Evidence map›Paper›PMID 37497337›Full record

ArticleCancer research communications2023

Validation of Immunotherapy Response Score as Predictive of Pan-solid Tumor Anti-PD-1/PD-L1 Benefit.

Benjamin J Bulen, Nickolay A Khazanov, Daniel H Hovelson, Laura E Lamb, Marc Matrana, Mark E Burkard, Eddy Shih-Hsin Yang, William J Edenfield, Elizabeth Claire Dees, Adedayo A Onitilo and 28 more

Registry-linked trialAbstract read
In one paragraph

Article in Cancer research communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03061305 (An Observational Trial Assessing the Clinical Benefit of Molecular Profiling in Patients With Solid Tumors), which is not on this map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT03061305 terminatednot on this map

An Observational Trial Assessing the Clinical Benefit of Molecular Profiling in Patients With Solid Tumors

Typeobservational_patient_registrySponsorStrata OncologyRan2016 to 2024Enrolled58,213ConditionsCancer, Adult Solid Tumor, Lymphoma, Multiple Myeloma
3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

38 authors.

Benjamin J BulenStrata Oncology, Ann Arbor, Michigan.ORCID 0009-0002-4070-665X
Nickolay A KhazanovStrata Oncology, Ann Arbor, Michigan.ORCID 0000-0003-0368-7824
Daniel H HovelsonStrata Oncology, Ann Arbor, Michigan.ORCID 0000-0003-1881-4451
Laura E LambStrata Oncology, Ann Arbor, Michigan.ORCID 0000-0003-0386-4165
Marc MatranaOchsner Cancer Institute, New Orleans, Louisiana.ORCID 0000-0002-7301-170X
Mark E BurkardUniversity of Wisconsin Carbone Cancer Center, Madison, Wisconsin.ORCID 0000-0002-4215-7722
Eddy Shih-Hsin YangO'Neal Comprehensive Cancer Center, University of Alabama at Birmingham School of Medicine, Birmingham, Alabama.ORCID 0000-0002-6450-2638
William J EdenfieldPrisma Health Greenville Memorial Hospital, Greenville, Carolina.ORCID 0000-0001-8232-2318
Elizabeth Claire DeesUNC Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina.ORCID 0000-0003-4004-7316
Adedayo A OnitiloCancer Care and Research Center, Marshfield Clinic Research Institute, Marshfield, Wisconsin.ORCID 0000-0001-9185-0606
Gary L BuchschacherKaiser Permanente Southern California, Los Angeles, California.ORCID 0009-0000-5713-4155
Alan M MillerTranslational Drug Development, Scottsdale, Arizona.ORCID 0009-0004-2357-5656
Benjamin M ParsonsGundersen Health System, La Crosse, Wisconsin.ORCID 0000-0002-5634-2937
Timothy R WassenaarUW Health Cancer Center at ProHealth Care, Waukesha, Wisconsin.ORCID 0009-0000-3030-3422
Jennifer M SugaKaiser Permanente Northern California, Vallejo, California.ORCID 0009-0005-9560-7511
Robert D SiegelBon Secours St. Francis Cancer Center, Greenville, Carolina.ORCID 0000-0001-9837-9730
William IrvinBon Secours Cancer Institute, Midlothian, Virginia.ORCID 0009-0000-4033-9541
Suresh NairLehigh Valley Topper Cancer Institute, Allentown, Pennsylvania.ORCID 0000-0001-7763-9732
Jennifer N SlimMultiCare Regional Cancer Center - Tacoma, Washington.ORCID 0009-0009-1096-6697
Jamal MislehThe US Oncology Network, Newark, Delaware.ORCID 0009-0004-7747-0948
Jamil KhatriChristianaCare Oncology Hematology, Newark, Delaware.ORCID 0009-0003-8997-7300
Gregory A MastersMedical Oncology Hematology Consultants, Helen F Graham Cancer Center and Research Institute, Newark, Delaware.ORCID 0000-0002-8538-3826
Sachdev ThomasKaiser Permanente Northern California, Oakland, California.ORCID 0000-0003-3867-2454
Malek M SafaKettering Health, Kettering, Ohio.ORCID 0000-0001-8935-3934
Daniel M AndersonMetro-Minnesota Community Oncology Research Consortium, St. Louis Park, Minnesota.ORCID 0009-0000-7229-4085
Jonathan MowersStrata Oncology, Ann Arbor, Michigan.ORCID 0000-0002-9077-1225
Anna C DusenberyStrata Oncology, Ann Arbor, Michigan.ORCID 0000-0002-3736-7995
Stephanie DreweryStrata Oncology, Ann Arbor, Michigan.ORCID 0009-0003-5638-8761
Komal PlouffeStrata Oncology, Ann Arbor, Michigan.ORCID 0009-0005-7674-3681
Travis ReederStrata Oncology, Ann Arbor, Michigan.ORCID 0009-0009-7918-1679
Hana VakilStrata Oncology, Ann Arbor, Michigan.ORCID 0009-0008-1288-9165
Lynnae PatriasStrata Oncology, Ann Arbor, Michigan.ORCID 0009-0000-1008-1156
Amanda FalzettaStrata Oncology, Ann Arbor, Michigan.ORCID 0009-0001-8910-9576
Ryan HamiltonStrata Oncology, Ann Arbor, Michigan.ORCID 0009-0006-7609-5933
Kat KwiatkowskiStrata Oncology, Ann Arbor, Michigan.ORCID 0000-0002-7019-2488
D Bryan JohnsonStrata Oncology, Ann Arbor, Michigan.ORCID 0009-0004-3228-6100
Daniel R RhodesStrata Oncology, Ann Arbor, Michigan.ORCID 0009-0004-6336-9849
Scott A TomlinsStrata Oncology, Ann Arbor, Michigan.ORCID 0000-0001-8661-9821

