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Fond G, Resseguier N, Schürhoff F, Godin O, Andrianarisoa M, Brunel L, Bulzacka E, Aouizerate B, Berna F, Capdevielle D, Chereau I, D'Amato T, Dubertret C, Dubreucq J, Faget C, Gabayet F, Lançon C, Llorca PM, Mallet J, Misdrahi D, Passerieux C, Rey R, Schandrin A, Urbach M, Vidailhet P, Boyer L, Leboyer M. Relationships between low-grade peripheral inflammation and psychotropic drugs in schizophrenia: results from the national FACE-SZ cohort. Eur Arch Psychiatry Clin Neurosci 2018; 268:541-553. [PMID: 29127503 DOI: 10.1007/s00406-017-0847-1] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2017] [Accepted: 10/19/2017] [Indexed: 12/12/2022]
Abstract
Low-grade inflammation has repeatedly been associated with schizophrenia (SZ) and in particular with cognitive impairment. Female gender, overweight and tobacco smoking have been suggested as risk factors to increase inflammation while preclinical inconsistent findings have been found regarding the association with psychotropic drugs. The aim of this study was to explore if psychotropic drugs were associated with inflammation in SZ and to determine which psychotropic drug was associated with inflammation in stable SZ subjects while considering clinical confounding factors. Participants were consecutively included in the network of the FondaMental Expert Centers for Schizophrenia and received a thorough clinical assessment, including recording of current treatment. High-sensitivity CRP (hs-CRP) was measured for each participant as a proxy to define peripheral low-grade inflammation. The zero-inflated Poisson regression model estimated the relationship between low-grade inflammation and psychotropic drug. Four hundred and five stabilized, community-dwelling SZ subjects (mean age = 32.6 years, 74% male gender) have been included. In total, 148 participants (36.5%) were found with undetectable blood hs-CRP level. The probability of having an undetectable CRP was associated with a lower body mass index (p < 0.0001) and no cyamemazine add-on antipsychotic therapy (p = 0.001). The other 257 participants (63.5%) were found to have low-grade inflammation (hs-CRP > 0 mg/L). Low-grade inflammation was significantly associated with female gender (p = 0.004), higher body mass index (p < 0.0001), current tobacco smoking (p < 0.0001), clomipramine (p = 0.04), quetiapine (p < 0.0001) and hypnotic (p = 0.0006) consumption while decreased hs-CRP blood levels was associated with aripiprazole (p = 0.004) and valproate/valpromide (p = 0.03) consumption. The present study suggests that some psychotropic drugs (quetiapine, cyamemazine, clomipramine) may be associated with increased peripheral low-grade inflammation in SZ patients while others (aripiprazole, valproate) may be associated with decreased peripheral low-grade inflammation. These results should be replicated in SZ and non-SZ populations and the biological underpinnings should be further explored.
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Affiliation(s)
- G Fond
- Fondation FondaMental, Créteil, France. .,INSERM U955, équipe de psychiatrie translationnelle, Créteil, France. .,Université Paris-Est Créteil, DHU Pe-PSY, Pôle de Psychiatrie des Hôpitaux Universitaires H Mondor, Créteil, France. .,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France. .,Pole de Psychiatrie, Hôpital A. Chenevier, 40 rue de Mesly, 94010, Créteil, France.
