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1.
Blood ; 140(18): 1983-1992, 2022 11 03.
Artículo en Inglés | MEDLINE | ID: mdl-35930747

RESUMEN

Acquired hemophilia A (AHA) is a rare severe autoimmune bleeding disorder with significant morbidity and mortality. Although critical for disease control, there is no consensus for the best immunosuppressive regimen. Most authors use steroids first line, followed by other agents for steroid failures. Upfront combined regimens offer the advantage of reduced steroid exposure and toxicity as well as increased efficacy. We retrospectively analyzed data from 32 patients with AHA treated on an identical such institutional protocol: cyclophosphamide 1000 mg on days 1 and 22, dexamethasone 40 mg on days 1, 8, 15, and 22, and rituximab 100 mg on days 1, 8, 15, and 22 (the regimen was termed CyDRi). All patients received at least 1 cycle of CyDRi. If necessary, CyDRi was repeated until remission, no sooner than day 43 of the previous cycle. Bleeding control was rapidly achieved. The median time for bleeding control was 15.5 days (range, 0-429 days; interquartile range, 2.5-29.5 days). Thirty-one (96.8%) of 32 patients achieved durable complete remission (CR); 29 (90.6%) of 32 patients were alive at last follow-up, all of them in CR. The median time to reach first CR was 77 days (range, 19-939 days; interquartile range, 31-115 days). Toxicity and side effects were acceptable and milder than those of commonly used, prolonged steroid therapies. In conclusion, the CyDRi regimen produced markedly higher CR rates and overall survival than currently used sequential regimens. Taken together, CyDRi proved to be an attractive option for the immunosuppression of elderly patients with AHA.


Asunto(s)
Hemofilia A , Humanos , Anciano , Estudios Retrospectivos , Ciclofosfamida/efectos adversos , Hemorragia/tratamiento farmacológico , Hemorragia/etiología , Terapia de Inmunosupresión , Esteroides/uso terapéutico
2.
Int J Mol Sci ; 24(10)2023 May 22.
Artículo en Inglés | MEDLINE | ID: mdl-37240453

RESUMEN

Calcium (Ca2+) flux acts as a central signaling pathway in B cells, and its alterations are associated with autoimmune dysregulation and B-cell malignancies. We standardized a flow-cytometry-based method using various stimuli to investigate the Ca2+ flux characteristics of circulating human B lymphocytes from healthy individuals. We found that different activating agents trigger distinct Ca2+ flux responses and that B-cell subsets show specific developmental-stage dependent Ca2+ flux response patterns. Naive B cells responded with a more substantial Ca2+ flux to B cell receptor (BCR) stimulation than memory B cells. Non-switched memory cells responded to anti-IgD stimulation with a naive-like Ca2+ flux pattern, whereas their anti-IgM response was memory-like. Peripheral antibody-secreting cells retained their IgG responsivity but showed reduced Ca2+ responses upon activation, indicating their loss of dependence on Ca2+ signaling. Ca2+ flux is a relevant functional test for B cells, and its alterations could provide insight into pathological B-cell activation development.


Asunto(s)
Subgrupos de Linfocitos B , Linfocitos B , Humanos , Subgrupos de Linfocitos B/metabolismo , Células Productoras de Anticuerpos , Receptores de Antígenos de Linfocitos B/metabolismo , Diferenciación Celular
3.
Hum Mutat ; 43(12): 1872-1881, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-36317459

RESUMEN

ABCC6 promotes ATP efflux from hepatocytes to bloodstream. ATP is metabolized to pyrophosphate, an inhibitor of ectopic calcification. Pathogenic variants of ABCC6 cause pseudoxanthoma elasticum, a highly variable recessive ectopic calcification disorder. Incomplete penetrance may initiate disease heterogeneity, hence symptoms may not, or differently manifest in carriers. Here, we investigated whether incomplete penetrance is a source of heterogeneity in pseudoxanthoma elasticum. By integrating clinical and genetic data of 589 patients, we created the largest European cohort. Based on allele frequency alterations, we identified two incomplete penetrant pathogenic variants, c.2359G>A (p.Val787Ile) and c.1171A>G (p.Arg391Gly), with 6.5% and 2% penetrance, respectively. However, when penetrant, the c.1171A>G (p.Arg391Gly) manifested a clinically unaltered severity. After applying in silico and in vitro characterization, we suggest that incomplete penetrant variants are only deleterious if a yet unknown interacting partner of ABCC6 is mutated simultaneously. The low penetrance of these variants should be contemplated in genetic counseling.


