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586 citation(s) found for "Da, Xiao".

PADS Arsenal: a database of prokaryotic defense systems related genes
Zhang, Yadong , Zhang, Zhewen , Zhao, Yongbing , Zhang, Zaichao , Xiao, Jingfa , Zhang, Hao

Nucleic Acids Research | October 4, 2019 | Volume: 48 | Issue: D1 | Pages: D590-D598

10.1093/nar/gkz916 | PMID 31620779 Get It

AbstractDefense systems are vital weapons for prokaryotes to resist heterologous DNA and survive from the constant invasion of viruses, and they are widely used in biochemistry investigation and antimicrobial drug research. So far, numerous types of defense systems have been discovered, but there is no comprehensive defense systems database to organize prokaryotic defense gene datasets. To fill this gap, we unveil the prokaryotic antiviral defense system (PADS) Arsenal (https://bigd.big.ac.cn/padsarsenal), a public database dedicated to gathering, storing, analyzing and visualizing prokaryotic defense gene datasets. The initial version of PADS Arsenal integrates 18 distinctive categories of defense system with the annotation of 6 600 264 genes retrieved from 63,701 genomes across 33 390 species of archaea and bacteria. PADS Arsenal provides various ways to retrieve defense systems related genes information and visualize them with multifarious function modes. Moreover, an online analysis pipeline is integrated into PADS Arsenal to facilitate annotation and evolutionary analysis of defense genes. PADS Arsenal can also visualize the dynamic variation information of defense genes from pan-genome analysis. Overall, PADS Arsenal is a state-of-the-art open comprehensive resource to accelerate the research of prokaryotic defense systems.
Tai Chi for patients with mild cognitive impairment
Yang, Juan , Chon, Tony Y. , Li, Guangxi , Mallory, Molly J., Bublitz, Sara E. , Do, Alexander , Xiao, Lizu, Xiong, Donglin, Bauer, Brent A. , Li, Guangxi

Medicine | October 2, 2019 | Volume: 98 | Issue: 40 | Pages: e17118

10.1097/md.0000000000017118 | PMID 31577701 Get It

Abstract Background: Mild cognitive impairment (MCI) is an intermediate stage between the cognitive changes of normal aging and early dementia. Tai Chi (TC) may be particularly beneficial to patients with MCI due to its whole-body coordination characteristics. This systematic review protocol aims to outline the methods that will be used to assess the comparative effectiveness and safety of TC for MCI through a systematic review and meta-analysis. Methods: A systematic review will identify and evaluate randomized controlled trials (RCTs) that examined the effects and safety of TC compared to a placebo, conventional treatment, and no treatment on cognitive function in individuals with MCI. Studies from databases of MEDLINE, PubMed, Embase, Global Health, Cochrane Library, and Scopus from January 1990 to March 2019 reported in English will be searched. Two independent reviewers will screen the studies for inclusion with the eligibility criteria and extract data. Risk of bias of individual studies will be assessed in line with Cochrane risk of bias tool. The overall quality of cumulative evidence will be assessed using selected Grading of Recommendations, Assessment, Development, and Evaluations criteria. Statistics will be used for heterogeneity assessment, sensitivity analysis, data synthesis, generating funnel plots, and subgroup analysis. Meta-analysis will be performed, if sufficiently homogeneous studies are found. A narrative synthesis will be conducted, grouping studies by exposure and outcome definitions, and describing any differences by subgroups. Results: This study will provide practical and targeted evidence in investigating the impact of TC exercise for individuals with MCI. Conclusion: The findings of our study will provide updated evidence to determine whether TC is an effective intervention to patients with MCI. Trial registration number: International Prospective Register for Systematic Reviews (PROSPERO) number CRD42019125104.
Effective Use of Percutaneous Stellate Ganglion Blockade in Patients With Electrical Storm
Tian, Ying , Wittwer, Erica D. , Xiao, Peilin , Mulpuru, Siva K. , Deshmukh, Abhishek , Lee, Hon-Chi, Ackerman, Michael J. , Asirvatham, Samuel J. , Munger, Thomas M. , Liu, Xing-Peng , Friedman, Paul A. , Cha, Yong‐Mei , Asirvatham, Samuel J , Kapa, Suraj , McLeod, Christopher J. , Noseworthy, Peter A.

