scholarly journals IGoR: a tool for high-throughput immune repertoire analysis

2017 ◽  
Author(s):  
Quentin Marcou ◽  
Thierry Mora ◽  
Aleksandra M. Walczak

High throughput immune repertoire sequencing is promising to lead to new statistical diagnostic tools for medicine and biology. Successful implementations of these methods require a correct characterization, analysis and interpretation of these datasets. We present IGoR - a new comprehensive tool that takes B or T-cell receptors sequence reads and quantitatively characterizes the statistics of receptor generation from both cDNA and gDNA. It probabilistically annotates sequences and its modular structure can investigate models of increasing biological complexity for different organisms. For B-cells IGoR returns the hypermutation statistics, which we use to reveal co-localization of hypermutations along the sequence. We demonstrate that IGoR outperforms existing tools in accuracy and estimate the sample sizes needed for reliable repertoire characterization.

2018 ◽  
Vol 9 (1) ◽  
Author(s):  
Quentin Marcou ◽  
Thierry Mora ◽  
Aleksandra M. Walczak

2010 ◽  
Vol 69 (Suppl 2) ◽  
pp. A33-A33
Author(s):  
P. L. Klarenbeek ◽  
P. P. Tak ◽  
M. E. Doorenspleet ◽  
B. D. C. van Schaik ◽  
F. M. Wensveen ◽  
...  

2021 ◽  
Vol 17 (1) ◽  
Author(s):  
Gary Kwok Cheong Lee ◽  
Dorothee Bienzle ◽  
Stefan Matthias Keller ◽  
Mei-Hua Hwang ◽  
Nikos Darzentas ◽  
...  

Abstract Background Lymphocytic neoplasms with frequent reactive lymphocytes are uncommonly reported in dogs, and can pose a diagnostic challenge. Different diagnostic modalities such as cytology, flow cytometry, histopathology, immunohistochemistry, and clonality testing, are sometimes required for a diagnosis. This report illustrates the value of using a multi-modal diagnostic approach to decipher a complex lymphocytic tumor, and introduces immune repertoire sequencing as a diagnostic adjunct. Case presentation A 10-month-old Great Dane was referred for marked ascites. Cytologic analysis of abdominal fluid and hepatic aspirates revealed a mixed lymphocyte population including numerous large lymphocytes, yielding a diagnosis of lymphoma. Flow cytometrically, abdominal fluid lymphocytes were highly positive for CD4, CD5, CD18, CD45, and MHC II, consistent with T cell lymphoma. Due to a rapidly deteriorating clinical condition, the dog was euthanized. Post mortem histologic evaluation showed effacement of the liver by aggregates of B cells surrounded by T cells, suggestive of hepatic T cell-rich large B cell lymphoma. Immune repertoire sequencing confirmed the presence of clonal B cells in the liver but not the abdominal fluid, whereas reactive T cells with shared, polyclonal immune repertoires were found in both locations. Conclusions T cell-rich large B cell lymphoma is a rare neoplasm in dogs that may be challenging to diagnose and classify due to mixed lymphocyte populations. In this case, the results of histopathology, immunohistochemistry and immune repertoire sequencing were most consistent with a hepatic B cell neoplasm and reactive T cells exfoliating into the abdominal fluid. Immune repertoire sequencing was helpful in delineating neoplastic from reactive lymphocytes and characterizing repertoire overlap in both compartments. The potential pitfalls of equating atypical cytomorphology and monotypic marker expression in neoplasia are highlighted.


2017 ◽  
Vol 18 (1) ◽  
Author(s):  
Anke Fähnrich ◽  
Moritz Krebbel ◽  
Normann Decker ◽  
Martin Leucker ◽  
Felix D. Lange ◽  
...  

2017 ◽  
Vol 13 (1) ◽  
pp. e1005313 ◽  
Author(s):  
Edward S. Lee ◽  
Paul G. Thomas ◽  
Jeff E. Mold ◽  
Andrew J. Yates

2019 ◽  
Author(s):  
Chen Song ◽  
Pingfang Liu ◽  
Andrew Barry ◽  
Bradley W. Langhorst ◽  
Fiona J. Stewart ◽  
...  

