Specific gut microbiome members are associated with distinct immune markers in pediatric allogeneic hematopoietic stem cell transplantation

被引:72
作者
Ingham, Anna Caecilia [1 ,7 ]
Kielsen, Katrine [2 ,3 ]
Cilieborg, Malene Skovsted [4 ]
Lund, Ole [5 ]
Holmes, Susan [6 ]
Aarestrup, Frank M. [1 ]
Mueller, Klaus Gottlob [2 ,3 ]
Pamp, Sunje Johanna [1 ]
机构
[1] Tech Univ Denmark, Res Grp Genom Epidemiol, Lyngby, Denmark
[2] Copenhagen Univ Hosp, Rigshosp, Dept Rheumatol & Spine Dis, Inst Inflammat Res, Copenhagen, Denmark
[3] Copenhagen Univ Hosp, Rigshosp, Dept Pediat & Adolescent Med, Copenhagen, Denmark
[4] Univ Copenhagen, Dept Clin Vet & Anim Sci, Comparat Pediat & Nutr, Frederiksberg, Denmark
[5] Tech Univ Denmark, Dept Bio & Hlth Informat, Lyngby, Denmark
[6] Stanford Univ, Dept Stat, Stanford, CA 94305 USA
[7] Statens Serum Inst, Dept Bacteria Parasites & Fungi, Copenhagen, Denmark
关键词
Gut microbiota; Pediatric cancer; HSCT; 16S rRNA gene profiling; Data integration; Immune reconstitution; Ruminococcaceae; Human beta-defensin 2; acute GvHD; B cells and NK cells; GASTROINTESTINAL TOXICITY; RECONSTITUTION; CHEMOTHERAPY; ANTIBIOTICS; DIVERSITY; RECOVERY; LEUKEMIA; RISK;
D O I
10.1186/s40168-019-0745-z
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Background Increasing evidence reveals the importance of the microbiome in health and disease and inseparable host-microbial dependencies. Host-microbe interactions are highly relevant in patients receiving allogeneic hematopoietic stem cell transplantation (HSCT), i.e., a replacement of the cellular components of the patients' immune system with that of a foreign donor. HSCT is employed as curative immunotherapy for a number of non-malignant and malignant hematologic conditions, including cancers such as acute lymphoblastic leukemia. The procedure can be accompanied by severe side effects such as infections, acute graft-versus-host disease (aGvHD), and death. Here, we performed a longitudinal analysis of immunological markers, immune reconstitution and gut microbiota composition in relation to clinical outcomes in children undergoing HSCT. Such an analysis could reveal biomarkers, e.g., at the time point prior to HSCT, that in the future could be used to predict which patients are of high risk in relation to side effects and clinical outcomes and guide treatment strategies accordingly. Results In two multivariate analyses (sparse partial least squares regression and canonical correspondence analysis), we identified three consistent clusters: (1) high concentrations of the antimicrobial peptide human beta-defensin 2 (hBD2) prior to the transplantation in patients with high abundances of Lactobacillaceae, who later developed moderate or severe aGvHD and exhibited high mortality. (2) Rapid reconstitution of NK and B cells in patients with high abundances of obligate anaerobes such as Ruminococcaceae, who developed no or mild aGvHD and exhibited low mortality. (3) High inflammation, indicated by high levels of C-reactive protein, in patients with high abundances of facultative anaerobic bacteria such as Enterobacteriaceae. Furthermore, we observed that antibiotic treatment influenced the bacterial community state. Conclusions We identify multivariate associations between specific microbial taxa, host immune markers, immune cell reconstitution, and clinical outcomes in relation to HSCT. Our findings encourage further investigations into establishing longitudinal surveillance of the intestinal microbiome and relevant immune markers, such as hBD2, in HSCT patients. Profiling of the microbiome may prove useful as a prognostic tool that could help identify patients at risk of poor immune reconstitution and adverse outcomes, such as aGvHD and death, upon HSCT, providing actionable information in guiding precision medicine.
引用
收藏
页数:22
相关论文
共 65 条
[1]  
[Anonymous], R PACKAGE VERSION
[2]  
[Anonymous], CORVELLEC MARIANNE D
[3]   Haematopoietic cell transplantation as immunotherapy [J].
Appelbaum, FR .
NATURE, 2001, 411 (6835) :385-389
[4]   Understanding and harnessing the graft-versus-leukaemia effect [J].
Barrett, A. John .
BRITISH JOURNAL OF HAEMATOLOGY, 2008, 142 (06) :877-888
[5]   Immune Reconstitution Kinetics as an Early Predictor for Mortality using Various Hematopoietic Stem Cell Sources in Children [J].
Bartelink, Imke Heleen ;
Belitser, Svetlana V. ;
Knibbe, Catherijne A. J. ;
Danhof, Meindert ;
de Pagter, Anne J. ;
Egberts, Toine C. G. ;
Boelens, Jaap Jan .
BIOLOGY OF BLOOD AND MARROW TRANSPLANTATION, 2013, 19 (02) :305-313
[6]   Interactions between the microbiota and pathogenic bacteria in the gut [J].
Baumler, Andreas J. ;
Sperandio, Vanessa .
NATURE, 2016, 535 (7610) :85-93
[7]  
Callahan Ben J, 2016, F1000Res, V5, P1492
[8]   QIIME allows analysis of high-throughput community sequencing data [J].
Caporaso, J. Gregory ;
Kuczynski, Justin ;
Stombaugh, Jesse ;
Bittinger, Kyle ;
Bushman, Frederic D. ;
Costello, Elizabeth K. ;
Fierer, Noah ;
Pena, Antonio Gonzalez ;
Goodrich, Julia K. ;
Gordon, Jeffrey I. ;
Huttley, Gavin A. ;
Kelley, Scott T. ;
Knights, Dan ;
Koenig, Jeremy E. ;
Ley, Ruth E. ;
Lozupone, Catherine A. ;
McDonald, Daniel ;
Muegge, Brian D. ;
Pirrung, Meg ;
Reeder, Jens ;
Sevinsky, Joel R. ;
Tumbaugh, Peter J. ;
Walters, William A. ;
Widmann, Jeremy ;
Yatsunenko, Tanya ;
Zaneveld, Jesse ;
Knight, Rob .
NATURE METHODS, 2010, 7 (05) :335-336
[9]   Gut Immune Maturation Depends on Colonization with a Host-Specific Microbiota [J].
Chung, Hachung ;
Pamp, Suenje J. ;
Hill, Jonathan A. ;
Surana, Neeraj K. ;
Edelman, Sanna M. ;
Troy, Erin B. ;
Reading, Nicola C. ;
Villablanca, Eduardo J. ;
Wang, Sen ;
Mora, Jorge R. ;
Umesaki, Yoshinori ;
Mathis, Diane ;
Benoist, Christophe ;
Relman, David A. ;
Kasper, Dennis L. .
CELL, 2012, 149 (07) :1578-1593
[10]   Long-term immune deficiency after allogeneic stem cell transplantation: B-cell deficiency is associated with late infections [J].
Corre, Elise ;
Carmagnat, Maryvonnick ;
Busson, Marc ;
de Latour, Regis Peffault ;
Robin, Marie ;
Ribaud, Patricia ;
Toubert, Antoine ;
Rabian, Claire ;
Socie, Gerard .
HAEMATOLOGICA-THE HEMATOLOGY JOURNAL, 2010, 95 (06) :1025-1029