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result(s) for
"GFM1"
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Machine-learning–guided transcriptomic integration identifies GFM1 as a lactylation-related candidate biomarker in aortic dissection
2026
Aortic dissection (AD) is a life-threatening aortic disease with limited disease-modifying pharmacologic options. Lysine lactylation is a metabolism-linked post-translational modification implicated in vascular and inflammatory biology, but its relationship to AD has not been well characterized. Public AD transcriptomic datasets were integrated for differential expression analysis and WGCNA. Lactylation-related DEGs were defined by intersecting DEGs with a curated lactylation-related gene set. Candidate genes were prioritized using complementary machine-learning models (LASSO, Random Forest, and XGBoost) as a feature-screening strategy with internal resampling and hold-out validation (cross-validation and a hold-out set). GFM1 expression was assessed by qRT-PCR and western blotting in human aortic tissues. Functional relevance was examined in primary mouse aortic vascular smooth muscle cells (VSMCs) using siRNA knockdown under angiotensin II stimulation (1.0 µmol/L, 24 h), with proliferation and migration assessed by CCK-8, EdU, Transwell, and scratch-wound assays. We identified 217 DEGs and an AD-associated co-expression module. Intersection analysis yielded 11 lactylation-related DEGs, among which GFM1 received consistent support across models. GFM1 showed higher expression in AD tissues, and GFM1 knockdown attenuated angiotensin II–induced VSMCs proliferation and migration. Integrated transcriptomics and machine-learning–based prioritization nominate GFM1 as a lactylation-related candidate associated with AD, warranting further investigation. These findings are hypothesis-generating: model performance reflects internal evaluation only, and independent external validation and direct lactylation profiling are required to establish generalizability and clarify mechanistic links.
Journal Article
UPRmt activation improves pathological alterations in cellular models of mitochondrial diseases
by
Álvarez-Córdoba, Mónica
,
Suárez-Carrillo, Alejandra
,
Talaverón-Rey, Marta
in
Antibiotics
,
Apoptosis
,
Bacteria
2022
Background
Mitochondrial diseases represent one of the most common groups of genetic diseases. With a prevalence greater than 1 in 5000 adults, such diseases still lack effective treatment. Current therapies are purely palliative and, in most cases, insufficient. Novel approaches to compensate and, if possible, revert mitochondrial dysfunction must be developed.
Results
In this study, we tackled the issue using as a model fibroblasts from a patient bearing a mutation in the
GFM1
gene, which is involved in mitochondrial protein synthesis. Mutant
GFM1
fibroblasts could not survive in galactose restrictive medium for more than 3 days, making them the perfect screening platform to test several compounds. Tetracycline enabled mutant
GFM1
fibroblasts survival under nutritional stress. Here we demonstrate that tetracycline upregulates the mitochondrial Unfolded Protein Response (UPR
mt
), a compensatory pathway regulating mitochondrial proteostasis. We additionally report that activation of UPR
mt
improves mutant
GFM1
cellular bioenergetics and partially restores mitochondrial protein expression.
Conclusions
Overall, we provide compelling evidence to propose the activation of intrinsic cellular compensatory mechanisms as promising therapeutic strategy for mitochondrial diseases.