Funding

Viral VectorP30CA086862 · NCI · UNIVERSITY OF IOWA · PI Jon C.D. Houtman · 2000 to 2026
$70.0M
NCI NIH HHS P30 CA086862
6 · The paper itself

Abstract

Immunotherapy response score (IRS) integrates tumor mutation burden (TMB) and quantitative expression biomarkers to predict anti-PD-1/PD-L1 [PD-(L)1] monotherapy benefit. Here, we evaluated IRS in additional cohorts. Patients from an observational trial (NCT03061305) treated with anti-PD-(L)1 monotherapy were included and assigned to IRS-High (-H) versus -Low (-L) groups. Associations with real-world progression-free survival (rwPFS) and overall survival (OS) were determined by Cox proportional hazards (CPH) modeling. Those with available PD-L1 IHC treated with anti-PD-(L)1 with or without chemotherapy were separately assessed. Patients treated with PD-(L)1 and/or chemotherapy (five relevant tumor types) were assigned to three IRS groups [IRS-L divided into IRS-Ultra-Low (-UL) and Intermediate-Low (-IL), and similarly assessed]. In the 352 patient anti-PD-(L)1 monotherapy validation cohort (31 tumor types), IRS-H versus IRS-L patients had significantly longer rwPFS and OS. IRS significantly improved CPH associations with rwPFS and OS beyond microsatellite instability (MSI)/TMB alone. In a 189 patient (10 tumor types) PD-L1 IHC comparison cohort, IRS, but not PD-L1 IHC nor TMB, was significantly associated with anti-PD-L1 rwPFS. In a 1,103-patient cohort (from five relevant tumor types), rwPFS did not significantly differ in IRS-UL patients treated with chemotherapy versus chemotherapy plus anti-PD-(L)1, nor in IRS-H patients treated with anti-PD-(L)1 versus anti-PD-(L)1 + chemotherapy. IRS associations were consistent across subgroups, including both Europeans and non-Europeans. These results confirm the utility of IRS utility for predicting pan-solid tumor PD-(L)1 monotherapy benefit beyond available biomarkers and demonstrate utility for informing on anti-PD-(L)1 and/or chemotherapy treatment. Significance: This study confirms the utility of the integrative IRS biomarker for predicting anti-PD-L1/PD-1 benefit. IRS significantly improved upon currently available biomarkers, including PD-L1 IHC, TMB, and MSI status. Additional utility for informing on chemotherapy, anti-PD-L1/PD-1, and anti-PD-L1/PD-1 plus chemotherapy treatments decisions is shown.

Indexed as

NeoplasmsBiomarkers, TumorHumansImmunotherapyProgression-Free SurvivalBiomarkers, Tumor

Identifiers

PMID37497337
PMCPMC10367935

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.