Risk of progression to autoimmune disease in severe drug eruption: risk factors and the factor-guided stratification

Author(s):  
Yoshiko Mizukawa ◽  
Yumi Aoyama ◽  
Hayato Takahashi ◽  
Ryo Takahashi ◽  
Tetsuo Shiohara
2020 ◽  
Vol 79 (Suppl 1) ◽  
pp. 1563.3-1563
Author(s):  
H. Tamaki ◽  
S. Fukui ◽  
T. Nakai ◽  
G. Kidoguchi ◽  
S. Kawaai ◽  
...  

Background:Currently it is hypothesized that many systemic autoimmune diseases occur due to environmental risk factors in addition to genetic risk factors. Anti-Neutrophil Cytoplasmic Antibody (ANCA) is mainly associated with three systemic autoimmune disease including granulomatosis with polyangiitis (GPA), microscopic polyangiitis (MPA), eosinophilic granulomatosis with polyangiitis (EGPA). It is known that ANCA can be positive before clinical symptoms in patients with known diagnosis of GPA and ANCA titers rise before clinical manifestations appear. However, prevalence of ANCA among general population is not well known. It has not been described as well how many of people with positive ANCA eventually develop clinical manifestations of ANCA associated Vasculitis.Objectives:This study aims to estimate prevalence of ANCA in general population without ANCA associated Vasculitis. It also describes natural disease course of people with positive ANCA without ANCA associated Vasculitis. Risk factors for positive ANCA are also analyzed.Methods:This is a single center retrospective study at Center for Preventive Medicine of St. Luke’s International Hospital in Tokyo. ANCA was checked among the patients who wished to between 2018 and 2019. St. Luke’s Health Check-up Database (SLHCD) was utilized to collect the data. The patients whose serum was measured for ANCA were identified. The data for basic demographics, social habits, dietary habits and laboratory data were extracted. The charts of the patients with positive ANCA were reviewed.Results:Sera of total 1204 people were checked for ANCA. Of these 1204 people, 587 (48.8%) are male and the mean age was 55.8 years (32.6 to 79). There were total 11 patients with positive ANCA. Myeloperoxidase ANCA (MPO-ANCA) was positive for 3 patients and proteinase 3 ANCA (PR3-ANCA) was positive for 8 patients. Of these 11 patients, 5 were male (45.5%) and the mean age was 54.6 years. Two patients had history of autoimmune disease (primary biliary cirrhosis and ulcerative colitis). Five patients were evaluated by rheumatologists with the median follow-up period of 274 days. None of them developed clinical signs and symptoms of ANCA associated Vasculitis. Four out of five patients had ANCA checked later, two of which turned negative. The prevalence of ANCA in this cohort was 0.9% (95% confidence interval [95% CI]: 0.5% to 1.6%). Univariate analysis was performed to identify risk factors of positive ANCA. The variables analyzed include age, gender, body mass index (BMI), smoking habits, alcohol intake, dietary habits (fruits, fish, red meat), hypertension, dyslipidemia, and laboratory data. None of these variables demonstrated statistically significant differences except for positive rheumatoid factor (ANCA positive group: 33 % vs ANCA negative group: 9.1%, p value = 0.044).Conclusion:The prevalence of ANCA in this cohort was 0.9% (95% CI: 0.5% to 1.6%). None of them who had a follow-up developed ANCA associated Vasculitis during the follow-up period. Longer follow-up and more patients are necessary to determine natural course of people with positive ANCA.Disclosure of Interests:None declared


Author(s):  
Mansoureh Mamarabadi ◽  
Hadie Razjouyan ◽  
Fatemeh Mohammadi ◽  
Mehdi Moghaddasi

