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4.
Sci Adv ; 8(1): eabj5473, 2022 Jan 07.
Article in English | MEDLINE | ID: mdl-34985951

ABSTRACT

Myocardial ischemia is spontaneous, frequently asymptomatic, and contributes to fatal cardiovascular consequences. Importantly, myocardial sensory networks cannot reliably detect and correct myocardial ischemia on their own. Here, we demonstrate an artificially intelligent and responsive bioelectronic medicine, where an artificial neural network (ANN) supplements myocardial sensory networks, enabling reliable detection and correction of myocardial ischemia. ANNs were first trained to decode spontaneous cardiovascular stress and myocardial ischemia with an overall accuracy of ~92%. ANN-controlled vagus nerve stimulation (VNS) significantly mitigated major physiological features of myocardial ischemia, including ST depression and arrhythmias. In contrast, open-loop VNS or ANN-controlled VNS following a caudal vagotomy essentially failed to reverse cardiovascular pathophysiology. Last, variants of ANNs were used to meet clinically relevant needs, including interpretable visualizations and unsupervised detection of emerging cardiovascular stress. Overall, these preclinical results suggest that ANNs can potentially supplement deficient myocardial sensory networks via an artificially intelligent bioelectronic medicine system.

5.
J Appl Psychol ; 107(8): 1414-1427, 2022 Aug.
Article in English | MEDLINE | ID: mdl-34110855

ABSTRACT

The diversification of applicant pools constitutes an important step for broadening the participation of women and underrepresented minorities (URMs) in the workforce. The current study focuses on recruiting diverse applicant pools in an academic setting. We test strategies grounded in homophily theory to attract a diverse set of applicants for open faculty positions. Analysis of recruitment data (13,750 job applications) showed that women search committee chairs and greater percentages of women on search committees related to more women applicants and that URMs search chairs and a greater percentage of URM members on search committees related to more URM applicants, resulting in 23% more women applicant pools with a woman chair and over 100% more URM applicants for a URM chair. Furthermore, women and URMs actively engage in ways to reach out to a more diverse set of applicants, whereas men and non-URMs' behavior maintains the status quo. We discuss the implications and advancement of homophily theory that can ultimately increase the representation of women and URM in the workforce. (PsycInfo Database Record (c) 2022 APA, all rights reserved).


Subject(s)
Internship and Residency , Female , Humans , Job Application , Male , Minority Groups , United States , Workforce
10.
Ultrasound Med Biol ; 45(9): 2391-2404, 2019 09.
Article in English | MEDLINE | ID: mdl-31217090

ABSTRACT

Transcranial application of focused ultrasound (FUS) combined with vascular introduction of microbubble contrast agents (MBs) has emerged as a non-invasive technique that can temporarily create a localized opening in the blood-brain barrier (BBB). Under image-guidance, we administered FUS to sheep brain after intravenous injection of microbubbles. BBB opening was confirmed by performing dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) to detect the extravasated gadolinium-based magnetic resonance contrast agents. Through pharmacokinetic analysis as well as independent component analysis of the DCE-MRI data, we observed localized enhancement in BBB permeability at the area that subjected to acoustic pressure of 0.48 MPa (mechanical index = 0.96). On the other hand, application of a higher pressure at 0.58 MPa resulted in localized, minor cerebral hemorrhage. No animals exhibited abnormal behavior during the post-FUS survival periods up to 2 mo. Our data suggest that monitoring for excessive BBB disruption is important for safe translation of the method to humans.


