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1.
Nature ; 607(7918): 360-365, 2022 07.
Article in English | MEDLINE | ID: mdl-35676488

ABSTRACT

Synthetic receptor signalling has the potential to endow adoptively transferred T cells with new functions that overcome major barriers in the treatment of solid tumours, including the need for conditioning chemotherapy1,2. Here we designed chimeric receptors that have an orthogonal IL-2 receptor extracellular domain (ECD) fused with the intracellular domain (ICD) of receptors for common γ-chain (γc) cytokines IL-4, IL-7, IL-9 and IL-21 such that the orthogonal IL-2 cytokine elicits the corresponding γc cytokine signal. Of these, T cells that signal through the chimeric orthogonal IL-2Rß-ECD-IL-9R-ICD (o9R) are distinguished by the concomitant activation of STAT1, STAT3 and STAT5 and assume characteristics of stem cell memory and effector T cells. Compared to o2R T cells, o9R T cells have superior anti-tumour efficacy in two recalcitrant syngeneic mouse solid tumour models of melanoma and pancreatic cancer and are effective even in the absence of conditioning lymphodepletion. Therefore, by repurposing IL-9R signalling using a chimeric orthogonal cytokine receptor, T cells gain new functions, and this results in improved anti-tumour activity for hard-to-treat solid tumours.


Subject(s)
Cell- and Tissue-Based Therapy , Immunotherapy, Adoptive , Interleukin Receptor Common gamma Subunit , Neoplasms , Receptors, Interleukin-9 , Recombinant Fusion Proteins , T-Lymphocytes , Animals , Cell- and Tissue-Based Therapy/methods , Immunotherapy, Adoptive/methods , Interleukin Receptor Common gamma Subunit/genetics , Interleukin Receptor Common gamma Subunit/immunology , Interleukins/genetics , Interleukins/immunology , Melanoma/immunology , Mice , Neoplasms/genetics , Neoplasms/immunology , Pancreatic Neoplasms/immunology , Receptors, Interleukin-9/genetics , Receptors, Interleukin-9/immunology , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/immunology , STAT Transcription Factors/metabolism , T-Lymphocytes/immunology , T-Lymphocytes/metabolism
2.
Immunity ; 47(6): 1182-1196.e10, 2017 12 19.
Article in English | MEDLINE | ID: mdl-29262351

ABSTRACT

CD4+ T cells are tightly regulated by microbiota in the intestine, but whether intestinal T cells interface with host-derived metabolites is less clear. Here, we show that CD4+ T effector (Teff) cells upregulated the xenobiotic transporter, Mdr1, in the ileum to maintain homeostasis in the presence of bile acids. Whereas wild-type Teff cells upregulated Mdr1 in the ileum, those lacking Mdr1 displayed mucosal dysfunction and induced Crohn's disease-like ileitis following transfer into Rag1-/- hosts. Mdr1 mitigated oxidative stress and enforced homeostasis in Teff cells exposed to conjugated bile acids (CBAs), a class of liver-derived emulsifying agents that actively circulate through the ileal mucosa. Blocking ileal CBA reabsorption in transferred Rag1-/- mice restored Mdr1-deficient Teff cell homeostasis and attenuated ileitis. Further, a subset of ileal Crohn's disease patients displayed MDR1 loss of function. Together, these results suggest that coordinated interaction between mucosal Teff cells and CBAs in the ileum regulate intestinal immune homeostasis.