Background:Optic Neuritis (ON) is one of the most common clinically isolated syndromes which develops into clinically diagnosed Multiple Sclerosis (CDMS) over time.Objective:To assess the conversion rate of Iranian patients presenting with idiopathic ON to CDMS as well as monitoring potential demographic and clinical risk factors.Methods:Atotal of 219 patients' medical records of idiopathic ON from March 2001 to May 2009 were reviewed. Demographic findings, ophthalmologic characteristics on admission and discharge, diagnostic approaches, type and dosage of therapy were retrospectively reviewed. A structured telephone interview was then conducted to identify patients who had subsequently been diagnosed with MS. Survival analysis was used to evaluate the cumulative probability of MS conversion and contributory risk factors.Results:From the 219 ON patients, 109 [age 11-51, female: 81%] were followed up. Among the male gender the mean age of patients developing MS was significantly lower (P=0.01). In cox regression model, female sex (p=0.07), bilateral ON (p=0.003), MRI abnormalities (p <0.001) and high dose (5g) corticosteroid therapy (p<0.001) were identified as risk factors for the development of MS. The two and five year cumulative probability of developing MS were 27% and 45%, respectively.Conclusions:Idiopathic ON in Iranian patients carries higher risk of progression to MS compared to other Asian countries. MRI lesions are the strongest independent risk factor of developing CDMS. Bilateral ON, female gender and high dose corticosteroid therapy are also important factors in predicting CDMS development.


2019 ◽  
Vol 26 (2_suppl) ◽  
pp. 47-54 ◽  
Author(s):  
JWJ Beulens ◽  
F Rutters ◽  
L Rydén ◽  
O Schnell ◽  
L Mellbin ◽  
...  

Type 2 diabetes mellitus (T2DM) is associated with a two- to four-fold increased risk of developing cardiovascular disease (CVD) and microvascular complications, which may already be present before diagnosis. It is, therefore, important to detect people with an increased risk of T2DM at an early stage. In order to identify individuals with so-called ‘pre-diabetes’, comprising impaired fasting glucose (IFG) and impaired glucose tolerance (IGT), current guidelines have developed definitions based on fasting plasma glucose, two-hour glucose concentrations and haemoglobin A1c. Subjects with pre-diabetes are at an increased risk of developing T2DM and CVD. This elevated risk seems similar according to the different criteria used to define pre-diabetes. The risk of progression to T2DM or CVD does, however, depend on other risk factors such as sex, body mass index and ethnicity. Based on the risk factors to develop T2DM, many risk assessment models have been developed to identify those at highest risk. These models perform well to identify those at risk and could be used to initiate preventive interventions. Many studies have shown that lifestyle modification and metformin are effective in preventing the development of T2DM, although lifestyle modification seems to have a more sustainable effect. In addition, lifestyle modification seems more effective in those with IGT than those with IFG. In this review, we will describe the different definitions used to define pre-diabetes, progression from pre-diabetes to T2DM or other vascular complications, risk factors associated with progressions and the management of progression to T2DM, ending with clinical recommendations.


Author(s):  
Sarah Stabler ◽  
Jonathan Giovannelli ◽  
David Launay ◽  
Angélique Cotteau-Leroy ◽  
Marion Heusele ◽  
...  

Abstract Background Rituximab (RTX) is widely administered to patients with autoimmune disease (AID). This study aimed to estimate the incidence of serious infectious events (SIEs) after RTX initiation in patients with AID. We also described the characteristics and risk factors of SIEs, and immunoglobulin replacement therapy (IgRT) strategies. Methods Patients treated between 2005 and 2016 were included in this retrospective monocentric cohort study. An RTX course was defined as the complete RTX treatment regimen received by a given patient for AID. SIEs and IgRT were right-censored at 24 months after RTX initiation. Results Two hundred twenty-one patients were included (corresponding to 276 RTX courses). Reasons for RTX initiation included connective tissue disease (38%), systemic vasculitis (36%), and autoimmune cytopenia (22%). The 1- and 2-year incidences of SIEs were 17.3 (95% confidence interval [CI], 12.0–22.5) and 11.3 (95% CI, 8.1–14.5) per 100 person-years, respectively. Forty-seven SIEs were observed, mostly comprising pneumonias (45%) and bacteremias (21%). When documented, the microorganisms were bacterial (55%) and fungal (12%). Identified risk factors of SIEs were age, history of diabetes, history of cancer, concomitant steroid treatment, and low CD4 lymphocyte count at RTX initiation. IgRT was started in 22 RTX courses (8%). Conclusions In patients with AID treated with RTX, the 1- and 2-year incidence of SIE was 17.3 and 11.3 per 100 person-years, respectively. Reports of SIE characteristics, risk factors, and IgRT strategies highlight the need for an appropriate and individualized assessment prior to and following RTX to prevent SIEs, particularly in patients with comorbidities.