Subject(s)
Blood-Brain Barrier/diagnostic imaging , Contrast Media/pharmacokinetics , Drug Delivery Systems/methods , Sonication/methods , Ultrasonography/methods , Animals , Extravasation of Diagnostic and Therapeutic Materials , Female , Gadolinium , Magnetic Resonance Imaging , Microbubbles , Sheep , Transducers
11.
JACC Heart Fail ; 6(10): 859-870, 2018 10.
Article in English | MEDLINE | ID: mdl-30098962

ABSTRACT

OBJECTIVES: This study sought to compare a continuous infusion diuretic strategy versus an intermittent bolus diuretic strategy, with the addition of low-dose dopamine (3 µg/kg/min) in the treatment of hospitalized patients with heart failure with preserved ejection fraction (HFpEF). BACKGROUND: HFpEF patients are susceptible to development of worsening renal function (WRF) when hospitalized with acute heart failure; however, inpatient treatment strategies to achieve safe and effective diuresis in HFpEF patients have not been studied to date. METHODS: In a prospective, randomized, clinical trial, 90 HFpEF patients hospitalized with acute heart failure were randomized within 24 h of admission to 1 of 4 treatments: 1) intravenous bolus furosemide administered every 12 h; 2) continuous infusion furosemide; 3) intermittent bolus furosemide with low-dose dopamine; and 4) continuous infusion furosemide with low-dose dopamine. The primary endpoint was percent change in creatinine from baseline to 72 h. Linear and logistic regression analyses with tests for interactions between diuretic and dopamine strategies were performed. RESULTS: Compared to intermittent bolus strategy, the continuous infusion strategy was associated with higher percent increase in creatinine (continuous infusion: 16.01%; 95% confidence interval [CI]: 8.58% to 23.45% vs. intermittent bolus: 4.62%; 95% CI: -1.15% to 10.39%; p = 0.02). Low-dose dopamine had no significant effect on percent change in creatinine (low-dose dopamine: 12.79%; 95% CI: 5.66% to 19.92%, vs. no-dopamine: 8.03%; 95% CI: 1.44% to 14.62%; p = 0.33). Continuous infusion was also associated with greater risk of WRF than intermittent bolus (odds ratio [OR]: 4.32; 95% CI: 1.26 to 14.74; p = 0.02); no differences in WRF risk were seen with low-dose dopamine. No significant interaction was seen between diuretic strategy and low-dose dopamine (p > 0.10). CONCLUSIONS: In HFpEF patients hospitalized with acute heart failure, low-dose dopamine had no significant impact on renal function, and a continuous infusion diuretic strategy was associated with renal impairment. (Diuretics and Dopamine in Heart Failure With Preserved Ejection Fraction [ROPA-DOP]; NCT01901809).


Subject(s)
Diuretics/administration & dosage , Dopamine/therapeutic use , Furosemide/administration & dosage , Acute Disease , Aged , Creatinine/blood , Diuretics/therapeutic use , Dopamine/administration & dosage , Drug Therapy, Combination , Female , Furosemide/therapeutic use , Heart Failure , Humans , Infusions, Intravenous , Injections, Intravenous , Male , Middle Aged , Stroke Volume
13.
Am J Med ; 131(1): 102-106, 2018 Jan.
Article in English | MEDLINE | ID: mdl-28822702

ABSTRACT

BACKGROUND: Type 2 diabetes mellitus is characterized by relative insulin deficiency and insulin resistance. Features suggesting severe insulin resistance include acanthosis nigricans, hyperandrogenism, weight loss, and recurrent hospital admissions for diabetic ketoacidosis. In rare circumstances, hyperglycemia persists despite administration of massive doses of insulin. In these cases, it is important to consider autoimmune etiologies for insulin resistance, such as type B insulin resistance and insulin antibody-mediated extreme insulin resistance, which carry high morbidity and mortality if untreated. Encouragingly, immunomodulatory regimens have recently been published that induce remission at high rates. METHODS/RESULTS: We describe 3 cases of extreme insulin resistance mediated by anti-insulin receptor autoantibodies or insulin autoantibodies. All cases were effectively treated with an immunomodulatory regimen. CONCLUSION: Although cases of extreme insulin resistance are rare, it is important to be aware of autoimmune causes, recognize suggestive signs and symptoms, and pursue appropriate diagnostic evaluation. Prompt treatment with immunomodulators is key to restoring euglycemia in patients with autoimmune etiologies of insulin resistance.


