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1.
Sci Transl Med ; 16(745): eade4510, 2024 May.
Article in English | MEDLINE | ID: mdl-38691621

ABSTRACT

Human inborn errors of immunity include rare disorders entailing functional and quantitative antibody deficiencies due to impaired B cells called the common variable immunodeficiency (CVID) phenotype. Patients with CVID face delayed diagnoses and treatments for 5 to 15 years after symptom onset because the disorders are rare (prevalence of ~1/25,000), and there is extensive heterogeneity in CVID phenotypes, ranging from infections to autoimmunity to inflammatory conditions, overlapping with other more common disorders. The prolonged diagnostic odyssey drives excessive system-wide costs before diagnosis. Because there is no single causal mechanism, there are no genetic tests to definitively diagnose CVID. Here, we present PheNet, a machine learning algorithm that identifies patients with CVID from their electronic health records (EHRs). PheNet learns phenotypic patterns from verified CVID cases and uses this knowledge to rank patients by likelihood of having CVID. PheNet could have diagnosed more than half of our patients with CVID 1 or more years earlier than they had been diagnosed. When applied to a large EHR dataset, followed by blinded chart review of the top 100 patients ranked by PheNet, we found that 74% were highly probable to have CVID. We externally validated PheNet using >6 million records from disparate medical systems in California and Tennessee. As artificial intelligence and machine learning make their way into health care, we show that algorithms such as PheNet can offer clinical benefits by expediting the diagnosis of rare diseases.


Subject(s)
Common Variable Immunodeficiency , Electronic Health Records , Humans , Common Variable Immunodeficiency/diagnosis , Machine Learning , Algorithms , Male , Female , Phenotype , Adult , Undiagnosed Diseases/diagnosis
2.
Clin Immunol ; 262: 110176, 2024 May.
Article in English | MEDLINE | ID: mdl-38462154

ABSTRACT

Activated phosphoinositide 3-kinase delta syndrome (APDS) is an inborn error of immunity with heterogeneous clinical manifestations of infections, immune dysregulation, autoimmunity; lymphoproliferation; and malignancy. Immune complex-mediated vasculitides have not yet been described in APDS patients. Here we offer a case series of three patients with APDS who have refractory IgA vasculitis (also called Henoch-Schönlein purpura), a form of immune complex-mediated vasculitis that activates complement and attracts neutrophils, macrophages and eosinophils to cause local tissue injury. Leniolisib is an inhibitor of PI3K p110δ and an FDA-approved treatment for APDS. IgA vasculitis resolved upon treatment with leniolisib. Patients with immune dysregulation including IgA vasculitis should be screened for APDS.


Subject(s)
Giant Cell Arteritis , Granulomatosis with Polyangiitis , IgA Vasculitis , Mucocutaneous Lymph Node Syndrome , Polyarteritis Nodosa , Pyridines , Pyrimidines , Humans , Antigen-Antibody Complex , Phosphatidylinositol 3-Kinase/therapeutic use , Phosphatidylinositol 3-Kinases
3.
Open Forum Infect Dis ; 10(12): ofad597, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38156047

ABSTRACT

A wide array of clinical manifestations follow infection with Coccidioides immitis or Coccidioides posadasii, ranging from asymptomatic infection to life-threatening pulmonary disease or extrapulmonary dissemination and meningitis. Epidemiological studies require consistent definitions of cases and their comparative clinical features. Understanding host and pathogen determinants of the severity of coccidioidomycosis also requires that specific clinical features (such as coccidioidal meningitis) and their overlap be precisely defined and quantified. Here we propose a system for categorization of outcomes of coccidioidomycosis in individuals who are not overtly immunocompromised that harmonizes clinical assessments during translational research of this increasingly common disease.

4.
Biochemistry ; 59(21): 1981-2002, 2020 06 02.
Article in English | MEDLINE | ID: mdl-32383868

ABSTRACT

It is known that the humanin (HN) peptide binding to amyloid-ß (Aß) protects against its cytotoxic effects, while acetylcholinesterase (AChE) binding to Aß increases its aggregation and cytotoxicity. HN is also known to bind the insulin-like growth factor binding protein-3 (IGFBP-3). Here, we examined the regulation of Aß conformations by HN, AChE, and IGFBP-3 both in vitro and in the conditioned media from A549 and H1299 lung cancer cells. Our in vitro results showed the following: IGFBP-3 binds HN and blocks it from binding Aß in the absence or presence of AChE; HN and AChE can simultaneously bind Aß but not when in the presence of IGFBP-3; HN is unable to reduce the aggregation of Aß in the presence of IGFBP-3; and HN abolishes the aggregation of Aß induced by the addition of AChE in the absence of IGFBP-3. In the media, AChE and HN can simultaneously bind Aß. While both AChE and HN are detected when using 6E10 Aß antibodies, only AChE is detected when using the Aß 17-24 antibody 4G8, the anti-oligomer A11, and the anti-amyloid fibril LOC antibodies. No signal was observed for IGFBP-3 with any of the anti-amyloid antibodies used. Exogenously added IGFBP-3 reduced the amount of HN found in a complex when using 6E10 antibodies and correlated with a concomitant increase in the amyloid oligomers. Immunodepletion of HN from the media of the A549 and H1299 cells increased the relative abundance of the oligomer vs the total amount of Aß, the A11-positive prefibrillar oligomers, and to a lesser extent the LOC-positive fibrillar oligomers, and was also correlated with diminished cell viability and increased apoptosis.