Subject(s)
ATP Binding Cassette Transporter, Subfamily B, Member 1/immunology , Bile Acids and Salts/immunology , CD4-Positive T-Lymphocytes/immunology , Crohn Disease/immunology , Ileitis/immunology , Intestinal Mucosa/immunology , ATP Binding Cassette Transporter, Subfamily B, Member 1/deficiency , ATP Binding Cassette Transporter, Subfamily B, Member 1/genetics , Acridines/pharmacology , Adult , Animals , Bile Acids and Salts/metabolism , Bile Acids and Salts/pharmacology , Biological Transport , CD4-Positive T-Lymphocytes/drug effects , CD4-Positive T-Lymphocytes/pathology , Crohn Disease/genetics , Crohn Disease/pathology , Disease Models, Animal , Female , Gene Expression Regulation , Homeodomain Proteins/genetics , Homeodomain Proteins/immunology , Homeostasis/immunology , Humans , Ileitis/genetics , Ileitis/pathology , Ileum/immunology , Ileum/pathology , Immunity, Mucosal , Intestinal Mucosa/pathology , Male , Mice , Mice, Inbred C57BL , Mice, Transgenic , Middle Aged , Oxidative Stress , Signal Transduction , Tetrahydroisoquinolines/pharmacology
3.
Lancet ; 403(10435): 1460-1471, 2024 Apr 13.
Article in English | MEDLINE | ID: mdl-38554725

ABSTRACT

BACKGROUND: Afamitresgene autoleucel (afami-cel) showed acceptable safety and promising efficacy in a phase 1 trial (NCT03132922). The aim of this study was to further evaluate the efficacy of afami-cel for the treatment of patients with HLA-A*02 and MAGE-A4-expressing advanced synovial sarcoma or myxoid round cell liposarcoma. METHODS: SPEARHEAD-1 was an open-label, non-randomised, phase 2 trial done across 23 sites in Canada, the USA, and Europe. The trial included three cohorts, of which the main investigational cohort (cohort 1) is reported here. Cohort 1 included patients with HLA-A*02, aged 16-75 years, with metastatic or unresectable synovial sarcoma or myxoid round cell liposarcoma (confirmed by cytogenetics) expressing MAGE-A4, and who had received at least one previous line of anthracycline-containing or ifosfamide-containing chemotherapy. Patients received a single intravenous dose of afami-cel (transduced dose range 1·0 × 109-10·0 × 109 T cells) after lymphodepletion. The primary endpoint was overall response rate in cohort 1, assessed by a masked independent review committee using Response Evaluation Criteria in Solid Tumours (version 1.1) in the modified intention-to-treat population (all patients who received afami-cel). Adverse events, including those of special interest (cytokine release syndrome, prolonged cytopenia, and neurotoxicity), were monitored and are reported for the modified intention-to-treat population. This trial is registered at ClinicalTrials.gov, NCT04044768; recruitment is closed and follow-up is ongoing for cohorts 1 and 2, and recruitment is open for cohort 3. FINDINGS: Between Dec 17, 2019, and July 27, 2021, 52 patients with cytogenetically confirmed synovial sarcoma (n=44) and myxoid round cell liposarcoma (n=8) were enrolled and received afami-cel in cohort 1. Patients were heavily pre-treated (median three [IQR two to four] previous lines of systemic therapy). Median follow-up time was 32·6 months (IQR 29·4-36·1). Overall response rate was 37% (19 of 52; 95% CI 24-51) overall, 39% (17 of 44; 24-55) for patients with synovial sarcoma, and 25% (two of eight; 3-65) for patients with myxoid round cell liposarcoma. Cytokine release syndrome occurred in 37 (71%) of 52 of patients (one grade 3 event). Cytopenias were the most common grade 3 or worse adverse events (lymphopenia in 50 [96%], neutropenia 44 [85%], leukopenia 42 [81%] of 52 patients). No treatment-related deaths occurred. INTERPRETATION: Afami-cel treatment resulted in durable responses in heavily pre-treated patients with HLA-A*02 and MAGE-A4-expressing synovial sarcoma. This study shows that T-cell receptor therapy can be used to effectively target solid tumours and provides rationale to expand this approach to other solid malignancies. FUNDING: Adaptimmune.


