, normocalcemia, increased plasma renin and aldosterone/potassium ratio, and inappropriately high renal potassium, magnesium, and chloride excretion. In this paper, we describe two affected patients who developed severe hyponatremia and hypouricemia. To the best of our knowledge, this complication has not been described previously.

Fourth Chromosome Resource Project: a comprehensive resource for genetic analysis in Drosophila that includes humanized stocks.

The fourth chromosome is the final frontier for genetic analysis in Drosophila. Small, heterochromatic, and devoid of recombination the fourth has long been ignored. Nevertheless, its long arm contains 79 protein-coding genes. The Fourth Chromosome Resource Project (FCRP) has a goal of facilitating the investigation of genes on this neglected chromosome. The project has 446 stocks publicly available at the Bloomington and Kyoto stock centers with phenotypic data curated by the FlyBase and FlyPush resources. Four of the five stock sets are nearly complete: (1) UAS.fly cDNAs, (2) UAS.human homolog cDNAs, (3) gene trap mutants and protein traps, and (4) stocks promoting meiotic and mitotic recombination on the fourth. Ongoing is mutagenesis of each fourth gene on a new FRT-bearing chromosome for marked single-cell clones. Beyond flies, FCRP facilitates the creation and analysis of humanized fly stocks. These provide opportunities to apply Drosophila genetics to the analysis of human gene interaction and function. In addition, the FCRP provides investigators with confidence through stock validation and an incentive via phenotyping to tackle genes on the fourth that have never been studied. Taken together, FCRP stocks will facilitate all manner of genetic and molecular studies. The resource is readily available to researchers to enhance our understanding of metazoan biology, including conserved molecular mechanisms underlying health and disease.

Better together: Non-additive interactions between schizophrenia risk genes

Zhang, Zhang, Forrest etal combine allele-specific open chromatin (ASoC) mapping and CRISPR-editing to evaluate the functional impact of schizophrenia risk variants on human neuronal gene expression, synaptic development, and function. In doing so, they uncover surprising non-additive effects between target genes regulated by the same risk variant.

A multi-threaded approach to genotype pattern mining for detecting digenic disease genes.

To locate disease-causing DNA variants on the human gene map, the customary approach has been to carry out a genome-wide association study for one variant after another by testing for genotype frequency differences between individuals affected and unaffected with disease. So-called digenic traits are due to the combined effects of two variants, often on different chromosomes, while individual variants may have little or no effect on disease. Machine learning approaches have been developed to find variant pairs underlying digenic traits. However, many of these methods have large memory requirements so that only small datasets can be analyzed. The increasing availability of desktop computers with large numbers of processors and suitable programming to distribute the workload evenly over all processors in a machine make a new and relatively straightforward approach possible, that is, to evaluate all existing variant and genotype pairs for disease association. We present a prototype of such a method with two components, Vpairs and Gpairs, and demonstrate its advantages over existing implementations of such well-known algorithms as Apriori and FP-growth. We apply these methods to published case-control datasets on age-related macular degeneration and Parkinson disease and construct an ROC curve for a large set of genotype patterns.

Abstract 1212: Horizontal transfer of functional human papillomavirus genes in head and neck squamous cell carcinoma

Abstract Human papillomavirus (HPV) infections are currently associated with more than 70% of oropharyngeal squamous cell carcinomas (OPSCCs). HPV-positive OPSCCs display a distinct biologic behavior and treatment response and thus are now considered a distinct entity than HPV-negative OPSCCs. However, the underlying process of HPV-related OPSCC carcinogenesis is not entirely clear. HPV as a driver of cervical carcinogenesis is well-characterized with identification of a canonical mechanism dependent on HPV DNA integration, loss of HPV E2 gene expression, and increased expression of HPV E6 and E7 oncogenes with no active infection present in malignant lesions. However, whole genome sequencing found no HPV DNA integration in ~25% of HPV-associated OPSCC, suggesting an alternative mechanism of HPV carcinogenesis. Expression of all HPV genes, including self-assembling capsid proteins, in a substantial portion of HPV+ OPSCC, led us to hypothesize that tumors with episomal HPV are capable of transferring HPV genes to surrounding cells and that HPV gene transfer contributes to carcinogenesis in this subset of OPSCC. Our data support this hypothesis, showing that growth media from HPV+ OPSCC cell lines, as well as isolates from HPV+ tumors or nodal metastases, effectively transferred functional HPV genes to cells lacking HPV. The HPV DNA Transferring Agent (HDTA) derived from HPV+ OPSCC contained HPV L1 capsid protein and intact HPV genome protected from DNAase degradation. Initial characterization revealed that anti-L1 antibody blocked gene transfer and that exposure of cells to the HDTA initiated a robust innate immune response in recipient cells. Negative staining of HDTA isolate from metastatic lymph nodes revealed many pleomorphic, electron-dense particles with diameter ranging between 20 and 80nM, with approximately 40% of particles being between 50 and 60nM, consistent with the size of HPV. We propose that development and/or maintenance of OPSCCs depend on continuous production of HDTA capable of transferring HPV genes into neighboring cells. This paradigm of tumorigenesis/maintenance in OPSCC is most likely to apply to cancers lacking HPV integration, but may also apply to tumors with integration, since recent data suggested that integrated HPV may excise from the genome to recreate a transient episomal like structure, even containing cellular DNA. Our findings offer novel insights into oropharyngeal carcinogenesis and suggest targeting HDTA as a new therapeutic strategy for HPV-positive OPSCCs. Citation Format: Jason Tasoulas, Wendell Gray Yarbrough, Natalia Issaeva. Horizontal transfer of functional human papillomavirus genes in head and neck squamous cell carcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 1212.

