Immune checkpoint inhibitors at any treatment line in advanced NSCLC: Real-world overall survival in a large Italian cohort

•Immunotherapy has emerged as effective treatment in advanced lung cancer.•Most evidences come from clinical trials.•Its effectiveness was studied in un unselected population from a cancer register.•Real world immunotherapy at any line reduces risk of death in advanced lung cancer. To estimate the a...

Full description

Saved in:
Bibliographic Details
Published inLung cancer (Amsterdam, Netherlands) Vol. 159; pp. 145 - 152
Main Authors Andreano, Anita, Bergamaschi, Walter, Russo, Antonio Giampiero
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.09.2021
Subjects
Online AccessGet full text
ISSN0169-5002
1872-8332
1872-8332
DOI10.1016/j.lungcan.2021.06.019

Cover

Abstract •Immunotherapy has emerged as effective treatment in advanced lung cancer.•Most evidences come from clinical trials.•Its effectiveness was studied in un unselected population from a cancer register.•Real world immunotherapy at any line reduces risk of death in advanced lung cancer. To estimate the average treatment effect of immune checkpoint inhibitors in any line of treatment in a 2016–2018 population-based cohort of patients with advanced non-small-cell lung cancer (NSCLC). The cohort, and information on the tumor, were derived from the cancer registry of the Agency for Health Protection of Milan, Italy. Inclusion criteria were adult age, microscopically confirmed NSCLC, stage IIIB or IV at diagnosis, and having received at least one line of treatment. Treatment with all licensed anti PD-1/PD-L1 inhibitors was derived from inpatients and outpatients’ pharmaceutical databases of the ATS and vital status at 31 December 2019 from the health registry office of the Lombardy region. We investigated, with a causal approach, the relationship between survival and anti PD-1/PD-L1 treatment at any line constructing a directed acyclic graph and fitting a Marginal Structural Cox Model (MSCM). Of 1673 subjects, 324 received anti PD-1/PD-L1 at any treatment line. Overall, one-year survival was 61.1% (95 %CI, 55.6–66.2%) in the group treated with anti PD-1/PD-L1 at any line and 31.1% (95 %CI, 28.6–33.5%) among not treated. One-year hazard ratio (HR) of death for not treated vs. treated was 2.15 (95 %CI, 1.91–2.41), decreasing to 1.23 (95 %CI, 1.03–1.46) at two years and reaching one in the third year. In un unselected population-based cohort with advanced lung cancer, treatment with anti PD-1/PD-L1 at any line lowered the hazard of death up to two-years from date of diagnosis, confirming the efficacy of immunotherapy outside clinical trials.
AbstractList •Immunotherapy has emerged as effective treatment in advanced lung cancer.•Most evidences come from clinical trials.•Its effectiveness was studied in un unselected population from a cancer register.•Real world immunotherapy at any line reduces risk of death in advanced lung cancer. To estimate the average treatment effect of immune checkpoint inhibitors in any line of treatment in a 2016–2018 population-based cohort of patients with advanced non-small-cell lung cancer (NSCLC). The cohort, and information on the tumor, were derived from the cancer registry of the Agency for Health Protection of Milan, Italy. Inclusion criteria were adult age, microscopically confirmed NSCLC, stage IIIB or IV at diagnosis, and having received at least one line of treatment. Treatment with all licensed anti PD-1/PD-L1 inhibitors was derived from inpatients and outpatients’ pharmaceutical databases of the ATS and vital status at 31 December 2019 from the health registry office of the Lombardy region. We investigated, with a causal approach, the relationship between survival and anti PD-1/PD-L1 treatment at any line constructing a directed acyclic graph and fitting a Marginal Structural Cox Model (MSCM). Of 1673 subjects, 324 received anti PD-1/PD-L1 at any treatment line. Overall, one-year survival was 61.1% (95 %CI, 55.6–66.2%) in the group treated with anti PD-1/PD-L1 at any line and 31.1% (95 %CI, 28.6–33.5%) among not treated. One-year hazard ratio (HR) of death for not treated vs. treated was 2.15 (95 %CI, 1.91–2.41), decreasing to 1.23 (95 %CI, 1.03–1.46) at two years and reaching one in the third year. In un unselected population-based cohort with advanced lung cancer, treatment with anti PD-1/PD-L1 at any line lowered the hazard of death up to two-years from date of diagnosis, confirming the efficacy of immunotherapy outside clinical trials.
