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1.
J Gene Med ; 26(1): e3583, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-37640479

RESUMEN

BACKGROUND: Although defects in sperm morphology and physiology lead to male infertility, in many instances, the exact disruption of molecular pathways in a given patient is often unknown. The glycolytic pathway is an essential process to supply energy in sperm cell motility. Enolase 4 (ENO4) is crucial for the glycolytic process, which provides the energy for sperm cells in motility. ENO4 is located in the sperm principal piece and is essential for the motility and organization of the sperm flagellum. In the present study, we characterized a family with asthenozoospermia and abnormal sperm morphology as a result of a variant in the enolase 4 (ENO4) gene. METHODS: Computer-assisted semen analysis, papanicolaou smear staining and scanning electron microscopy were used to examine sperm motility and morphology for semen analysis in patients. For genetic analysis, whole-exome sequencing followed by Sanger sequencing was performed. RESULTS: Two brothers in a consanguineous family were being clinically investigated for sperm motility and morphology issues. Genetic analysis by whole-exome sequencing revealed a homozygous variant [c.293A>G, p.(Lys98Arg)] in the ENO4 gene that segregated with infertility in the family, shared by affected but not controls. CONCLUSIONS: In view of the association of asthenozoospermia and abnormal sperm morphology in Eno4 knockout mice, we consider this to be the first report describing the involvement of ENO4 gene in human male infertility. We also explore the possible involvement of another variant in explaining other phenotypic features in this family.


Asunto(s)
Astenozoospermia , Infertilidad Masculina , Ratones , Animales , Humanos , Masculino , Astenozoospermia/genética , Astenozoospermia/metabolismo , Semen/metabolismo , Motilidad Espermática/genética , Espermatozoides/fisiología , Infertilidad Masculina/genética , Infertilidad Masculina/metabolismo , Ratones Noqueados , Fosfopiruvato Hidratasa/genética , Fosfopiruvato Hidratasa/metabolismo
2.
Clin Genet ; 2024 May 22.
Artículo en Inglés | MEDLINE | ID: mdl-38774940

RESUMEN

Skeletal dysplasias are a heterogeneous group of disorders presenting mild to lethal defects. Several factors, such as genetic, prenatal, and postnatal environmental may contribute to reduced growth. Fourteen families of Pakistani origin, presenting the syndromic form of short stature either in the autosomal recessive or autosomal dominant manner were clinically and genetically investigated to uncover the underlying genetic etiology. Homozygosity mapping, whole exome sequencing, and Sanger sequencing were used to search for the disease-causing gene variants. In total, we have identified 13 sequence variants in 10 different genes. The variants in the HSPG2 and XRCC4 genes were not reported previously in the Pakistani population. This study will expand the mutation spectrum of the identified genes and will help in improved diagnosis of the syndromic form of short stature in the local population.

3.
Clin Genet ; 103(3): 341-345, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-36273379

RESUMEN

Isolated syndactyly is a common limb malformation with limited known genetic etiology. We used exome sequencing to discover a novel heterozygous missense variant c.2915G > C: p.Arg972Pro in AFF3 on chromosome 2q11.2 in a family with isolated syndactyly in hands and feet. AFF3 belongs to a family of nuclear transcription activating factors and is involved in limb dorsoventral patterning. The variant Arg972Pro is located near the C terminus, a region that is yet to be associated with human disorders. Functional studies did not show a difference in the stability or subcellular localization of the mutant and wild type proteins. Instead, overexpression in zebrafish embryos suggests that Arg972Pro is a loss-of-function allele. These results suggest that variants in the C terminus of AFF3 may cause a phenotype distinct from previously characterized AFF3 variants.