Mechanistic studies in Drosophila and chicken give new insights into functions of DVL1 in dominant Robinow syndrome.

The study of rare genetic diseases provides valuable insights into human gene function. The autosomal dominant or autosomal recessive forms of Robinow syndrome are genetically heterogeneous, and the common theme is that all the mutations lie in genes in Wnt signaling pathways. Cases diagnosed with Robinow syndrome do survive to adulthood with distinct skeletal phenotypes, including limb shortening and craniofacial abnormalities. Here, we focus on mutations in dishevelled 1 (DVL1), an intracellular adaptor protein that is required for both canonical (β-catenin-dependent) or non-canonical (requiring small GTPases and JNK) Wnt signaling. We expressed human wild-type DVL1 or DVL1 variants alongside the endogenous genome of chicken and Drosophila. This design is strategically suited to test for functional differences between mutant and wild-type human proteins in relevant developmental contexts. The expression of variant forms of DVL1 produced a major disorganization of cartilage and Drosophila wing morphology compared to expression of wild-type DVL1. Moreover, the variants caused a loss of canonical and gain of non-canonical Wnt signaling in several assays. Our data point to future therapies that might correct the levels of Wnt signaling, thus improving skeletal growth.

The Multiple Mitotic Roles of the ASPM Orthologous Proteins: Insight into the Etiology of ASPM-Dependent Microcephaly.

The Drosophila abnormal spindle (asp) gene was discovered about 40 years ago and shown to be required for both mitotic and meiotic cell division. Subsequent studies showed that asp is highly conserved and that mutations in its human ortholog ASPM (Abnormal Spindle-like Microcephaly-associated; or MCPH5) are the most common cause of autosomal recessive primary microcephaly. This finding greatly stimulated research on ASPM and its fly and mouse (Aspm) orthologs. The three Asp orthologous proteins bind the microtubules (MTs) minus ends during cell division and also function in interphase nuclei. Investigations on different cell types showed that Asp/Aspm/ASPM depletion disrupts one or more of the following mitotic processes: aster formation, spindle pole focusing, centrosome-spindle coupling, spindle orientation, metaphase-to-anaphase progression, chromosome segregation, and cytokinesis. In addition, ASPM physically interacts with components of the DNA repair and replication machineries and is required for the maintenance of chromosomal DNA stability. We propose the working hypothesis that the asp/Aspm/ASPM genes play the same conserved functions in Drosophila, mouse, and human cells. Human microcephaly is a genetically heterogeneous disorder caused by mutations in 30 different genes that play a variety of functions required for cell division and chromosomal DNA integrity. Our hypothesis postulates that ASPM recapitulates the functions of most human microcephaly genes and provides a justification for why ASPM is the most frequently mutated gene in autosomal recessive primary microcephaly.

Benefits and limitations of humanized mouse models for human red blood cell-related disease research

Humanized mouse models with functional human genes, cells, and tissues are typically used for in vivo studies of diseases. Decades of studies on humanized mouse models have improved our understanding of hematopoiesis, infectious diseases, cancer biology, innate and adaptive immunity, and regenerative medicine. This review discusses the establishment and development of humanized mouse models and how they are used to model red blood cell-related diseases facilitating research in several biomedical disciplines. Furthermore, we provide approaches to overcome the limitations of these models.

Variant-to-gene mapping followed by cross-species genetic screening identifies GPI-anchor biosynthesis as a regulator of sleep.

