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1.
Sci Signal ; 15(731): eabm6046, 2022 04 26.
Article in English | MEDLINE | ID: mdl-35471943

ABSTRACT

Chronic pain is a major health issue, and the search for new analgesics has become increasingly important because of the addictive properties and unwanted side effects of opioids. To explore potentially new drug targets, we investigated mutations in the NTRK1 gene found in individuals with congenital insensitivity to pain with anhidrosis (CIPA). NTRK1 encodes tropomyosin receptor kinase A (TrkA), the receptor for nerve growth factor (NGF) and that contributes to nociception. Molecular modeling and biochemical analysis identified mutations that decreased the interaction between TrkA and one of its substrates and signaling effectors, phospholipase Cγ (PLCγ). We developed a cell-permeable phosphopeptide derived from TrkA (TAT-pQYP) that bound the Src homology domain 2 (SH2) of PLCγ. In HEK-293T cells, TAT-pQYP inhibited the binding of heterologously expressed TrkA to PLCγ and decreased NGF-induced, TrkA-mediated PLCγ activation and signaling. In mice, intraplantar administration of TAT-pQYP decreased mechanical sensitivity in an inflammatory pain model, suggesting that targeting this interaction may be analgesic. The findings demonstrate a strategy to identify new targets for pain relief by analyzing the signaling pathways that are perturbed in CIPA.


Subject(s)
Hypohidrosis , Mutation , Pain Insensitivity, Congenital , Phospholipase C gamma , Receptor, trkA , Analgesics/pharmacology , Animals , Channelopathies/genetics , Channelopathies/metabolism , HEK293 Cells , Humans , Hypohidrosis/genetics , Hypohidrosis/metabolism , Mice , Nerve Growth Factor/genetics , Nerve Growth Factor/pharmacology , Pain/genetics , Pain/metabolism , Pain Insensitivity, Congenital/genetics , Pain Insensitivity, Congenital/metabolism , Phospholipase C gamma/genetics , Phospholipase C gamma/metabolism , Receptor, trkA/genetics , Receptor, trkA/metabolism
2.
BMC Bioinformatics ; 16: 52, 2015 Feb 19.
Article in English | MEDLINE | ID: mdl-25879480

ABSTRACT

BACKGROUND: The organization of the canonical code has intrigued researches since it was first described. If we consider all codes mapping the 64 codes into 20 amino acids and one stop codon, there are more than 1.51×10(84) possible genetic codes. The main question related to the organization of the genetic code is why exactly the canonical code was selected among this huge number of possible genetic codes. Many researchers argue that the organization of the canonical code is a product of natural selection and that the code's robustness against mutations would support this hypothesis. In order to investigate the natural selection hypothesis, some researches employ optimization algorithms to identify regions of the genetic code space where best codes, according to a given evaluation function, can be found (engineering approach). The optimization process uses only one objective to evaluate the codes, generally based on the robustness for an amino acid property. Only one objective is also employed in the statistical approach for the comparison of the canonical code with random codes. We propose a multiobjective approach where two or more objectives are considered simultaneously to evaluate the genetic codes. RESULTS: In order to test our hypothesis that the multiobjective approach is useful for the analysis of the genetic code adaptability, we implemented a multiobjective optimization algorithm where two objectives are simultaneously optimized. Using as objectives the robustness against mutation with the amino acids properties polar requirement (objective 1) and robustness with respect to hydropathy index or molecular volume (objective 2), we found solutions closer to the canonical genetic code in terms of robustness, when compared with the results using only one objective reported by other authors. CONCLUSIONS: Using more objectives, more optimal solutions are obtained and, as a consequence, more information can be used to investigate the adaptability of the genetic code. The multiobjective approach is also more natural, because more than one objective was adapted during the evolutionary process of the canonical genetic code. Our results suggest that the evaluation function employed to compare genetic codes should consider simultaneously more than one objective, in contrast to what has been done in the literature.