Asunto(s)
Deformidades Congénitas de las Extremidades , Sindactilia , Animales , Humanos , Pez Cebra/genética , Sindactilia/genética , Deformidades Congénitas de las Extremidades/genética , Factores de Transcripción/genética , Mutación Missense , Linaje , Proteínas Nucleares/genética
4.
Ann Hum Genet ; 86(6): 291-296, 2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-36039988

RESUMEN

Orofaciodigital syndrome (OFD) is clinically heterogeneous and is characterized by abnormalities in the oral cavity, facial features, digits, and central nervous system. At least 18 subtypes of the condition have been described in the literature. OFD is caused by variants in several genes with overlapping phenotypes. We studied a consanguineous Pakistani family with two affected siblings with an atypical form of OFD type 4 (OFD4). In addition to the typical features of OFD4 that include limb defects and growth retardation, the siblings displayed rare features of scaphocephaly and seizures. Exome sequencing analysis revealed a novel homozygous splice site variant c.257-1G>A in TCTN3 that segregated with disease. This homozygous splice site variant in TCTN3 is most likely the underlying cause of the atypical form of OFD4 observed in this family. Our results contribute to the phenotypic spectrum of TCTN3 associated ciliopathies and will facilitate better clinical diagnosis.


Asunto(s)
Ciliopatías , Síndromes Orofaciodigitales , Humanos , Síndromes Orofaciodigitales/genética , Ciliopatías/diagnóstico , Mutación , Homocigoto , Linaje
5.
J Hum Genet ; 67(5): 253-259, 2022 May.
Artículo en Inglés | MEDLINE | ID: mdl-34857885

RESUMEN

Cenani-Lenz syndrome (CLS) is a rare autosomal-recessive congenital disorder affecting development of distal limbs. It is characterized mainly by syndactyly and/or oligodactyly, renal anomalies, and characteristic facial features. Mutations in the LRP4 gene, located on human chromosome 11p11.2-q13.1, causes the CLS. The gene LRP4 encodes a low-density lipoprotein receptor-related protein-4, which mediates SOST-dependent inhibition of bone formation and Wnt signaling. In the study, presented here, three families of Pakistani origin, segregating CLS in the autosomal recessive manner were clinically and genetically characterized. In two families (A and B), microsatellite-based homozygosity mapping followed by Sanger sequencing identified a novel homozygous missense variant [NM_002334.3: c.295G>C; p.(Asp99His)] in the LRP4 gene. In the third family C, exome sequencing revealed a second novel homozygous missense variant [NM_002334.3: c.1633C>T; p.(Arg545Trp)] in the same gene. To determine the functional relevance of these variants, we tested their ability to inhibit canonical WNT signaling in a luciferase assay. Wild type LRP4 was able to inhibit LRP6-dependent WNT signaling robustly. The two mutants p.(Asp99His) and p.(Arg545Trp) inhibited WNT signaling less effectively, suggesting they reduced LRP4 function.


Asunto(s)
Proteínas Relacionadas con Receptor de LDL , Sindactilia , Humanos , Proteínas Relacionadas con Receptor de LDL/genética , Masculino , Linaje , Sindactilia/genética , Vía de Señalización Wnt/genética
6.
J Hum Genet ; 66(7): 725-730, 2021 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-33517345

RESUMEN

Male infertility pertains to male's inability to cause pregnancy in a fertile female. It accounts for 40-50% of infertility in human. In the study, presented here, a large consanguineous family of Pakistani origin segregating male infertility in autosomal recessive manner was investigated. Exome sequencing revealed a homozygous frameshift variant [NM_001040108: c.3632delA, p.(Asn1211Metfs*49)] in DNA mismatch repair gene MLH3 (MutL Homolog) that segregated with male infertility within the family. This is the first loss-of-function homozygous variant in the MLH3 gene causing severe oligozoospermia leading to male infertility. Previous studies have demonstrated association of infertility with gene knockout in the mice.


