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1.
Cell Biochem Funct ; 41(1): 112-127, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36517964

RESUMEN

The expeditious transmission of the severe acute respiratory coronavirus 2 (SARS-CoV-2), a strain of COVID-19, crumbled the global economic strength and caused a veritable collapse in health infrastructure. The molecular modeling of the novel coronavirus research sounds promising and equips more evidence about the pragmatic therapeutic options. This article proposes a machine-learning framework for identifying potential COVID-19 transcriptomic signatures. The transcriptomics data contains immune-related genes collected from multiple tissues (blood, nasal, and buccal) with accession number: GSE183071. Extensive bioinformatics work was carried out to identify the potential candidate markers, including differential expression analysis, protein interactions, gene ontology, and KEGG (Kyoto Encyclopedia of Genes and Genomes) pathway enrichment studies. The overlapping investigation found SERPING1, the gene that encodes a glycosylated plasma protein C1-INH, in all three datasets. Furthermore, the immuno-informatics study was conducted on the C1-INH protein. 5DU3, the protein identifier of C1-INH, was fetched to identify the antigenicity, major histocompatibility (MHC) Class I and II binding epitopes, allergenicity, toxicity, and immunogenicity. The screening of peptides satisfying the vaccine-design criteria based on the metrics mentioned above is performed. The drug-gene interaction study reported that Rhucin is strongly associated with SERPING1. HSIC-Lasso (Hilbert-Schmidt independence criterion-least absolute shrinkage and selection operator), a model-free biomarker selection technique, was employed to identify the genes having a nonlinear relationship with the target class. The gene subset is trained with supervised machine learning models by a leave-one-out cross-validation method. Explainable artificial intelligence techniques perform the model interpretation analysis.


Asunto(s)
Inteligencia Artificial , Tratamiento Farmacológico de COVID-19 , COVID-19 , Proteína Inhibidora del Complemento C1 , SARS-CoV-2 , Humanos , Proteína Inhibidora del Complemento C1/genética , Biología Computacional , COVID-19/genética , COVID-19/inmunología , SARS-CoV-2/efectos de los fármacos , Perfilación de la Expresión Génica , Aprendizaje Automático , Inmunidad/genética , Vacunas contra la COVID-19/genética , Vacunas contra la COVID-19/inmunología
2.
Lung India ; 39(2): 169-173, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35259800

RESUMEN

Introduction: Long-term quality of life, return to work, economic consequences following Acute Respiratory Distress Syndrome (ARDS) are not well described in India. This study was aimed to address the question. Methods: A prospective cohort study of 109 ARDS survivors were followed up for a minimum of 6 months following discharge. Quality of life was assessed using the SF-36 questionnaire. Respiratory quality was assessed using the St Georges Respiratory Questionnaire. Time to return to work was documented. Costs-direct medical, as well as indirect were documented up to 6 months. Results: At 6 months, 6/109 (5.5%) had expired. Low energy/vitality and general heath were noted in the SF-36 scores at 6 months; overall a moderate quality of life. Pulmonary function tests had mostly normalized. Six-min walk distance was 77% of predicted. Respiratory quality of life was good. It took at the median of 111 days to go back Interquartile range (55-193.5) to work with 88% of previously employed going back to work. There were no significant differences in the severity of ARDS and any of these outcomes at 6 months. The average total cost from the societal perspective was ₹ 231,450 (standard deviation 146,430-, 387,300). There was a significant difference between the 3-ARDS severity groups and costs (P < 0.01). There were no independent predictors of return to work. Conclusion: ARDS survivors have low 6-month mortality. Pulmonary physiology and exercise capacity was mostly normal. Overall, quality of life is average was moderate, while respiratory quality of life was good. Return to work was excellent, while cost of care falls under a catastrophic heath expense.