To estimate the average treatment effect of immune checkpoint inhibitors in any line of treatment in a 2016-2018 population-based cohort of patients with advanced non-small-cell lung cancer (NSCLC).OBJECTIVESTo estimate the average treatment effect of immune checkpoint inhibitors in any line of treatment in a 2016-2018 population-based cohort of patients with advanced non-small-cell lung cancer (NSCLC).The cohort, and information on the tumor, were derived from the cancer registry of the Agency for Health Protection of Milan, Italy. Inclusion criteria were adult age, microscopically confirmed NSCLC, stage IIIB or IV at diagnosis, and having received at least one line of treatment. Treatment with all licensed anti PD-1/PD-L1 inhibitors was derived from inpatients and outpatients' pharmaceutical databases of the ATS and vital status at 31 December 2019 from the health registry office of the Lombardy region. We investigated, with a causal approach, the relationship between survival and anti PD-1/PD-L1 treatment at any line constructing a directed acyclic graph and fitting a Marginal Structural Cox Model (MSCM).MATERIALS AND METHODSThe cohort, and information on the tumor, were derived from the cancer registry of the Agency for Health Protection of Milan, Italy. Inclusion criteria were adult age, microscopically confirmed NSCLC, stage IIIB or IV at diagnosis, and having received at least one line of treatment. Treatment with all licensed anti PD-1/PD-L1 inhibitors was derived from inpatients and outpatients' pharmaceutical databases of the ATS and vital status at 31 December 2019 from the health registry office of the Lombardy region. We investigated, with a causal approach, the relationship between survival and anti PD-1/PD-L1 treatment at any line constructing a directed acyclic graph and fitting a Marginal Structural Cox Model (MSCM).Of 1673 subjects, 324 received anti PD-1/PD-L1 at any treatment line. Overall, one-year survival was 61.1% (95 %CI, 55.6-66.2%) in the group treated with anti PD-1/PD-L1 at any line and 31.1% (95 %CI, 28.6-33.5%) among not treated. One-year hazard ratio (HR) of death for not treated vs. treated was 2.15 (95 %CI, 1.91-2.41), decreasing to 1.23 (95 %CI, 1.03-1.46) at two years and reaching one in the third year.RESULTSOf 1673 subjects, 324 received anti PD-1/PD-L1 at any treatment line. Overall, one-year survival was 61.1% (95 %CI, 55.6-66.2%) in the group treated with anti PD-1/PD-L1 at any line and 31.1% (95 %CI, 28.6-33.5%) among not treated. One-year hazard ratio (HR) of death for not treated vs. treated was 2.15 (95 %CI, 1.91-2.41), decreasing to 1.23 (95 %CI, 1.03-1.46) at two years and reaching one in the third year.In un unselected population-based cohort with advanced lung cancer, treatment with anti PD-1/PD-L1 at any line lowered the hazard of death up to two-years from date of diagnosis, confirming the efficacy of immunotherapy outside clinical trials.CONCLUSIONIn un unselected population-based cohort with advanced lung cancer, treatment with anti PD-1/PD-L1 at any line lowered the hazard of death up to two-years from date of diagnosis, confirming the efficacy of immunotherapy outside clinical trials.
Author Bergamaschi, Walter
Russo, Antonio Giampiero
Andreano, Anita
Author_xml – sequence: 1
  givenname: Anita
  surname: Andreano
  fullname: Andreano, Anita
  organization: Epidemiology Unit, Agency for Health Protection (ATS) of Milan, C.so Italia 52, 20122 Milano, Italy
– sequence: 2
  givenname: Walter
  surname: Bergamaschi
  fullname: Bergamaschi, Walter
  organization: Directorate General, Agency for Health Protection (ATS) of Milan, C.so Italia 52, 20122 Milano, Italy
– sequence: 3
  givenname: Antonio Giampiero
  surname: Russo
  fullname: Russo, Antonio Giampiero
  email: agrusso@ats-milano.it
  organization: Epidemiology Unit, Agency for Health Protection (ATS) of Milan, C.so Italia 52, 20122 Milano, Italy
BookMark eNqNkUtv1DAURiNUJKaFn4DkJZsEO--AEEKjUkYagcRjbd1c33Q8dezBdoJG_PlmmK66KSsv7jnf4vgyubDOUpK8FjwTXNRv95mZ7C2CzXKei4zXGRfds2Ql2iZP26LIL5LVwnVpxXn-IrkMYc-5aATvVsnfzThOlhjuCO8OTtvItN3pXkfnA4PIwB5Z9ARxpOVm9MJqy0DNYJEU-_pjvV2_Y98JTPrHeaOYm8mDMSxMftYzmH84M-BviW0iGA2Wods5H18mzwcwgV49vFfJr8_XP9df0u23m8360zbFsixiWgJvoOhbHLqSWuxUU2M1FAjQC5WrguqBeJP3qqlaGtpCNKh6hYhD2belyour5M159-Dd74lClKMOSMaAJTcFmVdVU5VllfMFfX9G0bsQPA0SdYSonY0etJGCy1NyuZcPyeUpueS1XJIvdvXIPng9gj8-6X08e7RUmDV5GVDTqa_2hFEqp59c-PBoAZev0gjmjo7_4d8DyCm4mw
CitedBy_id crossref_primary_10_3390_curroncol30020181
crossref_primary_10_26416_OnHe_60_3_2022_7154
crossref_primary_10_57187_smw_2023_40039
crossref_primary_10_1016_j_dib_2021_107559
crossref_primary_10_1111_1759_7714_15205
crossref_primary_10_1002_psp4_12894
Cites_doi 10.1016/S1470-2045(14)71173-8
10.1056/NEJMoa1504627
10.1016/S0140-6736(15)01281-7
10.1002/sim.3697
10.1016/j.dib.2021.107559
10.1634/theoncologist.2018-0737
10.1097/EDE.0b013e318225c2be
10.1056/NEJMoa1716948
10.21037/atm.2017.06.45
10.1016/S0140-6736(16)00587-0
10.1016/S0140-6736(17)30565-2
10.1002/cam4.2806
10.1093/aje/kwq433
10.3747/co.25.4287
10.1111/cas.14590
10.1093/aje/kwu125
10.1016/j.ejca.2019.09.011
10.1016/j.pulmoe.2019.06.001
10.1056/NEJMra1514296
10.2217/fon-2019-0348
10.1038/bjc.1995.364
10.1016/j.ejca.2017.07.015
10.1093/aje/kwp418
10.1056/NEJMoa1709937
10.1093/aje/kwn164
10.1111/1759-7714.13272
10.1002/cncr.25677
10.3390/cancers11111784
10.1016/S0140-6736(16)31473-8
10.1016/S1470-2045(11)70184-X
10.1097/00001648-200009000-00011
10.1136/jech.2004.029496
10.1016/S0169-5002(03)00230-7
10.1002/cncr.33142
10.1093/biomet/80.3.557
10.1056/NEJMoa1606774
10.1097/00001648-199901000-00008
10.1016/S1470-2045(09)70364-X
10.1007/s00432-020-03262-2
10.1002/cncr.32383
ContentType Journal Article
Copyright 2021 The Authors
Copyright © 2021 The Authors. Published by Elsevier B.V. All rights reserved.
