Literature DB >> 32616563

Systemic lupus erythematosus and neutropaenia: a hallmark of haematological manifestations.

Aurore Meyer1,2, Aurélien Guffroy3,2,4, Gilles Blaison5, Yannick Dieudonne1,2,4, Zahir Amoura6, Bernard Bonnotte7, Christoph Fiehn8, Pierre Kieffer9, Hannes Martin Lorenz10, Nadine Magy-Bertrand11, François Maurier12, Jean-Louis Pennaforte13, Hans-Hartmut Peter14, Andreas Schwarting15, Jean Sibilia16, Laurent Arnaud2,4,16, Thierry Martin1,2,4, Reinhard Edmund Voll14, Anne-Sophie Korganow1,2,4.   

Abstract

OBJECTIVE: Systemic lupus is a chronic autoimmune disease characterised by its phenotypic heterogeneity. Neutropaenia is a frequent event in SLE occurring in 20%-40% of patients depending on the threshold value of neutrophil count. On a daily basis, the management of neutropaenia in SLE is difficult with several possible causes. Moreover, the infectious consequences of neutropaenia in SLE remain not well defined.
METHODS: 998 patients from the Lupus BioBank of the upper Rhein (LBBR), a large German and French cohort of patients with SLE, mostly of Caucasian origin (83%), were included in this study. Neutropaenia was considered when neutrophil count was below 1800×106/L. An additional analysis of detailed medical records was done for 65 LBBR patients with neutropaenia.
RESULTS: 208 patients with neutropaenia (21%) were compared with 779 SLE patients without neutropaenia. Neutropaenia in SLE was significantly associated with thrombocytopaenia (OR 4.11 (2.57-10.3)), lymphopaenia (OR 4.41 (2.51-11.5)) and low C3 (OR 1.91 (1.03-4.37)) in multivariate analysis. 65 representative patients with neutropaenia were analysed. Neutropaenia was moderate to severe in 38%, chronic in 31%, and both severe and chronic in 23% of cases. Moderate to severe and chronic neutropaenia were both associated with lymphopaenia and thrombopaenia. Chronic neutropaenia was also associated anti-Ro/SSA antibodies and moderate to severe neutropaenia with oral ulcers.
CONCLUSION: This study is to date the largest cohort to describe neutropaenia in SLE. Neutropaenia displays a strong association with other cytopaenias, suggesting a common mechanism. Chronic neutropaenia is associated with anti-Ro/SSA antibodies with or without identified Sjögren's disease. © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.

Entities:  

Keywords:  autoantibodies; autoimmune diseases; lupus erythematosus, systemic

Mesh:

Substances:

Year:  2020        PMID: 32616563      PMCID: PMC7333801          DOI: 10.1136/lupus-2020-000399

Source DB:  PubMed          Journal:  Lupus Sci Med        ISSN: 2053-8790


Introduction

SLE is a chronic autoimmune disease characterised by its phenotypic heterogeneity and a breakdown of self-tolerance with the production of pathogenic autoantibodies. The pathophysiology of SLE is influenced by both genetic predisposition and environmental factors. Until recently, SLE has been viewed mainly as a disease resulting from T and B cell abnormalities. However, there is now evidence that the innate immune system is also critically involved and that it plays a central role in the initiation and perpetuation of autoimmunity in SLE. This occurs mainly through the production of type I interferons (IFN) by plasmacytoid dendritic cells, triggered by the activation of toll-like receptors by immune complexes.1 Neutrophils have been reported for many years as a potential source of autoantigens and inflammatory cytokines in SLE.2 Enhanced neutrophil extracellular trap (NET) formation in SLE has been suggested to contribute to the disease by different ways, stimulating the production of type I IFNs from plasmacytoid dendritic cells and mediating endothelial dysfunctions and prothrombotic changes. NETosis and abnormal clearance of apoptotic bodies promote self-tolerance breakdown through the increased exposition of self-antigens, with autoantibody formation against post-translationally modified nuclear antigens.3 From the physician side, the most frequent abnormality involving neutrophils in SLE is neutropaenia. Neutropaenia was reported to occur in 20%–47% of patients depending on the threshold retained to define neutropaenia.4–7 On a daily basis, the management of neutropaenia in patients with SLE is difficult as the physician should consider in detail and simultaneously disease activity but also ethnicity, drug toxicity, associated haematological pathologies and infections. On top, the bacterial infectious consequences of neutropaenia in SLE are not well defined. Herein, we took advantage of a large multicentric European register LBBR (Lupus BioBank of the upper Rhein) to evaluate the prevalence of neutropaenia in Caucasian SLE and to identify correlations between neutropaenia and other SLE features (clinical, serological and biological or therapeutic factors), in order to define a phenotype of SLE patients with neutropaenia and to approach the underlying process behind. As a second step, we focused on two subgroups of patients with (1) chronic or (2) moderate to severe (<1000×106/L) neutropaenia to precise the influence of duration or severity of neutropaenia in the course of SLE.