Subject(s)
Anemia , Liposarcoma, Myxoid , Sarcoma, Synovial , Thrombocytopenia , Adult , Humans , Sarcoma, Synovial/drug therapy , Sarcoma, Synovial/genetics , Liposarcoma, Myxoid/etiology , Cytokine Release Syndrome/etiology , Ifosfamide , Thrombocytopenia/etiology , Anemia/etiology , HLA-A Antigens , Antineoplastic Combined Chemotherapy Protocols/therapeutic use
6.
Pharmacology ; 105(3-4): 145-163, 2020.
Article in English | MEDLINE | ID: mdl-31910414

ABSTRACT

AIM: To analyze the late-stage failures of monoclonal antibody drugs. The later a drug fails in development, the more time and expense is incurred by the sponsor. METHODS: We review the late stage, Phase III, failures of 21 monoclonal antibody drugs between 2014 and 2019 using published and publicly available information to characterize the reasons for these failures. RESULTS: In some cases, the failures are unavoidable due to the lack of adequate science, but in others, we characterize the causes of such failures and recommend how such failures may have been avoided. CONCLUSION: By learning from previous mistakes and adhering to the principles and recommendations provided, it is possible to avoid these common pitfalls, increasing the likelihood of success in phase III clinical trials, and thus securing regulatory approval.


Subject(s)
Antibodies, Monoclonal/administration & dosage , Drug Development/methods , Animals , Clinical Trials, Phase III as Topic/methods , Drug Development/economics , Humans , Retrospective Studies , Treatment Failure
7.
Proc Natl Acad Sci U S A ; 112(5): E458-66, 2015 Feb 03.
Article in English | MEDLINE | ID: mdl-25609670

ABSTRACT

The genes encoding the variable (V) region of the B-cell antigen receptor (BCR) are assembled from V, D (diversity), and J (joining) elements through a RAG-mediated recombination process that relies on the recognition of recombination signal sequences (RSSs) flanking the individual elements. Secondary V(D)J rearrangement modifies the original Ig rearrangement if a nonproductive original joint is formed, as a response to inappropriate signaling from a self-reactive BCR, or as part of a stochastic mechanism to further diversify the Ig repertoire. VH replacement represents a RAG-mediated secondary rearrangement in which an upstream VH element recombines with a rearranged VHDHJH joint to generate a new BCR specificity. The rearrangement occurs between the cryptic RSS of the original VH element and the conventional RSS of the invading VH gene, leaving behind a footprint of up to five base pairs (bps) of the original VH gene that is often further obscured by exonuclease activity and N-nucleotide addition. We have previously demonstrated that VH replacement can efficiently rescue the development of B cells that have acquired two nonproductive heavy chain (IgH) rearrangements. Here we describe a novel knock-in mouse model in which the prerearranged IgH locus resembles an endogenously rearranged productive VHDHJH allele. Using this mouse model, we characterized the role of VH replacement in the diversification of the primary Ig repertoire through the modification of productive VHDHJH rearrangements. Our results indicate that VH replacement occurs before Ig light chain rearrangement and thus is not involved in the editing of self-reactive antibodies.


Subject(s)
Immunoglobulin Variable Region/genetics , Animals , B-Lymphocytes/immunology , Cell Compartmentation , Mice , Mice, Transgenic , Stochastic Processes
8.
Proc Natl Acad Sci U S A ; 111(25): E2622-9, 2014 Jun 24.
Article in English | MEDLINE | ID: mdl-24927543

ABSTRACT

Antibody repertoires are known to be shaped by selection for antigen binding. Unexpectedly, we now show that selection also acts on a non-antigen-binding antibody region: the heavy-chain variable (VH)-encoded "elbow" between variable and constant domains. By sequencing 2.8 million recombined heavy-chain genes from immature and mature B-cell subsets in mice, we demonstrate a striking gradient in VH gene use as pre-B cells mature into follicular and then into marginal zone B cells. Cells whose antibodies use VH genes that encode a more flexible elbow are more likely to mature. This effect is distinct from, and exceeds in magnitude, previously described maturation-associated changes in heavy-chain complementarity determining region 3, a key antigen-binding region, which arise from junctional diversity rather than differential VH gene use. Thus, deep sequencing reveals a previously unidentified mode of B-cell selection.