Journal Article
A novel composition of two heterozygous GFM1 mutations in a Chinese child with epilepsy and mental retardation
2020
Introduction G elongation factor mitochondrial 1 (GFM1) encodes one of the mitochondrial translation elongation factors. GFM1 variants were reported to be associated with neurological diseases and liver diseases in a few cases. Here, we present a novel composition of two heterozygous mutations of GFM1 in a boy with epilepsy, mental retardation, and other unusual phenotypes. Methods The patient was found to be blind and experienced recurrent convulsive seizures such as nodding and hugging at the age of 3 months. After antiepileptic treatment with topiramate, he had no obvious seizures but still had mental retardation. The patient vomited frequently at 16 months old, sometimes accompanied by epileptic seizures. Hematuria metabolic screening, mutation screening of mitochondrial gene, and mitochondrial nuclear gene were negative. Then, he was analyzed by whole‐exome sequencing (WES). Results Whole‐exome sequencing revealed a novel composition of two heterozygous mutations in GFM1, the maternal c.679G > A (has not been reported) and the paternal c.1765‐1_1765‐2del (previously reported). At present, there is no specific and effective treatment for the disease, and the prognosis is very poor. Conclusion The discovery of new phenotypes and new genotypes will further enrich the diagnosis information of the disease and provide more experiences for clinicians to quickly diagnose the disease and judge the prognosis. We present a novel compound heterozygous mutation of GFM1 with c.679G > A and c.1765‐2_1765‐1delAG deletion in a boy with epilepsy, mental retardation, and other symptoms. We found GFM1‐linked disease can involve multiple systems and has a variety of clinical manifestations. The relationship between GFM1 gene mutation and clinical phenotype, as well as the effective treatment methods, need to be further studied. Our report expands the mutation and clinical spectrum of GFM1.
Journal Article
Knockout Mouse Studies Show That Mitochondrial CLPP Peptidase and CLPX Unfoldase Act in Matrix Condensates near IMM, as Fast Stress Response in Protein Assemblies for Transcript Processing, Translation, and Heme Production
2024
LONP1 is the principal AAA+ unfoldase and bulk protease in the mitochondrial matrix, so its deletion causes embryonic lethality. The AAA+ unfoldase CLPX and the peptidase CLPP also act in the matrix, especially during stress periods, but their substrates are poorly defined. Mammalian CLPP deletion triggers infertility, deafness, growth retardation, and cGAS-STING-activated cytosolic innate immunity. CLPX mutations impair heme biosynthesis and heavy metal homeostasis. CLPP and CLPX are conserved from bacteria to humans, despite their secondary role in proteolysis. Based on recent proteomic–metabolomic evidence from knockout mice and patient cells, we propose that CLPP acts on phase-separated ribonucleoprotein granules and CLPX on multi-enzyme condensates as first-aid systems near the inner mitochondrial membrane. Trimming within assemblies, CLPP rescues stalled processes in mitoribosomes, mitochondrial RNA granules and nucleoids, and the D-foci-mediated degradation of toxic double-stranded mtRNA/mtDNA. Unfolding multi-enzyme condensates, CLPX maximizes PLP-dependent delta-transamination and rescues malformed nascent peptides. Overall, their actions occur in granules with multivalent or hydrophobic interactions, separated from the aqueous phase. Thus, the role of CLPXP in the matrix is compartment-selective, as other mitochondrial peptidases: MPPs at precursor import pores, m-AAA and i-AAA at either IMM face, PARL within the IMM, and OMA1/HTRA2 in the intermembrane space.
Journal Article
Polydatin and Nicotinamide Prevent Iron Accumulation and Lipid Peroxidation in Cellular Models of Mitochondrial Diseases
by
Romero-Domínguez, José Manuel
,
Álvarez-Córdoba, Mónica
,
Romero-González, Ana
in
Antibacterial agents
,
Apoptosis
,
Biosynthesis
2025
Ferroptosis, an iron-dependent form of non-apoptotic cell death, is regulated by a complex network involving lipid metabolism, iron homeostasis, and the oxidative-reductive system, with iron accumulation and lipid peroxidation as key drivers. Mitochondrial dysfunction and ROS overproduction often underlie the pathogenesis of mitochondrial diseases, for which treatment options are limited, emphasizing the need for novel therapies. In this study, we investigated whether polydatin and nicotinamide could reverse ferroptosis-related pathological features in cellular models derived from patients with pathogenic GFM1 variants. Mutant fibroblasts showed increased iron and lipofuscin accumulation, altered expression of iron metabolism-related proteins, elevated lipid peroxidation, and heightened susceptibility to erastin-induced ferroptosis. Treatment with polydatin and nicotinamide effectively corrected these alterations and reduced iron accumulation and lipid peroxidation in induced neurons. Furthermore, chloramphenicol treatment in control cells mimicked the mutant phenotype, suggesting that these pathological changes are linked to the mitochondrial protein synthesis defect characteristic of pathogenic GFM1 variants. Notably, adding vitamin E to the polydatin and nicotinamide co-treatment resulted in a reduction in the minimum effective concentration, suggesting potential benefits of its inclusion. In conclusion, the combination of polydatin, nicotinamide, and vitamin E could represent a promising therapeutic option for patients with mitochondrial disorders caused by pathogenic GFM1 variants.