Asunto(s)
Seudoxantoma Elástico , Humanos , Mutación , Seudoxantoma Elástico/genética , Seudoxantoma Elástico/metabolismo , Seudoxantoma Elástico/patología , Penetrancia , Adenosina Trifosfato , Proteínas Asociadas a Resistencia a Múltiples Medicamentos/genética
4.
Hum Mutat ; 42(11): 1473-1487, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34405919

RESUMEN

We aimed to identify incompletely penetrant (IP) variants and interallelic interactions in autosomal recessive disorders by a population-genetic approach. Genotype and clinical data were collected from 9038 patients of European origin with ASL, ATP7B, CAPN3, CFTR, CTNS, DHCR7, GAA, GALNS, GALT, IDUA, MUT, NPHS1, NPHS2, PAH, PKHD1, PMM2, or SLC26A4-related disorders. We calculated the relative allele frequency of each pathogenic variant (n = 1936) to the loss-of-function (LOF) variants of the corresponding gene in the patient ( ACptV/ACptLOF ) and the general population ( ACgnomADV/ACgnomADLOF ) and estimated the penetrance of each variant by calculating their ratio: (ACptV/ACptLOF)(ACgnomADV/ACgnomADLOF) (V/LOF ratio). We classified all variants as null or hypomorphic based on the associated clinical phenotype. We found 25 variants, 29% of the frequent 85 variants, to be underrepresented in the patient population (V/LOF ratio <30% with p < 7.22 × 10-5 ), including 22 novel ones in the ASL, CAPN3, CFTR, GAA, GALNS, PAH, and PKHD1 genes. In contrast to the completely penetrant variants (CP), the majority of the IP variants were hypomorphic (IP: 16/18, 88%; CP: 177/933, 19.0%; p = 5.12 × 10-10 ). Among them, only the NPHS2 R229Q variant was subject to interallelic interactions. The proposed algorithm identifies frequent IP variants and estimates their penetrance and interallelic interactions in large patient cohorts.


Asunto(s)
Alelos , Genes Recesivos , Enfermedades Genéticas Congénitas/genética , Genética de Población , Estudios de Cohortes , Femenino , Genes Letales , Humanos , Masculino
5.
Hum Mutat ; 39(12): 1854-1860, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-30260545

RESUMEN

NPHS2, encoding podocin, is the major gene implicated in steroid-resistant nephrotic syndrome. Its c.686G>A, p.R229Q variant is the first human variant with a mutation-dependent pathogenicity; it is only pathogenic when trans-associated to specific mutations. Secondary to its high allele frequency in the European, South Asian, African, and Latino populations, its benign trans-associations can be accidentally identified in affected patients. Distinguishing pathogenic and benign p.R229Q associations can be challenging. In this paper, we present the currently known pathogenic and benign associations, and show that a rare p.R229Q association can be considered pathogenic if the variant in trans meets the following criteria; it affects the 270-351 residues and alters but does not disrupt the oligomerization, its p.R229Q association is found in a family with slowly progressing focal segmental glomerulosclerosis, but is expected to be rare in the general population (<1:106 ). We show that >15% of the p.R229Q associations identified so far in patients are benign.