Subject(s)
B-Lymphocytes/immunology , Complementarity Determining Regions/immunology , Immunoglobulin Heavy Chains/immunology , Animals , Complementarity Determining Regions/genetics , Female , High-Throughput Nucleotide Sequencing , Immunoglobulin Heavy Chains/genetics , Mice
9.
Cell Physiol Biochem ; 36(5): 1903-10, 2015.
Article in English | MEDLINE | ID: mdl-26202351

ABSTRACT

BACKGROUND: Hemangiomas are common vascular endothelial cell tumors. Abnormally activated PI3K/Akt signaling pathway is one of the most important biological characteristics of Hemangioma. 3-phosphoinositide-dependent kinase 1(PDK1), an upstream protein of Akt, regulates the activity of Akt and its downstream kinases. The objective of this study is to explore the effect of PDK1 on malignant vascular tumors and their cell signaling mechanism in mice. METHODS: Mouse Hemangioendothelioma Endothelial Cells (EOMA cells) and Nu/Nu mice were used. The silencing of PDK1 was mediated by lentiviral shRNA. Western blotting, WST-1 proliferation assay, Matrigel invasion assay, and Xenograft vascular tumor model were utilized to examine the effects and mechanism of PDK1 growth, proliferation, and invasion of an Hemangioma. RESULTS: PDK1 deficiency significantly reduced the proliferation and invasion of EOMA cells in vitro, and depressed the growth of vascular tumor in vivo by decreasing the activity of Akt signaling pathway. CONCLUSION: We hypothesize that PDK1 plays a significant role in the progression and growth of vascular tumors and targeting PDK1 may thus be considered in their treatment.


Subject(s)
Cell Proliferation , Hemangioendothelioma/pathology , Neoplasm Invasiveness , Protein Serine-Threonine Kinases/metabolism , Animals , Gene Silencing , Hemangioendothelioma/enzymology , Mice , Protein Serine-Threonine Kinases/genetics , Pyruvate Dehydrogenase Acetyl-Transferring Kinase , Tumor Cells, Cultured
10.
BMC Infect Dis ; 15: 342, 2015 Aug 19.
Article in English | MEDLINE | ID: mdl-26286082

ABSTRACT

BACKGROUND: During early HIV-1 infection (EHI), the interaction between the immune response and the virus determines disease progression. Although CD1c + myeloid dendritic cells (mDCs) can trigger the immune response, the relationship between CD1c + mDC alteration and disease progression has not yet been defined. METHODS: EHI changes in CD1c + mDC counts, surface marker (CD40, CD86, CD83) expression, and IL-12 secretion were assessed by flow cytometry in 29 patients. RESULTS: When compared with the normal controls, patients with EHI displayed significantly lower CD1c + mDC counts and IL-12 secretion and increased surface markers. CD1c + mDC counts were positively correlated with CD4+ T cell counts and inversely associated with viral loads. IL-12 secretion was only positively associated with CD4+ T cell counts. Rapid progressors had lower counts, CD86 expression, and IL-12 secretion of CD1c + mDCs comparing with typical progressors. Kaplan-Meier analysis and Cox regression models suggested patients with low CD1c + mDC counts (<10 cells/µL) had a 4-fold higher risk of rapid disease progression than those with high CD1c + mDC counts. However, no relationship was found between surface markers or IL-12 secretion and disease progression. CONCLUSIONS: During EHI, patients with low CD1c + mDC counts were more likely to experience rapid disease progression than those with high CD1c + mDC counts.


