Analysis of Human Leukocyte Antigen DR Alleles, Immune-Related Adverse Events, and Survival Associated With Immune Checkpoint Inhibitor Use Among Patients With Advanced Malignant Melanoma
Treatment with immune checkpoint inhibitors (ICIs) has increased survival in patients with advanced malignant melanoma but can be associated with a wide range of immune-related adverse events (irAEs). The role of human leukocyte antigen (HLA)-DR alleles in conferring irAE risk has not been well stud...
Gespeichert in:
Veröffentlicht in: | JAMA network open 2022-12, Vol.5 (12), p.e2246400 |
---|---|
Hauptverfasser: | , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | 12 |
container_start_page | e2246400 |
container_title | JAMA network open |
container_volume | 5 |
creator | Akturk, Halis Kaan Couts, Kasey L Baschal, Erin E Karakus, Kagan E Van Gulick, Robert J Turner, Jacqueline A Pyle, Laura Robinson, William A Michels, Aaron W |
description | Treatment with immune checkpoint inhibitors (ICIs) has increased survival in patients with advanced malignant melanoma but can be associated with a wide range of immune-related adverse events (irAEs). The role of human leukocyte antigen (HLA)-DR alleles in conferring irAE risk has not been well studied.
To evaluate the association between irAEs and treatment response, survival, and the presence of HLA-DR alleles after ICI therapy in advanced melanoma.
This case-control study used the patient registry and biobanked samples from the tertiary referral University of Colorado Cancer Center. Specimens and clinical data were collected between January 1, 2010, and December 31, 2021. Patients with advanced (stage III unresectable and stage IV) melanoma who received ICI therapy (n = 132) were included in the analysis.
Immune checkpoint inhibitors (anti-cytotoxic T-lymphocyte antigen 4, anti-programmed cell death protein 1 or its ligand, or the combination) for the treatment of advanced melanoma.
The association between irAEs and response to therapy, survival, and HLA-DR alleles.
Among the cohort of 132 patients with advanced melanoma (mean [SD] age, 63.4 [7.2] years; 85 men [64%] and 47 women [36%]) treated with ICIs, 73 patients had at least 1 irAE and 59 did not have an irAE. Compared with patients without an irAE, patients with an irAE had higher treatment response rates (50 of 72 [69%] vs 28 of 57 [49%]; P = .02) and increased survival (median, 4.8 [IQR, 0.2-9.6] vs 3.2 [IQR, 0.1-9.2] years; P = .02). Specific HLA-DR alleles were associated with the type of irAE that developed: 7 of 10 patients (70%) who developed type 1 diabetes had DR4; 6 of 12 (50%) who developed hypothyroidism had DR8; 5 of 8 (63%) who developed hypophysitis had DR15; 3 of 5 (60%) who developed pneumonitis had DR1; and 8 of 15 (53%) who developed hepatitis had DR4.
These findings suggest that IrAEs are associated with treatment response rates and increased survival after ICI therapy for advanced melanoma. Because distinct HLA-DR alleles are associated with given adverse events, HLA genotyping before ICI therapy may aid in identifying risk for specific irAEs that could develop with such treatment. |
