Evidence map›Paper›PMID 35331827›Full record

ArticleInternational journal of radiation oncology, biology, physics2022

Graded Prognostic Assessment (GPA) for Patients With Lung Cancer and Brain Metastases: Initial Report of the Small Cell Lung Cancer GPA and Update of the Non-Small Cell Lung Cancer GPA Including the Effect of Programmed Death Ligand 1 and Other Prognostic Factors.

Paul W Sperduto, Brian De, Jing Li, David Carpenter, John Kirkpatrick, Michael Milligan, Helen A Shih, Tugce Kutuk, Rupesh Kotecha, Hajime Higaki and 30 more

Abstract read
In one paragraph

Article in International journal of radiation oncology, biology, physics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 81 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
81citing papers in PubMed, 1 pooled it
–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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

81 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. The role of preoperative stereotactic radiotherapy in the management of resectable brain metastases: A systematic review.Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al] · 2026
    Pooled it
  2. Trial
  3. Article
  4. Outcomes in long-term survivors treated with stereotactic cranial radiotherapy for brain metastases.Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al] · 2026
    Article
  5. Article
  6. Construction of a survival prediction model and analysis of influencing factors for brain metastasis in non-small cell lung cancer based on multi‑parameter clinical data.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
    Article
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  12. Phagocytic remodeling in CD74Translational cancer research · 2026
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  20. Review

21 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

40 authors.

Paul W SperdutoDuke University, Durham, North Carolina. Electronic address: paul.sperduto@duke.edu.
Brian DeMD Anderson Cancer Center, Houston, Texas.
Jing LiMD Anderson Cancer Center, Houston, Texas.
David CarpenterDuke University, Durham, North Carolina.
John KirkpatrickDuke University, Durham, North Carolina.
Michael MilliganMassachusetts General Hospital, Boston, Massachusetts.
Helen A ShihMassachusetts General Hospital, Boston, Massachusetts.
Tugce KutukMiami Cancer Institute, Baptist Health South Florida, Miami, Florida.
Rupesh KotechaMiami Cancer Institute, Baptist Health South Florida, Miami, Florida.
Hajime HigakiHokkaido Cancer Center, Hokkaido, Japan.
Manami OtsukaHokkaido University, Sapporo, Japan.
Hidefumi AoyamaHokkaido Cancer Center, Hokkaido, Japan; Hokkaido University, Sapporo, Japan.
Malie BourgoinCentre Hospitalier de l' Université de Montreal, Montreal, Quebec, Canada.
David RobergeCentre Hospitalier de l' Université de Montreal, Montreal, Quebec, Canada.
Salah DajaniNorthwestern University, Chicago, Illinois.
Sean SachdevNorthwestern University, Chicago, Illinois.
Jordan GaineyUniversity of Iowa, Iowa City, Iowa.
John M BuattiUniversity of Iowa, Iowa City, Iowa.
William BreenMayo Clinic, Rochester, Minnesota.
Paul D BrownMayo Clinic, Rochester, Minnesota.
Lisa NiUniversity of California, San Francisco, California.
Steve BraunsteinUniversity of California, San Francisco, California.
Matthew GallittoColumbia University, New York, New York.
Tony J C WangColumbia University, New York, New York.
Ryan ShanleyUniversity of Minnesota, Minneapolis, Minnesota.
Emil LouUniversity of Minnesota, Minneapolis, Minnesota.
Jay ShiaoUniversity of Colorado Denver, Denver, Colorado.
Laurie E GasparUniversity of Colorado Denver, Denver, Colorado; Banner MD Anderson Cancer Center, Loveland, Colorado.
Satoshi TanabeUniversity of Niigata, Niigata, Japan.
Toshimichi NakanoUniversity of Niigata, Niigata, Japan.
Yi AnYale University, New Haven, Connecticut.
Veronica ChiangYale University, New Haven, Connecticut.
Liang ZengSunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada.
Hany SolimanSunnybrook Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada.
Hesham ElhalawaniDana Farber Cancer Institute, Boston, Massachusetts.
Daniel CagneyDana Farber Cancer Institute, Boston, Massachusetts.
Evan ThomasUniversity of Alabama at Birmingham, Birmingham, Alabama.
Drexell H BoggsUniversity of Alabama at Birmingham, Birmingham, Alabama.
Manmeet S AhluwaliaMiami Cancer Institute, Baptist Health South Florida, Miami, Florida.
Minesh P MehtaMiami Cancer Institute, Baptist Health South Florida, Miami, Florida.

