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PubMed1997

Two variants of quantitative reverse transcriptase PCR used to show differential expression of alpha-, beta- and gamma-fibrinogen genes in rat liver lobes.

Quantitative reverse transcriptase PCR (RT-PCR) is a sensitive method for the measurement of mRNA copy number. However, the methodology has gained a reputation for poor reproducibility, leading to concern over the validity of much of the data generated using this technique. We have developed two variants of quantitative competitive RT-PCR using a synthesized RNA as an internal standard to measure precisely the relative levels of alpha-, beta- and gamma-fibrinogen mRNAs in the four lobes of the rat liver. In the first of these variants we altered only the amount of total RNA in the RT-PCR reaction, keeping the amount of internal standard RNA and the number of PCR cycles constant. In the second variant only the number of PCR cycles was altered, and the amounts of total RNA and standard RNA were kept constant. Both variants of RT-PCR allowed calculation of the number of mRNA copies, which did not differ significantly between the two techniques. Of the two variants, the second gave better reproducibility, and the intra-assay coefficient of variation for this technique was 14% (n = 20). Using these two variants we have shown that there are different numbers of fibrinogen mRNAs in the four liver lobes for each of the three genes (alpha-fibrinogen F = 14.64, P = 0.0003; beta-fibrinogen F = 3.74, P = 0.04; gamma-fibrinogen F = 3.75, P = 0.04). In conclusion, by using two variants of quantitative competitive RT-PCR we have shown that this technique can be used to give reproducible results, and the low intra-assay coefficient of variation suggests that quantitative RT-PCR should be the technique of choice for accurate measurement of mRNA copy number.

Animals↗

PubMed1985

Unequal sister chromatid exchange. A mechanism affecting Ig gene arrangement and expression.

Two gamma 2a gene forms in the MPC11 mouse myeloma cell line (gamma 2b, K) have been localized to the expressed H chain chromosome, where they exist in tandem downstream of the expressed gamma 2b gene. The gamma 2a gene duplication has apparently occurred by spontaneous, unequal sister chromatid exchange (SCE) in a B lymphoid precursor of MPC11 or in MPC11 itself. It is especially significant that either of the tandem gamma 2a gene forms may be used in the class switch from gamma 2b to gamma 2a production occurring in the MPC11 line, indicating that heavy chain constant region (CH) gene duplication (or deletion) may be a mechanism normally impinging on CH gene expression. The gamma 2a genes of MPC11 undergo further copy number variation via unequal SCE in variants of this line derived by mutagenesis and selection for altered H chain production. The remarkable frequency with which copy number variation occurs in these cells suggests that unequal SCE may play a physiological role in CH gene arrangement and expression.

Animals↗

PubMed2026

Mitochondrial DNA in lung cancer: From biology to clinical implications.

Mitochondrial DNA (mtDNA) is emerging as a relevant component of the molecular landscape in non-small cell lung cancer (NSCLC). Due to its inherent vulnerability to environmental carcinogens, the mitochondrial genome accumulates alterations-such as D-loop and Electron Transport Chain variants- increasingly identified as potential mediators of tumor development and metabolic shifts. Recent findings highlight potential clinical applications of mtDNA. In diagnostics, emerging models based on cf-mtDNA fragmentomics and tRNA-derived fragments have shown promising capabilities for early-stage diagnosis. Prognostically, somatic variants in Complex I and specific mitochondrial lncRNA signatures have been evaluated as independent indicators of overall survival and metastatic risk. Furthermore, mitochondrial mass may potentially support chemotherapy election. Additionally, horizontal transfer of mitochondria to tumor-infiltrating lymphocytes offers a novel framework for understanding resistance to immunotherapy. While these preliminary results provide a promising roadmap for molecular stratification, their integration into routine practice remains a goal that requires further prospective validation in larger, multi-ethnic cohorts to ensure reproducibility and to distinguish functional drivers from passenger variants. Collectively, these emerging findings suggest that mtDNA analysis represents a valuable complementary approach to precision oncology in lung cancer.

Humans↗

PubMed2003

Quantitative detection of low-copy-number mRNAs differing at single nucleotide positions.