doi_str_mv | 10.1001/jamanetworkopen.2022.46400 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2759217700</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2759217700</sourcerecordid><originalsourceid>FETCH-LOGICAL-a418t-f8bec031c7e9ecf049b81f2b84380298db9e837137125e6bd386e9bbd312895e3</originalsourceid><addsrcrecordid>eNpdkW1r2zAUhcVYaUvbv1DE9nVO9eIXed9M2q6BhI2upR-NbF8nSmwpleSM_Lb-uSovHWMguIJ7nnPgHoS-UDKihNCbpeylBv_H2JVZgx4xwtgoTmNCPqFzlmRxxAVJPv_zP0NXzi0JIYxQnqfJKTrjaUIZT7Jz9FZo2W2dcti0-GEI3ngKw8rUWw-40F7NQePbR1x0HXTgvuFJ3w8aokfopIcGF80GrAN8twHtw1rqBv8e7EZtZIcL50yt9roX5RdHFo8XUK_WRmmPJ3qhKuWNxc_BpOiNnuNf0qud2YEJAVLXwWEmOzXXMkCzkK1NLy_RSSs7B1fHeYGe7--exg_R9OePybiYRjKmwketqKAmnNYZ5FC3JM4rQVtWiThch-WiqXIQPKPhsQTSquEihbwKkzKRJ8Av0NeD79qa1wGcL5dmsOFurmRZkjOaZYQE1feDqrbGOQttubaql3ZbUlLuqiv_q67cVVfuqwvw9TFiqHpo_qIfRfF3PLOchA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2759217700</pqid></control><display><type>article</type><title>Analysis of Human Leukocyte Antigen DR Alleles, Immune-Related Adverse Events, and Survival Associated With Immune Checkpoint Inhibitor Use Among Patients With Advanced Malignant Melanoma</title><source>MEDLINE</source><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>Alma/SFX Local Collection</source><creator>Akturk, Halis Kaan ; Couts, Kasey L ; Baschal, Erin E ; Karakus, Kagan E ; Van Gulick, Robert J ; Turner, Jacqueline A ; Pyle, Laura ; Robinson, William A ; Michels, Aaron W</creator><creatorcontrib>Akturk, Halis Kaan ; Couts, Kasey L ; Baschal, Erin E ; Karakus, Kagan E ; Van Gulick, Robert J ; Turner, Jacqueline A ; Pyle, Laura ; Robinson, William A ; Michels, Aaron W</creatorcontrib><description>Treatment with immune checkpoint inhibitors (ICIs) has increased survival in patients with advanced malignant melanoma but can be associated with a wide range of immune-related adverse events (irAEs). The role of human leukocyte antigen (HLA)-DR alleles in conferring irAE risk has not been well studied.
To evaluate the association between irAEs and treatment response, survival, and the presence of HLA-DR alleles after ICI therapy in advanced melanoma.
This case-control study used the patient registry and biobanked samples from the tertiary referral University of Colorado Cancer Center. Specimens and clinical data were collected between January 1, 2010, and December 31, 2021. Patients with advanced (stage III unresectable and stage IV) melanoma who received ICI therapy (n = 132) were included in the analysis.
Immune checkpoint inhibitors (anti-cytotoxic T-lymphocyte antigen 4, anti-programmed cell death protein 1 or its ligand, or the combination) for the treatment of advanced melanoma.
The association between irAEs and response to therapy, survival, and HLA-DR alleles.
Among the cohort of 132 patients with advanced melanoma (mean [SD] age, 63.4 [7.2] years; 85 men [64%] and 47 women [36%]) treated with ICIs, 73 patients had at least 1 irAE and 59 did not have an irAE. Compared with patients without an irAE, patients with an irAE had higher treatment response rates (50 of 72 [69%] vs 28 of 57 [49%]; P = .02) and increased survival (median, 4.8 [IQR, 0.2-9.6] vs 3.2 [IQR, 0.1-9.2] years; P = .02). Specific HLA-DR alleles were associated with the type of irAE that developed: 7 of 10 patients (70%) who developed type 1 diabetes had DR4; 6 of 12 (50%) who developed hypothyroidism had DR8; 5 of 8 (63%) who developed hypophysitis had DR15; 3 of 5 (60%) who developed pneumonitis had DR1; and 8 of 15 (53%) who developed hepatitis had DR4.
