Disease Monitoring in Multiple Myeloma Patients Using Liquid Biopsy and Next Generation Sequencing of IGH Gene Rearrangements

Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 4430-4430
Author(s):  
Silvia Gimondi ◽  
Giulia Biancon ◽  
Antonio Vendramin ◽  
Silvia Zaninelli ◽  
Sara Rizzitano ◽  
...  

Abstract Background: Current criteria used to assess response lag behind the extraordinary evolution in the treatment of multiple myeloma (MM) patients (pts), and more sensitive techniques are being explored to detect true minimal residual disease (MRD) for new complete remission (CR) definitions. In recent years, next generation sequencing (NGS) technologies have emerged. NGS of immunoglobulin (IgH) gene rearrangements are very sensitive and also allow the identification of small subclonal population that can be monitored over time during treatment, something not possible with flow cytometry or PCR. However, the patchy pattern of bone marrow infiltration observed in MM leads to some degree of uncertainty regarding MRD-negative results, irrespectively of the technique adopted. This highlights the value of applying "liquid biopsy" as a non-invasive strategy for monitoring MRD through the analysis of circulating cell-free tumor DNA (ctDNA). The objective of the current study was to measure residual tumor burden in sequential plasma samples of a cohort of MM pts by NGS of the IgH gene rearrangements. Methods: We retrospectively analyzed 14 MM pts homogeneously treated between 2011 and 2015 with all clinical data available. We obtained serial tumor and plasma samples at diagnosis and at specified time points during treatment cycles and up to 24 months of follow-up. Genomic DNA (gDNA) was extracted from immunomagnetically selected CD138+ plasma cells at diagnosis (n=14). ctDNA was extracted from 500uL of plasma (Qiagen) at diagnosis (n=14) and at follow-up time points (n=58). IgH gene rearrangements were amplified, quality assessed (Agilent hsDNA kit) and sequenced on Ion Torrent PGM as previously described (Gimondi et al., ASH 2015). Raw reads were filtered for quality, length (>250bp) and presence of both forward and reverse primers. Reads were subsequently aligned using IgBlast against IMGT germline database and aggregated into clonotypes based on identity of CDR3, V and J segments (MigMap). Post-processing analyses were performed using VDJtools and customized R scripts. Results: PCR products quality assessment from ctDNA amplification of the entire IgH-VDJ region revealed the presence of both short (150-250bp) and long amplicons (310-360bp). Raw reads were subjected to filtering using our custom bioinformatic workflow to retain only complete IgH-VDJ gene rearrangements and discard low-quality reads. Three pts could not be evaluated due to low quality sequencing reads in all samples. At least 3 follow-up time points were available for all the remaining 11 pts whereas 6 pts had 4 time points. At diagnosis, both plasma and tumor samples revealed a high level of heterogeneity (range 1980-7753 clonotypes) with only a small fraction of shared clonotypes (346±262, mean±SD). Among the shared ones, the clonotype with the highest frequency in plasma corresponded to the tumor-associated one identified in CD138+ cells. Interestingly, in the plasma of 3 pts, additional clonotypes were detected at relatively high frequencies (range 1-16%) suggesting the presence of subclones. IgH-NGS at follow-up time points revealed that the clonotype identified at diagnosis (range 4-31% of total reads) could be easily tracked over time in plasma samples, at frequencies as low as 0.00001%. Frequencies of the tumor-associated IgH gene rearrangement in plasma showed a patient-specific modulation and reflected the tumor burden assessed according to the International Myeloma Working Group-Uniform Response Criteria. At the time of CR, the tumor-associated clonotype was undetectable in the plasma of pts who would not subsequently relapse. In patients that would lately experience progressive disease, the tumor specific clonotype was still detectable at low frequencies (range 0.00001-0.03%) in all plasma samples suggesting that liquid biopsy can be used for MRD monitoring. Conclusions: Despite the limited number of pts and follow-up samples analyzed, we demonstrate that NGS of IgH gene rearrangements from ctDNA can be used for MM disease monitoring, thus representing a non-invasive alternative strategy for clinical management. The analysis of retrospectively collected plasma samples revealed that ctDNA quality is essential for a NGS characterization of IgH gene rearrangements. Plasma samples collection and processing represent critical steps that need to be considered designing prospective liquid biopsy studies. Disclosures No relevant conflicts of interest to declare.

2021 ◽  
Vol 42 (Supplement_1) ◽  
pp. S2-S3
Author(s):  
Callie Abouzeid ◽  
Audrey E Wolfe ◽  
Gretchen J Carrougher ◽  
Nicole S Gibran ◽  
Radha K Holavanahalli ◽  
...  