Methods

Study population

LBBR involves a European (German and French) network of 15 clinical departments localised in the upper Rhein valley. The LBBR study is a cross-sectional collection of detailed clinical and biological data (recorded on the day of inclusion in the study) from 1073 patients with SLE enrolled between August 2011 and October 2014. Among these variables, 47 were analysed in the present study. All clinical variables were recorded according to the whole medical history of the patient. Among the 1073 patients with SLE enrolled, 998 fulfilled the American College of Rheumatology (ACR) 1997 revised criteria for SLE. Patients’ characteristics are given in all 998 patients. We lack information concerning neutropaenia for 11 patients. The statistical analysis for neutropaenia was made on the 987 patients left. The LBBR database was approved by the national data protection commission, Commission Nationale Informatique et Liberté (CNIL). Patients gave informed consent before inclusion.

Definition of neutropaenia, chronic neutropaenia and severe neutropaenia

Neutropaenia was defined by the presence of less than 1800×106/L neutrophils at least one time during the history of the patient. A complementary study was done for 65 patients out of 208 SLE patients with neutropaenia, coming from two representative centres of the LBBR study. The medical records were retrospectively watched in terms of clinical events (infections, flares), biological parameters and evolution of neutropaenia according to disease activity and concomitant therapies. Especially, infections were recorded according to the medical history, the clinical and biological data available in the medical record, and according to self-reporting by the patient. Patients included in the ‘chronic neutropaenia’ subgroup had less than 1500×106/L neutrophils in circulating blood for at least 6 months. Patients included in the ‘moderate to severe neutropaenia’ subgroup had less than 1000×106/L in circulating blood two or more times and with an interval of at least 1 month.

Statistical analysis

A univariate analysis was conducted to evaluate potential factors associated with neutropaenia, using χ2 test for qualitative variables and Mann-Whitney test for quantitative variables. Then, variables with a p value <0.10 on univariate analysis and the criteria supposed to influence the number of neutrophils in SLE according to the literature were included in a multivariate model. Adjustment for multiple testing was performed with the Benjamini and Hochberg method. Statistical significance was set at p<0.05. A similar approach was used for the subgroup analysis of patients with ‘chronic neutropaenia’ and ‘moderate to severe neutropaenia’. All statistical analyses were performed using JMP V.13.

