Neoantigen landscape supports feasibility of personalized cancer vaccine for follicular lymphoma
•Polyvalent neoantigen vaccines can be designed for most FLs by combining BCR clonotypes, somatic variants, and fusions.•Personalized neoantigen vaccines demonstrate feasibility, safety, and potential immunologic and clinical responses for patients with FL. [Display omitted] Personalized cancer vacc...
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creator | Ramirez, Cody A. Becker-Hapak, Michelle Singhal, Kartik Russler-Germain, David A. Frenkel, Felix Barnell, Erica K. McClain, Ethan D. Desai, Sweta Schappe, Timothy Onyeador, Onyinyechi C. Kudryashova, Olga Belousov, Vladislav Bagaev, Alexander Ocheredko, Elena Kiwala, Susanna Hundal, Jasreet Skidmore, Zachary L. Watkins, Marcus P. Mooney, Thomas B. Walker, Jason R. Krysiak, Kilannin Gomez, Felicia Fronick, Catrina C. Fulton, Robert S. Schreiber, Robert D. Mehta-Shah, Neha Cashen, Amanda F. Kahl, Brad S. Ataullakhanov, Ravshan Bartlett, Nancy L. Griffith, Malachi Griffith, Obi L. Fehniger, Todd A. |
description | •Polyvalent neoantigen vaccines can be designed for most FLs by combining BCR clonotypes, somatic variants, and fusions.•Personalized neoantigen vaccines demonstrate feasibility, safety, and potential immunologic and clinical responses for patients with FL.
[Display omitted]
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 the alignment of B-cell receptor (BCR) CDR3 regions from RNA-seq data, grouping at the protein level, and comparison with the BCR repertoire from healthy individuals using RNA-seq data. An average of 52 somatic mutations per patient (range, 2-172) were identified, and ≥2 (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 vaccines targeting predicted high-quality neoantigens were successfully synthesized for and administered to all 4 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. This trial was registered at www.ClinicalTrials.gov as #NCT03121677. |
doi_str_mv | 10.1182/bloodadvances.2022007792 |
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[Display omitted]
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 the alignment of B-cell receptor (BCR) CDR3 regions from RNA-seq data, grouping at the protein level, and comparison with the BCR repertoire from healthy individuals using RNA-seq data. An average of 52 somatic mutations per patient (range, 2-172) were identified, and ≥2 (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 vaccines targeting predicted high-quality neoantigens were successfully synthesized for and administered to all 4 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. This trial was registered at www.ClinicalTrials.gov as #NCT03121677.</description><identifier>ISSN: 2473-9529</identifier><identifier>ISSN: 2473-9537</identifier><identifier>EISSN: 2473-9537</identifier><identifier>DOI: 10.1182/bloodadvances.2022007792</identifier><identifier>PMID: 38713894</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Adult ; Aged ; Antigens, Neoplasm - immunology ; Cancer Vaccines - immunology ; Cancer Vaccines - therapeutic use ; Exome Sequencing ; Female ; Humans ; Immunobiology and Immunotherapy ; Lymphoma, Follicular - genetics ; Lymphoma, Follicular - immunology ; Lymphoma, Follicular - therapy ; Male ; Middle Aged ; Mutation ; Precision Medicine - methods</subject><ispartof>Blood advances, 2024-08, Vol.8 (15), p.4035-4049</ispartof><rights>2024 The American Society of Hematology</rights><rights>2024 by The American Society of Hematology. Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0), permitting only noncommercial, nonderivative use with attribution. All other rights reserved.</rights><rights>2024 by The American Society of Hematology. Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0), permitting only noncommercial, nonderivative use with attribution. All other rights reserved. 