Asunto(s)
Péptidos y Proteínas de Señalización Intracelular/química , Péptidos y Proteínas de Señalización Intracelular/genética , Proteínas de la Membrana/química , Proteínas de la Membrana/genética , Síndrome Nefrótico/genética , Polimorfismo de Nucleótido Simple , Secuencias de Aminoácidos , Frecuencia de los Genes , Predisposición Genética a la Enfermedad , Glomeruloesclerosis Focal y Segmentaria/genética , Humanos , Conformación Proteica , Multimerización de Proteína , Medición de Riesgo
6.
Cytometry A ; 83(3): 287-93, 2013 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-23335202

RESUMEN

The transient increase of the cytoplasmic free calcium level in T lymphocytes plays a key role in initiating and maintaining the autoimmune reaction in rheumatoid arthritis (RA). Kv1.3 and IKCa1 potassium channels are important regulators of the maintenance of calcium influx during lymphocyte activation and present a possible target for selective immunomodulation. We aimed to compare peripheral T lymphocyte calcium influx kinetics upon activation in patients with recently diagnosed and established RA, and to demonstrate the differences in analysis of kinetic flow cytometry data when using two different algorithms. We took peripheral blood samples from nine patients with recently diagnosed and six patients with established RA. We evaluated calcium influx kinetics following activation in CD4, Th1, Th2, and CD8 cells applying an approach based on smoothing of median fluorescence values (FlowJo) and an algorithm based on function fitting (FacsKin). We assessed the sensitivity of the above subsets to specific inhibition of the Kv1.3 and IKCa1 potassium channels. Th2 cells of patients with established RA react slower to activating stimuli, whereas CD8 cells show a faster reaction than in patients with recently diagnosed RA. While initially Th1 cells are less sensitive to the inhibition of Kv1.3 and IKCa1 channels in RA, their sensitivity increases along with the duration of the disease. With the algorithm of function fitting instead of smoothing, more statistically significant differences of potassium channel inhibition between the two RA groups could be demonstrated. The function fitting algorithm applied by FacsKin is suitable to provide a common basis for evaluating and comparing flow cytometry kinetic data.


Asunto(s)
Artritis Reumatoide/inmunología , Transporte Biológico/fisiología , Calcio/metabolismo , Canales de Potasio/metabolismo , Adulto , Linfocitos T CD8-positivos/citología , Linfocitos T CD8-positivos/metabolismo , Señalización del Calcio/inmunología , Femenino , Citometría de Flujo , Humanos , Cinética , Activación de Linfocitos , Masculino , Persona de Mediana Edad , Bloqueadores de los Canales de Potasio/farmacología , Células TH1/citología , Células TH1/metabolismo , Células Th2/citología , Células Th2/metabolismo
7.
Front Immunol ; 13: 1039166, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36389812

RESUMEN

Anti-thyroid antibody (ATA) positivity affects 1 out of 9 women in childbearing age and presents a significant risk for infertility. Emerging evidence indicates that alterations in the B cell receptor induced calcium (Ca2+) signaling could be key in the development of autoimmunity. We aimed to investigate the Ca2+ flux response of B lymphocyte subsets to BCR stimulation in Hashimoto's thyroiditis and related infertility. We collected peripheral blood samples from ATA+, infertile, euthyroid patients (HIE), hypothyroid, ATA+ patients before (H1) and after levothyroxine treatment (H2), and age-matched healthy controls (HC). All B cell subsets of ATA+, infertile, euthyroid patients showed elevated basal Ca2+ level and hyper-responsivity to BCR ligation compared to the other groups, which could reflect altered systemic immune function. The Ca2+ flux of hypothyroid patients was similar to healthy controls. The levothyroxine-treated patients had decreased prevalence of CD25+ B cells and lower basal Ca2+ level compared to pre-treatment. Our results support the role of altered Ca2+ flux of B cells in the early phase of thyroid autoimmunity and infertility.


Asunto(s)
Enfermedad de Hashimoto , Hipotiroidismo , Infertilidad Femenina , Humanos , Femenino , Tiroxina , Autoanticuerpos
8.
Orv Hetil ; 161(33): 1373-1381, 2020 08.
Artículo en Húngaro | MEDLINE | ID: mdl-32749234