3.
J Vector Borne Dis ; 58(1): 33-38, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34818861

RESUMEN

BACKGROUND AND OBJECTIVES: Fever defervescence in scrub typhus, a zoonotic bacterial infection is used as a surrogate marker of disease resolution. Failure of fever defervescence prompts clinicians to suspect alternate diagnoses and treatment. In this observational study, various treatment regimens were correlated with clinical outcomes. METHODS: All adult patients with a diagnosed scrub typhus were included; various antibiotic regimens used and clinical outcomes were studied. Data was analyzed using SPSS software for windows 16, with a 2-sided P-value of 0.05 or less was considered statistically significant. RESULTS: In 177 hospitalized patients with scrub typhus, combination therapy (doxycycline and azithromycin) was used in 74 subjects with doxycycline and azithromycin used in 46 and 57 subjects, respectively. Incidence of delayed defervescence was seen in 31.6%, Combination therapy being preferred in sicker patients (SOFA score 8.82). Presence of respiratory dysfunction was associated with a delay in fever defervescence [risk ratio 2.50(1.18-5.3)]. Patients receiving doxycycline did better in terms of oxygen requirement and the presence of hypotension. The overall case fatality rate was 5.6%. The severity of illness rather than the choice of antibiotics predicted the outcome in scrub typhus. INTERPRETATION & CONCLUSION: Combination therapy with doxycycline and azithromycin is the most common regimen used. Incidence of delayed defervescence (31.6%) is increasing despite therapy and the involvement of respiratory dysfunction is an independent predictor of delayed fever defervescence.


Asunto(s)
Tifus por Ácaros , Adulto , Antibacterianos/uso terapéutico , Azitromicina/uso terapéutico , Doxiciclina/uso terapéutico , Humanos , India/epidemiología , Estudios Prospectivos , Tifus por Ácaros/complicaciones , Tifus por Ácaros/tratamiento farmacológico , Tifus por Ácaros/epidemiología , Centros de Atención Terciaria
4.
J Family Med Prim Care ; 8(1): 97-101, 2019 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-30911487

RESUMEN

The incidence of (Human immune deficiency) HIV in India has fallen by 58% since the onset of the HIV epidemic. As of 2016 there are 2.1 million people living in India with HIV and only 49% of the adults with HIV are on ART (1). The HIV infected individuals may require intensive care due to various reasons. This study attempts to look at the outcomes of these patients admitted in the intensive care unit and the predictors of these outcomes. AIMS: 1. To assess the outcomes of critically ill HIV infected patients admitted in the medical intensive care unit. 2. Assessment of the factors that are likely to influence the outcome. MATERIALS AND METHODS: it is a retrospective medical review of all the patient records available on our electronic database. The study period was January 2008 - October 2013. RESULTS: in our study cohort the commonest reason for admission into the intensive care unit was sepsis associated with multi organ dysfunction (64%). A low CD 4 count, renal failure acute respiratory distress syndrome, and hypotension and multi organ dysfunction were predictive of a poor outcome in our study. CONCLUSION: The most common cause of admission of PLHIV in ours study cohort was Infections, ART associated side effects and low CD4 counts, presence of multi organ dysfunction, acute respiratory distress syndrome (ARDS), hypotension were associated with adverse outcomes.

6.
Indian J Med Microbiol ; 36(3): 344-351, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30429385

RESUMEN

BACKGROUND: Pseudomonas aeruginosa is one of the most common opportunistic pathogens that cause severe infections in humans. The burden of carbapenem resistance is particularly high and is on the rise. Very little information is available on the molecular mechanisms and its clonal types of carbapenem-resistant P. aeruginosa seen in Indian hospitals. This study was undertaken to monitor the ß-lactamase profile and to investigate the genetic relatedness of the carbapenemase-producing (CP) P. aeruginosa collected across different hospitals from India. MATERIALS AND METHODS: A total of 507 non-duplicate, carbapenem-resistant P. aeruginosa isolated from various clinical specimens collected during 2014-2017 across seven Indian hospitals were included. Conventional multiplex polymerase chain reaction for the genes encoding beta-lactamases such as extended-spectrum beta-lactamase (ESBL) and carbapenemase were screened. A subset of isolates (n = 133) of CP P. aeruginosa were genotyped by multilocus sequence typing (MLST) scheme. RESULTS: Of the total 507 isolates, 15%, 40% and 20% were positive for genes encoding ESBLs, carbapenemases and ESBLs + carbapenemases, respectively, whilst 25% were negative for the ß-lactamases screened. Amongst the ESBL genes, blaVEB is the most predominant, followed by blaPER and blaTEM, whilst blaVIM and blaNDM were the most predominant carbapenemases seen. However, regional differences were noted in the ß-lactamases profile across the study sites. Genotyping by MLST revealed 54 different sequence types (STs). The most common are ST357, ST235, ST233 and ST244. Six clonal complexes were found (CC357, CC235, CC244, CC1047, CC664 and CC308). About 24% of total STs are of novel types and these were found to emerge from the high-risk clones. CONCLUSION: This is the first large study from India to report the baseline data on the molecular resistance mechanisms and its association with genetic relatedness of CP P. aeruginosa circulating in Indian hospitals. blaVIM- and blaNDM-producing P. aeruginosa is the most prevalent carbapenemase seen in India. Majority of the isolates belongs to the high-risk international clones ST235, ST357 and ST664 which is a concern.