These findings suggest that IrAEs are associated with treatment response rates and increased survival after ICI therapy for advanced melanoma. Because distinct HLA-DR alleles are associated with given adverse events, HLA genotyping before ICI therapy may aid in identifying risk for specific irAEs that could develop with such treatment.</description><identifier>ISSN: 2574-3805</identifier><identifier>EISSN: 2574-3805</identifier><identifier>DOI: 10.1001/jamanetworkopen.2022.46400</identifier><identifier>PMID: 36512357</identifier><language>eng</language><publisher>United States: American Medical Association</publisher><subject>Alleles ; Antigens ; Antineoplastic Agents, Immunological - adverse effects ; Case-Control Studies ; Female ; HLA-DR Antigens - genetics ; Humans ; Immune Checkpoint Inhibitors - adverse effects ; Male ; Melanoma ; Melanoma - drug therapy ; Melanoma - genetics ; Melanoma, Cutaneous Malignant ; Middle Aged ; Response rates ; Skin cancer</subject><ispartof>JAMA network open, 2022-12, Vol.5 (12), p.e2246400</ispartof><rights>2022. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a418t-f8bec031c7e9ecf049b81f2b84380298db9e837137125e6bd386e9bbd312895e3</citedby><cites>FETCH-LOGICAL-a418t-f8bec031c7e9ecf049b81f2b84380298db9e837137125e6bd386e9bbd312895e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,860,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36512357$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Akturk, Halis Kaan</creatorcontrib><creatorcontrib>Couts, Kasey L</creatorcontrib><creatorcontrib>Baschal, Erin E</creatorcontrib><creatorcontrib>Karakus, Kagan E</creatorcontrib><creatorcontrib>Van Gulick, Robert J</creatorcontrib><creatorcontrib>Turner, Jacqueline A</creatorcontrib><creatorcontrib>Pyle, Laura</creatorcontrib><creatorcontrib>Robinson, William A</creatorcontrib><creatorcontrib>Michels, Aaron W</creatorcontrib><title>Analysis of Human Leukocyte Antigen DR Alleles, Immune-Related Adverse Events, and Survival Associated With Immune Checkpoint Inhibitor Use Among Patients With Advanced Malignant Melanoma</title><title>JAMA network open</title><addtitle>JAMA Netw Open</addtitle><description>Treatment with immune checkpoint inhibitors (ICIs) has increased survival in patients with advanced malignant melanoma but can be associated with a wide range of immune-related adverse events (irAEs). The role of human leukocyte antigen (HLA)-DR alleles in conferring irAE risk has not been well studied.
To evaluate the association between irAEs and treatment response, survival, and the presence of HLA-DR alleles after ICI therapy in advanced melanoma.
This case-control study used the patient registry and biobanked samples from the tertiary referral University of Colorado Cancer Center. Specimens and clinical data were collected between January 1, 2010, and December 31, 2021. Patients with advanced (stage III unresectable and stage IV) melanoma who received ICI therapy (n = 132) were included in the analysis.
Immune checkpoint inhibitors (anti-cytotoxic T-lymphocyte antigen 4, anti-programmed cell death protein 1 or its ligand, or the combination) for the treatment of advanced melanoma.
The association between irAEs and response to therapy, survival, and HLA-DR alleles.
Among the cohort of 132 patients with advanced melanoma (mean [SD] age, 63.4 [7.2] years; 85 men [64%] and 47 women [36%]) treated with ICIs, 73 patients had at least 1 irAE and 59 did not have an irAE. Compared with patients without an irAE, patients with an irAE had higher treatment response rates (50 of 72 [69%] vs 28 of 57 [49%]; P = .02) and increased survival (median, 4.8 [IQR, 0.2-9.6] vs 3.2 [IQR, 0.1-9.2] years; P = .02). Specific HLA-DR alleles were associated with the type of irAE that developed: 7 of 10 patients (70%) who developed type 1 diabetes had DR4; 6 of 12 (50%) who developed hypothyroidism had DR8; 5 of 8 (63%) who developed hypophysitis had DR15; 3 of 5 (60%) who developed pneumonitis had DR1; and 8 of 15 (53%) who developed hepatitis had DR4.