Neurology ◽  
2020 ◽  
Vol 95 (16) ◽  
pp. e2295-e2304 ◽  
Author(s):  
Alexandra J. Weigand ◽  
Mark W. Bondi ◽  
Kelsey R. Thomas ◽  
Noll L. Campbell ◽  
Douglas R. Galasko ◽  
...  

ObjectiveTo determine the cognitive consequences of anticholinergic medications (aCH) in cognitively normal older adults as well as interactive effects of genetic and CSF Alzheimer disease (AD) risk factors.MethodsA total of 688 cognitively normal participants from the Alzheimer's Disease Neuroimaging Initiative were evaluated (mean age 73.5 years, 49.6% female). Cox regression examined risk of progression to mild cognitive impairment (MCI) over a 10-year period and linear mixed effects models examined 3-year rates of decline in memory, executive function, and language as a function of aCH. Interactions with APOE ε4 genotype and CSF biomarker evidence of AD pathology were also assessed.ResultsaCH+ participants had increased risk of progression to MCI (hazard ratio [HR] 1.47, p = 0.02), and there was a significant aCH × AD risk interaction such that aCH+/ε4+ individuals showed greater than 2-fold increased risk (HR 2.69, p < 0.001) for incident MCI relative to aCH−/ε4−), while aCH+/CSF+) individuals demonstrated greater than 4-fold (HR 4.89, p < 0.001) increased risk relative to aCH−/CSF−. Linear mixed effects models revealed that aCH predicted a steeper slope of decline in memory (t = −2.35, p = 0.02) and language (t = −2.35, p = 0.02), with effects exacerbated in individuals with AD risk factors.ConclusionsaCH increased risk of incident MCI and cognitive decline, and effects were significantly enhanced among individuals with genetic risk factors and CSF-based AD pathophysiologic markers. Findings underscore the adverse impact of aCH medications on cognition and the need for deprescribing trials, particularly among individuals with elevated risk for AD.


Blood ◽  
2008 ◽  
Vol 112 (11) ◽  
pp. 2728-2728
Author(s):  
Vrushali s Dabak ◽  
Esther Urbaez Duran ◽  
Muath Dawod ◽  
Amr Hanbali