Results

Patients’ characteristics in the LBBR study

There were 1073 patients with SLE included in LBBR, including 998 patients (89% female) fulfilling the ACR 1997 revised criteria for SLE. Of the patients, 83% were Caucasian and the mean score on Systemic Lupus Erythematosus Disease Activity Index (SLEDAI) on the day of inclusion was 4.1. The detailed characteristics of these 998 patients are shown in online supplementary table S1. Briefly, the mean age at inclusion in the study was 43.5 years old, with a disease onset between 20 and 39 for 56.4% of the patients. The main clinical features (from the ACR classification) were arthritis (71.2%), photosensitivity (62.9%) and malar rash (54.2%). Of the patients, 34% experienced renal disease associated with SLE and 17.4% had a familial history of autoimmune disease, including SLE for 7.9%. Regarding the biological parameters, 66% of the patients experienced cytopaenia, including 21% neutropaenia, 53.8% lymphopaenia and 17.8% thrombopaenia. Of the patients, 30% had a positive Coombs test. Almost all patients (98.2%) had ANA, including 77.3% anti-double-stranded DNA, 41.9% anti-Ro/SSA antibodies, 34.9% anti-nucleosomes and 15.5% anti-Smith antibodies. Complement (CH50) was low in 30.1% of the cases at the time of inclusion, with 47.3% of the patients having low C3 and 47.2% having low C4. Regarding therapeutics, hydroxychloroquine was the first therapy used in 91.8% of cases, followed by azathioprine (41.6%), mycophenolate mofetil (36.1%), cyclophosphamide (26.6%) and methotrexate (26%). Of the patients, 86.6% took steroids at the time of inclusion. Altogether these results are comparable with data issued from the main lupus cohorts.8–10

SLE patients with neutropaenia in the LBBR study

Of the patients, 208 experienced neutropaenia (21%) and 779 (78%) did not. We lack information for 11 patients (1%). In univariate analysis, neutropaenia was significantly associated with thrombocytopaenia (OR 3.68 (2.58–5.25), p<0.0001), lymphopaenia (OR 3.34 (2.37–4.72), p<0.0001), low C3 (OR 1.83 (1.29–2.59), p=0.0006), low C4 (OR 1.62 (1.15–2.29), p=0.006) and positive Coombs test (OR 2.91 (1.96–4.32), p<0.0001). Neutropaenia was not associated with susceptibility to infections (OR 0.89 (0.47–1.68), p=0.72). The use of immunosuppressive treatments was also not associated with neutropaenia. In multivariate analysis, neutropaenia was associated with lymphopaenia (OR 4.41 (2.51–11.5), p<0.001) and thrombocytopaenia (OR 4.11 (2.57–10.3), p<0.001) (table 1 and online supplementary table S2).
Table 1

Multivariate analysis of variables associated with neutropaenia

VariablesNeutropaenia(n=208)No neutropaenia(n=779)UnivariateMultivariate
OR (95% CI)P value* OR (95% CI)Adjusted p value†
Significant variables in univariate analysis
 Lymphopaenia, n (%)157 (75.5)373 (47.9) 3.34 (2.37 to 4.72) <0.0001 4.41 (2.51 to 11.5) 0.001
 Thrombocytopaenia, n (%)73 (35.8)102 (13.1) 3.68 (2.58 to 5.25) <0.0001 4.11 (2.57 to 10.3) 0.0006
 Low C3, n (%)101 (59.1)250 (44.1) 1.83 (1.29 to 2.59) 0.0006 1.91 (1.03 to 4.37) 0.26
 Coombs test +, n (%)67 (48.6)116 (24.5) 2.91 (1.96 to 4.32) <0.0001 1.29 (0.69 to 2.60)0.9
 Low C4, n (%)96 (56.5)249 (44.5) 1.62 (1.15 to 2.29) 0.006 1.09 (0.54 to 2.22)0.99
Variables suggested to be associated with neutropaenia in SLE
 Oral ulcers, n (%)51 (24.6)207 (26.8)0.89 (0.63 to 1.27)0.531.28 (0.65 to 2.70)0.84
 Susceptibility to infections, n (%)13 (7.6)49 (8.5)0.89 (0.47 to 1.68)0.720.86 (0.24 to 2.65)0.95
 Anti-Ro/SSA antibodies, n (%)75 (45.2)209 (40.5)1.21 (0.85 to 1.72)0.291.28 (0.70 to 2.53)0.80
 Azathioprine, n (%)76 (40)280 (42.0)0.92 (0.66 to 1.28)0.630.90 (0.43 to 1.78)0.92
 Cyclophosphamide, n (%)43 (24.2)168 (27.2)0.85 (0.58 to 1.26)0.420.57 (0.23 to 1.16)0.98
 Methotrexate, n (%)43 (24.6)155 (26.2)0.92 (0.62 to 1.35)0.661.45 (0.66 to 3.50)0.67
 Mycophenolate mofetil, n (%)67 (36.8)237 (35.8)1.05 (0.74 to 1.47)0.790.85 (0.39 to 1.74)0.96
 Rituximab, n (%)16 (9.2)53 (9.2)1.00 (0.56 to 1.80)1.000.94 (0.27 to 2.95)0.55