Asunto(s)
Predisposición Genética a la Enfermedad , Infertilidad Masculina/genética , Proteínas MutL/genética , Oligospermia/genética , Adulto , Consanguinidad , Reparación de la Incompatibilidad de ADN/genética , Mutación del Sistema de Lectura/genética , Humanos , Infertilidad Masculina/epidemiología , Infertilidad Masculina/patología , Mutación con Pérdida de Función , Masculino , Oligospermia/epidemiología , Oligospermia/patología , Pakistán/epidemiología , Secuenciación del Exoma
7.
J Hum Genet ; 65(2): 187-192, 2020 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-31656313

RESUMEN

Autosomal-recessive (AR) nonsyndromic hearing impairment (NSHI) displays a high degree of genetic heterogeneity with >100 genes identified. Recently, TMEM132E, which is highly expressed in inner hair cells, was suggested as a novel ARNSHI gene for DFNB99. A missense variant c.1259G>A: p.(Arg420Gln) in TMEM132E was identified that segregated with ARNSHI in a single Chinese family with two affected members. In the present study, a family of Pakistani origin with prelingual profound sensorineural hearing impairment displaying AR mode of inheritance was investigated via exome and Sanger sequencing. Compound heterozygous variants c.382G>T: p.(Ala128Ser) and c.2204C>T: p.(Pro735Leu) in TMEM132E were observed in affected but not in unaffected family members. TMEM132E variants identified in this and the previously reported ARNSHI family are located in the extracellular domain. In conclusion, we present a second ARNSHI family with TMEM132E variants which strengthens the evidence of the involvement of this gene in the etiology of ARNSHI.


Asunto(s)
Sordera/genética , Pérdida Auditiva Sensorineural/genética , Proteínas de la Membrana/genética , Pueblo Asiatico , Sordera/diagnóstico , Exoma/genética , Femenino , Genes Recesivos , Pérdida Auditiva Sensorineural/diagnóstico , Heterocigoto , Humanos , Masculino , Modelos Moleculares , Mutación Missense , Linaje
8.
Mol Biol Rep ; 47(9): 7083-7088, 2020 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-32886330

RESUMEN

Dyggve melchior clausen syndrome (DMC, MIM 223800) is a very rare autosomal recessive form of skeletal dysplasia associated with various degrees of mental retardation. It is characterized by a progressive spondyloepimetaphyseal dysplasia (SEMD) with disproportionate short stature, generalized platyspondyly and lacy iliac crest. Here, we report characterization of large consanguineous family segregating DMC in autosomal recessive manner. Scanning SNP-based human genome identified a 5.3 Mb homozygous region on chromosome 18q21.1-q21.2. Sanger sequencing of the DYM gene, located in the homozygous region, revealed a novel homozygous nonsense variant [c.59 T > A; p.(Leu20*)] in affected members of the family. Analysis of the mRNA, extracted from hair follicles of an affected individual, suggested non-sense mediated decay (NMD) of the truncated transcript. This is the first nonsense and fourth loss of function variant in the DYM gene, causing DMC, reported in the Pakistani population. This study not only extended spectrum of the mutations in the DYM gene but will also facilitate diagnosis of similar other cases in Pakistani population.


Asunto(s)
Codón sin Sentido , Enanismo/genética , Genoma Humano , Homocigoto , Discapacidad Intelectual/genética , Péptidos y Proteínas de Señalización Intracelular/genética , Osteocondrodisplasias/congénito , Polimorfismo de Nucleótido Simple , Adulto , Enanismo/patología , Femenino , Estudio de Asociación del Genoma Completo , Humanos , Discapacidad Intelectual/patología , Masculino , Osteocondrodisplasias/genética , Osteocondrodisplasias/patología
9.
Hum Genet ; 138(6): 593-600, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-30982135

RESUMEN

Postaxial polydactyly (PAP) is a common limb malformation that often leads to cosmetic and functional complications. Molecular evaluation of polydactyly can serve as a tool to elucidate genetic and signaling pathways that regulate limb development, specifically, the anterior-posterior specification of the limb. To date, only five genes have been identified for nonsyndromic PAP: FAM92A, GLI1, GLI3, IQCE and ZNF141. In this study, two Pakistani multiplex consanguineous families with autosomal recessive nonsyndromic PAP were clinically and molecularly evaluated. From both pedigrees, a DNA sample from an affected member underwent exome sequencing. In each family, we identified a segregating frameshift (c.591dupA [p.(Q198Tfs*21)]) and nonsense variant (c.2173A > T [p.(K725*)]) in KIAA0825 (also known as C5orf36). Although KIAA0825 encodes a protein of unknown function, it has been demonstrated that its murine ortholog is expressed during limb development. Our data contribute to the establishment of a catalog of genes important in limb patterning, which can aid in diagnosis and obtaining a better understanding of the biology of polydactyly.