Abstract Introduction Burn survivors often face many long-term physical and psychological symptoms associated with their injury. To date, however, few studies have examined the impact of burn injuries on quality of life beyond 2 years post-injury. The purpose of this study is to examine the physical and mental well-being of burn survivors up to 20 years after injury. Methods Data from the Burn Model System National Database (1997–2020) were analyzed. Patient-reported outcome measures were collected at discharge with a recall of preinjury status, and then at 5, 10, 15, and 20 years after injury. Outcomes examined were the Physical Component Summary (PCS) and Mental Component Summary (MCS) of the Short Form-12. Trajectories were developed using linear mixed methods model with repeated measures of PCS and MCS scores over time and controlling for demographic and clinical variables. The model fitted score trajectory was generated with 95% confidence intervals to demonstrate score changes over time and associations with covariates. Results The study population included 420 adult burn survivors with a mean age of 42.4 years. The population was mainly male (66%) and white (76.4%) with a mean burn size of 21.5% and length of hospital stay of 31.3 days. Higher PCS scores were associated with follow-up time points closer to injury, shorter hospital stay, and younger age. Similarly, higher MCS scores were associated with earlier follow-up time points, shorter hospital stay, female gender, and non-perineal burns. MCS trajectories are demonstrated in the Figure. Conclusions Burn survivors’ physical and mental health worsened over time. Such a trend is different from previous reported results for mental health in the general population. Demographic and clinical predictors of recovery over time are identified.


2021 ◽  
Vol 19 ◽  
Author(s):  
Jianing Wu ◽  
Ilgiz Gareev ◽  
Ozal Beylerli ◽  
Albert Mukhamedzyanov ◽  
Valentin Pavlov ◽  
...  

Aim: Intracranial aneurysms (IAs) are characterized by abnormal dilation and thinning of the cerebral vessels wall, leading to rupture and life-threatening aneurysmal subarachnoid hemorrhage (aSAH) condition. This dictates the need to find new biomarkers that predict the presence of IAs and the risk of their rupture. The aim of this study was to measure circulating miR-126 at various time points post-aSAH to identify the timing of peak levels. Methods: Plasma samples from 62 patients with unruptured IAs (UIAs), 80 patients with aSAH at various time points (1, 3, 7, and 14 days post-event), and 47 healthy control were collected and subjected to qRT-PCR analyses for the expression levels of circulating miR-126. ROC curve and AUC were used to evaluate the diagnostic value of circulating miR-126. Results: The expression levels of circulating miR-126 were increased in patients with UIAs than in the healthy control. Furthermore, the expression levels of circulating miR-126 rose substantially from day 1 to day 7, but with a moderate decrease from day 7 to day 14 in plasma of patients with aSAH. The peak was observed on day 7. The AUC for miR-126 was 0.75, 0.75, 0.82, 0.87, and 0.79, respectively, and demonstrated that circulating miR-126 displayed considerable accuracy in discriminating plasma of patients with UIAs and patients after aSAH at various time points from a healthy control. Conclusion: Our results indicated that circulating miR-126 in plasma samples could be served as a potential non-invasive biomarker in IAs detection and prevention IAs with a high risk of rupture.


2018 ◽  
Vol 82 (3) ◽  
pp. 351-369 ◽  
Author(s):  
Iren Johnsen ◽  
Kari Dyregrov ◽  
Stig Berge Matthiesen ◽  
Jon Christian Laberg

This article presents results from one of the first longitudinal studies exploring the effects of losing a close friend to traumatic death, focusing on complicated grief over time and how this is affected by avoidant behavior and rumination about the loss. The sample consists of 88 persons (76% women and 24% men, mean age = 21) who lost a close friend in the Utøya killings in Norway on July 22, 2011.Quantitative data were collected at three time-points; 18, 28, and 40 months postloss. Main findings are that bereaved friends are heavily impacted by the loss and their grief reactions are affected negatively by avoidant behavior and rumination. This indicates that close bereaved friends are a group to be aware of and that there is a need for better strategies for identifying individuals in need for follow-up.


2020 ◽  
Vol 46 (Supplement_1) ◽  
pp. S252-S252
Author(s):  
Andrea Pintos ◽  
Charlton Cheung ◽  
Simon De Deyne ◽  
Christy L M Hui ◽  
Eric Y H Chen