Comparison between patients with neutropaenia (n=208) and without neutropaenia (n=779) in multivariate analysis. Significant variables in univariate analysis and variables suggested to be associated with neutropaenia in SLE according to literature were included in multivariate analysis.

Values with p< 0.05 are indicated in bold.

*Difference between patients with and without neutropaenia using χ2 test for qualitative variables and Mann-Whitney test for quantitative variables.

†Adjustment for multiple testing was performed with the Benjamini and Hochberg method.

Multivariate analysis of variables associated with neutropaenia Comparison between patients with neutropaenia (n=208) and without neutropaenia (n=779) in multivariate analysis. Significant variables in univariate analysis and variables suggested to be associated with neutropaenia in SLE according to literature were included in multivariate analysis. Values with p< 0.05 are indicated in bold. *Difference between patients with and without neutropaenia using χ2 test for qualitative variables and Mann-Whitney test for quantitative variables. †Adjustment for multiple testing was performed with the Benjamini and Hochberg method.

Analysis of two subgroups of patients with neutropaenia: ‘chronic’ and ‘moderate to severe’

Chronic neutropaenia and moderate to severe neutropaenia were identified in 38% and 31% of SLE patients with neutropaenia, respectively. Of them, 23% presented an overlap with both moderate to severe and chronic neutropaenia (figure 1).
Figure 1

Graphical flow chart of the study.

Graphical flow chart of the study. We compared patients from the group with chronic neutropaenia with the group of SLE patients without neutropaenia, and patients from the group with moderate to severe neutropaenia with the same second group. Chronic neutropaenia was statistically associated with thrombocytopaenia (OR 3.90 (1.67–13.3), p<0.05), lymphopaenia (OR 7.67 (2.44–87.5), p<0.001) and anti-Ro/SSA antibodies (OR 3.41 (1.46–12.9), p<0.05) in multivariate analysis (table 2A).
Table 2

Multivariate analysis of variables associated with chronic (A) and moderate to severe (B) neutropaenia

VariablesChronic neutropaenia(n=25)Without neutropaenia(n=779)UnivariateMultivariate
OR (95% CI)P value* OR (95% CI)Adjusted p value†
(A) Chronic (>6 months) neutropaenia
Thrombocytopaenia, n (%)11 (45.8)102 (13.1)5.59 (2.44 to 12.8) <0.0001 3.90 (1.67 to 13.3) 0.02
Lymphopaenia, n (%)23 (92.0)373 (47.9)12.5 (2.92 to 53.3) <0.0001 7.67 (2.44 to 87.5) 0.0007
Anti-Ro/SSA antibodies, n (%)16 (66.7)209 (26.8)2.94 (1.23 to 6.99) 0.01 3.41 (1.46 to 12.9) 0.02
Oral ulcers, n (%)10 (40.0)207 (26.7)1.82 (0.81 to 4.12)0.161.69 (0.63 to 5.06)0.56

(A) Comparison between patients with chronic neutropaenia (n=25) and without neutropaenia (n=779). Significant variables in multivariate analysis.

(B) Comparison between patients with moderate to severe neutropaenia (n=20) and without neutropaenia (n=779). Significant variables in multivariate analysis.

*Difference between patients with chronic neutropaenia or with moderate to severe neutropaenia and patients without neutropaenia using χ2 test for qualitative variables and Mann-Whitney test for quantitative variables.

†Adjustment for multiple testing was performed with the Benjamini and Hochberg method.

–, variable not entered in the multivariate model.