Asunto(s)
Proteínas Bacterianas/genética , Genotipo , Epidemiología Molecular , Infecciones por Pseudomonas/epidemiología , Infecciones por Pseudomonas/microbiología , Pseudomonas aeruginosa/clasificación , Pseudomonas aeruginosa/enzimología , beta-Lactamasas/genética , Proteínas Bacterianas/análisis , Infección Hospitalaria/epidemiología , Infección Hospitalaria/microbiología , Variación Genética , Humanos , India/epidemiología , Tipificación de Secuencias Multilocus , Reacción en Cadena de la Polimerasa Multiplex , Prevalencia , Pseudomonas aeruginosa/genética , Pseudomonas aeruginosa/aislamiento & purificación , beta-Lactamasas/análisis
7.
Trop Doct ; 48(2): 100-102, 2018 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-29235968

RESUMEN

The diagnosis of disseminated tuberculosis (TB) in advanced HIV infection is often delayed because of difficulty in obtaining suitable specimens for culture. A total of 32 such patients from South India with positive mycobacterial blood cultures were studied over ten years. Almost all (90%) had a febrile illness and the majority (68.7%) had clinical lung involvement, but only 27.3% had positive sputum smears. Liver biopsy yielded a positive diagnosis in only 1/7. Cytopenia was almost universal (96.9%). Bone marrow cultures were, however, positive in 54.8%, of whom one-quarter grew atypical mycobacteria. Mycobacterial blood culture is therefore a useful adjunct test to diagnose TB in advanced HIV.


Asunto(s)
Bacteriemia/diagnóstico , Sangre/microbiología , Mycobacterium tuberculosis/aislamiento & purificación , Tuberculosis/diagnóstico , Adolescente , Adulto , Biopsia , Cultivo de Sangre , Médula Ósea , Femenino , Humanos , India , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Esputo/microbiología , Adulto Joven
8.
J Family Med Prim Care ; 6(1): 155-157, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29026772

RESUMEN

Scorpion bites are a common problem in Southern parts of India. The sting of Mesobuthus tamulus belonging to the Buthidae family is known for being fatal. The toxidrome of scorpion sting is known for its effect on the cardiovascular system, and there have been rare reports of cerebrovascular accidents as well. We describe a case of lateral medullary syndrome secondary to scorpion sting. As per the knowledge of the authors, this is the first case report of the same.

9.
J Family Med Prim Care ; 6(3): 672-673, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29417032

RESUMEN

N, N'-dimethyl-4, 4'-bipyridinium dichloride (paraquat) is a widely used synthetic, nonselective contact herbicide. Ingestion of toxic doses of paraquat can be fatal with life-threatening effects on the lungs, gastrointestinal (GI) tract, kidney, liver, heart, and other organs. Till date, there are no specific antidotes and none of the current treatments have proven efficacious. The prognosis is uniformly poor worldwide, including those who treat aggressively with multimodal therapies. Long-term survivors are few, and have GI and pulmonary complications. Hence, prevention needs to be the utmost priority, and on exposure, aggressive decontamination should be initiated. Although it is a very common herbicide, there are very few cases reported from India and awareness among people needs to be widened.