These findings suggest that IrAEs are associated with treatment response rates and increased survival after ICI therapy for advanced melanoma. Because distinct HLA-DR alleles are associated with given adverse events, HLA genotyping before ICI therapy may aid in identifying risk for specific irAEs that could develop with such treatment.</description><subject>Alleles</subject><subject>Antigens</subject><subject>Antineoplastic Agents, Immunological - adverse effects</subject><subject>Case-Control Studies</subject><subject>Female</subject><subject>HLA-DR Antigens - genetics</subject><subject>Humans</subject><subject>Immune Checkpoint Inhibitors - adverse effects</subject><subject>Male</subject><subject>Melanoma</subject><subject>Melanoma - drug therapy</subject><subject>Melanoma - genetics</subject><subject>Melanoma, Cutaneous Malignant</subject><subject>Middle Aged</subject><subject>Response rates</subject><subject>Skin cancer</subject><issn>2574-3805</issn><issn>2574-3805</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNpdkW1r2zAUhcVYaUvbv1DE9nVO9eIXed9M2q6BhI2upR-NbF8nSmwpleSM_Lb-uSovHWMguIJ7nnPgHoS-UDKihNCbpeylBv_H2JVZgx4xwtgoTmNCPqFzlmRxxAVJPv_zP0NXzi0JIYxQnqfJKTrjaUIZT7Jz9FZo2W2dcti0-GEI3ngKw8rUWw-40F7NQePbR1x0HXTgvuFJ3w8aokfopIcGF80GrAN8twHtw1rqBv8e7EZtZIcL50yt9roX5RdHFo8XUK_WRmmPJ3qhKuWNxc_BpOiNnuNf0qud2YEJAVLXwWEmOzXXMkCzkK1NLy_RSSs7B1fHeYGe7--exg_R9OePybiYRjKmwketqKAmnNYZ5FC3JM4rQVtWiThch-WiqXIQPKPhsQTSquEihbwKkzKRJ8Av0NeD79qa1wGcL5dmsOFurmRZkjOaZYQE1feDqrbGOQttubaql3ZbUlLuqiv_q67cVVfuqwvw9TFiqHpo_qIfRfF3PLOchA</recordid><startdate>20221201</startdate><enddate>20221201</enddate><creator>Akturk, Halis Kaan</creator><creator>Couts, Kasey L</creator><creator>Baschal, Erin E</creator><creator>Karakus, Kagan E</creator><creator>Van Gulick, Robert J</creator><creator>Turner, Jacqueline A</creator><creator>Pyle, Laura</creator><creator>Robinson, William A</creator><creator>Michels, Aaron W</creator><general>American Medical Association</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope></search><sort><creationdate>20221201</creationdate><title>Analysis of Human Leukocyte Antigen DR Alleles, Immune-Related Adverse Events, and Survival Associated With Immune Checkpoint Inhibitor Use Among Patients With Advanced Malignant Melanoma</title><author>Akturk, Halis Kaan ; Couts, Kasey L ; Baschal, Erin E ; Karakus, Kagan E ; Van Gulick, Robert J ; Turner, Jacqueline A ; Pyle, Laura ; Robinson, William A ; Michels, Aaron W</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a418t-f8bec031c7e9ecf049b81f2b84380298db9e837137125e6bd386e9bbd312895e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Alleles</topic><topic>Antigens</topic><topic>Antineoplastic Agents, Immunological - adverse effects</topic><topic>Case-Control Studies</topic><topic>Female</topic><topic>HLA-DR Antigens - genetics</topic><topic>Humans</topic><topic>Immune Checkpoint Inhibitors - adverse effects</topic><topic>Male</topic><topic>Melanoma</topic><topic>Melanoma - drug therapy</topic><topic>Melanoma - genetics</topic><topic>Melanoma, Cutaneous Malignant</topic><topic>Middle Aged</topic><topic>Response rates</topic><topic>Skin cancer</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Akturk, Halis Kaan</creatorcontrib><creatorcontrib>Couts, Kasey L</creatorcontrib><creatorcontrib>Baschal, Erin E</creatorcontrib><creatorcontrib>Karakus, Kagan E</creatorcontrib><creatorcontrib>Van Gulick, Robert J</creatorcontrib><creatorcontrib>Turner, Jacqueline A</creatorcontrib><creatorcontrib>Pyle, Laura</creatorcontrib><creatorcontrib>Robinson, William A</creatorcontrib><creatorcontrib>Michels, Aaron W</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><jtitle>JAMA network open</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Akturk, Halis Kaan</au><au>Couts, Kasey L</au><au>Baschal, Erin E</au><au>Karakus, Kagan E</au><au>Van Gulick, Robert J</au><au>Turner, Jacqueline A</au><au>Pyle, Laura</au><au>Robinson, William A</au><au>Michels, Aaron W</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Analysis of Human Leukocyte Antigen DR Alleles, Immune-Related Adverse Events, and Survival Associated With Immune Checkpoint Inhibitor Use Among Patients With Advanced Malignant Melanoma</atitle><jtitle>JAMA network open</jtitle><addtitle>JAMA Netw Open</addtitle><date>2022-12-01</date><risdate>2022</risdate><volume>5</volume><issue>12</issue><spage>e2246400</spage><pages>e2246400-</pages><issn>2574-3805</issn><eissn>2574-3805</eissn><abstract>Treatment with immune checkpoint inhibitors (ICIs) has increased survival in patients with advanced malignant melanoma but can be associated with a wide range of immune-related adverse events (irAEs). The role of human leukocyte antigen (HLA)-DR alleles in conferring irAE risk has not been well studied.
