Michele F. Eisenga

Dr. Michele F. Eisenga

Division of Nephrology, Department of Internal Medicine, University Medical Center Groningen, Groningen, The Netherlands
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Research Focus & Metrics

Academic Career Length

12Years (2015-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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31 December 2018 in BMJ Open
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Journal Article
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Michele F. EisengaMichele F. Eisenga
Michele F. Eisenga
AGAntonio W Gomes-Neto
Antonio W Gomes-Neto
MLMarco van Londen
Marco van Londen
AZAaltje L Ziengs
Aaltje L Ziengs
RDRianne M Douwes
Rianne M Douwes
SBStephan J L Bakker
Stephan J L Bakker
Introduction In the past decades, short-term results after solid organ transplantation have markedly improved. Disappointingly, this has not been accompanied by parallel improvements in long-term outcomes after transplantation. To improve graft and recipient outcomes, identification of potentially modifiable risk factors and development of biomarkers are required. We provide the rationale and design of a large prospective cohort study of solid organ transplant recipients (TransplantLines). Methods and analysis TransplantLines is designed as a single-centre, prospective cohort study and biobank including all different types of solid organ transplant recipients as well as living organ donors. Data will be collected from transplant candidates before transplantation, during transplantation, at 3 months, 6 months, 1 year, 2 years and 5 years, and subsequently every 5 years after transplantation. Data from living organ donors will be collected before donation, during donation, at 3 months, 1 year and 5 years after donation, and subsequently every 5 years. The primary outcomes are mortality and graft failure. The secondary outcomes will be cause-specific mortality, cause-specific graft failure and rejection. The tertiary outcomes will be other health problems, including diabetes, obesity, hypertension, hypercholesterolaemia and cardiovascular disease, and disturbances that relate to quality of life, that is, physical and psychological functioning, including quality of sleep, and neurological problems such as tremor and polyneuropathy. Ethics and dissemination Ethical approval has been obtained from the relevant local ethics committee. The TransplantLines cohort study is designed to deliver pioneering insights into transplantation and donation outcomes. The study design allows comprehensive data collection on perioperative care, nutrition, social and psychological functioning, and biochemical parameters. This may provide a rationale for future intervention strategies to more individualised, patient-centred transplant care and individualisation of treatment. Trial registration number NCT03272841.

1 February 2020 in Journal of Clinical Medicine
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JSJohann Swarte
Johann Swarte
RDRianne Douwes
Rianne Douwes
SHShixian Hu
Shixian Hu
AVArnau Vich Vila
Arnau Vich Vila
Michele F. EisengaMichele F. Eisenga
Michele F. Eisenga
SBStephan Bakker
Stephan Bakker
Renal transplantation is life-changing in many aspects. This includes changes to the gut microbiome likely due to exposure to immunosuppressive drugs and antibiotics. As a consequence, renal transplant recipients (RTRs) might suffer from intestinal dysbiosis. We aimed to investigate the gut microbiome of RTRs and compare it with healthy controls and to identify determinants of the gut microbiome of RTRs. Therefore, RTRs and healthy controls participating in the TransplantLines Biobank and Cohort Study (NCT03272841) were included. We analyzed the gut microbiome using 16S rRNA sequencing and compared the composition of the gut microbiome of RTRs to healthy controls using multivariate association with linear models (MaAsLin). Fecal samples of 139 RTRs (50% male, mean age: 58.3 ± 12.8 years) and 105 healthy controls (57% male, mean age: 59.2 ± 10.6 years) were collected. Median time after transplantation of RTRs was 6.0 (1.5–12.5)years. The microbiome composition of RTRs was significantly different from that of healthy controls, and RTRs had a lower diversity of the gut microbiome (p < 0.01). Proton-pump inhibitors, mycophenolate mofetil, and estimated glomerular filtration rate (eGFR) are significant determinants of the gut microbiome of RTRs (p < 0.05). Use of mycophenolate mofetil correlated to a lower diversity (p < 0.01). Moreover, significant alterations were found in multiple bacterial taxa between RTRs and healthy controls. The gut microbiome of RTRs contained more Proteobacteria and less Actinobacteria, and there was a loss of butyrate-producing bacteria in the gut microbiome of RTRs. By comparing the gut microbiome of RTRs to healthy controls we have shown that RTRs suffer from dysbiosis, a disruption in the balance of the gut microbiome.