RESUMEN

INTRODUCTION: Osteoarthritis (OA) as the most common joint disease is a major public health concern. AIM: To investigate the effect of multimorbidity on functional and quality of life outcomes in women with generalized osteoathritis (hand and knee arthritis, GOA). METHOD: In this cross-sectional study, patients according to the American College of Rheumatology (ACR) criteria for OA were invited. The control group consisted of subjects without any musculoskeletal symptoms, osteoarthritis or inflammatory rheumatic disease. Comorbidity count was calculated from the investigated comorbidities. In the GOA group, the function was assessed by Western Ontario and McMaster Universities Arthritis Index (WOMAC), Cochin Hand Scale, Knee Injury and Osteoarthritis Outcome Score (KOOS), Health Assessment Questionnaire (HAQ), while quality of life was measured in both groups with the EuroQol-5D Scale. Interaction between summarized comorbidity count, age, body mass index (BMI) and scores were analysed. Descriptive statistics, two-sample t-test and Pearson's correlation test were used for data analysis. RESULTS: The study groups included 200-200 participants with a similar age spread. Significant correlation was demonstrated in both study groups between higher comorbidity count and older age (0.37, p<0.001, and 0.24, p<0.001 in the GOA and the control group, respectively) and higher BMI (0.18, p: 0.01, and 0.45, p<0.001 in the GOA and the control group, respectively). In GOA, the increasing comorbidity number had a negative effect on the measured outcomes. CONCLUSIONS: Age and BMI showed strong correlation with multimorbidity in both groups. The lower correlation between BMI and comorbidity count in the GOA group requires further investigation and may suggest different interactions. Orv Hetil. 2020; 161(32): 1332-1340.


Asunto(s)
Actividades Cotidianas , Osteoartritis de la Rodilla/psicología , Calidad de Vida , Factores de Edad , Anciano , Índice de Masa Corporal , Estudios de Casos y Controles , Comorbilidad , Estudios Transversales , Femenino , Humanos , Multimorbilidad , Dolor/epidemiología
9.
Immunobiology ; 218(3): 311-6, 2013 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-22705192

RESUMEN

OBJECTIVE: The transient increase of the cytoplasmic free calcium level plays a key role in the process of lymphocyte activation. Kv1.3 and IKCa1 potassium channels are important regulators of the maintenance of calcium influx during lymphocyte activation and present a possible target for selective immunomodulation. DESIGN: Case-control study. SUBJECTS AND METHODS: We took peripheral blood samples from 10 healthy individuals and 9 recently diagnosed rheumatoid arthritis (RA) patients receiving no anti-rheumatic treatment. We evaluated calcium influx kinetics following activation in CD4, Th1, Th2 and CD8 cells applying a novel flow cytometry approach. We also assessed the sensitivity of the above subsets to specific inhibition of the Kv1.3 and IKCa1 potassium channels. RESULTS: The peak of calcium influx in lymphocytes isolated from RA patients is reached more rapidly, indicating that they respond more quickly to stimulation compared to controls. In healthy individuals, the inhibition of the IKCa1 channel decreased calcium influx in Th2 and CD4 cells to a lower extent than in Th1 and CD8 cells. On the contrary, the inhibition of Kv1.3 channels resulted in a larger decrease of calcium entry in Th2 and CD4 than in Th1 and CD8 cells. No difference was detected between Th1 and Th2 or CD4 and CD8 cells in the sensitivity to IKCa1 channel inhibition among lymphocytes of RA patients. However, specific inhibition of the Kv1.3 channel acts differentially on calcium influx kinetics in RA lymphocyte subsets. Th2 and particularly CD8 cells are inhibited more dominantly than Th1 and CD4 cells. CONCLUSION: The inhibition of Kv1.3 channels does not seem to be specific enough in peripheral RA lymphocytes, since anti-inflammatory Th2 cells are also affected to a noteworthy extent.


Asunto(s)
Artritis Reumatoide/inmunología , Linfocitos T CD4-Positivos/efectos de los fármacos , Linfocitos T CD8-positivos/efectos de los fármacos , Canales de Potasio de Conductancia Intermedia Activados por el Calcio/antagonistas & inhibidores , Canal de Potasio Kv1.3/antagonistas & inhibidores , Células TH1/efectos de los fármacos , Células Th2/efectos de los fármacos , Adulto , Linfocitos T CD4-Positivos/inmunología , Linfocitos T CD8-positivos/inmunología , Señalización del Calcio/efectos de los fármacos , Estudios de Casos y Controles , Femenino , Humanos , Canales de Potasio de Conductancia Intermedia Activados por el Calcio/metabolismo , Canal de Potasio Kv1.3/metabolismo , Activación de Linfocitos , Masculino , Persona de Mediana Edad , Terapia Molecular Dirigida , Bloqueadores de los Canales de Potasio/farmacología , Venenos de Escorpión/farmacología , Células TH1/inmunología , Células Th2/inmunología
10.
Assay Drug Dev Technol ; 10(1): 97-104, 2012 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-21919740