10.
J Family Med Prim Care ; 6(3): 666-668, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29417030

RESUMEN

Hansen's disease can present with varied and subtle symptoms which can be missed. A middle-aged gentleman presented with swelling of face and hands. Detailed examination and investigations confirmed borderline tuberculoid leprosy with lepra reaction. A high index of suspicion with vigilance can help to make an early diagnosis in this potentially treatable condition.

11.
J Assoc Physicians India ; 64(2): 81-82, 2016 02.
Artículo en Inglés | MEDLINE | ID: mdl-27730793

RESUMEN

Ondansetron is widely used in general practice for nausea and vomiting due to any cause. We report a rare side effect, life-threatening hypokalaemia following intravenous Ondansetron injection. It may be judicious to restrict the use of Odansetron to patients with severe vomiting due to chemotherapy or in post-operative state. Life-threatening hypokalemia can occur without any warning and may be difficult to manage in a primary set up.


Asunto(s)
Antieméticos/administración & dosificación , Antieméticos/efectos adversos , Hipopotasemia/inducido químicamente , Hipotonía Muscular/etiología , Náusea/tratamiento farmacológico , Ondansetrón/administración & dosificación , Ondansetrón/efectos adversos , Fiebre/etiología , Humanos , Masculino , Persona de Mediana Edad , Náusea/etiología
12.
Indian J Pathol Microbiol ; 59(3): 420-1, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-27510696

RESUMEN

We report a case of Shigella flexneri serotype-2 causing bacteremia in an elderly gentleman with uncontrolled diabetes mellitus, who had no other apparent risk factors. Antibiotic susceptibility testing revealed that the organism was a multidrug resistant extended spectrum beta-lactamase producing straian, which was confirmed by molecular characterization. This rare case alerts both the clinician and microbiologist to a previously unaddressed risk factor of Shigella spp. causing bacteremia, as well as emerging resistant strains that are on the rise in immunocompromised patients.


Asunto(s)
Bacteriemia/diagnóstico , Complicaciones de la Diabetes/diagnóstico , Disentería Bacilar/diagnóstico , Serogrupo , Shigella flexneri/enzimología , beta-Lactamasas/metabolismo , Anciano , Bacteriemia/microbiología , ADN Bacteriano/genética , Farmacorresistencia Bacteriana Múltiple , Disentería Bacilar/microbiología , Electroforesis , Humanos , Masculino , Pruebas de Sensibilidad Microbiana , Reacción en Cadena de la Polimerasa , Shigella flexneri/clasificación , Shigella flexneri/aislamiento & purificación , beta-Lactamasas/genética
13.
Indian J Occup Environ Med ; 20(3): 150-152, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-28446841

RESUMEN

A 21-year-old gentleman, a worker in a mobile phone shop, was admitted with rhabdomyolysis, renal failure, and pulmonary edema requiring mechanical ventilation and hemodialysis. After extensive workup and ruling out other causes, heavy metal poisoning was considered. Investigations during the course of the hospital stay revealed chromium poisoning. With repeated hemodialysis, his parameters normalized and he was discharged home in a stable condition. Diagnosis of chromium toxicity needs high index of suspicion. A history of occupational exposure might offer a clue to diagnosis. With hemodialysis and supportive care, it is a potentially salvageable condition.

14.
J Assoc Physicians India ; 63(8): 87-8, 2015 08.
Artículo en Inglés | MEDLINE | ID: mdl-27604446

RESUMEN

Recent evidence has shown that high level of factor VIII is associated with increased risk of thromboembolism. High factor VIII levels are associated with a seven-fold increase in the risk of venous thrombosis. Renal vein thrombosis is usually associated with nephrotic syndrome, procoagulant state or oral contraceptive pills. We report a case of a lady who presented with bilateral renal vein thrombosis due to high factor VIII levels and oral contraceptive pills (OCP) use.