Multivariate analysis of variables associated with chronic (A) and moderate to severe (B) neutropaenia (A) Comparison between patients with chronic neutropaenia (n=25) and without neutropaenia (n=779). Significant variables in multivariate analysis. (B) Comparison between patients with moderate to severe neutropaenia (n=20) and without neutropaenia (n=779). Significant variables in multivariate analysis. *Difference between patients with chronic neutropaenia or with moderate to severe neutropaenia and patients without neutropaenia using χ2 test for qualitative variables and Mann-Whitney test for quantitative variables. †Adjustment for multiple testing was performed with the Benjamini and Hochberg method. –, variable not entered in the multivariate model. Moderate to severe neutropaenia was statistically associated with thrombocytopaenia (OR 5.50 (2.34–22.0), p<0.001), lymphopaenia (OR 5.82 (1.73–64,7), p<0.01) and oral ulcers (OR 2.95 (1.12–10.7), p<0.05) in multivariate analysis (table 2B).

Discussion and conclusion

The LBBR cohort is a large and recent European study of patients with SLE. Nine hundred and ninety-eight patients responding to the ACR lupus criteria were included, with various forms and activity of SLE. Regarding the usual manifestations of the disease, patients enrolled in LBBR were representative of the diversity of SLE and comparable in many points with the other large cohorts of patients with SLE.8–10 Most of the patients included in LBBR (83%) were of Caucasian origin, which is of importance regarding neutropaenia. Benign ethnic neutropaenia is associated with Duffy null phenotype, present in a large majority of black people. Thirty per cent of black Americans and >90% of some populations in central Africa are homozygous for null alleles at the Dell blood group, which is expressed on red blood cells and white blood cells, and in addition is a receptor for Plasmodium vivax malaria.11 The impact of ethnicity in our study is marginal, enabling other variables associated with neutropaenia to be highlighted. This study is to date the largest cohort to describe the association of neutropaenia with other SLE features and outcomes. Our results confirm that neutropaenia is not rare in the course of SLE, with a prevalence of 21%. We also describe that deeper neutropaenia with less than 1000×106/L neutrophils and chronic neutropaenia for more than 6 months are rather rare, as they only represent 23% of SLE patients with neutropaenia. These results complete and clarify what was already reported in three previous studies of smaller size. Nossent and Swaak4 reported an occurrence of neutropaenia of 47% at a rate of 2000/mm3, but neutropaenia was severe (<1000×106/L) in only 6% among 126 patients with SLE. Beyan et al 5 reported a prevalence of 20% among 115 patients with SLE (<1800×106/L) and Dias et al 6 a prevalence of 40.3% among 124 patients with SLE, among which 0.8% had severe neutropaenia (<1000×106/L) and 4.8% had persistent neutropaenia. Our study shows a strong association between neutropaenia and haematological features of SLE (especially thrombocytopaenia and lymphopaenia). These associations persist in the subgroup analysis of patients with chronic and moderate to severe neutropaenia. Neutropaenia was associated with a positive Coombs test in univariate analysis on the entire cohort but did not reach significance in multivariate analysis, probably due to missing data (missing in 38.5% of the cases in the global cohort). Thus, these observations suggest a common pathophysiological mechanism of these cytopaenias, possibly via B cell tolerance breakdown and antibody-mediated mechanisms. SLE patients with chronic neutropaenia from the LBBR cohort present a strong association with anti-Ro/SSA antibodies positivity. This was already reported by Kurien et al,12 who explained this link by a cross-reactivity of anti-Ro/SSA antibodies towards neutrophil’s surface proteins, inducing the activation of complement cascade and cell destruction. In primary Sjögren’s syndrome, neutropaenia is also associated with anti-Ro/SSA and anti-La/SSB antibodies. Furthermore, in neonatal lupus with passive transfer of maternal anti-Ro/SSA autoantibodies, a high incidence of neutropaenia is observed. In our cohort and the subgroups, neutropaenia was however not associated with secondary Sjögren’s syndrome. Altogether, these observations could suggest a causal link between anti-SSA antibodies and neutropaenia beyond the existence of Sjögren’s disease associated with SLE. Haematological manifestations are commonly associated with the activity of SLE as they reflect a proinflammatory effect of SLE on bone marrow and survival of peripheral cells.7 In our study, neutropaenia, strongly associated with lymphopaenia, could represent a hallmark of patients with disease activity. Indeed, previous works highlighted a link between lymphopaenia and lupus activity and severity.4 5 13 In parallel, complement consumption is also known to be associated with disease activity. In our study, low C3 and low C4 were found to be associated with neutropaenia in univariate analysis only. An association between decreased complement levels and haematological SLE activity has been previously described, but neutropaenia was not specifically studied.14 Indeed, the SLEDAI was not statistically different between patients with and without neutropaenia (4.2 vs 4.9; p=0.65). However, we cannot state that neutropaenia is, or not, a marker of SLE activity, considering that SLEDAI parameters are recorded at the time of the inclusion and that neutropaenia is noticed as occurring during the anterior course of the disease. Moderate to severe neutropaenia was associated with oral ulcers. This association could reflect the activity of the disease. It could also reflect the severity of neutropaenia at one point (responsible for ulcers in other conditions such as drug-induced neutropaenia) or translate a susceptibility to viral (eg, herpes) or bacterial infections, of which buccal localisation is often seen due to an important bacterial colonisation and common micro-traumatism. The role of neutropaenia in the occurrence of infections in SLE has been debated.6 15 No significant association was found between neutropaenia and susceptibility to infections within the LBBR cohort. We cannot dismiss the possibility that moderate and low severity infections have been neglected by physicians or the patient itself, inducing an under-reporting of non-severe infectious events. However, this observation was persistent in the subgroups of chronic and moderate to severe neutropaenia, although the numbers of patients were low. A focus should be done prospectively on patients with SLE with neutrophil counts below 1000×106/L or neutropaenia of more than 6 months to assess these points. The design of LBBR did not enable us to know precisely if neutropaenia was concomitant with the use of one of the treatments or the presence of infection, and prospective studies remain needed. Moreover, we explored 65 out of 208 patients in two representative centres to explore the medical data of patients with moderate to severe and chronic neutropaenia. Thus, we cannot exclude a centre effect or ascertainment biases. Altogether and even if neutropaenia is not stricto sensu a criteria for lupus classification (Systemic Lupus International Collaborating Clinics or ACR) or activity (SLEDAI), this study highlights the potential role of neutropaenia as a biomarker of SLE with haematological activity. It also confirms a potential pathophysiological link with anti-Ro/SSA antibodies, but seems to be reassuring in terms of infectious susceptibility.
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1.  A decrease in complement is associated with increased renal and hematologic activity in patients with systemic lupus erythematosus.

