Literature DB >> 27892978

Estimating Survival in Patients With Lung Cancer and Brain Metastases: An Update of the Graded Prognostic Assessment for Lung Cancer Using Molecular Markers (Lung-molGPA).

Paul W Sperduto1, T Jonathan Yang2, Kathryn Beal2, Hubert Pan3, Paul D Brown3, Ananta Bangdiwala4, Ryan Shanley4, Norman Yeh5, Laurie E Gaspar5, Steve Braunstein6, Penny Sneed6, John Boyle7, John P Kirkpatrick7, Kimberley S Mak8, Helen A Shih8, Alex Engelman9, David Roberge10, Nils D Arvold11, Brian Alexander11, Mark M Awad12, Joseph Contessa12, Veronica Chiang12, John Hardie13, Daniel Ma13, Emil Lou14, William Sperduto7, Minesh P Mehta9.   

Abstract

IMPORTANCE: Lung cancer is the leading cause of cancer-related mortality in the United States and worldwide. As systemic therapies improve, patients with lung cancer live longer and thus are at increased risk for brain metastases. Understanding how prognosis varies across this heterogeneous patient population is essential to individualize care and design future clinical trials.
OBJECTIVE: To update the current Diagnosis-Specific Graded Prognostic Assessment (DS-GPA) for patients with non-small-cell lung cancer (NSCLC) and brain metastases. The DS-GPA is based on data from patients diagnosed between 1985 and 2005, and we set out to update it by incorporating more recently reported gene and molecular alteration data for patients with NSCLC and brain metastases. This new index is called the Lung-molGPA. DESIGN, SETTING, AND PARTICIPANTS: This is a multi-institutional retrospective database analysis of 2186 patients diagnosed between 2006 and 2014 with NSCLC and newly diagnosed brain metastases. The multivariable analyses took place between December 2015 and May 2016, and all prognostic factors were weighted for significance by hazard ratios. Significant factors were included in the updated Lung-molGPA prognostic index. MAIN OUTCOMES AND MEASURES: The main outcome was survival. Multiple Cox regression was used to select and weight prognostic factors in proportion to their hazard ratios. Log rank tests were used to compare adjacent classes and to compare overall survival for adenocarcinoma vs nonadenocarcinoma groups.
RESULTS: The original DS-GPA was based on 4 factors found in 1833 patients with NSCLC and brain metastases diagnosed between 1985 and 2005: patient age, Karnofsky Performance Status, extracranial metastases, and number of brain metastases. The patients studied for the creation of the DS-GPA had a median survival of 7 months from the time of initial treatment of brain metastases. To design the updated Lung-molGPA, we analyzed data from 2186 patients from 2006 through 2014 with NSCLC and newly diagnosed brain metastases (1521 adenocarcinoma and 665 nonadenocarcinoma). Significant prognostic factors included the original 4 factors used in the DS-GPA index plus 2 new factors: EGFR and ALK alterations in patients with adenocarcinoma (mutation status was not routinely tested for nonadenocarcinoma). The overall median survival for the cohort in the present study was 12 months, and those with NSCLC-adenocarcinoma and Lung-molGPA scores of 3.5 to 4.0 had a median survival of nearly 4 years. CONCLUSIONS AND RELEVANCE: In recent years, patient survival and physicians' ability to predict survival in NSCLC with brain metastases has improved significantly. The updated Lung-molGPA incorporating gene alteration data into the DS-GPA is a user-friendly tool that may facilitate clinical decision making and appropriate stratification of future clinical trials.

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Year:  2017        PMID: 27892978      PMCID: PMC5824323          DOI: 10.1001/jamaoncol.2016.3834

Source DB:  PubMed          Journal:  JAMA Oncol        ISSN: 2374-2437            Impact factor:   31.777


  14 in total

1.  Erlotinib versus standard chemotherapy as first-line treatment for European patients with advanced EGFR mutation-positive non-small-cell lung cancer (EURTAC): a multicentre, open-label, randomised phase 3 trial.