Accurate analysis of mRNA expression levels of SNPs, highly homologous genes, and splicing variants requires techniques capable of quantifying low-copy-number mRNAs differing at single nucleotide positions. We have used an RT-PCR-based technique based on co-amplification of closely related target mRNA transcripts and assessed the effect of the stochastic distribution of low-copy-number templates on sampling variation when quantifying rare mRNA transcripts. The technique was optimized for maximal sensitivity to enable the analysis of samples containing a subpopulation of target cells and small microdissected samples. We demonstrate that the input level of template molecules is a critical determinant of the achievable assay precision. A minimum of approximately 50 molecules of template is required to discriminate between 2-fold differences in the expression levels of two transcripts. At levels above 1000 molecules of input template, the stochastic effects on sampling variation become negligible.

Antigens, Neoplasm↗

PubMed2001

Dynamics of R1 and R2 elements in the rDNA locus of Drosophila simulans.

The mobile elements R1 and R2 insert specifically into the rRNA gene locus (rDNA locus) of arthropods, a locus known to undergo concerted evolution, the recombinational processes that preserve the sequence homogeneity of all repeats. To monitor how rapidly individual R1 and R2 insertions are turned over in the rDNA locus by these processes, we have taken advantage of the many 5' truncation variants that are generated during the target-primed reverse transcription mechanism used by these non-LTR retrotransposons for their integration. A simple PCR assay was designed to reveal the pattern of the 5' variants present in the rDNA loci of individual X chromosomes in a population of Drosophila simulans. Each rDNA locus in this population was found to have a large, unique collection of 5' variants. Each variant was present at low copy number, usually one copy per chromosome, and was seldom distributed to other chromosomes in the population. The failure of these variants to spread to other units in the same rDNA locus suggests a strong recombinational bias against R1 and R2 that results in the individual copies of these elements being rapidly lost from the rDNA locus. This bias suggests a significantly higher frequency of R1 and R2 retrotransposition than we have previously suggested.

Animals↗

PubMed2026

Detecting and reconstructing breakage-fusion-bridge cycles from long-read sequencing using BFBArchitect.

MOTIVATION: Focal oncogene amplification is a key driver of tumor progression. Remarkably, the increased pathology depends on the context-whether the amplification is extrachromosomal (ecDNA) or intrachromosomal. EcDNA amplifications promote heterogeneity, therapy resistance, and poor prognosis. Focal intrachromosomal amplifications often arise through breakage-fusion-bridge (BFB) cycles, which produce highly rearranged but stable chromosomes. Distinguishing BFB from ecDNA remains challenging due to overlapping genomic signatures. To address this, we present BFBArchitect, a computational method leveraging long-read Oxford Nanopore data to identify BFB sequences consistent with both copy number and structural variations. RESULTS: We provide a novel combinatorial characterization of BFB, which naturally leads to an integer linear programming (ILP) optimization. The ILP optimization generates a BFB sequence that best explains experimentally observed copy numbers and foldback structural variants. We implement this idea in a tool called BFBArchitect, which achieves near-perfect accuracy in distinguishing BFB from non-BFB structures in extensive simulations as well as on 18 validated tumor samples. Moreover, it generates sequence-level BFB reconstructions that provide mechanistic insights into BFB formation, including repair mechanisms with template switching and other structural variants, and recapture of telomere for stabilization. AVAILABILITY AND IMPLEMENTATION: BFBArchitect is available at https://github.com/AmpliconSuite/BFBArchitect.

Sequence Analysis, DNA↗

PubMed1998

B-Cell lymphoma induction by akv murine leukemia viruses harboring one or both copies of the tandem repeat in the U3 enhancer.