Subject(s)
CD4-Positive T-Lymphocytes/immunology , Dendritic Cells/immunology , HIV Infections/mortality , HIV-1/immunology , Adult , Antigens, CD1/immunology , China , Cohort Studies , Disease Progression , Flow Cytometry , Glycoproteins/immunology , HIV Infections/immunology , Homosexuality, Male , Humans , Interleukin-12/metabolism , Kaplan-Meier Estimate , Male , Myeloid Cells/immunology , Young Adult
11.
J Immunol ; 191(6): 3100-11, 2013 Sep 15.
Article in English | MEDLINE | ID: mdl-23966625

ABSTRACT

Th17 cells are a proinflammatory subset of effector T cells that have been implicated in the pathogenesis of asthma. Their production of the cytokine IL-17 is known to induce local recruitment of neutrophils, but the direct impact of IL-17 on the lung epithelium is poorly understood. In this study, we describe a novel mouse model of spontaneous IL-17-driven lung inflammation that exhibits many similarities to asthma in humans. We have found that STAT3 hyperactivity in T lymphocytes causes an expansion of Th17 cells, which home preferentially to the lungs. IL-17 secretion then leads to neutrophil infiltration and lung epithelial changes, in turn leading to a chronic inflammatory state with increased mucus production and decreased lung function. We used this model to investigate the effects of IL-17 activity on airway epithelium and identified CXCL5 and MIP-2 as important factors in neutrophil recruitment. The neutralization of IL-17 greatly reduces pulmonary neutrophilia, underscoring a key role for IL-17 in promoting chronic airway inflammation. These findings emphasize the role of IL-17 in mediating neutrophil-driven pulmonary inflammation and highlight a new mouse model that may be used for the development of novel therapies targeting Th17 cells in asthma and other chronic pulmonary diseases.


Subject(s)
Asthma/immunology , Immune System Diseases/immunology , Interleukin-17/immunology , Leukocyte Disorders/immunology , Neutrophils/immunology , Respiratory Mucosa/immunology , Animals , Asthma/metabolism , Cell Separation , Disease Models, Animal , Enzyme-Linked Immunosorbent Assay , Flow Cytometry , Interleukin-17/metabolism , Mice , Mice, Inbred C57BL , Pneumonia/immunology , Pneumonia/metabolism , Real-Time Polymerase Chain Reaction , Respiratory Mucosa/metabolism , Th17 Cells/immunology , Th17 Cells/metabolism , Transfection
12.
Nat Med ; 29(1): 104-114, 2023 01.
Article in English | MEDLINE | ID: mdl-36624315

ABSTRACT

Affinity-optimized T cell receptors can enhance the potency of adoptive T cell therapy. Afamitresgene autoleucel (afami-cel) is a human leukocyte antigen-restricted autologous T cell therapy targeting melanoma-associated antigen A4 (MAGE-A4), a cancer/testis antigen expressed at varying levels in multiple solid tumors. We conducted a multicenter, dose-escalation, phase 1 trial in patients with relapsed/refractory metastatic solid tumors expressing MAGE-A4, including synovial sarcoma (SS), ovarian cancer and head and neck cancer ( NCT03132922 ). The primary endpoint was safety, and the secondary efficacy endpoints included overall response rate (ORR) and duration of response. All patients (N = 38, nine tumor types) experienced Grade ≥3 hematologic toxicities; 55% of patients (90% Grade ≤2) experienced cytokine release syndrome. ORR (all partial response) was 24% (9/38), 7/16 (44%) for SS and 2/22 (9%) for all other cancers. Median duration of response was 25.6 weeks (95% confidence interval (CI): 12.286, not reached) and 28.1 weeks (95% CI: 12.286, not reached) overall and for SS, respectively. Exploratory analyses showed that afami-cel infiltrates tumors, has an interferon-γ-driven mechanism of action and triggers adaptive immune responses. In addition, afami-cel has an acceptable benefit-risk profile, with early and durable responses, especially in patients with metastatic SS. Although the small trial size limits conclusions that can be drawn, the results warrant further testing in larger studies.