Authors:  Rafael Rosell; Enric Carcereny; Radj Gervais; Alain Vergnenegre; Bartomeu Massuti; Enriqueta Felip; Ramon Palmero; Ramon Garcia-Gomez; Cinta Pallares; Jose Miguel Sanchez; Rut Porta; Manuel Cobo; Pilar Garrido; Flavia Longo; Teresa Moran; Amelia Insa; Filippo De Marinis; Romain Corre; Isabel Bover; Alfonso Illiano; Eric Dansin; Javier de Castro; Michele Milella; Noemi Reguart; Giuseppe Altavilla; Ulpiano Jimenez; Mariano Provencio; Miguel Angel Moreno; Josefa Terrasa; Jose Muñoz-Langa; Javier Valdivia; Dolores Isla; Manuel Domine; Olivier Molinier; Julien Mazieres; Nathalie Baize; Rosario Garcia-Campelo; Gilles Robinet; Delvys Rodriguez-Abreu; Guillermo Lopez-Vivanco; Vittorio Gebbia; Lioba Ferrera-Delgado; Pierre Bombaron; Reyes Bernabe; Alessandra Bearz; Angel Artal; Enrico Cortesi; Christian Rolfo; Maria Sanchez-Ronco; Ana Drozdowskyj; Cristina Queralt; Itziar de Aguirre; Jose Luis Ramirez; Jose Javier Sanchez; Miguel Angel Molina; Miquel Taron; Luis Paz-Ares
Journal:  Lancet Oncol       Date:  2012-01-26       Impact factor: 41.316

2.  Summary report on the graded prognostic assessment: an accurate and facile diagnosis-specific tool to estimate survival for patients with brain metastases.

Authors:  Paul W Sperduto; Norbert Kased; David Roberge; Zhiyuan Xu; Ryan Shanley; Xianghua Luo; Penny K Sneed; Samuel T Chao; Robert J Weil; John Suh; Amit Bhatt; Ashley W Jensen; Paul D Brown; Helen A Shih; John Kirkpatrick; Laurie E Gaspar; John B Fiveash; Veronica Chiang; Jonathan P S Knisely; Christina Maria Sperduto; Nancy Lin; Minesh Mehta
Journal:  J Clin Oncol       Date:  2011-12-27       Impact factor: 44.544

Review 3.  Brain metastases: epidemiology and pathophysiology.

Authors:  Igor T Gavrilovic; Jerome B Posner
Journal:  J Neurooncol       Date:  2005-10       Impact factor: 4.130

4.  The Effect of Gene Alterations and Tyrosine Kinase Inhibition on Survival and Cause of Death in Patients With Adenocarcinoma of the Lung and Brain Metastases.

Authors:  Paul W Sperduto; T Jonathan Yang; Kathryn Beal; Hubert Pan; Paul D Brown; Ananta Bangdiwala; Ryan Shanley; Norman Yeh; Laurie E Gaspar; Steve Braunstein; Penny Sneed; John Boyle; John P Kirkpatrick; Kimberley S Mak; Helen A Shih; Alex Engelman; David Roberge; Nils D Arvold; Brian Alexander; Mark M Awad; Joseph Contessa; Veronica Chiang; John Hardie; Daniel Ma; Emil Lou; William Sperduto; Minesh P Mehta
Journal:  Int J Radiat Oncol Biol Phys       Date:  2016-06-14       Impact factor: 7.038

5.  Recursive partitioning analysis (RPA) of prognostic factors in three Radiation Therapy Oncology Group (RTOG) brain metastases trials.