Subject(s)
Antibodies/immunology , Diabetes Mellitus, Type 2/immunology , Insulin Resistance/immunology , Insulin/therapeutic use , Receptor, Insulin/immunology , Azathioprine/administration & dosage , Azathioprine/therapeutic use , Cyclophosphamide/administration & dosage , Cyclophosphamide/therapeutic use , Dexamethasone/administration & dosage , Dexamethasone/therapeutic use , Drug Therapy, Combination , Female , Glucocorticoids/administration & dosage , Glucocorticoids/therapeutic use , Humans , Immunologic Factors/administration & dosage , Immunologic Factors/therapeutic use , Immunosuppressive Agents/administration & dosage , Immunosuppressive Agents/therapeutic use , Insulin/administration & dosage , Insulin/immunology , Male , Middle Aged , Rituximab/administration & dosage , Rituximab/therapeutic use
15.
Mol Cancer Ther ; 13(7): 1717-28, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24737026

ABSTRACT

Doxorubicin is a widely used chemotherapy for solid tumors and hematologic malignancies, but its use is limited due to cardiotoxicity. Geranylgeranylacetone (GGA), an antiulcer agent used in Japan for 30 years, has no significant adverse effects, and unexpectedly reduces ovarian cancer progression in mice. Because GGA reduces oxidative stress in brain and heart, we hypothesized that GGA would prevent oxidative stress of doxorubicin cardiac toxicity and improve doxorubicin's chemotherapeutic effects. Nude mice implanted with MDA-MB-231 breast cancer cells were studied after chronic treatment with doxorubicin, doxorubicin/GGA, GGA, or saline. Transthoracic echocardiography was used to monitor systolic heart function and xenografts evaluated. Mice were euthanized and cardiac tissue evaluated for reactive oxygen species generation, TUNEL assay, and RHO/ROCK pathway analysis. Tumor metastases were evaluated in lung sections. In vitro studies using Boyden chambers were performed to evaluate GGA effects on RHO pathway activator lysophosphatidic acid (LPA)-induced motility and invasion. We found that GGA reduced doxorubicin cardiac toxicity, preserved cardiac function, prevented TUNEL-positive cardiac cell death, and reduced doxorubicin-induced oxidant production in a nitric oxide synthase-dependent and independent manner. GGA also reduced heart doxorubicin-induced ROCK1 cleavage. Remarkably, in xenograft-implanted mice, combined GGA/doxorubicin treatment decreased tumor growth more effectively than doxorubicin treatment alone. As evidence of antitumor effect, GGA inhibited LPA-induced motility and invasion by MDA-MB-231 cells. These anti-invasive effects of GGA were suppressed by geranylgeraniol suggesting GGA inhibits RHO pathway through blocking geranylation. Thus, GGA protects the heart from doxorubicin chemotherapy-induced injury and improves anticancer efficacy of doxorubicin in breast cancer.


Subject(s)
Antineoplastic Agents/pharmacology , Breast Neoplasms/drug therapy , Diterpenes/pharmacology , Doxorubicin/pharmacology , Heart Diseases/prevention & control , rho-Associated Kinases/antagonists & inhibitors , Animals , Antineoplastic Agents/adverse effects , Cell Line, Tumor , Diterpenes/adverse effects , Doxorubicin/adverse effects , Doxorubicin/antagonists & inhibitors , Drug Interactions , Female , Heart Diseases/chemically induced , Humans , Mice , Mice, Nude , Xenograft Model Antitumor Assays
16.
Ecol Food Nutr ; 53(1): 81-97, 2014.
Article in English | MEDLINE | ID: mdl-24437545

ABSTRACT

Dietary quality may exhibit intergenerational associations in Taiwanese communities. Nutrition and Health Surveys in Taiwan (NAHSIT) for children and elders (1999-2002) were mapped for coincident locality and ethnicity with Geo-Gadget. Communities were characterized ecologically. Dietary quality was assessed by the Youth Healthy Eating Index-Taiwan (YHEI-TW) for children and Overall Dietary Index-Revised (ODI-R) for elders. Hierarchical regression analysis was used. Elderly ODI-R was linked with the overall child YHEI-TW (p < .001). When ODI-R increased 1 unit, the child YHEI-TW improved 0.232 and 0.134 YHEI-TW units with men and women, respectively. Dietary quality of community elders is related to that of children.