Circulation: Arrhythmia and Electrophysiology | September 13, 2019 | Volume: 12 | Issue: 9 | Pages: No page available

10.1161/circep.118.007118 | PMID 31514529 Get It

Background: Percutaneous stellate ganglion blockade (SGB) has been used for drug-refractory electrical storm due to ventricular arrhythmia (VA); however, the effects and long-term outcomes have not been well studied. Methods: This study included 30 consecutive patients who had drug-refractory electrical storm and underwent percutaneous SGB between October 1, 2013, and March 31, 2018. Bupivacaine, alone or combined with lidocaine, was injected into the neck with good local anesthetic spread in the vicinity of the left stellate ganglion (n=15) or both stellate ganglia (n=15). Data were collected for patient clinical characteristics, immediate and long-term outcomes, and procedure-related complications. Results: Clinical characteristics included age, 58±14 years; men, 73.3%; and left ventricular ejection fraction, 34±16%. At 24 hours, 60% of patients were free of VA. Patients whose VA was controlled had a lower hospital mortality rate than patients whose VA continued (5.6% versus 50.0%; P =0.009). Implantable cardioverter-defibrillator interrogation showed a significant 92% reduction in VA episodes from 26±41 to 2±4 in the 72 hours after SGB ( P <0.001). Patients who died during the same hospitalization (n=7) were more likely to have ischemic cardiomyopathy (100% versus 43.5%; P =0.03) and recurrent VA within 24 hours (85.7% versus 26.1%; P =0.009). There were no procedure-related major complications. Conclusions: SGB effectively attenuated electrical storm in more than half of patients without procedure-related complications. Percutaneous SGB may be considered for stabilizing ventricular rhythm in patients for whom other therapies have failed.
Clinical Features and Outcomes Associated with Angioedema in the Emergency Department
Sandefur, Benjamin J. , Silva, Lucas Oliveira J. e , Lohse, Christine M. , Goyal, Kiran A., Barbara, David W. , Castañeda-Guarderas, Ana, Liu, Xiaowei , E Silva, Lucas Oliveira J, Liu, Xiao-Wei, Campbell, Ronna L. , Oliveira J E Silva, Lucas

Western Journal of Emergency Medicine | September 9, 2019 | Volume: 20 | Issue: 5 | Pages: 760-769

10.5811/westjem.2019.6.42852 | PMID 31539333 Get It

Haploinsufficiency of mechanistic target of rapamycin ameliorates bag3 cardiomyopathy in adult zebrafish
Ding, Yonghe , Dvornikov, Alexey V. , Ma, Xiao , Wang, Yong , Lowerison, Matthew R. , Packard, René R. Sevag , Wang, Lei , Zhang, Yuji , Lowerison, Matthew, Lin, Xueying , Lowerison, Matthew , Ding, Yonghe , Zhang, Hong , Chen, Jun , Hsiai, Tzung K. , Xu, Xiaolei , Packard, Rene R S

Disease Models & Mechanisms | September 6, 2019 | Volume: 12 | Issue: 10 | Pages: No page available

