Neoantigen Landscape Supports Feasibility of Personalized Cancer Vaccine for Follicular Lymphoma.
Cody A RamirezMichelle Becker-HapakKartik SinghalDavid A Russler-GermainFelix E FrenkelErica K BarnellEthan McClainSweta DesaiTimothy SchappeOnyinyechi C OnyeadorOlga Mikhaylovna PlotnikovaVladislav BelousovAlexander V BagaevElena OcheredkoSusanna KiwalaJasreet HundalZachary L SkidmoreMarcus P WatkinsThomas B MooneyJason R WalkerKilannin KrysiakFelicia GomezCatrina C FronickRobert S FultonRobert D SchreiberNeha Mehta-ShahAmanda F CashenBrad S KahlRavshan I AtaullakhanovNancy L BartlettMalachi GriffithMalachi GriffithTodd A FehnigerPublished in: Blood advances (2024)
Personalized cancer vaccines designed to target neoantigens represent a promising new treatment paradigm in oncology. In contrast to classical idiotype vaccines, we hypothesized that 'polyvalent' vaccines could be engineered for the personalized treatment of follicular lymphoma (FL) using neoantigen discovery by combined whole exome sequencing (WES) and RNA sequencing (RNA-Seq). Fifty-eight tumor samples from 57 patients with FL underwent WES and RNA-Seq. Somatic and B-cell clonotype neoantigens were predicted and filtered to identify high-quality neoantigens. B-cell clonality was determined by alignment of B-cell receptor (BCR) CDR3 regions from RNA-Seq data, grouping at the protein level, and comparison to the BCR repertoire from healthy individuals using RNA-Seq data. An average of 52 somatic mutations per patient (range: 2-172) were identified, and two or more (median: 15) high-quality neoantigens were predicted for 56 of 58 FL samples. The predicted neoantigen peptides were composed of missense mutations (77%), indels (9%), gene fusions (3%), and BCR sequences (11%). Building off of these preclinical analyses, we initiated a pilot clinical trial using personalized neoantigen vaccination combined with PD-1 blockade in patients with relapsed or refractory FL (#NCT03121677). Synthetic long peptide (SLP) vaccines targeting predicted high-quality neoantigens were successfully synthesized for and administered to all four patients enrolled. Initial results demonstrate feasibility, safety, and potential immunologic and clinical responses. Our study suggests that a genomics-driven personalized cancer vaccine strategy is feasible for patients with FL, and this may overcome prior challenges in the field.
Keyphrases
- rna seq
- single cell
- acute lymphoblastic leukemia
- high throughput
- papillary thyroid
- clinical trial
- squamous cell
- tyrosine kinase
- copy number
- end stage renal disease
- big data
- newly diagnosed
- ejection fraction
- gene expression
- study protocol
- squamous cell carcinoma
- childhood cancer
- stem cells
- acute myeloid leukemia
- randomized controlled trial
- young adults
- binding protein
- open label
- autism spectrum disorder
- genome wide
- cell therapy
- combination therapy
- peritoneal dialysis
- multiple myeloma
- risk assessment
- case report
- high throughput sequencing
- human health
- transcription factor
- climate change
- oxide nanoparticles
- deep learning
- data analysis