Abstract Introduction: Monoclonal gammopathy of undetermined significance (MGUS) is defined as the presence of a serum monoclonal protein &lt;3g/dl, with fewer than 10% plasma cells in bone marrow and absence of lytic bone lesions, anemia, hypercalcemia and renal insufficiency. Incidence increases with age, especially over 70 and its progression to malignant disease occurs at 1% per year. However, so far there are no studies which can reliably distinguish patients who would progress from those who would remain stable. Based on available literature, it is concluded that MGUS has low risk of progression when M-protein is less than 1.5 g/dl, with no reduction in polyclonal immunoglobulins and bone marrow plasma cells less than 5%. The recommended testing with suspected MGUS is hemoglobin concentration, protein studies, serum calcium, and creatinine. Metastatic bone survey (MBS) and bone marrow aspiration are felt unnecessary if M-protein is less than 1.5 g/dl. However literature to support the use of MBS at diagnosis based on the level of M-protein is limited. Also our observation has been that due to lack of clear guidelines, most physicians obtain a baseline MBS and some follow patients with yearly or every other year MBS irrespective of the level of M-protein. Hence, we decided to review patients diagnosed with MGUS at our institution to determine the importance of MBS and if possible identify risk factors like age, race, M-protein level, hemoglobin concentration, serum calcium or creatinine level, which would identify a subgroup of patients needing a MBS. In doing so we were hoping to separate out those patients in whom we could recommend against unnecessary use of the skeletal survey below a certain defined M protein level. Study: We reviewed charts on 1906 patients at Henry Ford hospital diagnosed with MGUS between 1990 and 2007. All patients with at least one M-protein and one MBS done were included in the analysis. We excluded patients with a level of M-protein &gt;3.0 g/dl, who never had a skeletal survey in our system, had a light chain myeloma, plasmacytoma, chronic lymphocytic lymphoma(CLL), amyloidosis or protein evaluation done for diagnosis other than MGUS. We had 620 such patients. We collected data regarding their age, sex, ethnicity, date of diagnosis, type and level of the M-protein, hemoglobin level, serum calcium and creatinine at baseline, result of the MBS, date of progression to multiple myeloma (MM) if any and the date of last follow up if they did not progress to MM. Positive MBS is defined as x ray findings consistent with myelomatous changes with bone marrow aspiration confirming diagnosis of MM. Results: Of 620 patients, 36 had a positive MBS and applying non parametric Mann Whitney test and a chi-squared test, positive results seemed to correlate with higher level of M-protein, IgG subtype, lower hemoglobin and higher creatinine. Male sex and older age were other risk factors. Using the LOES curve to graph the risk of a positive skeletal event with the level of M-protein, risk was noted to increase significantly with M-protein in the range of 1.8– 3.0 (odds ratio 8.84 compared with 1.31 if level was less than 1.8), which was highly statistically significant as shown in figure 1. Further for 97/620 who progressed to multiple myeloma, the risk of progression was significantly higher for males, younger age at diagnosis of MGUS, lower hemoglobin, higher level of M-protein, IgG subtype and a positive skeletal event. Discussion: Our study is a retrospective chart review with its own limitations. However to our knowledge this is the first study to define the level of M-protein in patients with MGUS above which obtaining a MBS may be of value. Our study identifies 1.8 as a cut off value of M-protein below which doing routine MBS without symptoms of bone pains or other laboratory features suggesting progression to multiple myeloma might be unnecessary. Other risk factors for a positive event and progression to MM like lower hemoglobin, higher creatinine, older age, male sex and IgG subtype in our study are in keeping with what has been described in the literature. Conclusion: Based on our study, obtaining baseline MBS in all patients with suspected MGUS was not beneficial. Hence, we would not recommend obtaining MBS in patients with M-protein &lt;1.8 g/dl in absence of other risk factors for progression to multiple myeloma. Figure 1: LOES curve showing increased likelihood of positive MBS for increasing MPEV level. Figure 1:. LOES curve showing increased likelihood of positive MBS for increasing MPEV level.


2007 ◽  
Vol 123 ◽  
pp. S126-S127
Author(s):  
Lisa Barcellos ◽  
Ling Shen ◽  
Lisa Herrinton ◽  
Allan L. Bernstein ◽  
James E. Allison ◽  
...  

Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 3192-3192 ◽  
Author(s):  
Theresia Akhlaghi ◽  
Even H Rustad ◽  
Venkata D Yellapantula ◽  
Neha Korde ◽  
Sham Mailankody ◽  
...  