Subject(s)
Antigens, Neoplasm , Head and Neck Neoplasms , Male , Humans , Neoplasm Proteins , HLA-A Antigens , Cell- and Tissue-Based Therapy , Immunotherapy, Adoptive/adverse effects , Immunotherapy, Adoptive/methods
13.
J Magn Reson Imaging ; 36(2): 468-75, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22535478

ABSTRACT

PURPOSE: To assess the repeatability of measurement of lactate and other metabolites in tumors using magnetic resonance spectroscopy (MRS). MATERIALS AND METHODS: MRS with spectral editing for lactate was performed on 10 patients with astrocytoma (two Grade III, eight Grade IV) using an 8-channel receive coil at 3T. Lactate, lipid, choline, creatine, and N-acetyl aspartate (NAA) signals were measured in regions of tumor and contralateral white matter. Metabolites were quantified relative to unsuppressed water using LCModel fitting software. RESULTS: The within-patient coefficients of variation were ≈16% (tumor lactate), 6%-8% (tumor choline and contralateral choline, creatine, and NAA), and 22% (tumor lipid). As expected due to their low concentration in normal tissue, lactate and lipid were not reliably detected in white matter but were found at high levels in most tumors. NAA and creatine were lower in tumors than in normal white matter, and choline varied between above- and below-normal values. No consistent short-term variation in metabolite levels was observed, despite differences in the time elapsed since administration of contrast agent. CONCLUSION: MRS appears repeatable enough to provide longitudinal measures of metabolite content in tumors and contralateral tissue in the brain in vivo.


Subject(s)
Astrocytoma/metabolism , Biomarkers, Tumor/analysis , Brain Neoplasms/metabolism , Lactic Acid/analysis , Lactic Acid/metabolism , Magnetic Resonance Spectroscopy/methods , Astrocytoma/diagnosis , Brain Neoplasms/diagnosis , Female , Humans , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity
14.
Clin Geriatr Med ; 38(4): 693-704, 2022 11.
Article in English | MEDLINE | ID: mdl-36210085

ABSTRACT

In patients with limited life expectancy, or if the clinician would not be surprised if the patient were to die within a year, reconsidering the treatment targets and engaging in an open discussion with the patient on their goals of care would be appropriate. When a desire to deprescribe has been reached by both clinician and patient, a stepwise and guided approach to deprescribing with regular follow-ups is recommended. This article discusses common medications that can be deprescribed in the palliative/hospice patients and provides toolkits for future reference.


Subject(s)
Deprescriptions , Hospice Care , Hospices , Humans , Life Expectancy , Palliative Care , Polypharmacy
15.
J Immunother Cancer ; 9(7)2021 07.
Article in English | MEDLINE | ID: mdl-34233963

ABSTRACT

With durable cancer responses, genetically modified cell therapies are being implemented in various cancers. However, these immune effector cell therapies can cause toxicities, including cytokine release syndrome (CRS) and immune effector cell-associated neurotoxicity syndrome (ICANS). Pseudogout arthritis is an inflammatory arthritis induced by deposition of calcium pyrophosphate dihydrate crystals. Here, we report a case of pseudogout arthritis in a patient treated with MAGE-A4 directed T cell receptor T cells, for fallopian tube cancer. The patient developed CRS and ICANS 7 days after infusion of the T cells. Concurrently, the patient newly developed sudden onset of left knee arthritis. Synovial fluid analyses revealed the presence of calcium pyrophosphate dihydrate crystal. Notably, the pseudogout arthritis was resolved with tocilizumab, which was administered for the treatment of CRS and ICANS. Immunoprofiling of the synovial fluid showed that the proportion of inflammatory interleukin 17 (IL-17)-producing CD4+ T (Th17) cells and amount of IL-6 were notably increased, suggesting a potential role of Th17 cells in pseudogout arthritis after T-cell therapy. To the best of our knowledge, this is the first reported case of pseudogout arthritis after cell therapy. Clinicians, especially hematologists, oncologists and rheumatologists, should be aware that pseudogout arthritis can be associated with CRS/ICANS.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , Antigens, Neoplasm/adverse effects , Chondrocalcinosis/etiology , Neoplasm Proteins/adverse effects , Receptors, Antigen, T-Cell/therapeutic use , Aged , Antibodies, Monoclonal, Humanized/pharmacology , Chondrocalcinosis/physiopathology , Female , Humans
16.
Soc Ment Health ; 10(1): 61-79, 2020 Mar.
Article in English | MEDLINE | ID: mdl-32742740