2024 The American Society of Hematology</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c355t-843fd7d5b07ef7707f97073e33be64eeec4c3f8d52211736080152e557fe0a13</cites><orcidid>0000-0001-5598-0876 ; 0000-0002-8958-7447 ; 0000-0003-1631-1201 ; 0000-0002-8705-2887 ; 0000-0002-5665-5706 ; 0000-0003-1009-2247 ; 0000-0002-1224-3478 ; 0000-0001-5744-0670 ; 0000-0002-0843-4271 ; 0000-0002-0577-4705 ; 0000-0002-6995-3585 ; 0000-0003-4378-7328 ; 0000-0003-3320-7764 ; 0000-0002-6388-446X ; 0000-0003-4884-7510 ; 0000-0002-6299-9230 ; 0000-0002-8680-854X ; 0000-0003-0459-6609 ; 0000-0001-7547-5789 ; 0000-0001-8470-394X ; 0000-0003-0323-7233 ; 0000-0002-2766-9551 ; 0000-0002-3855-7950 ; 0000-0002-4767-6409</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11339042/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11339042/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38713894$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ramirez, Cody A.</creatorcontrib><creatorcontrib>Becker-Hapak, Michelle</creatorcontrib><creatorcontrib>Singhal, Kartik</creatorcontrib><creatorcontrib>Russler-Germain, David A.</creatorcontrib><creatorcontrib>Frenkel, Felix</creatorcontrib><creatorcontrib>Barnell, Erica K.</creatorcontrib><creatorcontrib>McClain, Ethan D.</creatorcontrib><creatorcontrib>Desai, Sweta</creatorcontrib><creatorcontrib>Schappe, Timothy</creatorcontrib><creatorcontrib>Onyeador, Onyinyechi C.</creatorcontrib><creatorcontrib>Kudryashova, Olga</creatorcontrib><creatorcontrib>Belousov, Vladislav</creatorcontrib><creatorcontrib>Bagaev, Alexander</creatorcontrib><creatorcontrib>Ocheredko, Elena</creatorcontrib><creatorcontrib>Kiwala, Susanna</creatorcontrib><creatorcontrib>Hundal, Jasreet</creatorcontrib><creatorcontrib>Skidmore, Zachary L.</creatorcontrib><creatorcontrib>Watkins, Marcus P.</creatorcontrib><creatorcontrib>Mooney, Thomas B.</creatorcontrib><creatorcontrib>Walker, Jason R.</creatorcontrib><creatorcontrib>Krysiak, Kilannin</creatorcontrib><creatorcontrib>Gomez, Felicia</creatorcontrib><creatorcontrib>Fronick, Catrina C.</creatorcontrib><creatorcontrib>Fulton, Robert S.</creatorcontrib><creatorcontrib>Schreiber, Robert D.</creatorcontrib><creatorcontrib>Mehta-Shah, Neha</creatorcontrib><creatorcontrib>Cashen, Amanda F.</creatorcontrib><creatorcontrib>Kahl, Brad S.</creatorcontrib><creatorcontrib>Ataullakhanov, Ravshan</creatorcontrib><creatorcontrib>Bartlett, Nancy L.</creatorcontrib><creatorcontrib>Griffith, Malachi</creatorcontrib><creatorcontrib>Griffith, Obi L.</creatorcontrib><creatorcontrib>Fehniger, Todd A.</creatorcontrib><title>Neoantigen landscape supports feasibility of personalized cancer vaccine for follicular lymphoma</title><title>Blood advances</title><addtitle>Blood Adv</addtitle><description>•Polyvalent neoantigen vaccines can be designed for most FLs by combining BCR clonotypes, somatic variants, and fusions.•Personalized neoantigen vaccines demonstrate feasibility, safety, and potential immunologic and clinical responses for patients with FL.
[Display omitted]
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 the alignment of B-cell receptor (BCR) CDR3 regions from RNA-seq data, grouping at the protein level, and comparison with the BCR repertoire from healthy individuals using RNA-seq data. An average of 52 somatic mutations per patient (range, 2-172) were identified, and ≥2 (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 vaccines targeting predicted high-quality neoantigens were successfully synthesized for and administered to all 4 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. 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landscape supports feasibility of personalized cancer vaccine for follicular lymphoma</title><author>Ramirez, Cody A. ; Becker-Hapak, Michelle ; Singhal, Kartik ; Russler-Germain, David A. ; Frenkel, Felix ; Barnell, Erica K. ; McClain, Ethan D. ; Desai, Sweta ; Schappe, Timothy ; Onyeador, Onyinyechi C. ; Kudryashova, Olga ; Belousov, Vladislav ; Bagaev, Alexander ; Ocheredko, Elena ; Kiwala, Susanna ; Hundal, Jasreet ; Skidmore, Zachary L. ; Watkins, Marcus P. ; Mooney, Thomas B. ; Walker, Jason R. ; Krysiak, Kilannin ; Gomez, Felicia ; Fronick, Catrina C. ; Fulton, Robert S. ; Schreiber, Robert D. ; Mehta-Shah, Neha ; Cashen, Amanda F. ; Kahl, Brad S. ; Ataullakhanov, Ravshan ; Bartlett, Nancy L. ; Griffith, Malachi ; Griffith, Obi L. ; Fehniger, Todd 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(Full Participant titles)</collection><jtitle>Blood advances</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ramirez, Cody A.</au><au>Becker-Hapak, Michelle</au><au>Singhal, Kartik</au><au>Russler-Germain, David A.</au><au>Frenkel, Felix</au><au>Barnell, Erica K.</au><au>McClain, Ethan D.