Asunto(s)
Anticonceptivos Orales , Factor VIII/análisis , Heparina/administración & dosificación , Insuficiencia Renal , Venas Renales/diagnóstico por imagen , Trombosis de la Vena , Warfarina/administración & dosificación , Adulto , Anticoagulantes/administración & dosificación , Anticonceptivos Orales/administración & dosificación , Anticonceptivos Orales/efectos adversos , Femenino , Humanos , Insuficiencia Renal/diagnóstico , Insuficiencia Renal/etiología , Resultado del Tratamiento , Ultrasonografía Doppler en Color/métodos , Trombosis de la Vena/sangre , Trombosis de la Vena/diagnóstico , Trombosis de la Vena/tratamiento farmacológico , Trombosis de la Vena/etiología
16.
Mini Rev Med Chem ; 13(13): 1903-20, 2013 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-24070209

RESUMEN

Heat shock protein 90 (Hsp90), an ATP-dependent molecular chaperone, is a highly conserved and ubiquitously expressed stress protein in eukaryotes. It is responsible for activation of various proteins involved in signal transduction, cell cycle control, hormone signaling, and transcription. Anomalous expression of this family can be associated with several disease states. Current article focuses on the novel use of Hsp90 inhibitors as antimalarial agents. The present armamentarium of antimalarial therapy is not proving itself as an adequate treatment to eradicate malaria completely. This inadequacy is mainly due to the increasing drug resistance rate in Plasmodium species. The parasite Plasmodium falciparum requires Hsp90 (Pfhsp90) for regulating its development. Analysis of PfHsp90 function suggests that it regulates parasite development during the frequent febrile episodes that are characteristic of malaria. This crucial role of Hsp90 in the growth and development of the parasite has attracted many researchers as a potential target for malaria and other infectious diseases. Currently there are about seven antimalarial and more than thirty anticancer Hsp90 inhibitors in various phases of drug development. Addition of alternatives with novel mechanism to the current treatment armoury may eventually help improve the outcomes of malaria. It is prudent to remain optimistic as the research in this field continues to evolve.


Asunto(s)
Proteínas HSP90 de Choque Térmico , Malaria/tratamiento farmacológico , Terapia Molecular Dirigida/métodos , Secuencia de Aminoácidos , Animales , Antimaláricos/química , Antimaláricos/farmacología , Antimaláricos/uso terapéutico , Proteínas HSP90 de Choque Térmico/antagonistas & inhibidores , Proteínas HSP90 de Choque Térmico/química , Proteínas HSP90 de Choque Térmico/metabolismo , Humanos , Malaria/metabolismo , Datos de Secuencia Molecular
17.
Natl Med J India ; 26(4): 214-5, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-24758444

RESUMEN

BACKGROUND: Disseminated histoplasmosis is a chronic granulomatous disease caused by the dimorphic fungus, Histoplasma capsulatum. Clinical presentation can vary from the acute pulmonary to the chronic disseminated form. In India, disseminated histoplasmosis often presents with pyrexia of unknown origin with a presentation similar to 'disseminated tuberculosis' involving the adrenal glands and bone marrow. Due to rarity of the disease, data are lacking regarding its clinical presentation and outcome among immunocompromised and immunocompetent patients. METHODS: During January 2000 to December 2010, we identified 37 patients of disseminated histoplasmosis and attempted to characterize the differences between immuno- compromised and immunocompetent patients. Demographic characteristics, clinical presentation, risk factors, laboratory findings, diagnostic yield, treatment received and prognosis were noted and compared between the two groups. RESULTS: Eleven of 37 patients with disseminated histo- plasmosis were immunocompromised and 26 were immuno- competent. Comparison of their clinical features showed a higher frequency of skin lesions in the immunocompromised compared to the immunocompetent group (54.5% v. 11.5%). Pancytopenia and anaemia were more common among the immunocompromised (81.8%) compared to the immunocompetent (46.2%) group. In the immuno- compromised patients, the diagnosis was made most often by bone marrow aspirate and culture (72.7%) compared to the immunocompromised group where the diagnosis was most often obtained by adrenal gland biopsy and fungal cultures (57.7%). The cure rate was significantly higher in the immunocompetent group (73% v. 45%). CONCLUSION: The clinical presentation and outcome of patients with disseminated histoplasmosis differs among immunocompromised and immunocompetent patients.