Subject(s)
Diet/standards , Intergenerational Relations , Nutrition Assessment , Adolescent , Aged , Child , Diet Surveys , Female , Humans , Male , Regression Analysis , Residence Characteristics , Taiwan
17.
Am J Physiol Heart Circ Physiol ; 304(2): H260-8, 2013 Jan 15.
Article in English | MEDLINE | ID: mdl-23144315

ABSTRACT

PKA-mediated phosphorylation of contractile proteins upon ß-adrenergic stimulation plays an important role in the regulation of cardiac performance. Phosphorylation of the PKA sites (Ser(23)/Ser(24)) of cardiac troponin (cTn)I results in a decrease in myofilament Ca(2+) sensitivity and an increase in the rate of relaxation. However, the relation between the level of phosphorylation of the sites and the functional effects in the human myocardium is unknown. Therefore, site-directed mutagenesis was used to study the effects of phosphorylation at Ser(23) and Ser(24) of cTnI on myofilament function in human cardiac tissue. Serines were replaced by aspartic acid (D) or alanine (A) to mimic phosphorylation and dephosphorylation, respectively. cTnI-DD mimics both sites phosphorylated, cTnI-AD mimics Ser(23) unphosphorylated and Ser(24) phosphorylated, cTnI-DA mimics Ser(23) phosphorylated and Ser(24) unphosphorylated, and cTnI-AA mimics both sites unphosphorylated. Force development was measured at various Ca(2+) concentrations in permeabilized cardiomyocytes in which the endogenous troponin complex was exchanged with these recombinant human troponin complexes. In donor cardiomyocytes, myofilament Ca(2+) sensitivity (pCa(50)) was significantly lower in cTnI-DD (pCa(50): 5.39 ± 0.01) compared with cTnI-AA (pCa(50): 5.50 ± 0.01), cTnI-AD (pCa(50): 5.48 ± 0.01), and cTnI-DA (pCa(50): 5.51 ± 0.01) at ~70% cTn exchange. No effects were observed on the rate of tension redevelopment. In cardiomyocytes from idiopathic dilated cardiomyopathic tissue, a linear decline in pCa(50) with cTnI-DD content was observed, saturating at ~55% bisphosphorylation. Our data suggest that in the human myocardium, phosphorylation of both PKA sites on cTnI is required to reduce myofilament Ca(2+) sensitivity, which is maximal at ~55% bisphosphorylated cTnI. The implications for in vivo cardiac function in health and disease are detailed in the DISCUSSION in this article.


Subject(s)
Cyclic AMP-Dependent Protein Kinases/metabolism , Myocardial Contraction , Myocytes, Cardiac/enzymology , Troponin/metabolism , Calcium/metabolism , Humans , Muscle Strength , Mutagenesis, Site-Directed , Mutation , Myofibrils/metabolism , Phosphorylation , Recombinant Proteins/metabolism , Serine , Troponin/chemistry , Troponin/genetics
18.
Mol Imaging ; 7(3): 132-8, 2008.
Article in English | MEDLINE | ID: mdl-19123983