</au><au>Desai, Sweta</au><au>Schappe, Timothy</au><au>Onyeador, Onyinyechi C.</au><au>Kudryashova, Olga</au><au>Belousov, Vladislav</au><au>Bagaev, Alexander</au><au>Ocheredko, Elena</au><au>Kiwala, Susanna</au><au>Hundal, Jasreet</au><au>Skidmore, Zachary L.</au><au>Watkins, Marcus P.</au><au>Mooney, Thomas B.</au><au>Walker, Jason R.</au><au>Krysiak, Kilannin</au><au>Gomez, Felicia</au><au>Fronick, Catrina C.</au><au>Fulton, Robert S.</au><au>Schreiber, Robert D.</au><au>Mehta-Shah, Neha</au><au>Cashen, Amanda F.</au><au>Kahl, Brad S.</au><au>Ataullakhanov, Ravshan</au><au>Bartlett, Nancy L.</au><au>Griffith, Malachi</au><au>Griffith, Obi L.</au><au>Fehniger, Todd A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Neoantigen landscape supports feasibility of personalized cancer vaccine for follicular lymphoma</atitle><jtitle>Blood advances</jtitle><addtitle>Blood Adv</addtitle><date>2024-08-13</date><risdate>2024</risdate><volume>8</volume><issue>15</issue><spage>4035</spage><epage>4049</epage><pages>4035-4049</pages><issn>2473-9529</issn><issn>2473-9537</issn><eissn>2473-9537</eissn><abstract>•Polyvalent neoantigen vaccines can be designed for most FLs by combining BCR clonotypes, somatic variants, and fusions.•Personalized neoantigen vaccines demonstrate feasibility, safety, and potential immunologic and clinical responses for patients with FL.
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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 the alignment of B-cell receptor (BCR) CDR3 regions from RNA-seq data, grouping at the protein level, and comparison with the BCR repertoire from healthy individuals using RNA-seq data. An average of 52 somatic mutations per patient (range, 2-172) were identified, and ≥2 (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 vaccines targeting predicted high-quality neoantigens were successfully synthesized for and administered to all 4 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. This trial was registered at www.ClinicalTrials.gov as #NCT03121677.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>38713894</pmid><doi>10.1182/bloodadvances.2022007792</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0001-5598-0876</orcidid><orcidid>https://orcid.org/0000-0002-8958-7447</orcidid><orcidid>https://orcid.org/0000-0003-1631-1201</orcidid><orcidid>https://orcid.org/0000-0002-8705-2887</orcidid><orcidid>https://orcid.org/0000-0002-5665-5706</orcidid><orcidid>https://orcid.org/0000-0003-1009-2247</orcidid><orcidid>https://orcid.org/0000-0002-1224-3478</orcidid><orcidid>https://orcid.org/0000-0001-5744-0670</orcidid><orcidid>https://orcid.org/0000-0002-0843-4271</orcidid><orcidid>https://orcid.org/0000-0002-0577-4705</orcidid><orcidid>https://orcid.org/0000-0002-6995-3585</orcidid><orcidid>https://orcid.org/0000-0003-4378-7328</orcidid><orcidid>https://orcid.org/0000-0003-3320-7764</orcidid><orcidid>https://orcid.org/0000-0002-6388-446X</orcidid><orcidid>https://orcid.org/0000-0003-4884-7510</orcidid><orcidid>https://orcid.org/0000-0002-6299-9230</orcidid><orcidid>https://orcid.org/0000-0002-8680-854X</orcidid><orcidid>https://orcid.org/0000-0003-0459-6609</orcidid><orcidid>https://orcid.org/0000-0001-7547-5789</orcidid><orcidid>https://orcid.org/0000-0001-8470-394X</orcidid><orcidid>https://orcid.org/0000-0003-0323-7233</orcidid><orcidid>https://orcid.org/0000-0002-2766-9551</orcidid><orcidid>https://orcid.org/0000-0002-3855-7950</orcidid><orcidid>https://orcid.org/0000-0002-4767-6409</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2473-9529 |
ispartof | Blood advances, 2024-08, Vol.8 (15), p.4035-4049 |
issn | 2473-9529 2473-9537 2473-9537 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_11339042 |
source | MEDLINE; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central; Alma/SFX Local Collection |
subjects | Adult Aged Antigens, Neoplasm - immunology Cancer Vaccines - immunology Cancer Vaccines - therapeutic use Exome Sequencing Female Humans Immunobiology and Immunotherapy Lymphoma, Follicular - genetics Lymphoma, Follicular - immunology Lymphoma, Follicular - therapy Male Middle Aged Mutation Precision Medicine - methods |
title | Neoantigen landscape supports feasibility of personalized cancer vaccine for follicular lymphoma |
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