Abstract Background Language Disorganisation is central to the conceptualization of psychosis. Disruptions in semantic processing have been observed both as a “state”, and a “trait” phenomena in psychotic disorders. Quantification of semantic abnormalities have been improved with recent advances in semantic modeling. The current study applied such computational methods on a word association task, using immediate response to cue words to explore semantic associations. We employed a longitudinal design to investigate semantic relationships during a psychotic episode compared with the same patients after remission six months later, in order to clarify the state-trait status of the semantic variables, and their relationships with clinical symptoms. We hypothesized that semantic distance would be significantly greater in patients than controls at baseline, and would decrease upon follow-up. Methods A continued word association task (WAT) was employed to elicit three associations per cue from a set of 200 cue-words. The set of cues were previously established as being representative of words in general speech, in terms of valence, concreteness and part-of-speech composition. The task was administered to 47 patients with schizophrenia spectrum disorders and 44 matched healthy control participants. Data was collected at two time points, at baseline when patients were actively psychotic and then at 6-months follow-up. In addition, extensive clinical and cognitive measures were collected at both time points. Patterns of word associations were explored using vector representations, derived from Word2Vec, that encompass semantic meaning. Semantic distance of each cue-response pairing is defined using the cosine angle of their vectors. Changes in semantic distance were further examined on their correlation with symptom change over time. Results There was a significant interaction between group and time point on semantic distance (F = 6.865, p = 0.009), where measures of the semantic distance of patients’ responses were significantly greater than healthy controls at both time-points (p < 0.001).There is a significant time effect: the semantic distance reduced significantly over time (p < 0.001). Within the patient group, a change in semantic distance was correlated with symptom change over time, specifically with general psychopathology (p =0.024), depressive (p = 0.046) and manic symptoms (p < 0.01). Discussion Measures of semantic distance were significantly greater in patients both at baseline during a psychotic episode, and at follow-up upon clinical remission. There is a significant but not full normalization of semantic distance upon remission. Increase in semantic distance is therefore both a state and a trait marker in psychosis. We have employed a novel technique to quantify semantic distance of a word association task using Word2Vec to generate vector representations of responses in a high-dimensional semantic space. The findings illustrate the feasibility of applying Word2Vec to a word association task to detect subtle changes in language. Subsequent research possibilities using this approach includes exploration of the semantic content of responses, by grouping similar meaning responses into conceptual clusters, and its correlation with symptom change.


2019 ◽  
Vol 59 (7) ◽  
pp. 3045-3058 ◽  
Author(s):  
Julia Baudry ◽  
Johannes F. Kopp ◽  
Heiner Boeing ◽  
Anna P. Kipp ◽  
Tanja Schwerdtle ◽  
...  

Abstract Purpose We aimed to evaluate age-dependent changes of six trace elements (TE) [manganese (Mn), iron (Fe), zinc (Zn), copper (Cu), iodine (I), and selenium (Se)] over a 20-year period. Methods TE concentrations were determined using repeated serum samples taken at baseline and after 20 years of follow-up from 219 healthy participants of the EPIC-Potsdam study, using inductively coupled plasma tandem mass spectrometry. For each TE, absolute and relative differences were calculated between the two time points, as well as the proportion of individuals within normal reference ranges. Interdependence between age-related TE differences was investigated using principal component analysis (PCA). Relationships between selected factors (lifestyle, sociodemographic, anthropometric factors, and hypertension) and corresponding TE longitudinal variability were examined using multivariable linear regression models. Results Median age of our study sample was 58.32 years (4.42) at baseline and 40% were females. Median Mn, Zn, Se concentrations and Se to Cu ratio significantly decreased during aging while median Fe, Cu, I concentrations and Cu to Zn ratio significantly increased. A substantial percentage of the participants, at both time points, had Zn concentrations below the reference range. The first PCA-extracted factor reflected the correlated decline in both Mn and Zn over time while the second factor reflected the observed (on average) increase in both Cu and I over time. Overall, none of the investigated factors were strong determinants of TE longitudinal variability, except possibly dietary supplement use, and alcohol use for Fe. Conclusions In conclusion, in this population-based study of healthy elderly, decrease in Mn, Zn, and Se concentrations and increase in Fe, Cu, and I concentrations were observed over 20 years of follow-up. Further research is required to investigate dietary determinants and markers of TE status as well as the relationships between TE profiles and the risk of age-related diseases.


Blood ◽  
2019 ◽  
Vol 134 (19) ◽  
pp. 1608-1618 ◽  
Author(s):  
Frank G. Rücker ◽  
Mridul Agrawal ◽  
Andrea Corbacioglu ◽  
Daniela Weber ◽  
Silke Kapp-Schwoerer ◽  
...  

Key Points MRD assessment in t(8;21) AML allows identification of patients at high relapse risk at defined time points during treatment and follow-up. MRD− after treatment is the most favorable factor for relapse risk and survival, and serial MRD analyses define cutoffs predicting relapse.


Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 3153-3153
Author(s):  
Julia Muñoz-Ballester ◽  
Tzu Hua Chen-Liang ◽  
Ana María Hurtado ◽  
Pastora Iniesta ◽  
María Dolores García-Malo ◽  
...  