Journal Article
Polydatin and Nicotinamide Rescue the Cellular Phenotype of Mitochondrial Diseases by Mitochondrial Unfolded Protein Response (mtUPR) Activation
by
Álvarez-Córdoba, Mónica
,
Romero-González, Ana
,
Gómez-Fernández, David
in
Bioenergetics
,
Biosynthesis
,
Care and treatment
2024
Primary mitochondrial diseases result from mutations in nuclear DNA (nDNA) or mitochondrial DNA (mtDNA) genes, encoding proteins crucial for mitochondrial structure or function. Given that few disease-specific therapies are available for mitochondrial diseases, novel treatments to reverse mitochondrial dysfunction are necessary. In this work, we explored new therapeutic options in mitochondrial diseases using fibroblasts and induced neurons derived from patients with mutations in the GFM1 gene. This gene encodes the essential mitochondrial translation elongation factor G1 involved in mitochondrial protein synthesis. Due to the severe mitochondrial defect, mutant GFM1 fibroblasts cannot survive in galactose medium, making them an ideal screening model to test the effectiveness of pharmacological compounds. We found that the combination of polydatin and nicotinamide enabled the survival of mutant GFM1 fibroblasts in stress medium. We also demonstrated that polydatin and nicotinamide upregulated the mitochondrial Unfolded Protein Response (mtUPR), especially the SIRT3 pathway. Activation of mtUPR partially restored mitochondrial protein synthesis and expression, as well as improved cellular bioenergetics. Furthermore, we confirmed the positive effect of the treatment in GFM1 mutant induced neurons obtained by direct reprogramming from patient fibroblasts. Overall, we provide compelling evidence that mtUPR activation is a promising therapeutic strategy for GFM1 mutations.
Journal Article
Mutation in subdomain G' of mitochondrial elongation factor G1 is associated with combined OXPHOS deficiency in fibroblasts but not in muscle
by
Smeitink, Jan A
,
Antonicka, Hana
,
Rodenburg, Richard J
in
631/208/737
,
631/337/574
,
692/699/317
2011
The mitochondrial translation system is responsible for the synthesis of 13 proteins required for oxidative phosphorylation (OXPHOS), the major energy-generating process of our cells. Mitochondrial translation is controlled by various nuclear encoded proteins. In 27 patients with combined OXPHOS deficiencies, in whom complex II (the only complex that is entirely encoded by the nuclear DNA) showed normal activities, and mutations in the mitochondrial genome as well as polymerase gamma were excluded, we screened all mitochondrial translation factors for mutations. Here, we report a mutation in mitochondrial elongation factor G1 (
GFM1
) in a patient affected by severe, rapidly progressive mitochondrial encephalopathy. This mutation is predicted to result in an Arg250Trp substitution in subdomain G' of the elongation factor G1 protein and is presumed to hamper ribosome-dependent GTP hydrolysis. Strikingly, the decrease in enzyme activities of complex I, III and IV detected in patient fibroblasts was not found in muscle tissue. The OXPHOS system defects and the impairment in mitochondrial translation in fibroblasts were rescued by overexpressing wild-type
GFM1
, establishing the
GFM1
defect as the cause of the fatal mitochondrial disease. Furthermore, this study evinces the importance of a thorough diagnostic biochemical analysis of both muscle tissue and fibroblasts in patients suspected to suffer from a mitochondrial disorder, as enzyme deficiencies can be selectively expressed.
Journal Article