Asunto(s)
Dedos/anomalías , Genes Recesivos/genética , Predisposición Genética a la Enfermedad/genética , Péptidos y Proteínas de Señalización Intracelular/genética , Mutación , Polidactilia/genética , Dedos del Pie/anomalías , Animales , Consanguinidad , Salud de la Familia , Femenino , Dedos/patología , Genotipo , Humanos , Masculino , Ratones Endogámicos C57BL , Linaje , Fenotipo , Polidactilia/patología , Dedos del Pie/patología , Secuenciación del Exoma/métodos
10.
J Hum Genet ; 64(2): 153-160, 2019 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-30498240

RESUMEN

Sinoatrial node dysfunction and deafness (SANDD) syndrome is rare and characterized by a low heart beat and severe-to-profound deafness. Additional features include fatigue, dizziness, and episodic syncope. The sinoatrial node (SAN) drives heart automaticity and continuously regulates heart rate. The CACNA1D gene encoding the Cav1.3 protein expressed in inner hair cells, atria and SAN, induces loss-of-function in channel activity and underlies SANDD. To date, only one variant c.1208_1209insGGG:p.(G403_V404insG) has been reported for SANDD syndrome. We studied five Pakistani families with SANDD and characterized a new missense variant p.(A376V) in CACNA1D in one family, and further characterized the founder variant p.(G403_V404insG) in four additional pedigrees. We show that affected individuals in the four families which segregate p.(G403_V404insG) share a 1.03 MB haplotype on 3p21.1 suggesting they share a common distant ancestor. In conclusion, we identified new and known variants in CACNA1D in five Pakistani families with SANDD. This study is of clinical importance as the CACNA1D founder variant is only observed in families from the Khyber Pakhtunkhwa (KPK) province, in Pakistan. Therefore, screening patients with congenital deafness for SAN dysfunction in this province could ensure adequate follow-up and prevent cardiac failure associated with SAN.


Asunto(s)
Canales de Calcio Tipo L/genética , Sordera/genética , Cardiopatías/genética , Mutación , Nodo Sinoatrial/patología , Adolescente , Sordera/complicaciones , Sordera/patología , Femenino , Cardiopatías/complicaciones , Cardiopatías/patología , Humanos , Masculino , Pakistán , Linaje , Pronóstico , Nodo Sinoatrial/metabolismo
12.
Hum Genet ; 137(6-7): 471-478, 2018 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-29971487

RESUMEN

Hereditary hearing impairment is a common sensory disorder that is genetically and phenotypically heterogeneous. In this study, we used a homozygosity mapping and exome sequencing strategy to study a consanguineous Pakistani family with autosomal recessive severe-to-profound hearing impairment. This led to the identification of a missense variant (p.Ile369Thr) in the LMX1A gene affecting a conserved residue in the C-terminus of the protein, which was predicted damaging by an in silico bioinformatics analysis. The p.Ile369Thr variant disrupts several C-terminal and homeodomain residue interactions, including an interaction with homeodomain residue p.Val241 that was previously found to be involved in autosomal dominant progressive HI. LIM-homeodomain factor Lmx1a is expressed in the inner ear through development, shows a progressive restriction to non-sensory epithelia, and is important in the separation of the sensory and non-sensory domains in the inner ear. Homozygous Lmx1a mutant mice (Dreher) are deaf with dysmorphic ears with an abnormal morphogenesis and fused and misshapen sensory organs; however, computed tomography performed on a hearing-impaired family member did not reveal any cochleovestibular malformations. Our results suggest that LMX1A is involved in both human autosomal recessive and dominant sensorineural hearing impairment.