Abstract Introduction Smoldering multiple myeloma (SMM) is an asymptomatic precursor stage to active multiple myeloma (MM), comprised by a heterogenous group of patients with varying rates of progression. While the overall yearly progression rate is 10% the first 5 years, some patients progress at a considerably higher rate. A study from the Mayo Clinic showed that in a subset of 21 patients defined by ≥60% monoclonal bone marrow plasma cells (BMPC), 95% progressed within 2 years. It was subsequently concluded by the International Myeloma Working Group (IMWG) that patients with biomarkers predictive of a 2-year progression rate at 80%, and a median time to progression at 12 months were at ultra-high risk of progression and should be considered to have MM requiring treatment despite being asymptomatic. In 2014, ultra-high risk biomarkers were incorporated in the definition of MM, including BMPC ≥60%, free light chain (FLC) ratio ≥100 and ≥2 focal lesions on magnetic resonance imaging (MRI). While the updated myeloma definition changed the diagnosis of some patients with ultra-high risk SMM to MM, there remain patients classified as SMM progressing at a very high rate. In the present study, we aimed at further identifying ultra-high risk biomarkers predictive of a high rate of progression to active MM. Methods Patients with SMM presenting to Memorial Sloan Kettering Cancer Center between the years 2000 and 2017 were identified and included in the study. Diagnosis of SMM and progression to MM requiring therapy was defined according to the IMWG criteria at the time of diagnosis. Baseline patient and disease characteristics were collected at date of diagnosis with SMM, including pathology reports, laboratory results and imaging data. Time to progression (TTP) was assessed using the Kaplan-Meier method with log-rank test for comparisons. Optimal cut-off values for continuous variables were assessed with receiver operating characteristics (ROC) curve. Patients who had not progressed by the end of study or were lost to follow up were censored at the date of last visit. Univariate Cox regression was used to estimate risk factors for TTP with hazard ratios (HR) and 95% confidence intervals (CI). Significant univariate risk factors were selected for multivariate Cox regression. Results A total of 444 patients were included in the study. Median follow-up time was 78 months. During the study period, 215 (48%) patients progressed to active MM, with a median TTP of 72 months. Cut-off points for BMPC, M-spike, and FLC ratio were determined with ROC curves to be 20%, 2 g/dL, and 18, respectively, for predicting high risk of progression. The following factors were associated with significantly increased risk of progression to active MM: BMPC >20%, M-spike >2g/dL, FLC ratio >18, immunoparesis with depression of 1 and 2 uninvolved immunoglobulins respectively, elevated lactate dehydrogenase, elevated beta-2-microglobulin, and low albumin (Table 1). In the multivariate model, BMPC >20% (HR 2.5, 95% CI 1.6-3.9), M-spike >2g/dL (HR 3.2, CI 1.9-5.5), FLC ratio >18 (HR 1.8, CI 1.1-3.0), albumin <3.5 g/dL (HR 3.9, CI 1.5-10.0), and immunoparesis with 2 uninvolved immunoglobulins (HR 2.3, CI 1.2-4.3), predicted a decreased TTP (Table 1). A total of 12 patients had 4 or 5 of the risk factors from the multivariate model, 8 of these did not meet the 2014 IMWG criteria for MM. These patients had a significantly shorter TTP than patients with less than 4 risk factors (median TTP 11 vs 74 months, p<0.0001, Figure 1). At 16 months, 82% of these patients had progressed, and within 2 years, 91% of the patients progressed. Only one patient remained progression free after 2 years, progressing at 31 months. Of patients with less than 4 risk factors, 19% progressed within the first 2 years. Conclusion In addition to baseline BMPC >20%, M-spike >2g/dL, FLC-ratio >18, we found that albumin <3.5g/dL and immunoparesis of both uninvolved immunoglobulins at the time of diagnosis with SMM were highly predictive of a decreased TTP to MM requiring therapy. These biomarkers are readily available and routinely assessed in clinic. Patients with 4 or 5 of these risk factors represent a new ultra-high risk group that progress to active disease within 2 years, further expanding on the definition of ultra-high risk SMM. In accordance with the rationale on ultra-high risk biomarkers as criteria established by the IMWG in 2014, such patients should be considered to have MM requiring therapy. Disclosures Korde: Amgen: Research Funding. Mailankody:Janssen: Research Funding; Takeda: Research Funding; Juno: Research Funding; Physician Education Resource: Honoraria. Lesokhin:Squibb: Consultancy, Honoraria; Serametrix, inc.: Patents & Royalties: Royalties; Takeda: Consultancy, Honoraria; Genentech: Research Funding; Bristol-Myers Squibb: Consultancy, Honoraria, Research Funding; Janssen: Research Funding. Hassoun:Oncopeptides AB: Research Funding. Smith:Celgene: Consultancy, Patents & Royalties: CAR T cell therapies for MM, Research Funding. Shah:Amgen: Research Funding; Janssen: Research Funding. Mezzi:Amgen: Employment, Equity Ownership. Khurana:Amgen: Employment, Equity Ownership. Braunlin:Amgen: Employment. Werther:Amgen: Employment, Equity Ownership. Landgren:Takeda: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Janssen: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Karyopharm: Consultancy; Merck: Membership on an entity's Board of Directors or advisory committees; Amgen: Consultancy, Research Funding; Pfizer: Consultancy; Celgene: Consultancy, Research Funding.


Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 1795-1795
Author(s):  
Anna Benedetta Dalla Palma ◽  
Laura Notarfranchi ◽  
Jessica Crosara ◽  
Mario Pedrazzoni ◽  
Fabrizio Accardi ◽  
...  