Copyright_xml – notice: 2021 The Authors
– notice: Copyright © 2021 The Authors. Published by Elsevier B.V. All rights reserved.
DBID 6I.
AAFTH
AAYXX
CITATION
7X8
DOI 10.1016/j.lungcan.2021.06.019
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
CrossRef
MEDLINE - Academic
DatabaseTitle CrossRef
MEDLINE - Academic
DatabaseTitleList
MEDLINE - Academic

DeliveryMethod fulltext_linktorsrc
Discipline Medicine
EISSN 1872-8332
EndPage 152
ExternalDocumentID 10_1016_j_lungcan_2021_06_019
S0169500221004633
GroupedDBID ---
--K
--M
.1-
.55
.FO
.~1
0R~
1B1
1P~
1RT
1~.
1~5
29L
4.4
457
4CK
4G.
53G
5GY
5VS
7-5
71M
8P~
9JM
AABNK
AAEDT
AAEDW
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQXK
AATTM
AAXKI
AAXUO
AAYWO
ABBQC
ABFNM
ABGSF
ABJNI
ABLJU
ABMAC
ABMZM
ABUDA
ABWVN
ABXDB
ACDAQ
ACGFS
ACIEU
ACIUM
ACRLP
ACRPL
ACVFH
ADBBV
ADCNI
ADEZE
ADMUD
ADNMO
ADUVX
AEBSH
AEHWI
AEIPS
AEKER
AENEX
AEUPX
AEVXI
AFJKZ
AFPUW
AFRHN
AFTJW
AFXIZ
AGCQF
AGHFR
AGQPQ
AGRDE
AGUBO
AGYEJ
AHHHB
AIEXJ
AIGII
AIIUN
AIKHN
AITUG
AJRQY
AJUYK
AKBMS
AKRWK
AKYEP
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
ANKPU
ANZVX
APXCP
ASPBG
AVWKF
AXJTR
AZFZN
BKOJK
BLXMC
BNPGV
CS3
DU5
EBS
EFJIC
EFKBS
EJD
EO8
EO9
EP2
EP3
F5P
FDB
FEDTE
FGOYB
FIRID
FNPLU
FYGXN
G-2
G-Q
GBLVA
HED
HMK
HMO
HVGLF
HZ~
IHE
J1W
KOM
M29
M41
MO0
N9A
O-L
O9-
OAUVE
OC~
OO-
OZT
P-8
P-9
P2P
PC.
Q38
R2-
ROL
RPZ
SAE
SCC
SDF
SDG
SEL
SES
SEW
SPCBC
SSH
SSU
SSZ
T5K
UDS
WUQ
X7M
Z5R
ZGI
~G-
6I.
AACTN
AAFTH
AAIAV
ABLVK
ABYKQ
AFCTW
AFKWA
AHPSJ
AJBFU
AJOXV
AMFUW
DOVZS
EFLBG
LCYCR
RIG
AAYXX
AGRNS
CITATION
7X8
ACLOT
~HD
ID FETCH-LOGICAL-c443t-4a07a3b8cf94e8c9d76c5f3caab1d2d3e6fe072bd758ef8317cdbdcccf4b84d23
IEDL.DBID .~1
ISSN 0169-5002
1872-8332
IngestDate Sat Sep 27 18:39:18 EDT 2025
Tue Jul 01 02:37:13 EDT 2025
Thu Apr 24 23:02:26 EDT 2025
Fri Feb 23 02:44:27 EST 2024
Tue Aug 26 16:32:27 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords Chemotherapy
Immune checkpoint inhibitors
Adjuvant
Carcinoma
Non-small-cell lung
Cohort studies
Language English
License This is an open access article under the CC BY-NC-ND license.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c443t-4a07a3b8cf94e8c9d76c5f3caab1d2d3e6fe072bd758ef8317cdbdcccf4b84d23
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
OpenAccessLink https://www.sciencedirect.com/science/article/pii/S0169500221004633
PQID 2557544520
PQPubID 23479
PageCount 8
ParticipantIDs proquest_miscellaneous_2557544520
crossref_citationtrail_10_1016_j_lungcan_2021_06_019
crossref_primary_10_1016_j_lungcan_2021_06_019
elsevier_sciencedirect_doi_10_1016_j_lungcan_2021_06_019
elsevier_clinicalkey_doi_10_1016_j_lungcan_2021_06_019
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate September 2021
2021-09-00
20210901
PublicationDateYYYYMMDD 2021-09-01
PublicationDate_xml – month: 09
  year: 2021
  text: September 2021
PublicationDecade 2020
PublicationTitle Lung cancer (Amsterdam, Netherlands)
PublicationYear 2021
Publisher Elsevier B.V
Publisher_xml – name: Elsevier B.V
References International Classification of Diseases for Oncology, Third Edition, First Revision., World Health Organization, Geneva, 2013.