Asunto(s)
Pérdida Auditiva Sensorineural/genética , Pérdida Auditiva/genética , Proteínas con Homeodominio LIM/genética , Factores de Transcripción/genética , Adolescente , Adulto , Animales , Niño , Modelos Animales de Enfermedad , Oído Interno/fisiopatología , Femenino , Genes Dominantes , Genes Recesivos , Pérdida Auditiva/fisiopatología , Pérdida Auditiva Sensorineural/fisiopatología , Homocigoto , Humanos , Proteínas con Homeodominio LIM/química , Masculino , Ratones , Mutación Missense , Linaje , Factores de Transcripción/química , Secuenciación del Exoma
13.
Clin Gastroenterol Hepatol ; 16(8): 1322-1332.e4, 2018 08.
Artículo en Inglés | MEDLINE | ID: mdl-29155355

RESUMEN

BACKGROUND & AIMS: Hyperbilirubinemia and hypoalbuminemia are features of hepatic dysfunction that associate with disease severity. This is because hepatic insufficiency causes hypoalbuminemia, which indirectly increases the circulating levels of free bilirubin. Circular dichroism (CD) spectroscopy can be used to quantify the molecular ellipticity (ME) of the albumin-bilirubin complex, and might associate with the severity or outcome of severe alcoholic hepatitis (SAH). METHODS: We performed a cross-sectional study of 265 patients with SAH admitted in the Department of Hepatology, Institute of Liver and Biliary Sciences in New Delhi, India from January 2014 through January 2016. Blood samples were collected and patients were followed for 12 months or death. The molar ratios of bilirubin: albumin and albumin-bilirubin complexes were determined for a discovery cohort (30 patients who survived the study period and 60 patients who did not survive) and compared with those of 60 patients with alcoholic cirrhosis and 30 healthy individuals (controls). Optical activities of albumin-bilirubin complexes in blood samples were determined by CD spectroscopy and compared among groups. Findings were validated in a separate cohort of 150 patients with SAH from the same institute. We studied the correlation between ME and albumin binding capacity (ABiC). RESULTS: The molar ratio of bilirubin: albumin was higher in patients with SAH than with alcoholic cirrhosis or controls (P < .05). Patients with SAH had different CD spectra and higher ME than the other groups (P < .01); ME correlated with model for end-stage liver disease score (with and without Na) and discriminant function (r2 > .3; P < .01). ME values above a cut off of 1.84 mdeg predicted 3-month mortality in patients with SAH with an area under receiver operating characteristic curve of 0.87 (95% CI, 0.79-0.95), a 77% positive predictive value, and a 90% negative predictive value. The hazard ratio and concordance index of ME values for 3-month mortality in patients with SAH was 10% higher than the hazard ratio and concordance index of model for end-stage liver disease score. In patients with SAH, there was an inverse correlation between ME and ABiC (r2 > 0.7; P < .01). We observed a significant reduction in ABiC with increasing levels of bilirubin in vitro prepared albumin-bilirubin complex. CONCLUSION: In a cross-sectional study of patients with SAH, we associated ME of the albumin-bilirubin complex, measured by CD spectroscopy, with outcomes of patients with SAH. Increased loading of bilirubin on albumin could explain reduced albumin function. Bilirubin removal by albumin dialysis might benefit patients with SAH.


Asunto(s)
Bilirrubina/química , Hepatitis Alcohólica/mortalidad , Hepatitis Alcohólica/patología , Albúmina Sérica Humana/química , Adulto , Anciano , Dicroismo Circular , Estudios Transversales , Femenino , Humanos , India , Masculino , Persona de Mediana Edad , Conformación Proteica , Análisis de Supervivencia
14.
J Hum Genet ; 63(11): 1099-1107, 2018 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-30177809