| | - N Resseguier
- Fondation FondaMental, Créteil, France.,Pôle psychiatrie universitaire, CHU Sainte-Marguerite, 13274, Marseille Cedex 09, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - F Schürhoff
- Fondation FondaMental, Créteil, France.,INSERM U955, équipe de psychiatrie translationnelle, Créteil, France.,Université Paris-Est Créteil, DHU Pe-PSY, Pôle de Psychiatrie des Hôpitaux Universitaires H Mondor, Créteil, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - O Godin
- Fondation FondaMental, Créteil, France.,INSERM U955, équipe de psychiatrie translationnelle, Créteil, France.,Université Paris-Est Créteil, DHU Pe-PSY, Pôle de Psychiatrie des Hôpitaux Universitaires H Mondor, Créteil, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - M Andrianarisoa
- Fondation FondaMental, Créteil, France.,INSERM U955, équipe de psychiatrie translationnelle, Créteil, France.,Université Paris-Est Créteil, DHU Pe-PSY, Pôle de Psychiatrie des Hôpitaux Universitaires H Mondor, Créteil, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - L Brunel
- Fondation FondaMental, Créteil, France.,INSERM U955, équipe de psychiatrie translationnelle, Créteil, France.,Université Paris-Est Créteil, DHU Pe-PSY, Pôle de Psychiatrie des Hôpitaux Universitaires H Mondor, Créteil, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - E Bulzacka
- Fondation FondaMental, Créteil, France.,INSERM U955, équipe de psychiatrie translationnelle, Créteil, France.,Université Paris-Est Créteil, DHU Pe-PSY, Pôle de Psychiatrie des Hôpitaux Universitaires H Mondor, Créteil, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - B Aouizerate
- Fondation FondaMental, Créteil, France.,Centre Hospitalier Charles Perrens, 33076, Bordeaux, France.,Université de Bordeaux, 33000, Bordeaux, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France.,Inserm, Neurocentre Magendie, Physiopathologie de la Plasticité Neuronale, U862, 33000, Bordeaux, France
| | - F Berna
- Fondation FondaMental, Créteil, France.,Hôpitaux Universitaires de Strasbourg, Université de Strasbourg, INSERM U1114, Fédération de Médecine Translationnelle de Strasbourg, 67000, Strasbourg, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - D Capdevielle
- Fondation FondaMental, Créteil, France.,Service Universitaire de Psychiatrie Adulte, Hôpital la Colombière, CHRU Montpellier, Université Montpellier 1, Inserm 1061, Montpellier, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - I Chereau
- Fondation FondaMental, Créteil, France.,CMP B, CHU, EA 7280 Faculté de Médecine, Université d'Auvergne, BP 69, 63003, Clermont-Ferrand Cedex 1, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - T D'Amato
- Fondation FondaMental, Créteil, France.,INSERM U1028, CNRS UMR5292, Centre de Recherche en Neurosciences de Lyon, Université Claude Bernard Lyon 1, Equipe PSYR2, Centre Hospitalier Le Vinatier, Pole Est, 95 bd Pinel, BP 30039, 69678, Bron Cedex, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - C Dubertret
- Fondation FondaMental, Créteil, France.,AP-HP, Department of Psychiatry, Louis Mourier Hospital, Colombes, Inserm U894, Université Paris Diderot, Sorbonne Paris Cité, Faculté de médecine, 92700, Colombes, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - J Dubreucq
- Fondation FondaMental, Créteil, France.,Centre Référent de Réhabilitation Psychosociale, CH Alpes Isère, Grenoble, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - C Faget
- Fondation FondaMental, Créteil, France.,Assistance Publique des Hôpitaux de Marseille (AP-HM), pôle universitaire de psychiatrie, Marseille, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - F Gabayet
- Fondation FondaMental, Créteil, France.,Centre Référent de Réhabilitation Psychosociale, CH Alpes Isère, Grenoble, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - C Lançon
- Fondation FondaMental, Créteil, France.,Assistance Publique des Hôpitaux de Marseille (AP-HM), pôle universitaire de psychiatrie, Marseille, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - P M Llorca
- Fondation FondaMental, Créteil, France.,CMP B, CHU, EA 7280 Faculté de Médecine, Université d'Auvergne, BP 69, 63003, Clermont-Ferrand Cedex 1, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - J Mallet
- Fondation FondaMental, Créteil, France.,AP-HP, Department of Psychiatry, Louis Mourier Hospital, Colombes, Inserm U894, Université Paris Diderot, Sorbonne Paris Cité, Faculté de médecine, 92700, Colombes, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - D Misdrahi
- Fondation FondaMental, Créteil, France.,Centre Hospitalier Charles Perrens, 33076, Bordeaux, France.,Université de Bordeaux, 33000, Bordeaux, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France.,CNRS, UMR 5287-INCIA, Bordeaux, France
| | - C Passerieux
- Fondation FondaMental, Créteil, France.,Service de psychiatrie d'adulte, Centre Hospitalier de Versailles, UFR des Sciences de la Santé Simone Veil, Université Versailles Saint-Quentin en Yvelines, Versailles, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - R Rey
- Fondation FondaMental, Créteil, France.,INSERM U1028, CNRS UMR5292, Centre de Recherche en Neurosciences de Lyon, Université Claude Bernard Lyon 1, Equipe PSYR2, Centre Hospitalier Le Vinatier, Pole Est, 95 bd Pinel, BP 30039, 69678, Bron Cedex, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - A Schandrin