Brahmer, Reckamp, Baas, Crinò, Eberhardt, Poddubskaya, Antonia, Pluzanski, Vokes, Holgado, Waterhouse, Ready, Gainor, Arén Frontera, Havel, Steins, Garassino, Aerts, Domine, Paz-Ares, Reck, Baudelet, Harbison, Lestini, Spigel (b0070) 2015; 373
Borghaei, Langer, Paz‐Ares, Rodríguez‐Abreu, Halmos, Garassino, Houghton, Kurata, Cheng, Lin, Pietanza, Piperdi, Gadgeel (b0110) 2020; 126
M.A. Hernán, J.M. Robins, Causal Inference: What If, (n.d.) 150–154.
Herbst, Baas, Kim, Felip, Pérez-Gracia, Han, Molina, Kim, Arvis, Ahn, Majem, Fidler, de Castro, Garrido, Lubiniecki, Shentu, Im, Dolled-Filhart, Garon (b0065) 2016; 387
Karim, Gustafson, Petkau, Zhao, Shirani, Kingwell, Evans, van der Kop, Oger, Tremlett (b0280) 2014; 180
Khozin, Miksad, Adami, Boyd, Brown, Gossai, Kaganman, Kuk, Rockland, Pazdur, Torres, Zhi, Abernethy (b0145) 2019; 125
Hernan (b0240) 2006; 60
P.E. Van Schil, R. Rami-Porta, H. Asamura, The 8th TNM edition for lung cancer: a critical analysis, Ann. Transl. Med. 6 (2018) 87. https://doi.org/10.21037/atm.2017.06.45.
Hirsch, Suda, Wiens, Bunn (b0095) 2016; 388
National Institute for Health and Care Excellence, Pembrolizumab for untreated PD-L1-positive metastatic non-small-cell lung cancer. Technology appraisal guidance, 2018. https://www.nice.org.uk/guidance/ta531/resources/pembrolizumab-for-untreated-pdl1positive-metastatic-nonsmallcell-lung-cancer-pdf-82606895901637 (accessed June 15, 2021).
Socinski, Jotte, Cappuzzo, Orlandi, Stroyakovskiy, Nogami, Rodríguez-Abreu, Moro-Sibilot, Thomas, Barlesi, Finley, Kelsch, Lee, Coleman, Deng, Shen, Kowanetz, Lopez-Chavez, Sandler, Reck (b0115) 2018; 378
Lim, Kim, Cho, Kang, Ahn, Kim, Kim, Lee, Lee, Lee, Park, An, Cho, Jang, Kim, Kim, Lee, Na, Yoo, Lee (b0150) 2020; 52
Greenland, Pearl, Robins (b0225) 1999; 10
National Institute for Health and Care Excellence, Lung cancer: diagnosis and management. Guidance NG122., (n.d.). https://www.nice.org.uk/guidance/ng122 (accessed January 26, 2021).
Janssen-Heijnen, Coebergh (b0010) 2003; 41
Yang, Wu, Schuler, Sebastian, Popat, Yamamoto, Zhou, Hu, O'Byrne, Feng, Lu, Huang, Geater, Lee, Tsai, Gorbunova, Hirsh, Bennouna, Orlov, Mok, Boyer, Su, Lee, Kato, Massey, Shahidi, Zazulina, Sequist (b0045) 2015; 16
Minicozzi, Innos, Sánchez, Trama, Walsh, Marcos-Gragera, Dimitrova, Botta, Visser, Rossi, Tavilla, Sant, Hackl, Zielonke, Van Eycken, Henau, Valerianova, Dimitrova, Sekerija, Dušek, Zvolský, Mägi, Aareleid, Malila, Seppä, Bouvier, Faivre, Bossard, Uhry, Colonna, Stabenow, Luttmann, Eberle, Brenner, Nennecke, Engel, Schubert-Fritschle, Heidrich, Holleczek, Katalinic, Clough-Gorr, Mazzoleni, Bulatko, Buzzoni, Giacomin, Ferretti, Barchielli, Caldarella, Gatta, Sant, Amash, Amati, Baili, Berrino, Bonfarnuzzo, Botta, Capocaccia, Di Salvo, Foschi, Margutti, Meneghini, Minicozzi, Trama, Serraino, Maso, De Angelis, Caldora, Carrani, Francisci, Knijn, Mallone, Pierannunzio, Roazzi, Rossi, Santaquilani, Tavilla, Pannozzo, Natali, Filiberti, Marani, Autelitano, Spagnoli, Cirilli, Fusco, Vitale, Traina, Staiti, Vitale, Cusimano, Michiara, Tumino, Falcini, Caiazzo, Maspero, Fanetti, Zanetti, Rosso, Rugge, Tognazzo, Pildava, Smailyte, Johannesen, Rachtan, Góźdź, Mężyk, Błaszczyk, Kępska, Bielska-Lasota, Forjaz de Lacerda, Bento, Antunes, Miranda, Mayer-da-Silva, Safaei Diba, Primic-Zakelj, Almar, Mateos, Lopez de Munain, Larrañaga, Torrella-Ramos, Díaz García, Jimenez-Chillaron, Marcos-Gragera, Vilardell, Moreno-Iribas, Ardanaz, Lambe, Mousavi, Bouchardy, Usel, Ess, Frick, Lorez, Ess, Herrmann, Bordoni, Spitale, Konzelmann, Visser, Damhuis, Otter, Coleman, Allemani, Rachet, Rashbass, Broggio, Verne, Gavin, Fitzpatrick, Huws, White (b0030) 2017; 84
J.E. Tyczynski, E. Demaret, D.M. Parkin, I.A. for R. on Cancer, Standards And Guidelines for Cancer Registration in Europe: v. 1, Intl Agency for Research on Cancer, Lyon, 2003.