Abstract Thymic-independent peripheral expansion of CD8+ cells derived from the graft in the initial stage of post-HSCT immune recovery is a well-known physiological event. Nevertheless, the description of symptomatic LGL leukemias and aggressive malignant cases in this setting may generate uncertainty, mostly in those cases in which the cytotoxic T lymphocyte expansion CTLe persists beyond the early transplantation period. We aimed to assess the nature of CTLe in adults during the post-alloHSCT period in a series of 154 patients with a long term surveillance. We studied the longitudinal kinetics of those expansions, their relation to clinical events, and their phenotypic and molecular features, including recently reported CTL leukemia-STAT3 mutations. In our study, trying to adhere to the WHO annotation of T-LGL, we considered two definitions for a CTL expansion: an absolute increase (≥ 2000 x109/L), and a relative expansion (a CD8/CD4 ratio ≥ 1.5), persisting more than six months in both cases. Persistent relative CTLe cases are frequent (49%) and related with timoglobulin prophylaxis (p≤0.001), acute graft versus host disease (GVHD, p=0.02), reduced intensity conditioning (p=0.04) and fungal and viral infections in the early post-HSCT. No differences in the number of serious infectious events from day 180 was found. Absolute CTLe are scarce (9%), related with chronic GVHD and absence of relapses. TCR rearrangement was reported as clonal and oligoclonal in the majority of patients with CTLe. We studied in a cross sectional manner with an extended immunophenotypic panel 17 patients: 5 patients with an absolute CTLe and 12 cases with a relative CTLe. A similar cytotoxic T αβ-effector phenotype was observed in all cases, with slight differences in the expression of CD25, CD16 and 1a. One patient with a relative CTLe expressed CD56 intensely: his ratio normalized at day 730 and no immune-related events were recorded. DNA stored during the post-alloHSCT setting was available from 68/75 relative CTLe patients (14/14 absolute CTLe cases). All of them went through molecular TCR rearrangement and STAT3 exon 21 mutations determination. In the relative CTLe cohort, TCR rearrangement was described as clonal, oligoclonal or polyclonal in 77%, 16% and 7%, respectively. Regarding absolute CTLe patients, TCR rearrangement was described as clonal in all the patients (n=14) of this subset. To increase the sensibility of the Sanger PCR, it was performed on DNA from CD3+ sorted cells in 54 out of 68 cases. No STAT3 mutation could be found in the CD3+ sorted fraction of relative or absolute defined CTLe. Not using an absolute threshold would establish a diagnosis of a persistent CTL expansion in 49% of our cohort of allo-transplanted patients. Additional diagnostic tools, as an effector phenotype, the presence of a NK marker or a monoclonal TCR rearrangement would not reduce significantly that percentage: CD57 was invariably expressed in CTLe cases, and 80% of our patients with expansions showed a TCR monoclonal pattern. STAT3 mutations resulting in persistent proliferation of CTL clones are a frequent event in large granular lymphocytic leukemia, and those clones have also been described in autoimmunity-driven disorders as acquired aplastic anemia and hypocellular myelodysplastic syndromes. We establish in this study the absence of exon 21 STAT3 mutations in the persistent CTL expansions found in a large series of patients with a long-term post-alloHSCT surveillance. The absence of STAT3 mutations and the CD8/CD4 declining longitudinal kinetics in the late period, supports its benign nature, expressed clinically by the null detrimental impact of these expansions on post-transplant outcome and/or serious infectious events. Figure 1. Relative and absolute CTLe kinetics. A) Linear representation over time of the CD8/CD4 ratio in the 75 patients with relative CTLe. B) Trend linear plot of 25 patients with a relative CTLe and a follow up of, at least, 1440 days from transplantation. Each line depicts a patientxs longitudinally measured CD8/CD4 ratio. Patients are grouped by similar pattern of ratio behaviour through follow up. The line "slope" depicts the magnitude of the change between time points. C) Linear representation over time of the CD3/CD8 count in PB in the 14 patients with an absolute CTLe. D) Trend linear plot illustrating the CD8/CD4 ratio behaviour of the 14 patients with an absolute CTLe. Figure 1. Relative and absolute CTLe kinetics. A) Linear representation over time of the CD8/CD4 ratio in the 75 patients with relative CTLe. B) Trend linear plot of 25 patients with a relative CTLe and a follow up of, at least, 1440 days from transplantation. Each line depicts a patientxs longitudinally measured CD8/CD4 ratio. Patients are grouped by similar pattern of ratio behaviour through follow up. The line "slope" depicts the magnitude of the change between time points. C) Linear representation over time of the CD3/CD8 count in PB in the 14 patients with an absolute CTLe. D) Trend linear plot illustrating the CD8/CD4 ratio behaviour of the 14 patients with an absolute CTLe. Disclosures No relevant conflicts of interest to declare.


Sign in / Sign up

Export Citation Format

Share Document