ABSTRACT

In this paper, we contribute to a growing literature on debt and mental health and ask whether patterns of unsecured debt accumulation and repayment over two decades are associated with depressive symptoms at age 50. Using data from the National Longitudinal Study of Youth 1979 Cohort and group trajectory models, we have three key findings. First, we find substantial heterogeneity in debt trajectories across the life course. Second, respondents who report consistently high debt levels across the life course or who cycle in and out of high debt report significantly more depressive symptoms than respondents who hold consistently low levels of debt. These findings hold for both absolute and relative (debt-to-income) debt. Third, we find that the association between debt and depressive symptoms is strongest among respondents with less than a college degree, but we find less evidence for heterogeneity by race in this cohort.

17.
Perm J ; 242020.
Article in English | MEDLINE | ID: mdl-32069207

ABSTRACT

INTRODUCTION: Developing a reliable means to identify and study real-world populations of patients with membranous nephropathy (MN) using electronic health records (EHRs) would help advance glomerular disease research. Identifying MN cases using EHRs is limited by the need for manual reviews of biopsy reports. OBJECTIVE: To evaluate the accuracy of identifying patients with biopsy-proven MN using the EHR in a large, diverse population of an integrated health system. METHODS: A retrospective cohort study was performed between June 28, 1999, and June 25, 2015, among patients with kidney biopsy results (N = 4723), which were manually reviewed and designated as MN or non-MN. The sensitivity, specificity, and positive predictive value (PPV) of International Classification of Diseases, Ninth Revision (ICD-9) diagnosis codes were determined using 2 approaches: 1) clinical (MN-specific codes 581.1, 582.1, or 583.1) and 2) agnostic/data-derived (codes selected from supervised learning at the highest predictive performance). RESULTS: One year after biopsy, the sensitivity and specificity of an MN diagnosis were 86% and 76%, respectively, but the PPV was 26%. The data-driven approach detected that using only 2 codes (581.1 or 583.1) improved specificity to 94% and PPV to 58%, with a small decrease in sensitivity to 83%. When any code was reported at least 3 times, specificity was 98%; PPV, 78%; and sensitivity, 64%. DISCUSSION: Our findings suggest that ICD-9 diagnosis codes might be a convenient tool to identify patients with MN using EHR and/or administrative claims information. Codes selected from supervised learning achieved better overall performance, suggesting the potential of developing data-driven methods.


Subject(s)
Electronic Health Records/statistics & numerical data , International Classification of Diseases , Rare Diseases/epidemiology , Algorithms , Female , Humans , Male , Retrospective Studies , Sensitivity and Specificity
18.
J Exp Med ; 217(5)2020 05 04.
Article in English | MEDLINE | ID: mdl-32302378

ABSTRACT

Multidrug resistance-1 (MDR1) acts as a chemotherapeutic drug efflux pump in tumor cells, although its physiological functions remain enigmatic. Using a recently developed MDR1-knockin reporter allele (Abcb1aAME), we found that constitutive MDR1 expression among hematopoietic cells was observed in cytolytic lymphocytes-including CD8+ cytotoxic T lymphocytes (CTLs) and natural killer cells-and regulated by Runt-related (Runx) transcription factors. Whereas MDR1 was dispensable for naive CD8+ T cell development, it was required for both the normal accumulation of effector CTLs following acute viral infection and the protective function of memory CTLs following challenge with an intracellular bacterium. MDR1 acted early after naive CD8+ T cell activation to suppress oxidative stress, enforce survival, and safeguard mitochondrial function in nascent CTLs. These data highlight an important endogenous function of MDR1 in cell-mediated immune responses and suggest that ongoing efforts to intentionally inhibit MDR1 in cancer patients could be counterproductive.