ABSTRACT

The aim of this study was to evaluate whether technetium 99m hydrazinonicotinamide (99mTc-HYNIC)-annexin V single-photon emission computed tomography (SPECT) would detect dose-dependent doxorubicin (DOX)-mediated cell death in the heart compared with functional echocardiography. Adult female Sprague-Dawley rats were treated with DOX (cumulative dose of 15 or 7.5 mg/kg) or saline (n = 7) and monitored by echocardiography. Rats were injected with 7 to 8 mCi 99mTc-HYNIC-annexin V and imaged 1 hour postinjection using a small animal dual-head SPECT/computed tomography (CT) system with multipinhole technology. Two regions of interest were drawn in the myocardium and soft tissue regions to calculate the cardiac uptake ratio (CUR) of reconstructed images. Myocardium and blood were harvested for radioactivity measurements or TUNEL assay. Biodistribution of 99mTc-HYNIC-annexin V uptake, CUR from SPECT/CT fused cardiac images, and TUNEL of myocardium demonstrated a dose-dependent toxicity response, with the cumulative 15 mg/kg DOX treatment showing the greatest degree of cell death. In contrast, echocardiography detected functional deficits only at the highest DOX dose. In vivo molecular imaging of DOX-induced cardiac toxicity with 99mTc-HYNIC-annexin V detects dose-dependent cell death before ventricular deficits are observed with echocardiography. 99mTc-HYNIC-annexin V SPECT-based molecular imaging may provide an attractive new technique for assessing early changes in myocardial function in patients undergoing DOX therapy.


Subject(s)
Annexin A5 , Diagnostic Techniques, Cardiovascular , Doxorubicin/toxicity , Heart/drug effects , Heart/diagnostic imaging , Organotechnetium Compounds , Tomography, Emission-Computed, Single-Photon/methods , Analysis of Variance , Animals , Annexin A5/metabolism , Cell Death/drug effects , Dose-Response Relationship, Drug , Doxorubicin/administration & dosage , Echocardiography , Female , In Situ Nick-End Labeling , Myocardium/metabolism , Myocardium/pathology , Organotechnetium Compounds/metabolism , Random Allocation , Rats , Rats, Sprague-Dawley , Tissue Distribution
19.
Cancer Res ; 67(4): 1436-41, 2007 Feb 15.
Article in English | MEDLINE | ID: mdl-17308081

ABSTRACT

A major drawback to doxorubicin as a cancer-treating drug is cardiac toxicity. To understand the mechanism of doxorubicin cardiac toxicity and the potent synergic effect seen when doxorubicin is combined with anti-ErbB2 (trastuzumab), we developed an in vivo rat model that exhibits progressive dose-dependent cardiac damage and loss of cardiac function after doxorubicin treatment. The hearts of these animals respond to doxorubicin damage by increasing levels of ErbB2 and the ErbB family ligand, neuregulin 1beta, and by activating the downstream Akt signaling pathway. These increases in ErbB2 protein levels are not due to increased ErbB2 mRNA, however, suggesting post-transcriptional mechanisms for regulating this protein in the heart. Accordingly, levels of heat shock protein 90 (HSP90), a known ErbB2 protein stabilizer and chaperone, are increased by doxorubicin treatment, and coimmunoprecipitation reveals binding of HSP90 to ErbB2. Isolated cardiomyocytes are more susceptible to doxorubicin after treatment with HSP90 inhibitor, 17-(allylamino)-17-demethoxygeldanamycin, suggesting that the HSP90 is protective during doxorubicin treatment. Thus, our results provide one plausible mechanism for the susceptibility of the heart to anti-ErbB2 therapy post-doxorubicin therapy in subclinical and clinical conditions. Additionally, these results suggest that further testing is needed for HSP90 inhibitors under various conditions in the heart.


Subject(s)
Antibiotics, Antineoplastic/toxicity , Cardiomyopathies/chemically induced , Cardiomyopathies/metabolism , Doxorubicin/toxicity , HSP90 Heat-Shock Proteins/metabolism , Receptor, ErbB-2/metabolism , Animals , Benzoquinones/pharmacology , Disease Models, Animal , Dose-Response Relationship, Drug , Female , HSP90 Heat-Shock Proteins/antagonists & inhibitors , Heart/drug effects , Lactams, Macrocyclic/pharmacology , Myocardium/metabolism , Random Allocation , Rats , Rats, Sprague-Dawley
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