Robins, Hernán, Brumback (b0235) 2000; 11
Midha, Dearden, McCormack (b0090) 2015; 5
Salloum, Smith, Jensen, Lafata (b0205) 2011; 117
Textor, Hardt, Knüppel (b0230) 2011; 22
Juergens, Mariano, Jolivet, Finn, Rothenstein, Reaume, Faghih, Labbé, Owen, Shepherd, Villeneuve, Romeyer, Pettersson, Butts (b0140) 2018; 25
Crinò, Bidoli, Delmonte, Grossi, Marinis, Ardizzoni, Vitiello, Russo, Parra, Cortesi, Cappuzzo, Calabrò, Tiseo, Turci, Gamucci, Antonelli, Morabito, Chella, Giannarelli, Galetta (b0160) 2019; 24
Simeone, Nordstrom, Patel, Klein (b0285) 2019; 15
Fehrenbacher, Spira, Ballinger, Kowanetz, Vansteenkiste, Mazieres, Park, Smith, Artal-Cortes, Lewanski, Braiteh, Waterkamp, He, Zou, Chen, Yi, Sandler, Rittmeyer (b0075) 2016; 387
Quan, Li, Couris, Fushimi, Graham, Hider, Januel, Sundararajan (b0200) 2011; 173
Lin, Wei, Ying (b0250) 1993; 80
Reck, Rodríguez-Abreu, Robinson, Hui, Csőszi, Fülöp, Gottfried, Peled, Tafreshi, Cuffe, O’Brien, Rao, Hotta, Leiby, Lubiniecki, Shentu, Rangwala, Brahmer (b0105) 2016; 375
Antonia, Villegas, Daniel, Vicente, Murakami, Hui, Yokoi, Chiappori, Lee, de Wit, Cho, Bourhaba, Quantin, Tokito, Mekhail, Planchard, Kim, Karapetis, Hiret, Ostoros, Kubota, Gray, Paz-Ares, de Castro Carpeño, Wadsworth, Melillo, Jiang, Huang, Dennis, Özgüroğlu (b0120) 2017; 377
Caranci, Biggeri, Grisotto, Pacelli, Spadea, Costa (b0215) 2010; 34
S.R. Cole, M.A. Hernán, Adjusted survival curves with inverse probability weights, (n.d.) 5.
International Agency for Research on Cancer, Cancer today, (2021). http://gco.iarc.fr/today/home (accessed May 28, 2021).
Bellesoeur, Ollier, Allard, Hirsch, Boudou-Rouquette, Arrondeau, Thomas-Schoemann, Tiako, Khoudour, Chapron, Giraud, Wislez, Damotte, Lupo, Vidal, Alexandre, Goldwasser, Tod, Blanchet, Is there an Exposure–Response Relationship for Nivolumab in Real-World NSCLC Patients?, Cancers. 11 (2019) 1784. https://doi.org/10.3390/cancers11111784.
Cancer Research UK, Lung cancer statistics, 2021. https://www.cancerresearchuk.org/health-professional/cancer-statistics/statistics-by-cancer-type/lung-cancer (accessed May 28, 2021).
Carter, Thurston (b0085) 2020; 304
Cole, Hernán (b0255) 2008; 168
Figueiredo, Almeida, Almodovar, Alves, Araújo, Araújo, Barata, Barradas, Barroso, Brito, Camacho, Canário, Cardoso, Chaves, Costa, Cunha, Duarte, Estevinho, Felizardo, Fernandes, Ferreira, Ferreira, Fidalgo, Freitas, Garrido, Gil, Hasmucrai, Jesus, Lopes, de Macedo, Meleiro, Neveda, Nogueira, Pantorotto, Parente, Pego, Rocha, Roque, Santos, Saraiva, Silva, Silva, Simões, Soares, Teixeira, Timóteo, Hespanhol (b0170) 2020; 26
Austin (b0265) 2009; 28
Cancer Research Institute, PD-1 / PD-L1 Landscape, (2021). https://www.cancerresearch.org/scientists/immuno-oncology-landscape/pd-1-pd-l1-landscape (accessed January 25, 2021).
Longo, Boussiotis (b0055) 2016; 375
IACR - Cancer Registry of Metropolitan Area of Milan, IACR Int. Assoc. Cancer Regist. (2021). http://www.iacr.com.fr/index.php?option=com_comprofiler&task=userprofile&user=1035&Itemid=524 (accessed January 20, 2021).
Aarnink, Fumet, Favier, Truntzer, Ghiringhelli (b0125) 2020; 146
Socialstyrelsen. The National Board of Health and Welfare, Statistics on Cancer Incidence 2019, 2020-12–7133 (2020).
Zhou, Wu, Chen, Feng, Liu, Wang, Zhang, Wang, Zhou, Ren, Lu, Zhang, Hu, Hu, Luo, Chen, Ye, Huang, Zhi, Zhang, Xiu, Ma, Zhang, You (b0040) 2011; 12
International Agency for Research on Cancer, CI5 plus. Cancer incidence in Five Continents Time Trends, 2021. https://ci5.iarc.fr/CI5plus/Pages/graph4_sel.aspx (accessed January 5, 2021).