Subject(s)
Algorithms , Amino Acids/genetics , Evolution, Molecular , Genetic Code , Models, Genetic , Protein Biosynthesis , Selection, Genetic/genetics , Humans , Mutation/genetics
3.
BMC Bioinformatics ; 15: 197, 2014 Jun 17.
Article in English | MEDLINE | ID: mdl-24938294

ABSTRACT

BACKGROUND: The characterization of protein binding sites is a major challenge in computational biology. Proteins interact with a wide variety of molecules and understanding of such complex interactions is essential to gain deeper knowledge of protein function. Shape complementarity is known to be important in determining protein-ligand interactions. Furthermore, these protein structural features have been shown to be useful in assisting medicinal chemists during lead discovery and optimization. RESULTS: We developed KVFinder, a highly versatile and easy-to-use tool for cavity prospection and spatial characterization. KVFinder is a geometry-based method that has an innovative customization of the search space. This feature provides the possibility of cavity segmentation, which alongside with the large set of customizable parameters, allows detailed cavity analyses. Although the main focus of KVFinder is the steered prospection of cavities, we tested it against a benchmark dataset of 198 known drug targets in order to validate our software and compare it with some of the largely accepted methods. Using the one click mode, we performed better than most of the other methods, staying behind only of hybrid prospection methods. When using just one of KVFinder's customizable features, we were able to outperform all other compared methods. KVFinder is also user friendly, as it is available as a PyMOL plugin, or command-line version. CONCLUSION: KVFinder presents novel usability features, granting full customizable and highly detailed cavity prospection on proteins, alongside with a friendly graphical interface. KVFinder is freely available on http://lnbio.cnpem.br/bioinformatics/main/software/.


Subject(s)
Computational Biology/methods , Proteins/chemistry , Software , Algorithms , Binding Sites , Ligands , Models, Molecular , Protein Binding , Protein Structure, Tertiary
4.
J Biol Chem ; 288(47): 34131-34145, 2013 Nov 22.
Article in English | MEDLINE | ID: mdl-24097982

ABSTRACT

Myosin V (MyoV) motors have been implicated in the intracellular transport of diverse cargoes including vesicles, organelles, RNA-protein complexes, and regulatory proteins. Here, we have solved the cargo-binding domain (CBD) structures of the three human MyoV paralogs (Va, Vb, and Vc), revealing subtle structural changes that drive functional differentiation and a novel redox mechanism controlling the CBD dimerization process, which is unique for the MyoVc subclass. Moreover, the cargo- and motor-binding sites were structurally assigned, indicating the conservation of residues involved in the recognition of adaptors for peroxisome transport and providing high resolution insights into motor domain inhibition by CBD. These results contribute to understanding the structural requirements for cargo transport, autoinhibition, and regulatory mechanisms in myosin V motors.


Subject(s)
Myosin Type V/chemistry , Binding Sites , Biological Transport, Active/physiology , Humans , Myosin Type V/genetics , Myosin Type V/metabolism , Peroxisomes/chemistry , Peroxisomes/genetics , Peroxisomes/metabolism , Protein Structure, Quaternary , Protein Structure, Tertiary , Structural Homology, Protein
5.
Mol Plant Microbe Interact ; 26(11): 1281-93, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23902259

ABSTRACT

Cerato-platanins (CP) are small, cysteine-rich fungal-secreted proteins involved in the various stages of the host-fungus interaction process, acting as phytotoxins, elicitors, and allergens. We identified 12 CP genes (MpCP1 to MpCP12) in the genome of Moniliophthora perniciosa, the causal agent of witches' broom disease in cacao, and showed that they present distinct expression profiles throughout fungal development and infection. We determined the X-ray crystal structures of MpCP1, MpCP2, MpCP3, and MpCP5, representative of different branches of a phylogenetic tree and expressed at different stages of the disease. Structure-based biochemistry, in combination with nuclear magnetic resonance and mass spectrometry, allowed us to define specialized capabilities regarding self-assembling and the direct binding to chitin and N-acetylglucosamine (NAG) tetramers, a fungal cell wall building block, and to map a previously unknown binding region in MpCP5. Moreover, fibers of MpCP2 were shown to act as expansin and facilitate basidiospore germination whereas soluble MpCP5 blocked NAG6-induced defense response. The correlation between these roles, the fungus life cycle, and its tug-of-war interaction with cacao plants is discussed.