Authors:  A Ho; S G Barr; L S Magder; M Petri
Journal:  Arthritis Rheum       Date:  2001-10

2.  TLR9 independent interferon α production by neutrophils on NETosis in response to circulating chromatin, a key lupus autoantigen.

Authors:  Dennis Lindau; Julie Mussard; Armin Rabsteyn; Matthieu Ribon; Ina Kötter; Annette Igney; Gosse J Adema; Marie-Christophe Boissier; Hans-Georg Rammensee; Patrice Decker
Journal:  Ann Rheum Dis       Date:  2013-09-07       Impact factor: 19.103

3.  Systemic lupus erythematosus in Malaysia: a study of 539 patients and comparison of prevalence and disease expression in different racial and gender groups.

Authors:  F Wang; C L Wang; C T Tan; M Manivasagar
Journal:  Lupus       Date:  1997       Impact factor: 2.911

4.  Active haematological manifestations of systemic lupus erythematosus lupus are associated with a high rate of in-hospital mortality.

Authors:  D Miranda-Hernández; C Cruz-Reyes; C Monsebaiz-Mora; E Gómez-Bañuelos; U Ángeles; L J Jara; M Á Saavedra
Journal:  Lupus       Date:  2016-10-18       Impact factor: 2.911

Review 5.  Benign ethnic neutropenia.