Genome-wide association studies (GWAS) in humans have identified loci robustly associated with several heritable diseases or traits, yet little is known about the functional roles of the underlying causal variants in regulating sleep duration or quality. We applied an ATAC-seq/promoter focused Capture C strategy in human iPSC-derived neural progenitors to carry out a "variant-to-gene" mapping campaign that identified 88 candidate sleep effector genes connected to relevant GWAS signals. To functionally validate the role of the implicated effector genes in sleep regulation, we performed a neuron-specific RNA interference screen in the fruit fly, Drosophila melanogaster, followed by validation in zebrafish. This approach identified a number of genes that regulate sleep including a critical role for glycosylphosphatidylinositol (GPI)-anchor biosynthesis. These results provide the first physical variant-to-gene mapping of human sleep genes followed by a model organism-based prioritization, revealing a conserved role for GPI-anchor biosynthesis in sleep regulation.

Evidence for a Conserved Function of Eukaryotic Pantothenate Kinases in the Regulation of Mitochondrial Homeostasis and Oxidative Stress.

Human PANK1, PANK2, and PANK3 genes encode several pantothenate kinase isoforms that catalyze the phosphorylation of vitamin B5 (pantothenic acid) to phosphopantothenate, a critical step in the biosynthesis of the major cellular cofactor, Coenzyme A (CoA). Mutations in the PANK2 gene, which encodes the mitochondrial pantothenate kinase (PanK) isoform, have been linked to pantothenate-kinase associated neurodegeneration (PKAN), a debilitating and often fatal progressive neurodegeneration of children and young adults. While the biochemical properties of these enzymes have been well-characterized in vitro, their expression in a model organism such as yeast in order to probe their function under cellular conditions have never been achieved. Here we used three yeast mutants carrying missense mutations in the yeast PanK gene, CAB1, which are associated with defective growth at high temperature and iron, mitochondrial dysfunction, increased iron content, and oxidative stress, to assess the cellular function of human PANK genes and functional conservation of the CoA-controlled processes between humans and yeast. Overexpression of human PANK1 and PANK3 in these mutants restored normal cellular activity whereas complementation with PANK2 was partial and could only be achieved with an isoform, PanK2mtmΔ, lacking the mitochondrial transit peptide. These data, which demonstrate functional conservation of PanK activity between humans and yeast, set the stage for the use of yeast as a model system to investigate the impact of PKAN-associated mutations on the metabolic pathways altered in this disease.

Structure-guided isoform identification for the human transcriptome.

Recently developed methods to predict three-dimensional protein structure with high accuracy have opened new avenues for genome and proteome research. We explore a new hypothesis in genome annotation, namely whether computationally predicted structures can help to identify which of multiple possible gene isoforms represents a functional protein product. Guided by protein structure predictions, we evaluated over 230,000 isoforms of human protein-coding genes assembled from over 10,000 RNA sequencing experiments across many human tissues. From this set of assembled transcripts, we identified hundreds of isoforms with more confidently predicted structure and potentially superior function in comparison to canonical isoforms in the latest human gene database. We illustrate our new method with examples where structure provides a guide to function in combination with expression and evolutionary evidence. Additionally, we provide the complete set of structures as a resource to better understand the function of human genes and their isoforms. These results demonstrate the promise of protein structure prediction as a genome annotation tool, allowing us to refine even the most highly curated catalog of human proteins. More generally we demonstrate a practical, structure-guided approach that can be used to enhance the annotation of any genome.

Z-DNA-Containing Long Terminal Repeats of Human Endogenous Retrovirus Families Provide Alternative Promoters for Human Functional Genes.

Transposable elements (TEs) account for approximately 45% of the human genome. TEs have proliferated randomly and integrated into functional genes during hominoid radiation. They appear as right-handed B-DNA double helices and slightly elongated left-handed Z-DNAs. Human endogenous retrovirus (HERV) families are widely distributed in human chromosomes at a ratio of 8%. They contain a 5′-long terminal repeat (LTR)-gag-pol-env-3′-LTR structure. LTRs contain the U3 enhancer and promoter region, transcribed R region, and U5 region. LTRs can influence host gene expression by acting as regulatory elements. In this review, we describe the alternative promoters derived from LTR elements that overlap Z-DNA by comparing Z-hunt and DeepZ data for human functional genes. We also present evidence showing the regulatory activity of LTR elements containing Z-DNA in GSDML. Taken together, the regulatory activity of LTR elements with Z-DNA allows us to understand gene function in relation to various human diseases.

Genetic Background Matters: Population-Based Studies in Model Organisms for Translational Research.

We are all similar but a bit different. These differences are partially due to variations in our genomes and are related to the heterogeneity of symptoms and responses to treatments that patients exhibit. Most animal studies are performed in one single strain with one manipulation. However, due to the lack of variability, therapies are not always reproducible when treatments are translated to humans. Panels of already sequenced organisms are valuable tools for mimicking human phenotypic heterogeneities and gene mapping. This review summarizes the current knowledge of mouse, fly, and yeast panels with insightful applications for translational research.