1 June 2021 in Journal of the American Heart Association
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YCYook Chin Chia
Yook Chin Chia
LKLyanne M. Kieneker
Lyanne M. Kieneker
GHGaston van Hassel
Gaston van Hassel
SBS. Heleen Binnenmars
S. Heleen Binnenmars
INIlja M. Nolte
Ilja M. Nolte
Michele F. EisengaMichele F. Eisenga
Michele F. Eisenga
Background: The cause of heart failure with preserved ejection fraction (HFpEF) is poorly understood, and specific therapies are lacking. Previous studies suggested that inflammation plays a role in the development of HFpEF. Herein, we aimed to investigate in community‐dwelling individuals whether a higher plasma interleukin 6 (IL‐6) level is associated with an increased risk of developing new‐onset heart failure (HF) over time, and specifically HFpEF. Methods and Results: We performed a case‐cohort study based on the PREVEND (Prevention of Renal and Vascular End‐Stage Disease) study, a prospective general population‐based cohort study. We included 961 participants, comprising 200 participants who developed HF and a random group of 761 controls. HF with reduced ejection fraction or HFpEF was defined on the basis of the left ventricular ejection fraction of ≤40% or >40%, respectively. In Cox proportional hazard regression analyses, IL‐6 levels were statistically significantly associated with the development of HF (hazard ratio [HR], 1.28; 95% CI, 1.02–1.61; P =0.03) after adjustment for key risk factors. Specifically, IL‐6 levels were significantly associated with the development of HFpEF (HR, 1.59; 95% CI, 1.16–2.19; P =0.004), whereas the association with HF with reduced ejection fraction was nonsignificant (HR, 1.05; 95% CI, 0.75–1.47; P =0.77). In sensitivity analyses, defining HFpEF as left ventricular ejection fraction ≥50%, IL‐6 levels were also significantly associated with the development of HFpEF (HR, 1.47; 95% CI, 1.04–2.06; P =0.03) after adjustment for key risk factors. Conclusions: IL‐6 is associated with new‐onset HFpEF in community‐dwelling individuals, independent of potential confounders. Our findings warrant further research to investigate whether IL‐6 might be a novel treatment target to prevent HFpEF.

31 August 2022 in Science Translational Medicine
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Journal Article
Closed access
JSJohann Swarte
Johann Swarte
YLYanni Li
Yanni Li
SHShixian Hu
Shixian Hu
JBJohannes R Björk
Johannes R Björk
RGR. Gacesa
R. Gacesa
RWRinse K. Weersma
Rinse K. Weersma
Organ transplantation is a life-saving treatment for patients with end-stage disease, but survival rates after transplantation vary considerably. There is now increasing evidence that the gut microbiome is linked to the survival of patients undergoing hematopoietic cell transplant, yet little is known about the role of the gut microbiome in solid organ transplantation. We analyzed 1370 fecal samples from 415 liver and 672 renal transplant recipients using shotgun metagenomic sequencing to assess microbial taxonomy, metabolic pathways, antibiotic resistance genes, and virulence factors. To quantify taxonomic and metabolic dysbiosis, we also analyzed 1183 age-, sex-, and body mass index–matched controls from the same population. In addition, a subset of 78 renal transplant recipients was followed longitudinally from pretransplantation to 24 months after transplantation. Our data showed that both liver and kidney transplant recipients suffered from gut dysbiosis, including lower microbial diversity, increased abundance of unhealthy microbial species, decreased abundance of important metabolic pathways, and increased prevalence and diversity of antibiotic resistance genes and virulence factors. These changes were found to persist up to 20 years after transplantation. Last, we demonstrated that the use of immunosuppressive drugs was associated with the observed dysbiosis and that the extent of dysbiosis was associated with increased mortality after transplantation. This study represents a step toward potential microbiome-targeted interventions that might influence the outcomes of recipients of solid organ transplantation.