10.1242/dmm.040154 | PMID 31492659 Get It

ABSTRACT The adult zebrafish is an emerging vertebrate model for studying human cardiomyopathies; however, whether the simple zebrafish heart can model different subtypes of cardiomyopathies, such as dilated cardiomyopathy (DCM), remains elusive. Here, we generated and characterized an inherited DCM model in adult zebrafish and used this model to search for therapeutic strategies. We employed transcription activator-like effector nuclease (TALEN) genome editing technology to generate frame-shift mutants for the zebrafish ortholog of human BCL2-associated athanogene 3 (BAG3), an established DCM-causative gene. As in mammals, the zebrafish bag3 homozygous mutant (bag3e2/e2) exhibited aberrant proteostasis, as indicated by impaired autophagy flux and elevated ubiquitinated protein aggregation. Through comprehensive phenotyping analysis of the mutant, we identified phenotypic traits that resembled DCM phenotypes in mammals, including cardiac chamber enlargement, reduced ejection fraction characterized by increased end-systolic volume/body weight (ESV/BW), and reduced contractile myofibril activation kinetics. Nonbiased transcriptome analysis identified the hyperactivation of the mechanistic target of rapamycin (mTOR) signaling in bag3e2/e2 mutant hearts. Further genetic studies showed that mtorxu015/+, an mTOR haploinsufficiency mutant, repaired abnormal proteostasis, improved cardiac function and rescued the survival of the bag3e2/e2 mutant. This study established the bag3e2/e2 mutant as a DCM model in adult zebrafish and suggested mtor as a candidate therapeutic target gene for BAG3 cardiomyopathy.
Comparison of Pheochromocytoma-Specific Morbidity and Mortality Among Adults With Bilateral Pheochromocytomas Undergoing Total Adrenalectomy vs Cortical-Sparing Adrenalectomy
Neumann, Hartmut P.H., Tsoy, Uliana, Amodru, Vincent , Walz, Martin K. , Kaur, Ravinder Jeet , McKenzie, Travis J. , Qi, Xiao-Ping , Bandgar, Tushar , Petrov, Roman , Yukina, M. Yu. , Roslyakova, Anna , Horst‐Schrivers, Anouk N.A. van der , Berends, Annika M.A. , Hoff, Ana O. , Castroneves, Luciana Audi , Rizzati, Silvia, Mian, Caterina , Dvořáková, Šárka , Hasse-Lazar, Kornelia , Kvachenyuk, Andrey, Pęczkowska, Mariola , Loli, Paola , Erenler, Feyza , Krauß, Tobias , Almeida, Madson Q. , Liu, Longfei , Zhu, Feizhou , Recasens, Mònica, Wohllk, Nelson , Corssmit, Eleonora P.M. , Kunavisarut, Tada , Schalin‐Jäntti, Camilla , Castinetti, Frédéric , Vlček, Petr , Beltsevich, D. G. , Егоров, В. И. , Schiavi, Francesca , Links, Thera P. , Lechan, Ronald M. , Bausch, Birke, Group, for the International Bilateral-Pheochromocytoma-Registry, Ngeow, Joanne , Jarząb, Barbara , Hudiakova, N. V. , Fragoso, Maria Candida Barisson Villares , Grineva, Elena , Tsoy, U. A. , Opocher, Giuseppe , Ngeow, Joanne , Bancos, Irina , Tirosh, Amit , Ferrara, Alfonso Massimiliano , Recasens, Monica, Shafigullina, Zulfiya R. , Calissendorff, Jan , Grozinsky‐Glasberg, Simona , Egorov, Viacheslav I., Young, William F. , Eng, Charis , Almeida, Madson Q

JAMA Network Open | August 9, 2019 | Volume: 2 | Issue: 8 | Pages: e198898

10.1001/jamanetworkopen.2019.8898 | PMID 31397861 Get It

Abstract 598: Genetically predicted concentration of circulating proteins and epithelial ovarian cancer risk
Shu, Xiao-Ou , Shu, Xiao‐Ou, Moysich, Kirsten B. , Goode, Ellen L. , Sellers, Thomas A. , Jia, Guochong , Long, Jirong , Cai, Qiuyin , Zheng, Wei

Cancer Research | August 7, 2019 | Volume: 79 | Issue: 13_Supplement | Pages: 598-598