Ruiz‐Patiño, Arrieta, Cardona, Martín, Raez, Zatarain‐Barrón, Barrón, Ricaurte, Bravo‐Garzón, Mas, Corrales, Rojas, Lupinacci, Perazzo, Bas, Carranza, Puparelli, Rizzo, Ruiz, Rolfo, Archila, Rodríguez, Sotelo, Vargas, Carranza, Otero, Pino, Ortíz, Laguado, Rosell (b0135) 2020; 11
Altman, De Stavola, Love, Stepniewska (b0245) 1995; 72
Amrane, Geier, Corre, Léna, Léveiller, Gadby, Lamy, Bizec, Goarant, Robinet, Gouva, Quere, Abgral, Schick, Bernier, Chouaid, Descourt (b0130) 2020; 9
Westreich, Cole, Tien, Chmiel, Kingsley, Funk, Anastos, Jacobson (b0275) 2010; 171
Hida, Nokihara, Kondo, Kim, Azuma, Seto, Takiguchi, Nishio, Yoshioka, Imamura, Hotta, Watanabe, Goto, Satouchi, Kozuki, Shukuya, Nakagawa, Mitsudomi, Yamamoto, Asakawa, Asabe, Tanaka, Tamura (b0050) 2017; 390
Arches, Nuova Anagrafe Regionale, Regione Lombardia, (2014). http://www.sismec.info/index.php/census/census-list/details/1/294.
Kano, Ichihara, Harada, Inoue, Kayatani, Hosokawa, Kishino, Watanabe, Ochi, Oda, Hara, Ninomiya, Hotta, Maeda, Kiura (b0190) 2020; 111
A. Andreano, A. Russo, Administrative healthcare data to predict performance status in lung cancer patients, Data Brief, In press, 2021.
Grossi, Genova, Crinò, Delmonte, Turci, Signorelli, Passaro, Parra, Catino, Landi, Gelsomino, Tiseo, Puppo, Roila, Ricciardi, Tonini, Cognetti, Toschi, Tassinari, Scoppola, Giannarelli, Cortesi (b0165) 2019; 123
Córdova-Bahena, Velasco-Velázquez (b0080) 2020
Mitsudomi, Morita, Yatabe, Negoro, Okamoto, Tsurutani, Seto, Satouchi, Tada, Hirashima, Asami, Katakami, Takada, Yoshioka, Shibata, Kudoh, Shimizu, Saito, Toyooka, Nakagawa, Fukuoka (b0035) 2010; 11
10.1016/j.lungcan.2021.06.019_b0270
Caranci (10.1016/j.lungcan.2021.06.019_b0215) 2010; 34
Austin (10.1016/j.lungcan.2021.06.019_b0265) 2009; 28
Borghaei (10.1016/j.lungcan.2021.06.019_b0110) 2020; 126
Textor (10.1016/j.lungcan.2021.06.019_b0230) 2011; 22
Kano (10.1016/j.lungcan.2021.06.019_b0190) 2020; 111
Juergens (10.1016/j.lungcan.2021.06.019_b0140) 2018; 25
Khozin (10.1016/j.lungcan.2021.06.019_b0145) 2019; 125
Hirsch (10.1016/j.lungcan.2021.06.019_b0095) 2016; 388
Ruiz‐Patiño (10.1016/j.lungcan.2021.06.019_b0135) 2020; 11
Altman (10.1016/j.lungcan.2021.06.019_b0245) 1995; 72
10.1016/j.lungcan.2021.06.019_b0025
Reck (10.1016/j.lungcan.2021.06.019_b0105) 2016; 375
Crinò (10.1016/j.lungcan.2021.06.019_b0160) 2019; 24
10.1016/j.lungcan.2021.06.019_b0100
10.1016/j.lungcan.2021.06.019_b0220
10.1016/j.lungcan.2021.06.019_b0020
10.1016/j.lungcan.2021.06.019_b0185
10.1016/j.lungcan.2021.06.019_b0260
Simeone (10.1016/j.lungcan.2021.06.019_b0285) 2019; 15
10.1016/j.lungcan.2021.06.019_b0060
Westreich (10.1016/j.lungcan.2021.06.019_b0275) 2010; 171
10.1016/j.lungcan.2021.06.019_b0180
Longo (10.1016/j.lungcan.2021.06.019_b0055) 2016; 375
Janssen-Heijnen (10.1016/j.lungcan.2021.06.019_b0010) 2003; 41
Amrane (10.1016/j.lungcan.2021.06.019_b0130) 2020; 9
Carter (10.1016/j.lungcan.2021.06.019_b0085) 2020; 304
Lin (10.1016/j.lungcan.2021.06.019_b0250) 1993; 80
Grossi (10.1016/j.lungcan.2021.06.019_b0165) 2019; 123
Salloum (10.1016/j.lungcan.2021.06.019_b0205) 2011; 117
Karim (10.1016/j.lungcan.2021.06.019_b0280) 2014; 180
Quan (10.1016/j.lungcan.2021.06.019_b0200) 2011; 173
10.1016/j.lungcan.2021.06.019_b0015
Córdova-Bahena (10.1016/j.lungcan.2021.06.019_b0080) 2020
10.1016/j.lungcan.2021.06.019_b0210
Figueiredo (10.1016/j.lungcan.2021.06.019_b0170) 2020; 26
10.1016/j.lungcan.2021.06.019_b0175
Brahmer (10.1016/j.lungcan.2021.06.019_b0070) 2015; 373
10.1016/j.lungcan.2021.06.019_b0290
Aarnink (10.1016/j.lungcan.2021.06.019_b0125) 2020; 146
Herbst (10.1016/j.lungcan.2021.06.019_b0065) 2016; 387
Lim (10.1016/j.lungcan.2021.06.019_b0150) 2020; 52
Hernan (10.1016/j.lungcan.2021.06.019_b0240) 2006; 60
Hida (10.1016/j.lungcan.2021.06.019_b0050) 2017; 390
10.1016/j.lungcan.2021.06.019_b0005
Minicozzi (10.1016/j.lungcan.2021.06.019_b0030) 2017; 84
Zhou (10.1016/j.lungcan.2021.06.019_b0040) 2011; 12