The identification of risk factors for progression is critical in the clinical management and appropriate follow up of patients with pre-malignant Asymptomatic Monoclonal Gammopathies (AMG) including Monoclonal Gammopathy of Undetermined Significance (MGUS) and Smoldering Multiple Myeloma (SMM). The development of prognostic score and consequently the early identification of patients with possible short-term progression to Multiple Myeloma (MM) could lead to anticipate the treatment. In this study, we retrospectively evaluated possible risk factors of short-term progression to active MM in a large cohort of MGUS and SMM patients admitted to a single haematological center (Hematology and BMT Unit, University Hospital of Parma) between 2010 and 2018. We analysed a total cohort of 235 patients diagnosed with AMG (81 MGUS and 154 SMM) according to the IMWG recently updated diagnostic criteria. All patients analysed underwent to Bone Marrow (BM) examination; moreover, imaging evaluation was performed in 22 MGUS and 123 SMM patients, in order to exclude the presence of bone disease. In a subgroup of AMG patients (n=50), bone mineral density (BMD) evaluation by Dual-energy X-ray Absorptiometry (DXA) was also available. Median age of the AMG patients analysed was 68 years (range 35-93 years). Median percentage of BM plasma cells (BMPCs) was 12% (range 2-55%) in the entire population, 7% (range 2-9) in MGUS and 15% (range 10-55) in SMM patients. Median serum M-protein was 1.7 g/dL (range: 0.17-4.5), 1.5 g/dL (range 0.17-4.5) in MGUS and 1.8 g/dL (range 0.4-2.7) in SMM patients. An abnormal free light chain (FLC) ratio was found in 70% of AMG patients, among the ones that performed the analysis; regarding SMM patients, FLC ratio value was available in 97 patients: in 72 (76%) the ratio was unbalanced, 37 (39%) had a FLC ratio ≤ 0.125 or ≥ 8 and in 14 (15%) it was > 20; among MGUS patients, value was collected in 41 patients and in 21 (51%) it was <0.26 or >1.65. The presence of immunoparesis in one or two uninvolved immunoglobulins occurred in 59% of the entire population. The median follow up time was 18 months (range 0 - 111 months) for whole population. Overall 44 patients of the entire cohort progressed to MM (41 SMM and 3 MGUS) with a median TTP of 14.5 months. By univariate analysis we found that percentage of BMPCs, entity of M-protein and presence of immunoparesis were significantly correlated with progression to active MM (p<0.001 for each variable). On the other hand, abnormal FLC ratio did not reach a statistical significance, as well as value of the involved FLC (p=0.059). Nevertheless, the presence of a FLC ratio < 0.125 or > 8 (as used in Mayo scoring system for SMM) showed a relationship at the limit of statistical significance in this subgroup of patients (p=0.052). Any significant correlation was not observed with age, sex, Ig isotype, light chain's type and the BMD values (p=NS). Afterwards, we applied Kaplan Meier method on risk factors resulted significant in univariate analysis demonstrating that they also significantly influenced the time to progression to MM. Finally, through a binomial logistic regression, we developed a new prognostic score for whole population. By combining the values of M-protein (< 2, score=0 or ≥ 2 g/dL, score=1) and the percentage of BMPC (<10%, score=0, 10-20%, score=1 and >20%, score=2), we obtained six groups at different probability of progression to active MM (Table 1). Given that result, we stratified patients in 3 groups: low-risk (score=0), intermediate-risk (score=1) and high-risk (score≥2); log-rank test confirmed that high-risk patients had a significantly shorter time to progression to symptomatic MM as compared to intermediate and low-risk patients (p<0.001). In conclusion, our results show that in patients with AMG the clinical factors, which mostly impact on the short-term risk of progression to active MM, are the entity of the PCs infiltrate and the MC related to the tumoral mass. The development of a clinical score based on BMPCs and M-protein will permit to overcome the traditional distinction between MGUS and SMM in the evaluation of the progression of AMG patients to active MM. Disclosures Giuliani: Janssen: Research Funding.


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 3376-3376 ◽  
Author(s):  
Viera Sandecka ◽  
Zdenek Adam ◽  
Ivan Spicka ◽  
Vlastimil Scudla ◽  
Evzen Gregora ◽  
...  