Subject(s)
ATP Binding Cassette Transporter, Subfamily B, Member 1/metabolism , T-Lymphocytes, Cytotoxic/metabolism , ATP Binding Cassette Transporter, Subfamily B, Member 1/genetics , Animals , Cell Survival , Core Binding Factor alpha Subunits/metabolism , Female , Gene Expression Regulation , Genetic Loci , Hematopoiesis , Mice, Inbred C57BL , Mitochondria/metabolism , Mitosis , Oxidative Stress
19.
Cell Rep ; 27(5): 1472-1486.e5, 2019 04 30.
Article in English | MEDLINE | ID: mdl-31042474

ABSTRACT

The immunoglobulin heavy chain (Igh) locus features a dynamic chromatin landscape to promote class switch recombination (CSR), yet the mechanisms that regulate this landscape remain poorly understood. CHD4, a component of the chromatin remodeling NuRD complex, directly binds H3K9me3, an epigenetic mark present at the Igh locus during CSR. We find that CHD4 is essential for early B cell development but is dispensable for the homeostatic maintenance of mature, naive B cells. However, loss of CHD4 in mature B cells impairs CSR because of suboptimal targeting of AID to the Igh locus. Additionally, we find that CHD4 represses p53 expression to promote B cell proliferation. This work reveals distinct roles for CHD4 in B cell development and CSR and links the H3K9me3 epigenetic mark with AID recruitment to the Igh locus.


Subject(s)
B-Lymphocytes/immunology , Cell Proliferation , DNA Helicases/genetics , Immunoglobulin Class Switching , Animals , B-Lymphocytes/cytology , B-Lymphocytes/physiology , Cell Differentiation , Cells, Cultured , Chromatin Assembly and Disassembly , DNA Helicases/metabolism , Genes, Immunoglobulin Heavy Chain , Mice , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolism
20.
J Invest Dermatol ; 138(5): 1116-1125, 2018 05.
Article in English | MEDLINE | ID: mdl-29128259

ABSTRACT

Cutaneous T-cell lymphoma is a heterogeneous group of lymphomas characterized by the accumulation of malignant T cells in the skin. The molecular and cellular etiology of this malignancy remains enigmatic, and what role antigenic stimulation plays in the initiation and/or progression of the disease remains to be elucidated. Deep sequencing of the tumor genome showed a highly heterogeneous landscape of genetic perturbations, and transcriptome analysis of transformed T cells further highlighted the heterogeneity of this disease. Nonetheless, using data harvested from high-throughput transcriptional profiling allowed us to develop a reliable signature of this malignancy. Focusing on a key cytokine signaling pathway previously implicated in cutaneous T-cell lymphoma pathogenesis, JAK/STAT signaling, we used conditional gene targeting to develop a fully penetrant small animal model of this disease that recapitulates many key features of mycosis fungoides, a common variant of cutaneous T-cell lymphoma. Using this mouse model, we show that T-cell receptor engagement is critical for malignant transformation of the T lymphocytes and that progression of the disease is dependent on microbiota.


Subject(s)
Cytokines/physiology , Lymphoma, T-Cell, Cutaneous/etiology , Signal Transduction/physiology , Skin Neoplasms/etiology , Animals , DNA Copy Number Variations , Disease Models, Animal , Gene Expression Profiling , High-Throughput Nucleotide Sequencing , Humans , Lymphoma, T-Cell, Cutaneous/genetics , Lymphoma, T-Cell, Cutaneous/immunology , Mice , Microbiota , Receptors, Antigen, T-Cell/physiology , STAT3 Transcription Factor/physiology , Sezary Syndrome/genetics , Skin Neoplasms/genetics , Skin Neoplasms/immunology
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