Authors:  L Gaspar; C Scott; M Rotman; S Asbell; T Phillips; T Wasserman; W G McKenna; R Byhardt
Journal:  Int J Radiat Oncol Biol Phys       Date:  1997-03-01       Impact factor: 7.038

6.  Global cancer statistics, 2012.

Authors:  Lindsey A Torre; Freddie Bray; Rebecca L Siegel; Jacques Ferlay; Joannie Lortet-Tieulent; Ahmedin Jemal
Journal:  CA Cancer J Clin       Date:  2015-02-04       Impact factor: 508.702

7.  Nivolumab versus Docetaxel in Advanced Nonsquamous Non-Small-Cell Lung Cancer.

Authors:  Hossein Borghaei; Luis Paz-Ares; Leora Horn; David R Spigel; Martin Steins; Neal E Ready; Laura Q Chow; Everett E Vokes; Enriqueta Felip; Esther Holgado; Fabrice Barlesi; Martin Kohlhäufl; Oscar Arrieta; Marco Angelo Burgio; Jérôme Fayette; Hervé Lena; Elena Poddubskaya; David E Gerber; Scott N Gettinger; Charles M Rudin; Naiyer Rizvi; Lucio Crinò; George R Blumenschein; Scott J Antonia; Cécile Dorange; Christopher T Harbison; Friedrich Graf Finckenstein; Julie R Brahmer
Journal:  N Engl J Med       Date:  2015-09-27       Impact factor: 91.245

8.  Crizotinib versus chemotherapy in advanced ALK-positive lung cancer.

Authors:  Alice T Shaw; Dong-Wan Kim; Kazuhiko Nakagawa; Takashi Seto; Lucio Crinó; Myung-Ju Ahn; Tommaso De Pas; Benjamin Besse; Benjamin J Solomon; Fiona Blackhall; Yi-Long Wu; Michael Thomas; Kenneth J O'Byrne; Denis Moro-Sibilot; D Ross Camidge; Tony Mok; Vera Hirsh; Gregory J Riely; Shrividya Iyer; Vanessa Tassell; Anna Polli; Keith D Wilner; Pasi A Jänne
Journal:  N Engl J Med       Date:  2013-06-01       Impact factor: 91.245

9.  Stereotactic radiosurgery for patients with multiple brain metastases (JLGK0901): a multi-institutional prospective observational study.

Authors:  Masaaki Yamamoto; Toru Serizawa; Takashi Shuto; Atsuya Akabane; Yoshinori Higuchi; Jun Kawagishi; Kazuhiro Yamanaka; Yasunori Sato; Hidefumi Jokura; Shoji Yomo; Osamu Nagano; Hiroyuki Kenai; Akihito Moriki; Satoshi Suzuki; Yoshihisa Kida; Yoshiyasu Iwai; Motohiro Hayashi; Hiroaki Onishi; Masazumi Gondo; Mitsuya Sato; Tomohide Akimitsu; Kenji Kubo; Yasuhiro Kikuchi; Toru Shibasaki; Tomoaki Goto; Masami Takanashi; Yoshimasa Mori; Kintomo Takakura; Naokatsu Saeki; Etsuo Kunieda; Hidefumi Aoyama; Suketaka Momoshima; Kazuhiro Tsuchiya
Journal:  Lancet Oncol       Date:  2014-03-10       Impact factor: 41.316

10.  Secondary analysis of RTOG 9508, a phase 3 randomized trial of whole-brain radiation therapy versus WBRT plus stereotactic radiosurgery in patients with 1-3 brain metastases; poststratified by the graded prognostic assessment (GPA).

Authors:  Paul W Sperduto; Ryan Shanley; Xianghua Luo; David Andrews; Maria Werner-Wasik; Richard Valicenti; Jean-Paul Bahary; Luis Souhami; Minhee Won; Minesh Mehta
Journal:  Int J Radiat Oncol Biol Phys       Date:  2014-09-26       Impact factor: 7.038

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  193 in total

Review 1.  Emerging Trends in the Management of Brain Metastases from Non-small Cell Lung Cancer.

Authors:  Thomas M Churilla; Stephanie E Weiss
Journal:  Curr Oncol Rep       Date:  2018-05-07       Impact factor: 5.075

Review 2.  Role of Epidermal Growth Factor Receptor (EGFR) Inhibitors and Radiation in the Management of Brain Metastases from EGFR Mutant Lung Cancers.

