Roberto F Machado

Dr. Roberto F Machado


Research Focus & Metrics

Academic Career Length

32Years (1995-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 December 2013 in JACC
Verified
Journal Article
Closed access
GSGerald Simonneau
Gerald Simonneau
MGMichael A. Gatzoulis
Michael A. Gatzoulis
IAIan Adatia
Ian Adatia
DCDavid Celermajer
David Celermajer
CDChris Denton
Chris Denton
RSRogiero Souza
Rogiero Souza

15 March 2006 in Blood
Verified
Journal Article
Open access
PDF file
GKGregory J Kato
Gregory J Kato
VMVicki McGowan
Vicki McGowan
RMRoberto F Machado
Roberto F Machado
JLJane A. Little
Jane A. Little
JTJames Taylor
James Taylor
MGMark T. Gladwin
Mark T. Gladwin
Pulmonary hypertension is prevalent in adult patients with sickle cell disease and is strongly associated with early mortality and markers of hemolysis, in particular, serum lactate dehydrogenase (LDH). Intravascular hemolysis leads to impaired bioavailability of nitric oxide (NO), mediated by NO scavenging by plasma oxyhemoglobin and by arginine degradation by plasma arginase. We hypothesized that serum LDH may represent a convenient biomarker of intravascular hemolysis and NO bioavailability, characterizing a clinical subphenotype of hemolysis-associated vasculopathy. In a cohort of 213 patients with sickle cell disease, we found statistically significant associations of steady-state LDH with low levels of hemoglobin and haptoglobin and high levels of reticulocytes, bilirubin, plasma hemoglobin, aspartate aminotransferase, arginase, and soluble adhesion molecules. LDH isoenzyme fractionation confirmed predominance of LD1 and LD2, the principal isoforms within erythrocytes. In a subgroup, LDH levels closely correlated with plasma cell-free hemoglobin, accelerated NO consumption by plasma, and impaired vasodilatory responses to an NO donor. Remarkably, this simple biomarker was associated with a clinical subphenotype of pulmonary hypertension, leg ulceration, priapism, and risk of death in patients with sickle cell disease. We propose that LDH elevation identifies patients with a syndrome of hemolysis-associated NO resistance, endothelial dysfunction, and end-organ vasculopathy.

1 June 2005 in American Journal of Respiratory and Critical Care Medicine
Verified
Journal Article
Closed access
RMRoberto F Machado
Roberto F Machado
DLDaniel Laskowski
Daniel Laskowski
ODOlivia Deffenderfer
Olivia Deffenderfer
TBTimothy Burch
Timothy Burch
SZShuo Zheng
Shuo Zheng
SESerpil C. Erzurum
Serpil C. Erzurum
Rationale: Electronic noses are successfully used in commercial applications, including detection and analysis of volatile organic compounds in the food industry. Objectives: We hypothesized that the electronic nose could identify and discriminate between lung diseases, especially bronchogenic carcinoma. Methods: In a discovery and training phase, exhaled breath of 14 individuals with bronchogenic carcinoma and 45 healthy control subjects or control subjects without cancer was analyzed. Principal components and canonic discriminant analysis of the sensor data was used to determine whether exhaled gases could discriminate between cancer and noncancer. Discrimination between classes was performed using Mahalanobis distance. Support vector machine analysis was used to create and apply a cancer prediction model prospectively in a separate group of 76 individuals, 14 with and 62 without cancer. Main Results: Principal components and canonic discriminant analysis demonstrated discrimination between samples from patients with lung cancer and those from other groups. In the validation study, the electronic nose had 71.4% sensitivity and 91.9% specificity for detecting lung cancer; positive and negative predictive values were 66.6 and 93.4%, respectively. In this population with a lung cancer prevalence of 18%, positive and negative predictive values were 66.6 and 94.5%, respectively. Conclusion: The exhaled breath of patients with lung cancer has distinct characteristics that can be identified with an electronic nose. The results provide feasibility to the concept of using the electronic nose for managing and detecting lung cancer.