- Fondation FondaMental, Créteil, France.,Service Universitaire de Psychiatrie Adulte, Hôpital la Colombière, CHRU Montpellier, Université Montpellier 1, Inserm 1061, Montpellier, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - M Urbach
- Fondation FondaMental, Créteil, France.,Service de psychiatrie d'adulte, Centre Hospitalier de Versailles, UFR des Sciences de la Santé Simone Veil, Université Versailles Saint-Quentin en Yvelines, Versailles, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - P Vidailhet
- Hôpitaux Universitaires de Strasbourg, Université de Strasbourg, INSERM U1114, Fédération de Médecine Translationnelle de Strasbourg, 67000, Strasbourg, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - L Boyer
- Fondation FondaMental, Créteil, France.,Pôle psychiatrie universitaire, CHU Sainte-Marguerite, 13274, Marseille Cedex 09, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
| | - M Leboyer
- Fondation FondaMental, Créteil, France.,INSERM U955, équipe de psychiatrie translationnelle, Créteil, France.,Université Paris-Est Créteil, DHU Pe-PSY, Pôle de Psychiatrie des Hôpitaux Universitaires H Mondor, Créteil, France.,Bordeaux Sleep Clinique, Pellegrin University Hospital, Bordeaux University, USR CNRS 3413 SANPSY, Research Unit, 33000, Bordeaux, France
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Free KE, Greene AM, Bondi CO, Lajud N, de la Tremblaye PB, Kline AE. Comparable impediment of cognitive function in female and male rats subsequent to daily administration of haloperidol after traumatic brain injury. Exp Neurol 2017; 296:62-68. [PMID: 28698031 DOI: 10.1016/j.expneurol.2017.07.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2017] [Revised: 06/06/2017] [Accepted: 07/07/2017] [Indexed: 01/09/2023]
Abstract
Antipsychotic drugs, such as haloperidol (HAL), are prescribed in the clinic to manage traumatic brain injury (TBI)-induced agitation. While preclinical studies have consistently shown that once-daily administration of HAL hinders functional recovery after TBI in male rats, its effects in females are unknown. Hence, the objective of this study was to directly compare neurobehavioral and histological outcomes in both sexes to determine whether the reported deleterious effects of HAL extend to females. Anesthetized adult female and male rats received either a controlled cortical impact (CCI) or sham injury and then were randomly assigned to a dosing regimen of HAL (0.5mg/kg, i.p.) or vehicle (VEH; 1mL/kg, i.p.) that was initiated 24h after injury and continued once daily for 19 consecutive days. Motor function was tested using established beam-balance/walk protocols on post-operative days 1-5 and acquisition of spatial learning was assessed with a well-validated Morris water maze task on days 14-19. Cortical lesion volume was quantified at 21days. No statistical differences were revealed between the HAL and VEH-treated sham groups and thus they were pooled for each sex. HAL only impaired motor recovery in males (p<0.05), but significantly diminished spatial learning in both sexes (p<0.05). Females, regardless of treatment, exhibited smaller cortical lesions vs VEH-treated males (p<0.05). Taken together, the data show that daily HAL does not prohibit motor recovery in females, but does negatively impact cognition. These task-dependent differential effects of HAL in female vs male rats may have clinical significance as they can direct therapy.
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Affiliation(s)
- Kristin E Free
- Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, PA 15213, United States; Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA 15213, United States
| | - Anna M Greene
- Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, PA 15213, United States; Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA 15213, United States
| | - Corina O Bondi
- Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, PA 15213, United States; Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA 15213, United States; Neurobiology, University of Pittsburgh, Pittsburgh, PA 15213, United States; Center for Neuroscience, University of Pittsburgh, Pittsburgh, PA 15213, United States; Center for the Neural Basis of Cognition, University of Pittsburgh, Pittsburgh, PA 15213, United States
| | - Naima Lajud
- Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, PA 15213, United States; Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA 15213, United States; División de Neurociencias, Centro de Investigación Biomédica de Michoacán, Instituto Mexicano del Seguro Social Morelia, Mexico
| | - Patricia B de la Tremblaye
- Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, PA 15213, United States; Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA 15213, United States
| | - Anthony E Kline
- Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, PA 15213, United States; Safar Center for Resuscitation Research, University of Pittsburgh, Pittsburgh, PA 15213, United States; Center for Neuroscience, University of Pittsburgh, Pittsburgh, PA 15213, United States; Center for the Neural Basis of Cognition, University of Pittsburgh, Pittsburgh, PA 15213, United States; Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA 15213, United States; Psychology, University of Pittsburgh, Pittsburgh, PA 15213, United States.