Subject(s)
Agaricales/genetics , Cacao/microbiology , Fungal Proteins/metabolism , Gene Expression Regulation, Fungal , Genome, Fungal/genetics , Plant Diseases/microbiology , Acetylglucosamine/metabolism , Agaricales/drug effects , Agaricales/growth & development , Agaricales/metabolism , Base Sequence , Cell Wall/metabolism , Chitin/metabolism , Crystallography, X-Ray , Fungal Proteins/chemistry , Fungal Proteins/genetics , Fungal Proteins/isolation & purification , Gene Expression , Host-Pathogen Interactions , Models, Molecular , Molecular Sequence Data , Nuclear Magnetic Resonance, Biomolecular , Phylogeny , Protein Binding , Sequence Analysis, DNA , Sequence Analysis, RNA , Spores, Fungal
6.
Proc Natl Acad Sci U S A ; 108(1): 226-31, 2011 Jan 04.
Article in English | MEDLINE | ID: mdl-21169504

ABSTRACT

Aldehyde dehydrogenases (ALDHs) catabolize toxic aldehydes and process the vitamin A-derived retinaldehyde into retinoic acid (RA), a small diffusible molecule and a pivotal chordate morphogen. In this study, we combine phylogenetic, structural, genomic, and developmental gene expression analyses to examine the evolutionary origins of ALDH substrate preference. Structural modeling reveals that processing of small aldehydes, such as acetaldehyde, by ALDH2, versus large aldehydes, including retinaldehyde, by ALDH1A is associated with small versus large substrate entry channels (SECs), respectively. Moreover, we show that metazoan ALDH1s and ALDH2s are members of a single ALDH1/2 clade and that during evolution, eukaryote ALDH1/2s often switched between large and small SECs after gene duplication, transforming constricted channels into wide opened ones and vice versa. Ancestral sequence reconstructions suggest that during the evolutionary emergence of RA signaling, the ancestral, narrow-channeled metazoan ALDH1/2 gave rise to large ALDH1 channels capable of accommodating bulky aldehydes, such as retinaldehyde, supporting the view that retinoid-dependent signaling arose from ancestral cellular detoxification mechanisms. Our analyses also indicate that, on a more restricted evolutionary scale, ALDH1 duplicates from invertebrate chordates (amphioxus and ascidian tunicates) underwent switches to smaller and narrower SECs. When combined with alterations in gene expression, these switches led to neofunctionalization from ALDH1-like roles in embryonic patterning to systemic, ALDH2-like roles, suggesting functional shifts from signaling to detoxification.


Subject(s)
Aldehyde Dehydrogenase/genetics , Body Patterning/physiology , Evolution, Molecular , Models, Molecular , Phylogeny , Protein Conformation , Signal Transduction/genetics , Tretinoin/metabolism , Animals , Base Sequence , Bayes Theorem , Cluster Analysis , Computational Biology , Gene Expression Profiling , Genes, Duplicate/genetics , In Situ Hybridization , Likelihood Functions , Models, Genetic , Sequence Alignment , Species Specificity
7.
Genet Test ; 10(3): 186-91, 2006.
Article in English | MEDLINE | ID: mdl-17020470