RESUMEN

The aim of our work was to establish flow cytometry methods for the characterization of mitochondrial Ca(2+) levels, plasma membrane potential, and superoxide generation and to relate kinetics to that of cytoplasmic Ca(2+) levels during short-term activation of T-lymphocytes. We monitored the change of fluorescence absorbance of sequentially measured Jurkat cells for 12 min. The cells were stained with the fluorescent dyes Fluo3-AM, Rhod2/AM, di-BA-C4-(5), or dihydroethidium and then were stimulated with increasing doses of phytohemagglutinin (PHA) or were treated with rotenone. Double-logistic function was fitted to cytoplasmic Ca(2+) signal and mitochondrial Ca(2+) levels, whereas logistic function was fitted to plasma membrane potential and superoxide levels. The calculated function parameters were area under the curve (AUC), maximum (Max), time to reach maximum (t(max)), slope at the first 50% value of Max (Slope), and ending (End) values, respectively. We found significant dose-response relationship between PHA dose and cytoplasmic Ca(2+) signals (AUC, Max, Slope: P<0.05), mitochondrial Ca(2+) levels (AUC and Max: P<0.05), and plasma membrane potential (AUC and End values: P<0.05). In rotenone-treated cells, superoxide generation increased in a dose-dependent manner (P<0.05 for AUC and End values, respectively). The present methodology provides an opportunity for monitoring and characterizing mitochondrial Ca(2+) levels, plasma membrane potential, and superoxide generation in PHA-activated or rotenone-treated Jurkat cells with flow cytometry.


Asunto(s)
Membrana Celular/metabolismo , Citometría de Flujo/métodos , Líquido Intracelular/metabolismo , Señalización del Calcio/fisiología , Membrana Celular/química , Humanos , Líquido Intracelular/química , Células Jurkat , Potenciales de la Membrana/fisiología , Superóxidos/metabolismo
11.
Immunobiology ; 217(1): 37-43, 2012 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-21899918

RESUMEN

Preliminary data suggest different intracellular calcium handling of Th1 and Th2 lymphocytes that may contribute to distinct cytokine production patterns. In this study we explored the contribution of the main mechanisms in charge of the elevation and decrease of cytoplasmic free calcium levels, i.e., the endoplasmic calcium release, the calcium release activated calcium (CRAC) channel, the mitochondrial calcium uniporter (MCU), the sarco/endoplasmic reticulum calcium ATPase (SERCA), and the plasma membrane calcium ATPase (PMCA) during the first 10 min of activation in human Th1 and Th2 lymphocytes applying a kinetic flow cytometry approach. We isolated peripheral blood mononuclear cells from 10 healthy individuals. Cells were stained with CD4, CXCR3 and CCR4 cell surface markers to identify Th1 and Th2 cells, respectively and loaded with Fluo-3/AM calcium sensitive dye. Cells were activated with phytohemagglutinine and alterations of cytoplasmic free calcium levels were monitored for 10 min after specific inhibition of the above mechanisms. Our results revealed delicate differences in calcium flux kinetics of Th1 and Th2 lymphocytes. The lower activity of MCU, and therefore of CRAC channels, along with the higher activity of the SERCA pump account for the notion that Th2 cells go through a lower level of lymphocyte activation compared with Th1 cells upon identical activating stimuli. The observed differences in calcium flux of Th1 and Th2 cells may contribute to different calcium handling kinetics and, hence, to distinct cytokine production patterns by these subsets.