10.1158/1538-7445.am2019-598 Get It

Abstract Epithelial ovarian cancer (EOC) is the most common gynecological cancer, and ranks fifth in cancer deaths among women in the United States. Previous studies have identified several circulating proteins biomarkers for EOC risk, such as CA125 antigen and insulin-like growth factor-1 (IGF-1). However, previous studies on protein biomarkers for EOC were limited with small sample sizes, and only a few proteins investigated. In this study, we integrated genomics and proteomics data to search for novel circulating protein biomarkers for EOC risk. We constructed study instruments using genetic variants for protein quantitative trait loci (pQTL) for over 1,400 circulating proteins. Beta coefficients and standard errors of the selected pQTL variants in relation to EOC risk were obtained from 25,509 EOC cases and 40,941 controls from the Ovarian Cancer Association Consortium (OCAC). An inverse-variance weighted method was used to evaluate the association of these genetically predicted protein levels and risk of overall and serous EOC. We identified 35 protein biomarkers, for which their genetically predicted levels were significantly associated with the risk of either overall or serous EOC (false discovery rate &lt;0.05). There are 25 proteins showing significant associations with both overall and serous EOC; most of the associations were stronger for serous EOC than overall EOC. The association for 31 proteins could be attributed, in part, to variants at ABO 9q34.2, a known ovarian cancer susceptibility locus. Five ABO locus-related proteins are in the PI3K-Akt signaling pathway, including insulin-like growth factor 1 receptor, hepatocyte growth factor receptor, interleukin-3 receptor subunit alpha, insulin receptor, and vascular endothelial growth factor receptor 2. Four of these proteins are also in the Rap1 and Ras signaling pathway. These five proteins are all inversely associated with the risk of overall EOC, with odds ratios ranging from 0.64 to 0.93 per unit increase in genetic risk scores (p values: 7.55×10-7 to 5.66×10-2). Four EOC associated proteins which were not influenced by variants in 9q34.2 are microfibrillar-associated protein 2, protein delta homolog 1, semenogelin-2, and netrin-G1, all of which showed significant associations with overall EOC, but not the serous subtype. Our study identifies potential novel biomarkers for ovarian cancer and suggests that genetic variants at locus 9q34.2 may play a role in the relation between levels of these proteins and risk of ovarian cancer. Citation Format: Guochong Jia, Xiang Shu, Xiao-Ou Shu, Jirong Long, Qiuyin Cai, Kirsten B. Moysich, Ellen L. Goode, Thomas A. Sellers, Wei Zheng. Genetically predicted concentration of circulating proteins and epithelial ovarian cancer risk [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 598.
Abstract 2658: PFKFB3 inhibition reprograms malignant pleural mesothelioma to glycolytic stress-induced macropinocytosis and ER stress as independent binary adaptive responses
Jin, Ling , Roy, Debarshi , Jung, Deok‐Beom , Xiao, Yinan , Staub, Julie , Molina, Julian R. , Shridhar, Viji , Bhattacharya, Sayantani Sarkar , Jin, Ling, Thirusangu, Prabhu , Xiao, Yinan

Cancer Research | August 7, 2019 | Volume: 79 | Issue: 13_Supplement | Pages: 2658-2658

10.1158/1538-7445.am2019-2658 Get It

Abstract The metabolic signatures of cancer cells are often associated with elevated glycolysis which promotes alteration in cellular bioenergetics. 6-phosphofructo-2-kinase/fructose-2,6-biphosphatase 3 (PFKFB3), a critical control point in the glycolytic pathway has emerged as a potential anti-cancer target associated with many aspects of neoplastic progression. Pharmacological (PFK158 treatment) and genetic inhibition of PFKFB3 activity, decreases glucose uptake, ATP production, and lactate dehydrogenase activity and inhibits cell proliferation in vitro by arresting the cells in the G0/G1 phase induced cell death in malignant pleural mesothelioma (MPM). It induces an early response of increased macropinocytosis and drastic endosomal vacuolization to overcome the nutrient stress both in sarcomatoid (H28) and epithelioid (EMMeso) MPM cells. Inhibition of PFKFB3 leads to the activation of the endocytic Rac1-Rab5-Rab7 pathway resulting in a unique form of cell death called “methuosis”. Transmission Electron Microscopy analysis showed that pharmacological and genetic inhibition of PFKFB3 activity leads to the formation of nascent macropinocytotic vesicles, which rapidly coalesced to form large vacuoles with compromised lysosomal function. Confocal microscopy revealed F-actin and α-tubulin disassembly leading to the disruption of cell structure integrity. In parallel, PFKFB3 expression inversely modulates endoplasmic reticulum (ER) stress in MPM. Pharmacological and genetic inhibition of PFKFB3 led to an escalation in ER activity and aggravated ER stress mostly by upregulating BiP and GADD153 expression levels. However, EHT1864, a Rac1 inhibitor, could not rescue MPM cells from ER stress, suggesting that the activation of macropinocytosis and ER stress are a result of two independent PFKFB3 modulated adaptive responses. Both immunofluorescence microscopy and co-immunoprecipitation analyses revealed that the two crucial biomolecules of each pathway, Rac1 and Calnexin, interact with each other only at the later stages of PFKFB3 inhibition. Finally, PFK158, in a combination of with CBPt, demonstrated a significant reduction in tumor weight in mesothelin overexpressed EMMeso xenograft model. Since most cancer cells exhibit an increased glycolytic rate, these results provide evidence for PFK158, in combination with standard chemotherapy, may have a potential in the treatment of MPM. Citation Format: Sayantani Sarkar Bhattacharya, Ling Jin, Debarshi Roy, Deokbeom Jung, Prabhu Thirusangu, Yinan Xiao, Julie Staub, Julian Molina, Viji Shridhar. PFKFB3 inhibition reprograms malignant pleural mesothelioma to glycolytic stress-induced macropinocytosis and ER stress as independent binary adaptive responses [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 2658.
Abstract 1591: Large-scale transcriptome-wide association study (TWAS) identifies novel candidate susceptibility genes for pancreatic cancer
Zhong, Jun, Jermusyk, Ashley , Wu, Lang , Collins, Irene , Song, Lei , Chung, Charles C., Xiao, Wenming , Wolpin, Brian M. , Chatterjee, Nilanjan , Shi, Jianxin , Petersen, Gloria M. , Hoskins, Jason W. , Zhang, Mingfeng , Zhang, Tongwu , Stolzenberg‐Solomon, Rachael Z. , Klein, Alison P. , Shu, Xiao‐Ou , Chanock, Stephen Jacob , Olson, Sara H. , Smith, Jill Palmer , Kraft, Peter , Zheng, Wei , Ámundadóttir, Laufey T.