ABSTRACT

Mutations in the PTPN11 gene are known to cause a large fraction of the cases of Noonan syndrome. The objective of this study was to determine the PTPN11 gene mutation rate in a cohort of clinically well-characterized Brazilian patients with Noonan or Noonan-like syndromes and to study the genotype-phenotype correlation. Fifty probands with Noonan syndrome ascertained according to well-established diagnostic criteria, 3 with LEOPARD syndrome, 5 with Noonan-like/multiple giant cell lesion syndrome, and 3 with neurofibromatosis/ Noonan were enrolled in this study. Mutational analysis was performed using denaturing high-performance liquid chromatography (DHPLC) followed by sequencing of amplicons with an aberrant elution profile. We detected missense mutations in the PTPN11 gene in 21 probands with Noonan syndrome (42%), in all 3 patients with LEOPARD syndrome, and in 1 case with Noonan-like/multiple giant cell lesion syndrome. One patient with neurofibromatosis-Noonan syndrome had a mutation in both the PTPN11 and NF1 genes. The only anomalies that reached statistical significance when comparing probands with and without mutations were the hematological abnormalities. Our data confirms that Noonan syndrome is a genetically heterogeneous disorder, with mutations in the PTPN11 gene responsible for roughly 50% of the cases. A definitive genotype-phenotype correlation has not been established, but the T73I mutation seems to predispose to a myeloproliferative disorder. Regarding Noonan-like syndromes, mutation of the PTPN11 gene is the main causal factor in LEOPARD syndrome, and it also plays a role in neurofibromatosis-Noonan syndrome. Noonan- like/multiple giant cell lesion syndrome, part of the spectrum of Noonan syndrome, is also heterogeneous.


Subject(s)
Intracellular Signaling Peptides and Proteins/genetics , Noonan Syndrome/genetics , Phenotype , Protein Tyrosine Phosphatases/genetics , Adolescent , Adult , Amino Acid Substitution/genetics , Brazil , Child , Child, Preschool , Female , Humans , Infant , LEOPARD Syndrome/diagnosis , LEOPARD Syndrome/genetics , Male , Neurofibromatoses/diagnosis , Neurofibromatoses/genetics , Noonan Syndrome/diagnosis , Protein Tyrosine Phosphatase, Non-Receptor Type 11
8.
Am J Med Genet A ; 136(3): 242-5, 2005 Jul 30.
Article in English | MEDLINE | ID: mdl-15948193

ABSTRACT

Noonan syndrome (NS) is an autosomal dominant disorder characterized by short stature, facial anomalies, webbed neck, sternal deformity, heart defects, and, in males, cryptorchidism. PTPN11 encodes SHP2, an important component of several signal transduction pathways that acts as a positive regulator of RAS-mitogen activated protein kinase signaling. Neurofibromatosis type 1 (NF1) is another autosomal dominant disorder characterized by hamartomas in multiple organs. The NF1 gene encodes a GAP-related protein, which acts as a negative regulator of the Ras-mediated signal transduction pathway. Clinical overlap between both syndromes, neurofibromatosis-Noonan syndrome (NFNS) is well known. We studied a female patient with typical findings of NFNS and found two mutations: a novel PTPN11 transversion, 1909A --> G, resulting in Gln510Arg, and an NF1 transversion, 2531A --> G, resulting in Leu844Arg. She inherited the PTPN11 mutation from her father and had a de novo NF1 mutation. This is the first report of molecular concurrence of both disorders in the same patient.


Subject(s)
Abnormalities, Multiple/genetics , Mutation, Missense , Neurofibromatosis 1/pathology , Neurofibromin 1/genetics , Noonan Syndrome/pathology , Protein Tyrosine Phosphatases/genetics , Abnormalities, Multiple/diagnosis , Adolescent , DNA Mutational Analysis , Female , Humans , Karyotyping , Protein Tyrosine Phosphatase, Non-Receptor Type 1
9.
Am J Med Genet A ; 130A(4): 378-83, 2004 Nov 01.
Article in English | MEDLINE | ID: mdl-15384080