Cole (10.1016/j.lungcan.2021.06.019_b0255) 2008; 168
Mitsudomi (10.1016/j.lungcan.2021.06.019_b0035) 2010; 11
Fehrenbacher (10.1016/j.lungcan.2021.06.019_b0075) 2016; 387
Midha (10.1016/j.lungcan.2021.06.019_b0090) 2015; 5
Robins (10.1016/j.lungcan.2021.06.019_b0235) 2000; 11
Greenland (10.1016/j.lungcan.2021.06.019_b0225) 1999; 10
Antonia (10.1016/j.lungcan.2021.06.019_b0120) 2017; 377
10.1016/j.lungcan.2021.06.019_b0155
Yang (10.1016/j.lungcan.2021.06.019_b0045) 2015; 16
10.1016/j.lungcan.2021.06.019_b0195
Socinski (10.1016/j.lungcan.2021.06.019_b0115) 2018; 378
References_xml – reference: Cancer Research Institute, PD-1 / PD-L1 Landscape, (2021). https://www.cancerresearch.org/scientists/immuno-oncology-landscape/pd-1-pd-l1-landscape (accessed January 25, 2021).
– volume: 125
  start-page: 4019
  year: 2019
  end-page: 4032
  ident: b0145
  article-title: Real-world progression, treatment, and survival outcomes during rapid adoption of immunotherapy for advanced non–small cell lung cancer
  publication-title: Cancer
– volume: 123
  start-page: 72
  year: 2019
  end-page: 80
  ident: b0165
  article-title: Real-life results from the overall population and key subgroups within the Italian cohort of nivolumab expanded access program in non-squamous non–small cell lung cancer
  publication-title: Eur. J. Can.
– volume: 80
  start-page: 557
  year: 1993
  end-page: 572
  ident: b0250
  article-title: Checking the cox model with cumulative sums of martingale-based residuals
  publication-title: Biometrika.
– volume: 117
  start-page: 1038
  year: 2011
  end-page: 1048
  ident: b0205
  article-title: Using claims-based measures to predict performance status score in patients with lung cancer
  publication-title: Cancer.
– volume: 5
  start-page: 2892
  year: 2015
  end-page: 2911
  ident: b0090
  article-title: EGFR mutation incidence in non-small-cell lung cancer of adenocarcinoma histology: a systematic review and global map by ethnicity (mutMapII)
  publication-title: Am. J. Cancer Res.
– volume: 388
  start-page: 1012
  year: 2016
  end-page: 1024
  ident: b0095
  article-title: New and emerging targeted treatments in advanced non-small-cell lung cancer
  publication-title: Lancet Lond. Engl.
– volume: 72
  start-page: 511
  year: 1995
  end-page: 518
  ident: b0245
  article-title: Review of survival analyses published in cancer journals
  publication-title: Br. J. Can.
– start-page: 5139
  year: 2020
  ident: b0080
  article-title: Anti-PD-1 and anti-PD-L1 antibodies as immunotherapy against cancer: a structural perspective
  publication-title: Rev. Invest. Clin.
– volume: 24
  start-page: e1165
  year: 2019
  end-page: e1171
  ident: b0160
  article-title: Italian cohort of nivolumab expanded access program in squamous non-small cell lung cancer: results from a real-world population
  publication-title: Oncologist
– volume: 378
  start-page: 2288
  year: 2018
  end-page: 2301
  ident: b0115
  article-title: IMpower150 study group, atezolizumab for first-line treatment of metastatic nonsquamous NSCLC
  publication-title: N. Engl. J. Med.
– volume: 111
  start-page: 3739
  year: 2020
  end-page: 3746
  ident: b0190
  article-title: Utility of immune checkpoint inhibitors in non-small-cell lung cancer patients with poor performance status
  publication-title: Can. Sci.
– reference: Socialstyrelsen. The National Board of Health and Welfare, Statistics on Cancer Incidence 2019, 2020-12–7133 (2020).
– volume: 25
  start-page: 384
  year: 2018
  end-page: 392
  ident: b0140
  article-title: Real-world benefit of nivolumab in a Canadian non-small-cell lung cancer cohort
  publication-title: Curr. Oncol. Tor. Ont.
– volume: 9
  start-page: 2309
  year: 2020
  end-page: 2316
  ident: b0130
  article-title: First-line pembrolizumab for non-small cell lung cancer patients with PD-L1 ≥50% in a multicenter real-life cohort: the PEMBREIZH study
  publication-title: Cancer Med.