Akv is an endogenous, ecotropic murine leukemia virus (MuLV) of the AKR strain. It has served as a prototype nonpathogenic or weakly pathogenic reference virus for studies of closely related potent lymphomagenic viruses such as the T-lymphomagenic SL3-3. We here report that Akv and an Akv mutant (Akv1-99) with only one copy of the 99-bp transcriptional enhancer induce malignant lymphomas with nearly 100% incidence and mean latency periods of 12 months after injection into newborn NMRI mice. Molecular analysis of tumor DNA showed that the majority of the tumors were of the B-cell type. Sequence analysis of proviral transcriptional enhancers in DNA of B-cell lymphomas revealed conservation of the enhancer sequence, as well as a lack of sequence duplications of the Akv1-99 variant, while the repeat copy number in Akv was subject to fluctuations. In support of a B-cell specificity of the Akv enhancer, a murine plasmacytoma cell line was found to sustain three- to fivefold-higher transient transcriptional activity upon the Akv and Akv1-99 enhancers than upon the enhancer of the T-lymphomagenic SL3-3 MuLV. Thus, the overall picture is that Akv MuLV possesses a B- lymphomagenic potential and that the second copy of the 99-bp sequence seems to be of minor importance for this potential. However, in one animal the lymphomas induced by Akv1-99 were of the T-cell type. Among the 24 tumors analyzed only this one harbored a clonal proviral integration in the c-myc locus. This provirus had undergone a duplication of a 113-bp sequence of the enhancer region, partly overlapping with the 99-bp repeat of Akv, as well as a few single nucleotide alterations within and outside the repeats. Taken together with previous studies, our results suggest that T- versus B-lymphomagenic specificity of the enhancer is governed by more than one nucleotide difference and that alterations in binding sites for transcription factors of the AML1 and nuclear-factor-1 families may contribute to this specificity.

3T3 Cells↗

PubMed2026

Genomic and epigenomic diversity of breast cancer across Western and MENA populations: implications for precision oncology.

Breast cancer is the most common malignancy in women worldwide and is increasingly recognized as a biologically diverse disease shaped by both molecular and ancestral context. Women from the Middle East and North Africa (MENA) populations, including Saudi Arabia, often present at a younger age and with more aggressive subtypes such as HER2-positive and triple-negative breast cancer (TNBC) compared with Western cohorts. These clinical patterns reflect a distinctive genomic background marked by high consanguinity, founder mutations in key susceptibility genes, and population-specific somatic alterations that are not fully captured in global reference datasets. This review brings together current evidence on somatic, germline, transcriptomic, and epigenomic diversity in breast cancer across Western and MENA populations, with a focus on Saudi cohorts. Drawing on a previously published systematic review of more than 2,500 MENA breast cancer cases, TP53 accounted for approximately 24% and PIK3CA for roughly 10% of curated somatic mutation records pooled across 44 studies (proportions of mutation calls, not per-patient prevalence); in a separate single-center Saudi cohort, only 3.7% of patients underwent BRCA testing, and 37.5% of this clinically selected, testing-referred subgroup carried a pathogenic variant, a figure that should not be read as general-population BRCA prevalence. Variants of uncertain significance exceeded 20% across several regional genomic studies. We summarize conserved driver events, such as recurrent TP53 and PIK3CA mutations, while highlighting regional features, including unique stop-gain and loss-of-function variants, a high copy-number burden, and early-onset disease linked to ancestral architecture. We also discuss emerging data on MENA-specific regulatory signatures, including immune-enriched and basal-myo transcriptomic clusters, CIMP-like methylation patterns, and non-coding RNA networks; these associations are numerically suggestive in available cohorts but have not reached statistical significance in existing studies and warrant validation in larger, dedicated MENA/Saudi cohorts before being considered established determinants of treatment response and resistance. Finally, we examine the clinical implications of this diversity for biomarker development, pharmacogenomics, and access to targeted therapies, and outline practical steps toward ancestry-aware precision oncology in the region.

BRCA↗

PubMed1991

[DNA diagnostics on the way to general clinical care].

Methodological improvements in molecular genetics will provide inexpensive, efficient methods suitable for routine clinical diagnosis in a wide range of conditions. Assay sensitivity is greatly enhanced by pre-amplification of the target nucleic acid segment, enabling extremely scant tissue samples to be analysed and low grade infections to be detected. Reagent kits and instruments are becoming available for detecting specific nucleic acids, distinguishing variant sequences, and establishing copy number; and RNA analysis will furnish insights into a diversity of acute reactions. However, perhaps the most important benefit of DNA diagnostics will be to open up predictives perspectives in medicine.