Authors:  Melin J Khandekar; Zofia Piotrowska; Henning Willers; Lecia V Sequist
Journal:  Oncologist       Date:  2018-04-27

Review 3.  Systemic Therapy of Lung Cancer CNS Metastases Using Molecularly Targeted Agents and Immune Checkpoint Inhibitors.

Authors:  Grainne M O'Kane; Natasha B Leighl
Journal:  CNS Drugs       Date:  2018-06       Impact factor: 5.749

4.  A Prognostic Score for Brain Metastases of Non-small-cell Lung Cancer in the Era of Precision Medicine.

Authors:  Hua-Shai Hsu; Sung-Lin Hu; Chun-Ru Chien
Journal:  Lung       Date:  2019-06-29       Impact factor: 2.584

5.  Treatment of lung adenocarcinoma brain metastases: what is the role of radiotherapy in the age of precision medicine?

Authors:  Elizabeth J Buss; Tony J C Wang
Journal:  Transl Lung Cancer Res       Date:  2018-12

Review 6.  A Blazing Landscape: Neuroinflammation Shapes Brain Metastasis.

Authors:  Hila Doron; Tobias Pukrop; Neta Erez
Journal:  Cancer Res       Date:  2019-01-24       Impact factor: 12.701

7.  Survival and prognostic factors in patients with gastrointestinal cancers and brain metastases: have we made progress?

Authors:  Paul W Sperduto; Penny Fang; Jing Li; William Breen; Paul D Brown; Daniel Cagney; Ayal Aizer; James Yu; Veronica Chiang; Supriya Jain; Laurie E Gaspar; Sten Myrehaug; Arjun Sahgal; Steve Braunstein; Penny Sneed; Brent Cameron; Albert Attia; Jason Molitoris; Cheng-Chia Wu; Tony J C Wang; Natalie Lockney; Kathryn Beal; Jessica Parkhurst; John M Buatti; Ryan Shanley; Emil Lou; Daniel D Tandberg; John P Kirkpatrick; Diana Shi; Helen A Shih; Michael Chuong; Hirotake Saito; Hidefumi Aoyama; Laura Masucci; David Roberge; Minesh P Mehta
Journal:  Transl Res       Date:  2019-02-27       Impact factor: 7.012

8.  Survival in Patients With Brain Metastases: Summary Report on the Updated Diagnosis-Specific Graded Prognostic Assessment and Definition of the Eligibility Quotient.

Authors:  Paul W Sperduto; Shane Mesko; Jing Li; Daniel Cagney; Ayal Aizer; Nancy U Lin; Eric Nesbit; Tim J Kruser; Jason Chan; Steve Braunstein; Jessica Lee; John P Kirkpatrick; Will Breen; Paul D Brown; Diana Shi; Helen A Shih; Hany Soliman; Arjun Sahgal; Ryan Shanley; William A Sperduto; Emil Lou; Ashlyn Everett; Drexell H Boggs; Laura Masucci; David Roberge; Jill Remick; Kristin Plichta; John M Buatti; Supriya Jain; Laurie E Gaspar; Cheng-Chia Wu; Tony J C Wang; John Bryant; Michael Chuong; Yi An; Veronica Chiang; Toshimichi Nakano; Hidefumi Aoyama; Minesh P Mehta
Journal:  J Clin Oncol       Date:  2020-09-15       Impact factor: 44.544

9.  Prescription of memantine during non-stereotactic, brain-directed radiation among patients with brain metastases: a population-based study.

Authors:  Nayan Lamba; Elie Mehanna; Rachel B Kearney; Paul J Catalano; Paul D Brown; Daphne A Haas-Kogan; Ayal A Aizer
Journal:  J Neurooncol       Date:  2020-05-28       Impact factor: 4.130

10.  Type and timing of systemic therapy use predict overall survival for patients with brain metastases treated with radiation therapy.

Authors:  Kevin Yijun Fan; Nafisha Lalani; Nathalie LeVasseur; Andra Krauze; Fred Hsu; Lovedeep Gondara; Kaylie Willemsma; Alan McVey Nichol
Journal:  J Neurooncol       Date:  2020-11-18       Impact factor: 4.130

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