High-Risk Polymorphisms Associated with the Molecular Function of Human HMGCR Gene Infer the Inhibition of Cholesterol Biosynthesis.

HMG-CoA reductase or HMGCR (3-hydroxy-3-methylglutaryl-CoA reductase) is a rate-limiting enzyme involved in cholesterol biosynthesis. HMGCR plays an important role in the possible occurrence of hypercholesterolemia leading to atherosclerosis and coronary heart disease. This enzyme is a major target for cholesterol-lowering drugs such as “statin” which blocks the synthesis of mevalonate, a precursor for cholesterol biosynthesis. This study is aimed at characterizing deleterious mutations and classifying functional single nucleotide polymorphisms (SNPs) of the HMGCR gene through analysis of functional and structural evaluation, domain association, solvent accessibility, and energy minimization studies. The functional and characterization tools such as SIFT, PolyPhen, SNPs and GO, Panther, I-Mutant, and Pfam along with programming were employed to explore all the available SNPs in the HMGCR gene in the database. Among 6815 SNP entries from different databases, approximately 388 SNPs were found to be missense. Analysis showed that seven missense SNPs are more likely to have deleterious effects. A tertiary model of the mutant protein was constructed to determine the functional and structural effects of the HMGCR mutation. In addition, the location of the mutations suggests that they may have deleterious effects because most of the mutations are residing in the functional domain of the protein. The findings from the analysis predicted that rs147043821 and rs193026499 missense SNPs could cause significant structural and functional instability in the mutated proteins of the HMGCR gene. The findings of the current study will likely be useful in future efforts to uncover the mechanism and cause of hypercholesterolemia. In addition, the identified SNPs of HMGCR gene could set up a strong foundation for further therapeutic discovery.

Humanized yeast to model human biology, disease and evolution.

ABSTRACTFor decades, budding yeast, a single-cellular eukaryote, has provided remarkable insights into human biology. Yeast and humans share several thousand genes despite morphological and cellular differences and over a billion years of separate evolution. These genes encode critical cellular processes, the failure of which in humans results in disease. Although recent developments in genome engineering of mammalian cells permit genetic assays in human cell lines, there is still a need to develop biological reagents to study human disease variants in a high-throughput manner. Many protein-coding human genes can successfully substitute for their yeast equivalents and sustain yeast growth, thus opening up doors for developing direct assays of human gene function in a tractable system referred to as ‘humanized yeast’. Humanized yeast permits the discovery of new human biology by measuring human protein activity in a simplified organismal context. This Review summarizes recent developments showing how humanized yeast can directly assay human gene function and explore variant effects at scale. Thus, by extending the ‘awesome power of yeast genetics’ to study human biology, humanizing yeast reinforces the high relevance of evolutionarily distant model organisms to explore human gene evolution, function and disease.

Functional indications for transposase domestications – Characterization of the human piggyBac transposase derived (PGBD) activities

Transposable elements are widespread in all living organisms. In addition to self-reproduction, they are a major source of genetic variation that drives genome evolution but our knowledge of the functions of human genes derived from transposases is limited. There are examples of transposon-derived, domesticated human genes that lost (SETMAR) or retained (THAP9) their transposase activity, however, several remnants in the human genome have not been thoroughly investigated yet. These include the five human piggyBac-derived sequences (PGBD1-5) which share ancestry with the Trichoplusia ni originated piggyBac (PB) transposase. Since PB is widely used in gene delivery applications, the potential activities of endogenous PGBDs are important to address. However, previous data is controversial, especially with the claimed transposition activity of PGBD5, it awaits further investigations. Here, we aimed to systematically analyze all five human PGBD proteins from several aspects, including phylogenetic conservation, potential transposase activity, expression pattern and their regulation in different stress conditions. Among PGBDs, PGBD5 is under the highest purifying selection, and exhibits the most cell type specific expression pattern. In a two-component vector system, none of the human PGBDs could mobilize either the insect PB transposon or the endogenous human PB-like MER75 and MER85 elements with intact terminal sequences. When cells were exposed to various stress conditions, including hypoxia, oxidative or UV stress, the expression profiles of all PGBDs showed different, often cell type specific responses; however, the pattern of PGBD5 in most cases had the opposite tendency than that of the other piggyBac-derived elements. Taken together, our results indicate that human PGBD elements did not retain their mobilizing activity, but their cell type specific, and cellular stress related expression profiles point toward distinct domesticated functions that require further characterization.