DNA↗

PubMed2004

[Physiopathological mechanisms in type 1 and type 2 diabetes].

Type 1 and type 2 diabetes have different clinical presentations in their common forms. The absence of biological tests for diagnosis of type 2 diabetes, for reliable evaluation of insulin secretion and, beta-cell mass or for diagnosis of insulitis and the limited sensitivity of antibody tests in type 1 diabetes explain the difficulty of classifying a large number of cases of diabetes and the identification of questionable clinical entities: LADA (Latent Autoimmune Diabetes in Adult), non-insulin dependant diabetes in coloured people. Hyperglycaemia may also be observed in genetic diseases affecting insulin secretion (MODY, mutations of mitochondrial DNA), complex genetic diseases, pancreatic, endocrine and iatrogenic affections. Type 1 diabetes is characterised by the destruction of, beta-cells while type 2 diabetes combines abnormal insulin secretion and insulin resistance. The reduction of the beta-cell mass in type 2 diabetes remains controversial. These different conditions are examples of multifactorial diseases during which several physiopathological processes are disturbed in association with the expression of multiple genes, of normal structure and function, but variants of which copy for a number of partial phenotypes the association of which causes the disease. Some hypotheses suggest that type 2 diabetes is the consequence of the selection of variants of genes involved in energetic storing and responsible for defence against infection and of the recent very rapid changes in the environment.

Diabetes Mellitus, Type 1↗

PubMed2025

De novo rare EMX2 variants lead to idiopathic hypogonadotropic hypogonadism.

PURPOSE: The genetic etiology of infertility remains unknown. To identify genes for human infertility, we applied a de novo variant analysis in 142 parent-proband trios with idiopathic hypogonadotropic hypogonadism (IHH), an infertility disorder caused by gonadotropin-releasing hormone (GnRH) deficiency. METHODS: Rare de novo copy-number and single-nucleotide variants (CNVs and SNVs) were called from exome sequencing data of the IHH trios. An association study of common EMX2 variants and disease outcomes was performed in the Massachusetts General Brigham Biobank (N = 65,253). GnRH neuronal development and migration was studied in organotypic explants with knocked down of Emx2 and in a mouse model lacking Emx2. RESULTS: We identified that the gene EMX2 harbored both rare de novo CNVs and SNVs. Rare de novo EMX2 variants led to IHH, developmental delay, and hearing loss. Common EMX2 variants were linked to infertility, Parkinson disease, and hearing loss. Knockdown of Emx2 in nasal explants resulted in attenuated GnRH cell migration and GnRH cells were confined to nasal regions of Emx2 knockout (KO) mice, consistent with IHH pathogenesis. CONCLUSION: By utilizing a de novo variant analysis and cellular assays, EMX2 was uncovered as a gene for human infertility.

Humans↗

PubMed2026

PubMind: literature-based genetic variant extraction and functional annotation using large language models.

Biomedical literature contains extensive functional knowledge on genetic variants, but much remains inaccessible in unstructured text. Existing resources such as ClinVar and HGMD remain limited by coverage, submission bias, update frequency, and sparse annotation. We develop PubMind, an artificial intelligence (AI) framework that uses large language models (LLMs) to triage and extract variant-function-disease associations and supporting evidence from biomedical text. PubMind captures single-nucleotide, copy-number, structural, and gene-fusion variants, and normalizes records to genomic and transcriptomic coordinates. Benchmarking shows >90% accuracy for variant recognition and 99% precision for disease extraction. Applied to >41 million PubMed abstracts and >5 million full-text articles, PubMind generates PubMind-DB, a database of ~1.3 million unique variants with contextual annotations, accessible via web interface and API. Only ~10% of PubMind variants overlap with ClinVar, and >80% of them show concordant pathogenicity labels. PubMind transforms unstructured biomedical text into structured genomic knowledge, advancing variant interpretation for precision medicine.

Large Language Models↗

PubMed1997

A single copy of linker H1 genes is enough for proliferation of the DT40 chicken B cell line, and linker H1 variants participate in regulation of gene expression.