Asunto(s)
Glándulas Suprarrenales/patología , Médula Ósea/patología , Histoplasmosis/complicaciones , Histoplasmosis/diagnóstico , Inmunocompetencia , Huésped Inmunocomprometido , Adulto , Anemia/inmunología , Anemia/microbiología , Antifúngicos/uso terapéutico , Biopsia , Femenino , Histoplasmosis/tratamiento farmacológico , Humanos , Masculino , Persona de Mediana Edad , Pancitopenia/inmunología , Pancitopenia/microbiología , Enfermedades de la Piel/inmunología , Enfermedades de la Piel/microbiología , Resultado del Tratamiento
18.
Indian J Chest Dis Allied Sci ; 52(1): 55-8, 2010.
Artículo en Inglés | MEDLINE | ID: mdl-20364617

RESUMEN

We present the case of a 16-year-old female patient who presented with dyspnoea, cough and noisy breathing that progressed further in hospital with the development of stridor and severe respiratory compromise requiring mechanical ventilatory support. Investigations were consistent with a diagnosis of endotracheal tuberculosis with tracheal and bronchial stenosis. Despite adequate anti-tuberculous therapy and ventilation the patient had high airway pressures, low tidal volumes and hypercapnia, which prevented weaning from mechanical ventilation. Balloon dilatation and stenting of the 4.5cm long, 2.3mm diameter stenotic tracheal segment was performed under radiological guidance. The patient was weaned successfully from the ventilator post-procedure. This report illustrates the successful management of an uncommon presentation of a common disease with modern endoscopic therapy.


Asunto(s)
Broncografía , Complicaciones Infecciosas del Embarazo/terapia , Respiración Artificial , Stents , Estenosis Traqueal/terapia , Tuberculosis/complicaciones , Adolescente , Enfermedades Bronquiales/etiología , Enfermedades Bronquiales/terapia , Constricción Patológica , Femenino , Humanos , Intubación Intratraqueal , Embarazo , Enfermedades de la Tráquea/complicaciones , Estenosis Traqueal/etiología
19.
Trop Doct ; 40(2): 100-3, 2010 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-20305106

RESUMEN

Super-Vasmol, a cheap, freely-available hair dye is emerging as a major cause of suicidal poisoning in India. It contains potential toxins including paraphenylene diamine, resorcinol, sodium ethylenediaminetetraacetic acid and propylene glycol which can result in multiorgan dysfunction. A retrospective study was conducted over 3.5 years (January 2006-July 2009) of 13 consecutive patients with Super-Vasmol poisoning admitted to a tertiary care, referral hospital in South India. A chart review including records of clinical presentations, laboratory findings and treatment details was carried out. Eleven of the patients were women and the mean age was 27.2 years. The predominant clinical features were cervico-facial oedema and pain, cola-coloured urine and oliguria. Laboratory investigations revealed elevated hepatic transaminases (100%), leucocytosis (92.3%), elevated creatinine phosphokinase (92.3%), metabolic acidosis (84.6%), hypocalcaemia (61.5%), hyperphosphataemia (46.2%) and renal failure (38.5%). Eight of the patients were discharged with complete recovery. Trends towards a poor outcome were evident among the following patients: late presentation at our centre; when no gastric lavage was done at the primary-care centre; those requiring tracheostomy/intubation at the primary centre; presentation with a low Glasgow Coma Score or seizures; established renal failure; and those who subsequently require dialysis, mechanical ventilation or intensive care. Hair dye poisoning classically presents with cervico-facial oedema, severe rhabdomyolysis and renal failure. Early therapy with tracheostomy and aggressive forced diuresis are essential in order to prevent the high mortality associated with this toxin. It is imperative to raise public awareness of the potential toxicity of the dye as well as to educate physicians about the need for aggressive and early treatment.


Asunto(s)
Edema/inducido químicamente , Tinturas para el Cabello/envenenamiento , Fenilendiaminas/envenenamiento , Rabdomiólisis/inducido químicamente , Adulto , Femenino , Hospitales de Enseñanza/estadística & datos numéricos , Humanos , India/epidemiología , Tiempo de Internación , Intoxicación/diagnóstico , Intoxicación/mortalidad , Intoxicación/terapia , Estudios Retrospectivos , Factores Socioeconómicos , Factores de Tiempo , Resultado del Tratamiento
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