Subject(s)
Acetylcholinesterase/metabolism , Amyloid beta-Peptides/metabolism , Insulin-Like Growth Factor Binding Protein 3/metabolism , Intracellular Signaling Peptides and Proteins/metabolism , Humans , Protein Aggregates , Tumor Cells, Cultured
5.
Sci Rep ; 10(1): 5083, 2020 03 19.
Article in English | MEDLINE | ID: mdl-32193421

ABSTRACT

Insulin-like growth factor binding protein-3 (IGFBP-3) belongs to a family of six IGF binding proteins. We previously found that IGFBP-3 exerts its cytotoxic effects on A549 (p53 wild-type) cell survival through a mechanism that depends on hyaluronan-CD44 interactions. To shed light on the mechanism employed, we used CD44-negative normal human lung cells (HFL1), A549, and H1299 (p53-null) lung cancer cells. A synthetic IGFBP-3 peptide (215-KKGFYKKKQCRPSKGRKR-232) but not the mutant (K228AR230A), was able to bind hyaluronan more efficiently than the analogous sequences from the other IGFBPs. In a manner comparable to that of the IGFBP-3 protein, the peptide blocked hyaluronan-CD44 signaling, and more effectively inhibited viability of A549 cells than viability of either H1299 or HFL1 cell lines. Treatment with the IGFBP-3 protein or its peptide resulted in increased acetylcholinesterase concentration and activity in the A549 cell media but not in the media of either HFL1 or H1299, an effect that correlated with increased apoptosis and decreased cell viability. These effects were diminished upon the same treatment of A549 cells transfected with either p53 siRNA or acetylcholinesterase siRNA. Taken together, our results show that IGFBP-3 or its peptide blocks hyaluronan-CD44 signaling via a mechanism that depends on both p53 and acetylcholinesterase.


Subject(s)
Acetylcholinesterase/metabolism , Apoptosis/genetics , Culture Media/metabolism , Hyaluronan Receptors/metabolism , Insulin-Like Growth Factor Binding Protein 3/pharmacology , Insulin-Like Growth Factor Binding Protein 3/physiology , Signal Transduction/genetics , Tumor Suppressor Protein p53/metabolism , A549 Cells , Apoptosis/drug effects , Cell Survival/drug effects , Humans , Hyaluronic Acid/metabolism , Signal Transduction/drug effects
8.
Pediatr Blood Cancer ; 56(4): 620-4, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21298749

ABSTRACT

BACKGROUND: Neurocognitive deficits have been described in school age children with sickle cell disease (SCD), even in the absence of stroke or silent infarcts. However, the age of onset and factors contributing to this problem have not been well studied. We hypothesized that in children with SCD the failure rate with Brigance screening would be higher than in the normal population. METHODS: We reviewed retrospectively the Brigance Preschool Screen-II test results in 3-year-old children with SCD. Findings were correlated with hemoglobinopathy genotype, hemoglobin level, transcranial Doppler ultrasound (TCD) velocities, and treatment with hydroxyurea, as well as with psychosocial factors. RESULTS: Eighty-eight children with SCD followed by the St. Jude Sickle Cell Center (mean age 3.5 years) had neurocognitive screening during their regular clinic visits. Forty-four (50%) children had scores below the normal cut-off value for their age (twice the national failure rate of 25%). Failures were associated with less parental education (P = 0.005 for maternal and P = 0.03 for paternal education levels) and with speech deficits (P = 0.01), but were not associated with sickle cell genotype or hemoglobin concentration. CONCLUSION: These preliminary data suggest that psychosocial factors may have more profound effects on early childhood development than disease-related factors in this group of young sickle cell patients. A larger prospective study with appropriate controls is warranted to validate these findings, which have implications for the etiology and prevention of neurocognitive decline in children with SCD.


Subject(s)
Anemia, Sickle Cell/psychology , Child Development , Neuropsychological Tests , Adult , Anemia, Sickle Cell/blood , Anemia, Sickle Cell/drug therapy , Child, Preschool , Cognition Disorders/complications , Cognition Disorders/diagnosis , Female , Hemoglobins/analysis , Humans , Male , Parents/education
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