BACKGROUND: There is general agreement that large numbers of histone H1 are necessary for maintenance of the higher order structure of chromatin in higher eukaryotes. The chicken H1 gene family comprises six members per haploid genome, the total copy number being 12, and they encode six H1 variants which are considerably different from each other in amino acid sequence. We recently established that in two chicken DT40 mutants (1/2delta110kb and delta57kb), which lack, respectively, one allele of the gene cluster of 110 kb carrying six H1 genes, plus 33 core histone genes, and two copies each of four of the six H1 genes included in an approximately 57 kb segment of the cluster, expression of the remaining H1 genes is increased, resulting in constant steady-state levels of total H1 mRNAs. These results gave rise to the simple questions of how many H1 genes and how many H1 variants, at minimum, are necessary for the viability of DT40 cells. RESULTS: We generated two DT40 mutants, delta10/12H1 and delta11/12H1, which are devoid, respectively, of two copies each of five H1 genes, and those plus a single copy of the last H1 gene, in addition to 17 core histone genes. Analyses involving a RNase protection assay, SDS-PAGE and acid-urea-PAGE revealed, not only that in the delta10/12H1 mutant the steady-state levels of total H1 mRNAs and the amounts of histone H1 were not changed, but also that in the delta11/12H1 mutant both were approximately one-half the normal levels, and the amounts of HMG proteins were increased about twofold. No alteration in the growth rate or global chromatin structure was observed in either mutant. On the other hand, the protein patterns on 2D-PAGE of the delta11/12H1 mutant were definitely distinct from those of the wild-type cell line. CONCLUSION: These results indicate not only that a lack of five of the six H1 variants causes changes in the protein patterns, but also that only a single copy of the H1 genes is enough for cell proliferation.

Acids↗

PubMed2006

The human Y chromosome: a masculine chromosome.

Once considered to be a genetic wasteland of no scientific interest beyond sex determination, the human Y chromosome has made a significant comeback in the past few decades and is currently implicated in multiple diseases, including spermatogenic failure - absent or very low levels of sperm production. The Y chromosome contains over one hundred testis-specific transcripts, and several deletions have been described that remove some of these transcripts, thereby causing spermatogenic failure. Screening for such deletions in infertile men is now a standard part of clinical evaluation. Many other Y-chromosome structural variants, some of which affect gene copy number, have been reported recently, and future research will be necessary to address the phenotypic effect of these structural variants.

Animals↗

PubMed2004

Effect of DNA copy number on genetic stability of phage-displayed peptides.

A small model peptide, the FLAG epitope, was cloned into two filamentous phage display vectors, f88-4 and fd88-4, creating phages f88-FLAG and fd88-FLAG, respectively. Both vectors have a gene VIII display cassette (in addition to their normal phage gene VIII) and display the cloned peptide on a few percent of the virion's 3000-4000 pVIII (major coat protein) subunits. Vector f88-4 has a replication defect and attains low DNA copy number in infected cells, while vector fd88-4 has no replication defect and attains the normal, high DNA copy number characteristic of wild-type filamentous phage. Almost no loss of displayed peptide was observed during six rounds of propagation of low copy number f88-FLAG phage. In contrast, when high copy number fd88-FLAG phage was similarly propagated, variant clones that did not display the FLAG epitope accumulated gradually. The loss of displayed peptide from the high copy number vector is undoubtedly slow enough to be overcome by even weak affinity selection, and high copy number vectors have important advantages that make their use worth considering, at least when the displayed peptides are small.

Amino Acid Sequence↗

PubMed1991

The rate of processing and degradation of antisense RNAI regulates the replication of ColE1-type plasmids in vivo.

We show that the rate of degradation of RNAI, an anti-sense repressor of the replication primer RNAII, is a key element of control in the replication of ColE1-type plasmids in vivo. Cleavage of RNAI by RNAase E, a ribosomal RNA-processing enzyme encoded or controlled by the rne (also known as ams) locus, relieves repression by endonucleolytically converting RNAI to a very rapidly decaying product, pRNAI-5. A 5' triphosphate-terminated homolog of pRNAI-5 is degraded slowly and consequently inhibits replication. Nucleotide substitutions within the RNAase E cleavage sequence alter RNAI half-life and plasmid copy number, changing also the incompatibility phenotype. RNAI variants lacking the sequence cleaved by RNAase E are eliminated by growth rate-dependent degradation, resulting in growth-responsive control of plasmid replication and copy number.