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10
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Stark AL, Hause RJ, Gorsic LK, Antao NN, Wong SS, Chung SH, Gill DF, Im HK, Myers JL, White KP, Jones RB, Dolan ME. Protein quantitative trait loci identify novel candidates modulating cellular response to chemotherapy. PLoS Genet 2014; 10:e1004192. [PMID: 24699359 PMCID: PMC3974641 DOI: 10.1371/journal.pgen.1004192] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2013] [Accepted: 01/07/2014] [Indexed: 11/24/2022] Open
Abstract
Annotating and interpreting the results of genome-wide association studies (GWAS) remains challenging. Assigning function to genetic variants as expression quantitative trait loci is an expanding and useful approach, but focuses exclusively on mRNA rather than protein levels. Many variants remain without annotation. To address this problem, we measured the steady state abundance of 441 human signaling and transcription factor proteins from 68 Yoruba HapMap lymphoblastoid cell lines to identify novel relationships between inter-individual protein levels, genetic variants, and sensitivity to chemotherapeutic agents. Proteins were measured using micro-western and reverse phase protein arrays from three independent cell line thaws to permit mixed effect modeling of protein biological replicates. We observed enrichment of protein quantitative trait loci (pQTLs) for cellular sensitivity to two commonly used chemotherapeutics: cisplatin and paclitaxel. We functionally validated the target protein of a genome-wide significant trans-pQTL for its relevance in paclitaxel-induced apoptosis. GWAS overlap results of drug-induced apoptosis and cytotoxicity for paclitaxel and cisplatin revealed unique SNPs associated with the pharmacologic traits (at p<0.001). Interestingly, GWAS SNPs from various regions of the genome implicated the same target protein (p<0.0001) that correlated with drug induced cytotoxicity or apoptosis (p≤0.05). Two genes were functionally validated for association with drug response using siRNA: SMC1A with cisplatin response and ZNF569 with paclitaxel response. This work allows pharmacogenomic discovery to progress from the transcriptome to the proteome and offers potential for identification of new therapeutic targets. This approach, linking targeted proteomic data to variation in pharmacologic response, can be generalized to other studies evaluating genotype-phenotype relationships and provide insight into chemotherapeutic mechanisms. The central dogma of biology explains that DNA is transcribed to mRNA that is further translated into protein. Many genome-wide studies have implicated genetic variation that influences gene expression and that ultimately affect downstream complex traits including response to drugs. However, because of technical limitations, few studies have evaluated the contribution of genetic variation on protein expression and ensuing effects on downstream phenotypes. To overcome this challenge, we used a novel technology to simultaneously measure the baseline expression of 441 proteins in lymphoblastoid cell lines and compared them with publicly available genetic data. To further illustrate the utility of this approach, we compared protein-level measurements with chemotherapeutic induced apoptosis and cell-growth inhibition data. This study demonstrates the importance of using protein information to understand the functional consequences of genetic variants identified in genome-wide association studies. This protein data set will also have broad utility for understanding the relationship between other genome-wide studies of complex traits.
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Affiliation(s)
- Amy L. Stark
- Department of Medicine, The University of Chicago, Chicago, Illinois, United States of America
| | - Ronald J. Hause
- Committee on Genetics, Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, United States of America
- Ben May Department for Cancer Research, The University of Chicago, Chicago, Illinois, United States of America
- Institute for Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, United States of America
| | - Lidija K. Gorsic
- Department of Medicine, The University of Chicago, Chicago, Illinois, United States of America
| | - Nirav N. Antao
- Department of Medicine, The University of Chicago, Chicago, Illinois, United States of America
| | - Shan S. Wong
- Department of Medicine, The University of Chicago, Chicago, Illinois, United States of America
| | - Sophie H. Chung
- Committee on Genetics, Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, United States of America
| | - Daniel F. Gill
- Committee on Genetics, Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, United States of America
| | - Hae K. Im
- Department of Health Studies, The University of Chicago, Chicago, Illinois, United States of America
| | - Jamie L. Myers
- Department of Medicine, The University of Chicago, Chicago, Illinois, United States of America
| | - Kevin P. White
- Committee on Genetics, Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, United States of America
- Institute for Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, United States of America
- Department of Human Genetics, The University of Chicago, Chicago, Illinois, United States of America
| | - Richard Baker Jones
- Committee on Genetics, Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, United States of America
- Ben May Department for Cancer Research, The University of Chicago, Chicago, Illinois, United States of America
- Institute for Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, United States of America
- Committee on Clinical Pharmacology and Pharmacogenomics, The University of Chicago, Chicago, Illinois, United States of America
- * E-mail: (RBJ); (MED)
| | - M. Eileen Dolan
- Department of Medicine, The University of Chicago, Chicago, Illinois, United States of America
- Committee on Genetics, Genomics and Systems Biology, The University of Chicago, Chicago, Illinois, United States of America
- Committee on Clinical Pharmacology and Pharmacogenomics, The University of Chicago, Chicago, Illinois, United States of America
- * E-mail: (RBJ); (MED)
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