RESUMEN

LHFPL5, the gene for DFNB67, underlies autosomal recessive nonsyndromic hearing impairment. We identified seven Pakistani families that mapped to 6p21.31, which includes the LHFPL5 gene. Sanger sequencing of LHFPL5 using DNA samples from hearing impaired and unaffected members of these seven families identified four variants. Among the identified variants, two were novel: one missense c.452 G > T (p.Gly151Val) and one splice site variant (c.*16 + 1 G > A) were each identified in two families. Two known variants: c.250delC (p.Leu84*) and c.380 A > G (p.Tyr127Cys) were also observed in two families and a single family, respectively. Nucleotides c.452G and c.*16 + 1G and amino-acid residue p.Gly151 are under strong evolutionary conservation. In silico bioinformatics analyses predicted these variants to be damaging. The splice site variant (c.*16 + 1 G > A) is predicted to affect pre-mRNA splicing and a loss of the 5' donor splice site in the 3'-untranslated region (3'-UTR). Further analysis supports the activation of a cryptic splice site approximately 357-bp downstream, leading to an extended 3'-UTR with additional regulatory motifs. In conclusion, we identified two novel variants in LHFPL5, including a unique 3'-UTR splice site variant that is predicted to impact pre-mRNA splicing and regulation through an extended 3'-UTR.


Asunto(s)
Regiones no Traducidas 3' , Genes Recesivos , Enfermedades Genéticas Congénitas/genética , Pérdida Auditiva/genética , Proteínas de la Membrana/genética , Sitios de Empalme de ARN , Femenino , Humanos , Masculino
16.
Indian J Biochem Biophys ; 51(5): 416-9, 2014 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-25630112

RESUMEN

In vitro anticancer potential of methanolic and aqueous extracts of whole plants of Mentha arvensis, M. longifolia, M. spicata and M. viridis at concentration of 100 µg/ml was evaluated against eight human cancer cell lines--A-549, COLO-205, HCT-116, MCF-7, NCI-H322, PC-3, THP-1 and U-87MG from six different origins (breast, colon, glioblastoma, lung, leukemia and prostate) using sulphorhodamine blue (SRB) assay. Methanolic extracts of above-mentioned Mentha Spp. displayed anti-proliferative effect in the range of 70-97% against four human cancer cell lines, namely COLO-205, MCF-7, NCI-H322 and THP-1; however, aqueous extracts were found to be active against HCT-116 and PC-3. The results indicate that Mentha Spp. contain certain constituents with cytotoxic properties which may find use in developing anticancer agents.


Asunto(s)
Antineoplásicos/farmacología , Mentha/química , Mentha/clasificación , Neoplasias Experimentales/tratamiento farmacológico , Neoplasias Experimentales/patología , Fitoterapia/métodos , Extractos Vegetales/farmacología , Apoptosis/efectos de los fármacos , Línea Celular Tumoral , Supervivencia Celular/efectos de los fármacos , Relación Dosis-Respuesta a Droga , Humanos , Especificidad de la Especie
17.
Indian J Biochem Biophys ; 51(1): 46-51, 2014 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-24791416

RESUMEN

In vitro cytotoxic potential of extracts (95% and 50% ethanolic extract and hot water extract at concentration of 100 microg/ml) from leaves of Holarrhena antidysenterica was evaluated against fourteen human cancer cell lines--A-549, COLO-205, DU-145, HeLa, HEP-2, IMR-32, KB, MCF-7, NCI-H23, OVCAR-5, SiHa, SK-N-MC, SW-620 and ZR-75-1 from nine different tissues (breast, colon, cervix, CNS, lung, liver, oral, ovary and prostate) using SRB assay. The 95% ethanolic extract displayed maximum anti-proliferative effect in the range of 73-92% against eight human cancer cell lines, while 50% ethanolic extract showed cytotoxic activity in the range of 70-94% against seven human cancer cell lines. However, the hot water extract did not show any activity. Among the fractions of 95% and 50% ethanolic extract, significant cytotoxic activity was found in the chloroform soluble fraction of 95% ethanolic extract at 100 microg/ml; it inhibited the growth in the range of 71-99% of seven human cancer cell lines from five different tissues viz., OVCAR-5 (ovary), HT-29 (colon), SK-N-MC (neuroblastoma), HEP-2 (liver), COLO-205 (colon), NIH-OVCAR-3 (ovary) and A-549 (lung). The cytotoxic activity of chloroform soluble fraction was found to be higher than 5-flurouracil, adriamycin, mitomycin-c and paclitaxel (anticancer drugs used as positive controls). Further in vivo studies and identification of active components from the chloroform fraction and their exact mechanism of action could be useful in designing new anticancer therapeutic agents.