Bacteriocin Plasmids↗

PubMed1993

Variant mapping of the Apo(B) AT rich minisatellite. Dependence on nucleotide sequence of the copy number variations. Instability of the non-canonical alleles.

Because of its variations in length, the AT rich Hyper-Variable Region (HVR) of the 3' end of the Apolipoprotein B gene is used as a polymorphic maker in genetic studies. It contains a SspI site in its repeated motif and we used this feature to precisely analyse the internal structure of the different alleles found at this locus in a Caucasian population. We performed total digestion on 194 alleles as well as Minisatellite Variant Repeat mapping (MVR mapping: partial digestion) on 54. The results show that the level of length variability (in copy number) of the 5' end of this locus is at least two times higher than that of the 3' end. This could be correlated with the difference in nucleotide sequence between the two parts of the HVR and suggests the dependence on the primary structure of the mechanism that produces length variability. A molecular model is proposed to explain this result. Moreover, the sharp analysis of the minisatellite structure by the distribution of SspI sites reveals differences between long and short alleles, indicating that in most cases, no recombination occurs between alleles of different sizes. Finally the rare alleles exhibit a non-canonical structure. These important points could explain the bimodal distribution of the frequencies of the alleles in the population.

Alleles↗

PubMed2026

Genome-wide variation analysis of two Salvia hispanica L. genotypes and implication for associations with metabolic and adaptive traits.

BACKGROUND: Advances in next-generation sequencing have accelerated genome-wide exploration of genetic diversity in underutilized oilseed crops. Salvia hispanica L. (chia), a high-nutrient pseudocereal rich in omega-3 fatty acids, is increasingly valued for its health benefits and commercial potential, yet it remains poorly characterized at the genomic level. Understanding the scale and nature of genomic variation is essential for improving complex traits such as oil yield, stress tolerance, and seed quality. METHODS: Two contrasting chia genotypes, Black-chia (CACH-B) and White- chia (CACH-W), were resequenced using the Bio-Resequencing Toolkit (BRT) pipeline. High-coverage sequencing, with a mapping rate exceeding 99% and an average depth of approximately 28×, facilitated the detection and annotation of single-nucleotide polymorphisms (SNPs), insertions and deletions (InDels), copy-number variations (CNVs), and structural variants (SVs). The functional classification of variant impacts enabled the identification of genes potentially linked to metabolic and adaptive traits. RESULTS: A total of 1.97 million SNPs, 401,493 InDels, 836 CNVs, and 15,288 SVs were identified across the chia genome. Notably, approximately 53% of exonic SNPs were non-synonymous (dN/dS ≈ 1.28), predominantly affecting lipid metabolism, transcriptional regulation, and stress response pathways, potentially altering key agronomic traits. In addition, CNV hotspots were concentrated in chromosomes 3 and 6, overlapping MYB, WRKY, and bZIP transcription factor loci, may potentially be involved in stress tolerance and yield. Furthermore, structural rearrangements, including inversions and duplications within the FAD2, FAD3, and CYP450 gene clusters, were potentially associated with seed pigmentation and omega-3 biosynthesis, pointing to their potential breeding relevance. Observed heterozygosity (Hₒ ≈ 0.71) and nucleotide diversity (π ≈ 7 × 10-3) indicated moderate to high allelic richness. In addition, the low FST value (0.038) indicates substantial genomic similarity between the two genotypes. CONCLUSION: This study presents the first comprehensive map integrating SNPs, CNVs, and SVs in S. hispanica L. The results reveal a structurally dynamic genome characterized by substantial sequence and structural variation, providing valuable insights into genomic diversity and potential adaptive mechanisms in chia. The coexistence of high SNP diversity and abundant structural variation underpins chia's nutritional specialization and environmental resilience. These results deliver a foundational genomic resource for marker-assisted breeding, genome-wide association studies, and the development of climate-resilient chia cultivars.

Copy-number variation, structural variation↗