Cancer Research | August 7, 2019 | Volume: 79 | Issue: 13_Supplement | Pages: 1591-1591

10.1158/1538-7445.am2019-1591 Get It

Abstract Pancreatic Ductal Adenocarcinoma (PDAC) is the third leading cause of cancer-related deaths in United States with a 5-year survival rate of only 8%. Inherited predisposition plays an important role in PDAC risk. Rare, moderately to highly penetrant mutations in hereditary cancer and pancreatitis genes, identified in families with a high incidence of disease, account for a small fraction of cases. At the other end of the spectrum, common risk variants of low penetrance have been discovered through genome-wide association studies (GWAS). Currently, over 20 common PDAC risk signals have been identified through GWAS in populations of European ancestry. However, these loci explain only a small fraction of genetic heritability for PDAC, and the causal genes for the large majority of these are unknown. Most susceptibility alleles discovered through GWAS are located in noncoding regions of the genome and are likely to function through allele specific regulation of gene expression. Transcriptome-wide association studies integrate expression quantitative trait loci (eQTL) with GWAS data to discover genes whose cis-regulated expression is associated with complex traits. To identify novel susceptibility loci and likely causal genes, we applied this approach to PDAC. Firstly, we used two reference datasets generated from histologically normal pancreatic tissue samples from individuals of European ancestry, the DCEG/LTG (n=95) and Genotype-Tissue Expression (GTEx v7, n=174), to build robust predictors for gene expression (n=2,872-5,906; r2&gt;0.01), using 5 different models (Top1, Lasso, Enet, Blup and Bslmm) in FUSION and PrediXcan. Gene expression predictors (n=2,043-21,422) were also generated by Enet in 48 different tissues (n=74-421 samples) from 608 individuals of European ancestry (GTEx). We then applied these predictor models to PDAC GWAS summary statistics from 9,040 PC cases and 12,496 controls. We discovered 24 genes whose genetically predicted expression is significantly associated with PDAC risk (FDR &lt; 0.05), including 13 candidate genes at 10 novel loci (CELA3B, SMC2, SMC2-AS1, RP11-80H5.9, SMUG1, BTBD6, RCCD1, PNMT, CDK12, PGAP3, SUPT4H1, RP11-888D10.3 and PGPEP1) and 11 at 5 known risk loci (TERT, CLPTM1L, ZDHHC11B, INHBA, ABO, PDX1, KLF5, WDR59, CFDP1, BCAR1 and TMEM170A). Pathway enrichment analysis for genes differentially expressed in the top vs. bottom quartile of CELA3B expression highlighted higher expression of inflammatory and immune response genes in both the DCEG/LTG and GTEx pancreatic transcriptome datasets, indicating that low expression of this gene may be associated with an inflammatory state in the pancreas. Our findings showcase the utility of integrating multiple datasets to generate hypotheses and provide novel clues for the genetic mechanisms underlying pancreatic cancer risk. Citation Format: Jun Zhong, Ashley Jermusyk, Lang Wu, Jason W. Hoskins, Irene Collins, Mingfeng Zhang, Song Lei, Charles C. Chung, Tongwu Zhang, Wenming Xiao, Rachael Stolzenberg-Solomon, Alison P. Klein, Brian M. Wolpin, Xiao-Ou Shu, Stephen J. Chanock, Sara Olson, Nilanjan Chatterjee, Jill Smith, Jianxin Shi, Peter Kraft, Gloria M. Petersen, Wei Zheng, Laufey T. Amundadottir. Large-scale transcriptome-wide association study (TWAS) identifies novel candidate susceptibility genes for pancreatic cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 1591.
Abstract 139: Single-cell RNA sequencing reveals compromised immune microenvironment in precursor stages of multiple myeloma
Zavidij, Oksana, Park, Jihye , Reidy, Mairéad, Ferland, Benjamin, Manier, Salomon , Bustoros, Mark , Huynh, Daisy , Berrios, Brianna, Rahmat, Mahshid , He, Meng Xiao , Maruvka, Yosef E. , Guerriero, Jennifer L. , Goldman, Melissa , Azzi, Jamil, Haradhvala, Nicholas J , Mouhieddine, Tarek H. , Sklavenitis‐Pistofidis, Romanos , Flaifel, Abdallah , Capelletti, Marzia , Liu, Chia‐Jen , Braggio, Esteban , Fonseca, Rafaël , Van Allen, Eliezer M , McCarroll, Steven A. , Getz, Gad , Ghobrial, Irene M.