Asunto(s)
Antineoplásicos/farmacología , Holarrhena/química , Extractos Vegetales/farmacología , Hojas de la Planta/química , Antineoplásicos/aislamiento & purificación , Línea Celular Tumoral , Proliferación Celular/efectos de los fármacos , Humanos , Extractos Vegetales/aislamiento & purificación
19.
Comput Med Imaging Graph ; 109: 102294, 2023 10.
Artículo en Inglés | MEDLINE | ID: mdl-37713999

RESUMEN

BACKGROUND: Brain stroke is a leading cause of disability and death worldwide, and early diagnosis and treatment are critical to improving patient outcomes. Current stroke diagnosis methods are subjective and prone to errors, as radiologists rely on manual selection of the most important CT slice. This highlights the need for more accurate and reliable automated brain stroke diagnosis and localization methods to improve patient outcomes. PURPOSE: In this study, we aimed to enhance the vision transformer architecture for the multi-slice classification of CT scans of each patient into three categories, including Normal, Infarction, Hemorrhage, and patient-wise stroke localization, based on end-to-end vision transformer architecture. This framework can provide an automated, objective, and consistent approach to stroke diagnosis and localization, enabling personalized treatment plans based on the location and extent of the stroke. METHODS: We modified the Vision Transformer (ViT) in combination with neural network layers for the multi-slice classification of brain CT scans of each patient into normal, infarction, and hemorrhage classes. For stroke localization, we used the ViT architecture and convolutional neural network layers to detect stroke and localize it by bounding boxes for infarction and hemorrhage regions in a patient-wise manner based on multi slices. RESULTS: Our proposed framework achieved an overall accuracy of 87.51% in classifying brain CT scan slices and showed high precision in localizing the stroke patient-wise. Our results demonstrate the potential of our method for accurate and reliable stroke diagnosis and localization. CONCLUSION: Our study enhanced ViT architecture for automated stroke diagnosis and localization using brain CT scans, which could have significant implications for stroke management and treatment. The use of deep learning algorithms can provide a more objective and consistent approach to stroke diagnosis and potentially enable personalized treatment plans based on the location and extent of the stroke. Further studies are needed to validate our method on larger and more diverse datasets and to explore its clinical utility in real-world settings.


Asunto(s)
Encéfalo , Accidente Cerebrovascular , Humanos , Encéfalo/diagnóstico por imagen , Accidente Cerebrovascular/diagnóstico por imagen , Tomografía Computarizada por Rayos X , Hemorragia , Infarto
20.
Genes (Basel) ; 14(4)2023 04 05.
Artículo en Inglés | MEDLINE | ID: mdl-37107627

RESUMEN

Polydactyly is a rare autosomal dominant or recessive appendicular patterning defect of the hands and feet, phenotypically characterized by the duplication of digits. Postaxial polydactyly (PAP) is the most common form and includes two main types: PAP type A (PAPA) and PAP type B (PAPB). Type A involves a well-established extra digit articulated with the fifth or sixth metacarpal, while type B presents a rudimentary or poorly developed superfluous digit. Pathogenic variants in several genes have been identified in isolated and syndromic forms of polydactyly. The current study presents two Pakistani families with autosomal recessive PAPA with intra- and inter-familial phenotype variability. Whole-exome sequencing and Sanger analysis revealed a novel missense variant in KIAA0825 (c.3572C>T: p.Pro1191Leu) in family A and a known nonsense variant in GLI1 (c.337C>T: p.Arg113*) in family B. In silico studies of mutant KIAA0825 and GLI1 proteins revealed considerable structural and interactional modifications that suggest an abnormal function of the proteins leading to the disease phenotype. The present study broadens the mutational spectrum of KIAA0825 and demonstrates the second case of a previously identified GLI1 variant with variable phenotypes. These findings facilitate genetic counseling in Pakistani families with a polydactyly-related phenotype.


Asunto(s)
Polidactilia , Humanos , Proteína con Dedos de Zinc GLI1/genética , Polidactilia/genética , Polidactilia/patología , Dedos , Mutación
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