To evaluate the association between irAEs and treatment response, survival, and the presence of HLA-DR alleles after ICI therapy in advanced melanoma.
This case-control study used the patient registry and biobanked samples from the tertiary referral University of Colorado Cancer Center. Specimens and clinical data were collected between January 1, 2010, and December 31, 2021. Patients with advanced (stage III unresectable and stage IV) melanoma who received ICI therapy (n = 132) were included in the analysis.
Immune checkpoint inhibitors (anti-cytotoxic T-lymphocyte antigen 4, anti-programmed cell death protein 1 or its ligand, or the combination) for the treatment of advanced melanoma.
The association between irAEs and response to therapy, survival, and HLA-DR alleles.
Among the cohort of 132 patients with advanced melanoma (mean [SD] age, 63.4 [7.2] years; 85 men [64%] and 47 women [36%]) treated with ICIs, 73 patients had at least 1 irAE and 59 did not have an irAE. Compared with patients without an irAE, patients with an irAE had higher treatment response rates (50 of 72 [69%] vs 28 of 57 [49%]; P = .02) and increased survival (median, 4.8 [IQR, 0.2-9.6] vs 3.2 [IQR, 0.1-9.2] years; P = .02). Specific HLA-DR alleles were associated with the type of irAE that developed: 7 of 10 patients (70%) who developed type 1 diabetes had DR4; 6 of 12 (50%) who developed hypothyroidism had DR8; 5 of 8 (63%) who developed hypophysitis had DR15; 3 of 5 (60%) who developed pneumonitis had DR1; and 8 of 15 (53%) who developed hepatitis had DR4.
These findings suggest that IrAEs are associated with treatment response rates and increased survival after ICI therapy for advanced melanoma. Because distinct HLA-DR alleles are associated with given adverse events, HLA genotyping before ICI therapy may aid in identifying risk for specific irAEs that could develop with such treatment.</abstract><cop>United States</cop><pub>American Medical Association</pub><pmid>36512357</pmid><doi>10.1001/jamanetworkopen.2022.46400</doi><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2574-3805 |
ispartof | JAMA network open, 2022-12, Vol.5 (12), p.e2246400 |
issn | 2574-3805 2574-3805 |
language | eng |
recordid | cdi_proquest_journals_2759217700 |
source | MEDLINE; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Alma/SFX Local Collection |
subjects | Alleles Antigens Antineoplastic Agents, Immunological - adverse effects Case-Control Studies Female HLA-DR Antigens - genetics Humans Immune Checkpoint Inhibitors - adverse effects Male Melanoma Melanoma - drug therapy Melanoma - genetics Melanoma, Cutaneous Malignant Middle Aged Response rates Skin cancer |
title | Analysis of Human Leukocyte Antigen DR Alleles, Immune-Related Adverse Events, and Survival Associated With Immune Checkpoint Inhibitor Use Among Patients With Advanced Malignant Melanoma |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-25T17%3A22%3A24IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Analysis%20of%20Human%20Leukocyte%20Antigen%20DR%20Alleles,%20Immune-Related%20Adverse%20Events,%20and%20Survival%20Associated%20With%20Immune%20Checkpoint%20Inhibitor%20Use%20Among%20Patients%20With%20Advanced%20Malignant%20Melanoma&rft.jtitle=JAMA%20network%20open&rft.au=Akturk,%20Halis%20Kaan&rft.date=2022-12-01&rft.volume=5&rft.issue=12&rft.spage=e2246400&rft.pages=e2246400-&rft.issn=2574-3805&rft.eissn=2574-3805&rft_id=info:doi/10.1001/jamanetworkopen.2022.46400&rft_dat=%3Cproquest_cross%3E2759217700%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2759217700&rft_id=info:pmid/36512357&rfr_iscdi=true |