Abstract Introduction: Monoclonal gammopathy of undetermined significance (MGUS) is a non-malignant condition associated with a risk of progression to multiple myeloma (MM) or related disorders. There are currently 2 clinical models predicting progression from MGUS to MM. The Mayo Clinic model uses levels and type of serum monoclonal protein (M-protein) and serum free light chain ratio (sFLC). The Spanish PETHEMA model uses flow cytometry of bone marrow plasmocytes (BMPC) and the presence of DNA aneuploidy. Purpose: The primary end point was to estimate the cumulative risk of hematologic disorders occurring during the follow-up of our cohort. The secondary end points were: to validate known clinical models suggested by the Mayo Clinic group and the Spanish PETHEMA group for the risk of progression from MGUS to MM or related malignancies and to establish a new risk model by the Czech Myeloma Group (CMG model) with better prediction of low-risk MGUS group. Group: Data for this study were obtained from the Registry of Monoclonal Gammopathies (RMG) acquired from hematologic centers of the Czech Republic. MGUS diagnosis was made according to IMWG criteria. In total, 2028 persons with MGUS were enrolled in the RMG study from May 2007 to June 2013. A total of 93% (1887/2028) of persons were evaluated. Results: 1887 MGUS persons were followed with median 4 years. Malignancies developed in 8.6% (162/1887) cases; MM occurred in 77.2% (125/162) of persons. The risk of progression was 1.5% at 1 year, 7.6% at 5 years and 16.5% at 10 years after diagnosis. The key predictors factors of progression were as follows: age ≥ 69 years, serum M- protein concentration ≥ 1.5 g/dL, BMPC > 5%, pathological sFLC ratio (< 0.26 or >1.65), immunoparesis of polyclonal immunoglobulins, levels of serum hemoglobin at baseline < 12.0 g/dL and the presence of normal plasma cells (nPC) in bone marrow ≤ 5 % identified by multiparametric flow cytometry techniques. Distribution of MGUS persons according to risk groups based on the Mayo Clinic model confirmed predictive power of Mayo Clinic model based on our data although isotype of M- protein was not found as independent predictor. At 10 years, no-risk group had 4.9% risk of progression compared to 16.3%, 24.6%, and 54.9% in groups with 1, 2 or 3 risk factors, respectively (p< 0.001). MGUS group with 1, 2 and 3 risk factors in comparison to the reference group without any risk factor had HR( 2.59 [95% CI: 1.39- 4.84]; p= 0.003, HR 4.79 [95% CI: 2.56-8.93]; p< 0.001, HR 12.97 [95% CI: 5.52-30.48];p< 0.001), retrospectively. Immunoparesis instead of DNA aneuploidy was used together with the presence of abnormal plasma cells (aPCs) to validate the modified PETHEMA model. The rates of progression at 3 years were 2.5%, 8.1% and 28.0% for groups with neither, one or both risk factors, respectively (p< 0.001). MGUS group with 1 and 2 risk factors in comparison to the reference group without any risk factor had HR (3.98 [95% CI: 1.60-9.91]; p= 0.003, HR 14.23 [95% CI: 2.86-70.76]; p< 0.001), retrospectively. Based on the 5 parameters with independent predictive value in the univariate analysis (immunoparesis, serum M-protein quantity ≥ 1.5 g/dL, BMPC > 5%, abnormal sFLC ratio and serum level of hemoglobin < 12.0 g/dL) we proposed a new CMG model. The created CMG model clearly detected MGUS persons at low risk 86.6% (828/956) with the risk of progression 5.6% at 5 years better than previously described models. As expected, the number of MGUS persons with the highest risk of progression was limited to 3.7% only (35/956), with the risk of progression 31.9% at 5 years. The MGUS group with 5 risk factors had 63 times higher hazard of progression compared to reference MGUS group (HR 63.17 [95% CI: 13.99-285.36]; p< 0.001). Conclusion: In the large cohort of MGUS persons, we confirmed validity of previously considered clinical models for the risk of progression from MGUS to MM by the Mayo Clinic group and the Spanish PETHEMA group (model used for SMM). New CMG model for the risk of progression from MGUS to MM or related malignancies was established with an advantage for better identification of MGUS persons at low risk (87% of persons with risk of progression below 10% in 5 years) as well as few persons at the highest risk of progression. As a consequence, limited evaluation and visits can be planned in majority of MGUS persons in follow-up. Acknowledgments: This work was supported by grants NT13492-4, NT14575-3 and by EU FP7/2007-2013; grant n° 278570. Disclosures No relevant conflicts of interest to declare.


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