Abstract 5901
Background
Identifying the optimal input amount and sequencing depth for B and T cell receptor repertoire profiling is challenging owing to variation in material quality and lymphocyte diversity in blood and FFPE preserved tumor specimens. Rarefaction analysis has emerged as a potential approach for assessing whether immune repertoire libraries have been sequenced to saturation. Here we present a novel automated method for saturation analysis of IGH and TCRB chain libraries derived from sequencing of peripheral blood leukocytes (PBL) and FFPE-preserved tumor RNA and DNA.
Methods
Human TCRB and IGH repertoire libraries were generated using the Oncomine TCRB and IGH assays from: (1) 25ng PBL total RNA (2) 500ng PBL gDNA (3) 150ng RNA from FFPE preserved NSCLC and (4) 200ng gDNA from FFPE preserved brain tissue. Libraries were sequenced on the Ion Torrent Gene Studio S5 then analyzed with Ion Reporter to identify clonotypes, quantify clonal expansion and diversity, and for IGH chain libraries, identify B cell clonal lineages and assess isotype usage. We then repeated clonotyping and analysis of secondary repertoire features using data that had been downsampled to fixed read depths.
Results
We observed an asymptotic relationship between the sequencing depth and the number of B and T cell clones detected, clone Shannon diversity, and B cell clonal lineage richness and diversity, indicating that libraries had been sequenced to saturation. By contrast, T and B cell normalized Shannon entropy appeared robust to sequencing depth.
Conclusions
Automated downsampling analysis may serve as a convenient tool for optimizing sequencing depth and input amount for B and T cell repertoire sequencing studies. We expect this approach to become a routine component of immune repertoire analysis.
Clinical trial identification
Editorial acknowledgement
Legal entity responsible for the study
Thermo Fisher Scientific.
Funding
Thermo Fisher Scientific.
Disclosure
L. Quagliata: Full / Part-time employment: Thermo Fisher Scientific. T. Looney: Full / Part-time employment: Thermo Fisher Scientific. D. Topacio-Hall: Full / Part-time employment: Thermo Fisher Scientific. G. Lowman: Full / Part-time employment: Thermo Fisher Scientific.
Resources from the same session
3186 - The landscape of immuno-oncology clinical trials in China
Presenter: Dawei Wu
Session: Poster Display session 3
Resources:
Abstract
3468 - Clinical Significance of Immune-related Creatine Phosphokinase Increase Associated with Anti PD1/PD-L1 immunotherapies.
Presenter: Samia Hajem
Session: Poster Display session 3
Resources:
Abstract
3836 - Thyroid toxicity and anti-thyroid antibodies as predictive markers for patients treated with anti-PD1 checkpoint therapy
Presenter: Wim Meer
Session: Poster Display session 3
Resources:
Abstract
1343 - Treatment-related adverse events and tolerability in patients with advanced renal cell carcinoma treated with first-line combination therapy with checkpoint inhibitors
Presenter: Thura Win Htut
Session: Poster Display session 3
Resources:
Abstract
5783 - Immune-related adverse events (irAEs) with single-agent PD-1 vs PD-L1 inhibitors: a meta-analysis of 8,730 patients from clinical trials
Presenter: Guru Sonpavde
Session: Poster Display session 3
Resources:
Abstract
5422 - EULAR recommendations for the diagnosis and the management of rheumatic immune-related adverse events due to cancer immunotherapy
Presenter: Marie Kostine
Session: Poster Display session 3
Resources:
Abstract
1202 - Radiographic characteristics and poor prognostic factors of interstitial lung disease (ILD) in nivolumab-treated patients with non-small cell lung cancer (NSCLC)
Presenter: Shinichi Sasaki
Session: Poster Display session 3
Resources:
Abstract
2749 - Use of Checkpoint Inhibitors (CPI) in Allogeneic Stem Cell Transplant Recipients: An Institutional Experience and A Systemic Review of the Literature
Presenter: Chantal Saberian
Session: Poster Display session 3
Resources:
Abstract
3256 - Deep Learning Radiomics distinguishes intrapulmonary Disease from Metastases in Immunotherapy-treated Melanoma Patients
Presenter: Thi Dan Linh Nguyen-Kim
Session: Poster Display session 3
Resources:
Abstract
5031 - Sarcoidosis-Like Reaction Mimics Progression in patients treated with immune checkpoint inhibitors
Presenter: Sophie Hans
Session: Poster Display session 3
Resources:
Abstract