Authors:  Suheil Albert Atallah-Yunes; Audrey Ready; Peter E Newburger
Journal:  Blood Rev       Date:  2019-06-21       Impact factor: 8.250

6.  Lymphopenia in systemic lupus erythematosus. Clinical, diagnostic, and prognostic significance.

Authors:  S J Rivero; E Díaz-Jouanen; D Alarcón-Segovia
Journal:  Arthritis Rheum       Date:  1978-04

7.  White blood cell count abnormalities and infections in one-year follow-up of 124 patients with SLE.

Authors:  Ana Margarida Brito Dias; Maura Cristina Medeiros do Couto; Cátia Cristina Marques Duarte; Luís Pedro Bolotinha Inês; Armando Boavida Malcata
Journal:  Ann N Y Acad Sci       Date:  2009-09       Impact factor: 5.691

8.  Hematological presentation in systemic lupus erythematosus and its relationship with disease activity.

Authors:  Eśin Beyan; Cengiz Beyan; Mustafa Turan
Journal:  Hematology       Date:  2007-06       Impact factor: 2.269

9.  The GLADEL multinational Latin American prospective inception cohort of 1,214 patients with systemic lupus erythematosus: ethnic and disease heterogeneity among "Hispanics".

Authors:  Bernardo A Pons-Estel; Luis J Catoggio; Mario H Cardiel; Enrique R Soriano; Silvana Gentiletti; Antonio R Villa; Isaac Abadi; Francisco Caeiro; Alejandro Alvarellos; Donato Alarcón-Segovia
Journal:  Medicine (Baltimore)       Date:  2004-01       Impact factor: 1.889

10.  Personalized Immunomonitoring Uncovers Molecular Networks that Stratify Lupus Patients.

Authors:  Romain Banchereau; Seunghee Hong; Brandi Cantarel; Nicole Baldwin; Jeanine Baisch; Michelle Edens; Alma-Martina Cepika; Peter Acs; Jacob Turner; Esperanza Anguiano; Parvathi Vinod; Shaheen Kahn; Gerlinde Obermoser; Derek Blankenship; Edward Wakeland; Lorien Nassi; Alisa Gotte; Marilynn Punaro; Yong-Jun Liu; Jacques Banchereau; Jose Rossello-Urgell; Tracey Wright; Virginia Pascual
Journal:  Cell       Date:  2016-03-31       Impact factor: 41.582

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Authors:  Marit Stockfelt; Gunilla Larsson; Hanna Engström; Henri Puttonen; Henrik Zetterberg; Kaj Blennow; Christopher Sjöwall; Helena Strevens; Andreas Jönsen; Anders A Bengtsson; Maria Majczuk Sennström; Agneta Zickert; Elisabet Svenungsson; Iva Gunnarsson; Estelle Trysberg; Bo Jacobsson; Anna-Karin Hultgård Ekwall; Karin Christenson; Johan Bylund; Mattias N D Svensson; Anna-Carin Lundell
Journal:  Lupus Sci Med       Date:  2021-03

2.  Independent associations of lymphopenia and neutropenia in patients with systemic lupus erythematosus: a longitudinal, multinational study.

Authors:  Rangi Kandane-Rathnayake; Worawit Louthrenoo; Vera Golder; Shue-Fen Luo; Yeong-Jian J Wu; Aisha Lateef; Jiacai Cho; Zhanguo Li; Yuan An; Laniyati Hamijoyo; Sandra Navarra; Leonid Zamora; Yasuhiro Katsumata; Masayoshi Harigai; Sargunan Sockalingam; Madelynn Chan; Yi-Hsing Chen; Sean O'Neill; Fiona Goldblatt; Yanjie Hao; Zhuoli Zhang; Jun Kikuchi; Tsutomu Takeuchi; Chak Sing Lau; Mandana Nikpour; Eric Morand; Alberta Hoi
Journal:  Rheumatology (Oxford)       Date:  2021-11-03       Impact factor: 7.580

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