ABSTRACT

Noonan syndrome (NS) is an autosomal dominant disorder comprising short stature, facial dysmorphism, short and/or webbed neck, heart defects, and cryptorchidism in males. The gene responsible for the disorder (PTPN11) was recently identified, and explains 30-50% of the cases clinically diagnosed as NS. Cardiofaciocutaneous (CFC) syndrome, a similar but distinct entity, is characterized by relative macrocephaly, characteristic facial appearance, ectodermal abnormalities (sparse and friable hair, sparse eyebrows, hyperkeratotic skin), congenital heart defects, and growth and mental retardation. We describe on a young woman who presents clinical features of NS (short stature, triangular facies, with downslanting palpebral fissures and apparent hypertelorism, webbed neck, pulmonary stenosis, bleeding diathesis, prominent corneal nerves), but with a more prominent ectodermal involvement (sparse and very coarse hair, sparse eyebrows and eyelashes) and developmental delay/mental retardation, which are characteristic of CFC patients. Sequencing of the PTPN11 gene showed a T411M substitution, not previously described in patients with NS. The same mutation was found in her mother and older sister, not initially considered to be affected by NS, but with very subtle clinical findings compatible with this diagnosis. Molecular dynamic studies indicate that this new mutation, similar to other previously described mutations, favors a more active protein conformation. However, the main disruptive effect is not directly in the catalytic domain, suggesting that the location of this mutation could make the protein more susceptible to gene-gene or gene-environment interactions. Atypical cases of NS should be screened for mutations in the PTPN11 gene and in the case of a positive result, first-degree relatives should also be tested for the specific mutation.


Subject(s)
Abnormalities, Multiple/genetics , Noonan Syndrome/genetics , Noonan Syndrome/pathology , Protein Tyrosine Phosphatases/genetics , Adult , DNA Mutational Analysis , Female , Humans , Intracellular Signaling Peptides and Proteins , Middle Aged , Pedigree , Protein Tyrosine Phosphatase, Non-Receptor Type 11 , SH2 Domain-Containing Protein Tyrosine Phosphatases , src Homology Domains
10.
Genome Res ; 14(7): 1413-23, 2004 Jul.
Article in English | MEDLINE | ID: mdl-15197164

ABSTRACT

We report the results of a transcript finishing initiative, undertaken for the purpose of identifying and characterizing novel human transcripts, in which RT-PCR was used to bridge gaps between paired EST clusters, mapped against the genomic sequence. Each pair of EST clusters selected for experimental validation was designated a transcript finishing unit (TFU). A total of 489 TFUs were selected for validation, and an overall efficiency of 43.1% was achieved. We generated a total of 59,975 bp of transcribed sequences organized into 432 exons, contributing to the definition of the structure of 211 human transcripts. The structure of several transcripts reported here was confirmed during the course of this project, through the generation of their corresponding full-length cDNA sequences. Nevertheless, for 21% of the validated TFUs, a full-length cDNA sequence is not yet available in public databases, and the structure of 69.2% of these TFUs was not correctly predicted by computer programs. The TF strategy provides a significant contribution to the definition of the complete catalog of human genes and transcripts, because it appears to be particularly useful for identification of low abundance transcripts expressed in a restricted set of tissues as well as for the delineation of gene boundaries and alternatively spliced isoforms.


Subject(s)
Software , Transcription, Genetic/genetics , Alternative Splicing/genetics , Cell Line , Cell Line, Tumor , Computational Biology/methods , Computational Biology/statistics & numerical data , Consensus Sequence/genetics , DNA, Neoplasm , Databases, Genetic/classification , Expressed Sequence Tags , Genes/genetics , Genome, Human , HeLa Cells/pathology , Humans , Molecular Sequence Data , Open Reading Frames/genetics , Software Design , Software Validation , U937 Cells/pathology
11.
C R Biol ; 326(10-11): 979-85, 2003.
Article in English | MEDLINE | ID: mdl-14744104

ABSTRACT

A significant fraction of the variability found in the human transcriptome is due to alternative splicing, including alternative exon usage (AEU), intron retention and use of cryptic splice sites. We present a comparison of a large-scale analysis of AEU in the human transcriptome through genome mapping of Open Reading Frame ESTs (ORESTES) and conventional ESTs. It is shown here that ORESTES probe low abundant messages more efficiently. In addition, most of the variants detected by ORESTES affect the structure of the corresponding proteins.


Subject(s)
Exons/genetics , Genome, Human , Open Reading Frames/genetics , Alternative Splicing , Humans , Transcription, Genetic
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