15 September 2007 in Blood
Verified
Journal Article
Closed access
JVJosé Villagra
José Villagra
SSSruti Shiva
Sruti Shiva
LHLori A. Hunter
Lori A. Hunter
RMRoberto F Machado
Roberto F Machado
MGMark T. Gladwin
Mark T. Gladwin
GKGregory J Kato
Gregory J Kato
Increased platelet activation is recognized in patients with sickle cell disease (SCD), but its pathogenesis and clinical relevance remain uncertain. Pulmonary arterial hypertension (PAH), an important complication of SCD, is characterized by a proliferative pulmonary vasculopathy, in situ thrombosis, and vascular dysfunction related to scavenging of nitric oxide (NO) by hemoglobin released into blood plasma during intravascular hemolysis. We investigated links between platelet activation, PAH and NO scavenging in patients with SCD. Platelet activation marked by activated fibrinogen receptor correlated to the severity of PAH (r = 0.58, P < .001) and to laboratory markers of intravascular hemolysis, such as reticulocyte count (r = 0.44, P = .02). In vitro exposure of platelets to pathologically relevant concentrations of cell-free hemoglobin promoted basal- and agonist-stimulated activation and blocked the inhibitory effects on platelet activation by an NO donor. In patients with SCD, administration of sildenafil, a phosphodiesterase-5 inhibitor that potentiates NO-dependent signaling, reduced platelet activation (P = .01). These findings suggest a possible interaction between hemolysis, decreased NO bioavailability, and pathologic platelet activation that might contribute to thrombosis and pulmonary hypertension in SCD, and potentially other disorders of intravascular hemolysis. This supports a role for NO-based therapeutics for SCD vasculopathy. This trial was registered at www.clinicaltrials.gov as no. NCT00352430.

15 July 2005 in Blood
Verified
Journal Article
Closed access
PDF file
ADAndré Dejam
André Dejam
Christian HunterChristian Hunter
Christian Hunter
MPMildred M. Pelletier
Mildred M. Pelletier
LHLewis L. Hsu
Lewis L. Hsu
RMRoberto F Machado
Roberto F Machado
ASAlan N. Schechter
Alan N. Schechter
Plasma levels of nitrite ions have been used as an index of nitric oxide synthase (NOS) activity in vivo. Recent data suggest that nitrite is a potential intravascular repository for nitric oxide (NO), bioactivated by a nitrite reductase activity of deoxyhemoglobin. The precise levels and compartmentalization of nitrite within blood and erythrocytes have not been determined. Nitrite levels in whole blood and erythrocytes were determined using reductive chemiluminescence in conjunction with a ferricyanide-based hemoglobin oxidation assay to prevent nitrite destruction. This method yields sensitive and linear measurements of whole blood nitrite over 24 hours at room temperature. Nitrite levels measured in plasma, erythrocytes, and whole blood from 15 healthy volunteers were 121 plus or minus 9, 288 plus or minus 47, and 176 plus or minus 17 nM, indicating a surprisingly high concentration of nitrite within erythrocytes. The majority of nitrite in erythrocytes is located in the cytosol unbound to proteins. In humans, we found a significant artery-to-vein gradient of nitrite in whole blood and erythrocytes. Shear stress and acetylcholine-mediated stimulation of endothelial NOS significantly increased venous nitrite levels. These studies suggest a dynamic intravascular NO metabolism in which endothelial NOS-derived NO is stabilized as nitrite, transported by erythrocytes, and consumed during arterial-to-venous transit. (Blood. 2005;106:734-739)

1 January 2007 in JACC
Verified
Journal Article
Closed access
VSVandana Sachdev
Vandana Sachdev
RMRoberto F Machado
Roberto F Machado
YSYukitaka Shizukuda
Yukitaka Shizukuda
YRYesoda N. Rao
Yesoda N. Rao
SSStanislav Sidenko
Stanislav Sidenko
MGMark T. Gladwin
Mark T. Gladwin