Asunto(s)
Señalización del Calcio/inmunología , Calcio/metabolismo , Citocinas/inmunología , Citosol/metabolismo , Inmunidad Celular , Células TH1/metabolismo , Células Th2/metabolismo , Adulto , Compuestos de Anilina/análisis , Biomarcadores/metabolismo , Canales de Calcio/inmunología , Canales de Calcio/metabolismo , Citocinas/biosíntesis , Citosol/inmunología , Femenino , Citometría de Flujo , Humanos , Cinética , Activación de Linfocitos/efectos de los fármacos , Activación de Linfocitos/inmunología , Masculino , Proteína ORAI1 , Fitohemaglutininas/farmacología , ATPasas Transportadoras de Calcio de la Membrana Plasmática/inmunología , ATPasas Transportadoras de Calcio de la Membrana Plasmática/metabolismo , ATPasas Transportadoras de Calcio del Retículo Sarcoplásmico/inmunología , ATPasas Transportadoras de Calcio del Retículo Sarcoplásmico/metabolismo , Células TH1/citología , Células TH1/inmunología , Células Th2/citología , Células Th2/inmunología , Xantenos/análisis
12.
J Neuroimmunol ; 237(1-2): 80-6, 2011 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-21764463

RESUMEN

Kv1.3 and IKCa1 potassium channels play an important role in the maintenance of calcium-influx during lymphocyte activation and present a possible target for selective immunomodulation. We investigated the calcium-influx characteristics of Th1, Th2, CD4, CD8 T-lymphocytes isolated from multiple sclerosis patients without or with interferon-beta therapy, and its modulation by Kv1.3 and IKCa1 channel inhibitors using flow cytometry. Specific immunomodulation of the CD8 subset can be reached through inhibition of Kv1.3 channels in multiple sclerosis patients without interferon-beta. However, this effect is not specific enough concerning all lymphocyte subsets influencing the autoimmune response, since it also affects anti-inflammatory Th2 cells.


Asunto(s)
Señalización del Calcio/inmunología , Calcio/metabolismo , Interferón beta/uso terapéutico , Esclerosis Múltiple Recurrente-Remitente/inmunología , Esclerosis Múltiple Recurrente-Remitente/terapia , Subgrupos de Linfocitos T/inmunología , Subgrupos de Linfocitos T/metabolismo , Adulto , Linfocitos T CD4-Positivos/inmunología , Linfocitos T CD4-Positivos/metabolismo , Linfocitos T CD8-positivos/inmunología , Linfocitos T CD8-positivos/metabolismo , Células Cultivadas , Femenino , Humanos , Cinética , Masculino , Persona de Mediana Edad , Esclerosis Múltiple Recurrente-Remitente/patología , Proyectos Piloto , Células TH1/inmunología , Células TH1/metabolismo , Células Th2/inmunología , Células Th2/metabolismo , Adulto Joven
13.
Immunol Lett ; 133(1): 35-41, 2010 Sep 06.
Artículo en Inglés | MEDLINE | ID: mdl-20603149

RESUMEN

Kv1.3 and IKCa1 potassium channels participate in the maintenance of calcium-influx during lymphocyte activation. Kv1.3 channels have a prominent role in specific T cell subsets, presenting a possible target for selective immunomodulation. We investigated the impact of Kv1.3 and IKCa1 channel inhibitors on calcium-influx characteristics in human T cells in type 1 diabetes mellitus. We isolated lymphocytes from 9 healthy and 9 type 1 diabetic individuals and measured the alteration of calcium-influx with flow cytometry in the Th1, Th2, CD4 and CD8 subsets after treatment of samples with specific channel inhibitors. Our results indicate an increased reactivity of type 1 diabetes lymphocytes, which is correlated to their increased sensitivity to Kv1.3 channel inhibition. However, the contribution of Kv1.3 channels to calcium flux is not exclusive for a specific lymphocyte subset as previous reports suggest, but is characteristic for each subset investigated. Therefore, the proposed inhibition of Kv1.3 channels as a novel therapeutic approach for the treatment of type 1 diabetes mellitus may have a major effect on overall lymphocyte function in this disease.