Cancer Research | August 7, 2019 | Volume: 79 | Issue: 13_Supplement | Pages: 139-139

10.1158/1538-7445.am2019-139 Get It

Abstract In multiple myeloma (MM), despite well-characterized precursor states such as monoclonal gammopathy of undetermined significance (MGUS) and smoldering multiple myeloma (SMM), there is a lack of sufficient biomarkers to predict disease progression. Most genomic analyses have studied the malignant plasma cells, however, cancers form a complex ecosystem with the immune and stromal microenvironment. To characterize the cellular composition and transcriptional programs of each component of the tumor and microenvironment at different stages of MM progression, we employed single-cell RNA sequencing on 48K plasma and 40.8K immune microenvironmental cells from a cohort of 22 patients with varying stages of disease progression and 9 healthy donors. Expression profiles of plasma cells revealed clear tumor-specific differences in known oncogenic drivers in MM (MMSET/FGFR3, CCND1 and MAFB) as well as other clonally expressed genes (LAMP5, HIST1H1C, and AREG), distinguishing them from healthy plasma cells. We identified a subset of cycling plasma cells in malignant samples, observing a range of proliferative capacity across disease stages. Furthermore, our approach allowed a unique head-to-head comparison of gene expression changes in normal and malignant plasma cells from the same individual, revealing early alterations in genes related to immune modulation (NKBIA) or controlling transcription and differentiation (EID1). Some alterations were patient-specific, while others, such as MHC I overexpression and CD27 loss, were recurrently observed across subsets of the cohort. Analysis of the BM microenvironment demonstrated significant infiltration of natural killer cells, non-classical monocytes/macrophages, and T cells, even in the earliest stages of the disease. Further investigation revealed upregulation of MHC II expression at the mRNA level in CD14+ monocytes/macrophages and yet, intriguingly, analysis by CyTOF and immunohistochemistry revealed a shift towards intracellular localization of MHC II in these cells. Co-culture with MM cell lines was sufficient to induce the decrease of extracellular MHC II, providing strong evidence for MM-induced compromised antigen presentation by macrophages, and hinting at a mechanism of immune evasion. Together, our results provide a comprehensive view at the complex interplay of the immune and malignant cells in different stages of the disease. We demonstrate the immune response beginning in premalignant conditions to be heterogeneous, including compromised antigen presentation as well as alterations in cellular composition and signaling. Consideration of the type of immunological response may prove valuable in determination of progression risk, as well as open up potential strategies for therapy. Citation Format: Nicholas J. Haradhvala, Oksana Zavidij, Tarek H. Mouhieddine, Romanos Sklavenitis-Pistofidis, Jihye Park, Mairead Reidy, Abdallah Flaifel, Benjamin Ferland, Salomon Manier, Mark Bustoros, Daisy Huynh, Marzia Capelletti, Brianna Berrios, Mahshid Rahmat, Chia-Jen Liu, Meng Xiao He, Esteban Braggio, Rafael Fonseca, Yosef Maruvka, Jennifer Guerriero, Melissa Goldman, Eliezer Van Allen, Steven McCarroll, Jamil Azzi, Gad Getz, Irene M. Ghobrial. Single-cell RNA sequencing reveals compromised immune microenvironment in precursor stages of multiple myeloma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 139.