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Women's CancerP30CA077598 · NCI · UNIVERSITY OF MINNESOTA TWIN CITIES · PI Douglas Yee · 1998 to 2026
$100.4M
University of Minnesota Clinical and Translational Science Institute (UMN CTSI)UL1TR002494 · NCATS · UNIVERSITY OF MINNESOTA · PI BLAZAR, BRUCE R, WEISDORF, DANIEL J · 2018 to 2022
$34.9M
NCATS NIH HHS UL1 TR001863NCATS NIH HHS UL1 TR002494NCI NIH HHS P30 CA077598
6 · The paper itself

Abstract

purposePatients with lung cancer and brain metastases represent a markedly heterogeneous population. Accurate prognosis is essential to optimally individualize care. In prior publications, we described the graded prognostic assessment (GPA), but a GPA for patients with small cell lung cancer (SCLC) has never been reported, and in non-small cell lung cancer (NSCLC), the effect of programmed death ligand 1 (PD-L1) was unknown. The 3-fold purpose of this work is to provide the initial report of an SCLC GPA, to evaluate the effect of PD-L1 on survival in patients with NSCLC, and to update the Lung GPA accordingly. METHODS AND MATERIALS: A multivariable analysis of prognostic factors and treatments associated with survival was performed on 4183 patients with lung cancer (3002 adenocarcinoma, 611 nonadenocarcinoma, 570 SCLC) with newly diagnosed brain metastases between January 1, 2015, and December 31, 2020, using a multi-institutional retrospective database. Significant variables were used to update the Lung GPA.

resultsOverall median survival for lung adenocarcinoma, SCLC, and nonadenocarcinoma was 17, 10, and 8 months, respectively, but varied widely by GPA from 2 to 52 months. In SCLC, the significant prognostic factors were age, performance status, extracranial metastases, and number of brain metastases. In NSCLC, the distribution of molecular markers among patients with lung adenocarcinoma and known primary tumor molecular status revealed alterations/expression in PD-L1 50% to 100%, PD-L1 1% to 49%, epidermal growth factor receptor, and anaplastic lymphoma kinase in 32%, 31%, 30%, and 7%, respectively. Median survival of patients with lung adenocarcinoma and brain metastases with 0, 1% to 49%, and ≥50% PD-L1 expression was 17, 19, and 24 months, respectively (P < .01), confirming PD-L1 is a prognostic factor. Previously identified prognostic factors for NSCLC (epidermal growth factor receptor and anaplastic lymphoma kinase status, performance status, age, number of brain metastases, and extracranial metastases) were reaffirmed. These factors were incorporated into the updated Lung GPA with robust separation between subgroups for all histologies.

conclusionsSurvival for patients with lung cancer and brain metastases has improved but varies widely. The initial report of a GPA for SCLC is presented. For patients with NSCLC-adenocarcinoma and brain metastases, PD-L1 is a newly identified significant prognostic factor, and the previously identified factors were reaffirmed. The updated indices establish unique criteria for SCLC, NSCLC-nonadenocarcinoma, and NSCLC-adenocarcinoma (incorporating PD-L1). The updated Lung GPA, available for free at brainmetgpa.com, provides an accurate tool to estimate survival, individualize treatment, and stratify clinical trials.

Indexed as

AdenocarcinomaAdenocarcinoma of LungBrain NeoplasmsCarcinoma, Non-Small-Cell LungLung NeoplasmsSmall Cell Lung CarcinomaAnaplastic Lymphoma KinaseB7-H1 AntigenErbB ReceptorsHumansPrognosisRetrospective StudiesAnaplastic Lymphoma KinaseB7-H1 AntigenErbB Receptors

Identifiers

PMID35331827
PMCPMC9378572

What OpenQuestion holds

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Registered trials

None linked

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.