2019 ◽  
Author(s):  
Chen Song ◽  
Pingfang Liu ◽  
Andrew Barry ◽  
Bradley W. Langhorst ◽  
Fiona J. Stewart ◽  
...  

Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 3114-3114
Author(s):  
Wen-Kai Weng ◽  
Randy Armstrong ◽  
Sally Arai ◽  
Katherine Sutherland ◽  
Richard T. Hoppe ◽  
...  

Abstract Abstract 3114 Mycosis fungoides (MF) is a mature T-cell lymphoma arising primarily from the skin. Patients with advanced stage disease either with skin tumor lesions or its leukemic form, Sezary syndrome (SS), consistently require therapy for disease control and symptom relief. Currently, there is no curative therapy and none of the available therapies provides a long-term remission. We have performed non-myeloablative allogeneic transplant in 11 MF/SS patients using total skin electron beam therapy (TSEBT), total lymphoid irradiation (TLI) and anti-thymocyte globulin (ATG) preparative regimen in an attempt to provide prolonged disease control. The median age was 63 years (range 20–73). All but one patient had stage IV disease at the time of preparative regimen. The median number of prior systemic therapies was 5 (range 2–8). Eight patients achieved complete response after transplant and 3 patients had partial response (ORR 100%). However, 4 patients experienced disease progression post transplant, requiring additional therapy. Patients tolerated the transplant extremely well. Only one patient developed grade 2 acute GVHD (skin), and another patient developed extensive chronic GVHD (skin, oral, GI). All patients were alive at the last evaluation (median follow-up, 10.6 months). The current method for monitoring residual disease in MF/SS uses flow cytometry to detect circulating Sezary cells and pathological evaluation of skin biopsy samples. However, there are no MF/SS specific tumor markers that can easily and consistently differentiate malignant clones from normal T cells and these standard diagnostic tools lack sensitivity in detecting minimal residual disease (MRD). Here, we tested whether high-throughput sequencing of T cell receptor (TCR) provides a new tool for monitoring MRD after allogeneic transplant. Genomic DNA was extracted from either peripheral blood mononuclear cells or selected skin biopsy samples. The rearranged VDJ of TCR ß was amplified using V ß-specific forward and J ß-specific reverse primers. The Illumina GA2 system generated up to 1, 000, 000 reads of 54 base pairs, covering the entire CDR3 lengths. Raw sequence data were processed to remove PCR/sequencing errors, and a nearest neighbor algorithm was used to collapse the data into unique sequences (Blood 2009, 114 :4099). Of blood samples from six SS patients, malignant clone was identified in all 6 cases by a dominant unique TCR ß CDR3 sequence. At the time of preparative regimen, 3 patients had measurable circulating Sezary cells by standard flow cytometry and pathological evaluation of peripheral blood smear. TCR ß sequencing data showed that malignant clones contributed to 69%, 81% and 68% of circulating T cells in these 3 patients, respectively. The other 3 patients did not have detectable circulating Sezary cells by standard diagnostic tools. However, 8.47%, 0.38% and 0.22% of the TCR ß sequences were from the malignant clones in these 3 cases at the time of preparative regimen. The percentage of malignant T cell clones decreased in all cases immediately after transplant. Three patients eventually achieved molecular remission. Two of them cleared the malignant clone at day+30 and the third cleared the MRD at day+270. The follow-up is still short to determine whether achieving molecular remission correlate with better clinical outcome. We have also started to perform TCR ß sequencing of skin biopsy samples to assess the MRD status in the skin of MF patients. In addition to providing highly sensitive and specific MRD quantification, deep sequencing of TCR also revealed vital information on the T cell repertoire reconstitution after allogeneic transplant. Based on our preliminary data, adaptive transfer of donor TCR repertoire clearly occurred immediately after allogeneic transplant and the TCR diversification slowly appeared months later. In summary, we have shown a safe and effective unique preparatory regimen for non-myeloablative allogeneic transplant in patients with advanced stage MF and SS. We also demonstrated the utility of high throughput sequencing of CDR3 of TCR ß in assessing MRD status after therapy with utmost sensitivity and specificity, and for the first time, showed a therapy resulting in molecular remission in this patient population. Disclosures: No relevant conflicts of interest to declare.


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