Asunto(s)
Diabetes Mellitus Tipo 1/inmunología , Canal de Potasio Kv1.3/metabolismo , Subgrupos de Linfocitos T/efectos de los fármacos , Células TH1/efectos de los fármacos , Células Th2/efectos de los fármacos , Adulto , Antígenos CD4/biosíntesis , Antígenos CD8/biosíntesis , Señalización del Calcio/efectos de los fármacos , Células Cultivadas , Diabetes Mellitus Tipo 1/tratamiento farmacológico , Diabetes Mellitus Tipo 1/patología , Diabetes Mellitus Tipo 1/fisiopatología , Humanos , Canales de Potasio de Conductancia Intermedia Activados por el Calcio/antagonistas & inhibidores , Canales de Potasio de Conductancia Intermedia Activados por el Calcio/inmunología , Canales de Potasio de Conductancia Intermedia Activados por el Calcio/metabolismo , Canal de Potasio Kv1.3/antagonistas & inhibidores , Canal de Potasio Kv1.3/inmunología , Activación de Linfocitos/efectos de los fármacos , Masculino , Persona de Mediana Edad , Pirazoles/farmacología , Venenos de Escorpión/farmacología , Subgrupos de Linfocitos T/inmunología , Subgrupos de Linfocitos T/metabolismo , Subgrupos de Linfocitos T/patología , Células TH1/inmunología , Células TH1/metabolismo , Células TH1/patología , Células Th2/inmunología , Células Th2/metabolismo , Células Th2/patología
14.
Pediatr Res ; 62(5): 610-4, 2007 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-17805198

RESUMEN

Studies have been performed to describe the significance of genetic polymorphisms in complications associated with disturbed perinatal adaptation. Due to the large number of interacting factors, the results of classic statistical methods are often inconsistent. The random forest technique (RFT) is a robust nonparametric statistical approach that overcomes this problem through the calculation of the importance of each factor. We used RFT to reanalyze the importance of 24 genetic polymorphisms in the classification of preterm infants (birth weight, 680-1460 g, n = 100) to affected and unaffected groups according to the presence of acute perinatal complications. The accuracy of classification was between 0.5 and 0.8 for each complication when only birth data were considered. However, when genetic polymorphisms with the highest importance scores (ISs) were included in the analysis, the accuracy of classification according overall morbidity, necrotizing enterocolitis (NEC), acute renal failure (ARF), infant respiratory distress syndrome (IRDS), cardiac failure (CF), and patent ductus arteriosus (PDA) improved from 0.69, 0.60, 0.70, 0.72, 0.68, and 0.57 to 0.77, 0.70, 0.76, 0.77, 0.76, and 0.64, respectively. Our findings suggest that genetic polymorphisms identified by RFT as predictors may improve the risk assessment of preterm infants. RFT is a suitable tool to develop risk factor patterns in this population.


Asunto(s)
Adaptación Fisiológica , Pruebas Genéticas , Enfermedades del Recién Nacido/genética , Recien Nacido Prematuro , Recién Nacido de muy Bajo Peso , Polimorfismo Genético , Lesión Renal Aguda/diagnóstico , Lesión Renal Aguda/genética , Lesión Renal Aguda/fisiopatología , Interpretación Estadística de Datos , Conducto Arterioso Permeable/diagnóstico , Conducto Arterioso Permeable/genética , Conducto Arterioso Permeable/fisiopatología , Enterocolitis Necrotizante/diagnóstico , Enterocolitis Necrotizante/genética , Enterocolitis Necrotizante/fisiopatología , Femenino , Predisposición Genética a la Enfermedad , Genotipo , Edad Gestacional , Insuficiencia Cardíaca/diagnóstico , Insuficiencia Cardíaca/genética , Insuficiencia Cardíaca/fisiopatología , Humanos , Recién Nacido , Enfermedades del Recién Nacido/diagnóstico , Enfermedades del Recién Nacido/fisiopatología , Masculino , Valor Predictivo de las Pruebas , Síndrome de Dificultad Respiratoria del Recién Nacido/diagnóstico , Síndrome de Dificultad Respiratoria del Recién Nacido/genética , Síndrome de Dificultad Respiratoria del Recién Nacido/fisiopatología , Medición de Riesgo , Factores de Riesgo
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