12 September 2018 in BMC Nephrology
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Michele F. EisengaMichele F. Eisenga
Michele F. Eisenga
INIlja Nolte
Ilja Nolte
PMPeter Van Der Meer
Peter Van Der Meer
SBStephan Bakker
Stephan Bakker
CGCarlo A. J. M. Gaillard
Carlo A. J. M. Gaillard
Iron deficiency is highly prevalent in chronic kidney disease (CKD) patients. In clinical practice, iron deficiency is defined based on a combination of two commonly used markers, ferritin and transferrin saturation (TSAT). However, no consensus has been reached which cutoffs of these parameters should be applied to define iron deficiency. Hence, we aimed to assess prospectively which cutoffs of ferritin and TSAT performed optimally for outcomes in CKD patients. We meticulously analyzed 975 CKD community dwelling patients of the Prevention of Renal and Vascular Endstage Disease prospective study based on an estimated glomerular filtration rate < 60 ml/min/1.73m2, albuminuria > 30 mg/24 h, or albumin-to-creatinine ratio ≥ 30 mg/g. Cox proportional hazard regression analyses using different sets and combinations of cutoffs of ferritin and TSAT were performed to assess prospective associations with all-cause mortality, cardiovascular mortality, and development of anemia. Of the included 975 CKD patients (62 ± 12 years, 64% male with an estimated glomerular filtration rate of 77 ± 23 ml/min/1.73m2), 173 CKD patients died during a median follow-up of 8.0 (interquartile range 7.5–8.7) years of which 70 from a cardiovascular cause. Furthermore, 164 CKD patients developed anemia. The highest risk for all-cause mortality (hazard ratio, 2.83; 95% confidence interval, 1.53–5.24), cardiovascular mortality (4.15; 1.78–9.66), and developing anemia (3.07; 1.69–5.57) was uniformly observed for a TSAT< 10%, independent of serum ferritin level. In this study, we have shown that of the traditionally used markers of iron status, reduced TSAT, especially TSAT< 10%, is most strongly associated with the risk of adverse outcomes in CKD patients irrespective of serum ferritin level, suggesting that clinicians should focus more on TSAT rather than ferritin in this patient setting. Specific attention to iron levels below this cutoff seems warranted in CKD patients.

3 August 2017 in Journal of the American Society of Nephrology
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Journal Article
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Michele F. EisengaMichele F. Eisenga
Michele F. Eisenga
MLMarco van Londen
Marco van Londen
DLDavid E. Leaf
David E. Leaf
INIlja M. Nolte
Ilja M. Nolte
GNGerjan Navis
Gerjan Navis
CGCarlo A.J.M. Gaillard
Carlo A.J.M. Gaillard
Iron deficiency (ID) is independently associated with an increased risk of death in renal transplant recipients (RTRs). ID promotes production and cleavage of intact fibroblast growth factor 23 (iFGF23) into C-terminal fibroblast growth factor 23 (cFGF23), elevated levels of which are also prospectively associated with adverse outcomes. We hypothesized that in RTRs, the relationship between ID and mortality is mediated by FGF23. We measured plasma iFGF23 and cFGF23 levels in 700 stable RTRs at a median of 5.4 years after transplant. RTRs with ID had median (interquartile range) cFGF23 concentrations higher than those of RTRs without ID (223 [131–361] versus 124 [88–180] RU/ml; P<0.001), whereas iFGF23 concentrations were similar between groups. In multivariable-adjusted Cox regression analyses, ID associated with increased mortality (81 events; hazard ratio, 1.95; 95% confidence interval, 1.22 to 3.10; P<0.01). However, this association lost significance after additional adjustment for cFGF23 levels (hazard ratio, 1.45; 95% confidence interval, 0.87 to 2.51; P=0.15). In further mediation analysis, cFGF23 explained 46% of the association between ID and mortality, whereas iFGF23 did not mediate this association. In conclusion, we found that cFGF23 levels are increased in iron-deficient RTRs and that the underlying biologic process driving production and cleavage of iFGF23, or alternatively the increased level of cFGF23 fragments, probably is an important mediator of the association between ID and mortality. Our results underline the strong relationship between iron and FGF23 physiology, and provide a potential mechanism explaining the relationship between ID and adverse outcome in RTRs.