– volume: 15
  start-page: 3491
  year: 2019
  end-page: 3502
  ident: b0285
  article-title: Treatment patterns and overall survival in metastatic non-small-cell lung cancer in a real-world, US setting
  publication-title: Future Oncol.
– volume: 11
  start-page: 353
  year: 2020
  end-page: 361
  ident: b0135
  article-title: CLICaP, Immunotherapy at any line of treatment improves survival in patients with advanced metastatic non-small cell lung cancer (NSCLC) compared with chemotherapy (Quijote-CLICaP)
  publication-title: Thorac. Cancer.
– volume: 60
  start-page: 578
  year: 2006
  end-page: 586
  ident: b0240
  article-title: Estimating causal effects from epidemiological data
  publication-title: J. Epidemiol. Community Health.
– volume: 146
  start-page: 2699
  year: 2020
  end-page: 2707
  ident: b0125
  article-title: Role of pleural and peritoneal metastasis in immune checkpoint inhibitors efficacy patients with non-small cell lung cancer: real-world data from a large cohort in France
  publication-title: J. Can. Res. Clin. Oncol.
– volume: 10
  start-page: 37
  year: 1999
  end-page: 48
  ident: b0225
  article-title: Causal diagrams for epidemiologic research
  publication-title: Epidemiol. Camb. Mass.
– volume: 387
  start-page: 1837
  year: 2016
  end-page: 1846
  ident: b0075
  article-title: POPLAR study group, atezolizumab versus docetaxel for patients with previously treated non-small-cell lung cancer (POPLAR): a multicentre, open-label, phase 2 randomised controlled trial
  publication-title: Lancet Lond. Engl.
– reference: IACR - Cancer Registry of Metropolitan Area of Milan, IACR Int. Assoc. Cancer Regist. (2021). http://www.iacr.com.fr/index.php?option=com_comprofiler&task=userprofile&user=1035&Itemid=524 (accessed January 20, 2021).
– volume: 11
  start-page: 550
  year: 2000
  end-page: 560
  ident: b0235
  article-title: Marginal structural models and causal inference in epidemiology
  publication-title: Epidemiology.
– volume: 28
  start-page: 3083
  year: 2009
  end-page: 3107
  ident: b0265
  article-title: Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples
  publication-title: Stat. Med.
– volume: 84
  start-page: 335
  year: 2017
  end-page: 353
  ident: b0030
  article-title: Quality analysis of population-based information on cancer stage at diagnosis across Europe, with presentation of stage-specific cancer survival estimates: a EUROCARE-5 study
  publication-title: Eur. J. Can.
– volume: 126
  start-page: 4867
  year: 2020
  end-page: 4877
  ident: b0110
  article-title: Pembrolizumab plus chemotherapy versus chemotherapy alone in patients with advanced non-small cell lung cancer without tumor PD-L1 expression: a pooled analysis of 3 randomized controlled trials
  publication-title: Cancer.
– volume: 16
  start-page: 141
  year: 2015
  end-page: 151
  ident: b0045
  article-title: Afatinib versus cisplatin-based chemotherapy for EGFR mutation-positive lung adenocarcinoma (LUX-Lung 3 and LUX-Lung 6): analysis of overall survival data from two randomised, phase 3 trials
  publication-title: Lancet Oncol.
– reference: National Institute for Health and Care Excellence, Pembrolizumab for untreated PD-L1-positive metastatic non-small-cell lung cancer. Technology appraisal guidance, 2018. https://www.nice.org.uk/guidance/ta531/resources/pembrolizumab-for-untreated-pdl1positive-metastatic-nonsmallcell-lung-cancer-pdf-82606895901637 (accessed June 15, 2021).
– volume: 11
  start-page: 121
  year: 2010
  end-page: 128
  ident: b0035
  article-title: West Japan Oncology Group, Gefitinib versus cisplatin plus docetaxel in patients with non-small-cell lung cancer harbouring mutations of the epidermal growth factor receptor (WJTOG3405): an open label, randomised phase 3 trial
  publication-title: Lancet Oncol.
– volume: 173
  start-page: 676
  year: 2011
  end-page: 682
  ident: b0200
  article-title: Updating and validating the Charlson comorbidity index and score for risk adjustment in hospital discharge abstracts using data from 6 countries
  publication-title: Am. J. Epidemiol.
– volume: 387
  start-page: 1540
  year: 2016
  end-page: 1550
  ident: b0065
  article-title: Pembrolizumab versus docetaxel for previously treated, PD-L1-positive, advanced non-small-cell lung cancer (KEYNOTE-010): a randomised controlled trial
  publication-title: Lancet Lond. Engl.
– volume: 375
  start-page: 1767
  year: 2016
  end-page: 1778
  ident: b0055
  article-title: Molecular and biochemical aspects of the PD-1 checkpoint pathway
  publication-title: N. Engl. J. Med.
– reference: M.A. Hernán, J.M. Robins, Causal Inference: What If, (n.d.) 150–154.
– volume: 171
  start-page: 691
  year: 2010
  end-page: 700
  ident: b0275
  article-title: Time scale and adjusted survival curves for marginal structural cox models
  publication-title: Am. J. Epidemiol.
– reference: S.R. Cole, M.A. Hernán, Adjusted survival curves with inverse probability weights, (n.d.) 5.
– reference: International Agency for Research on Cancer, CI5 plus. Cancer incidence in Five Continents Time Trends, 2021. https://ci5.iarc.fr/CI5plus/Pages/graph4_sel.aspx (accessed January 5, 2021).
– volume: 304
  year: 2020
  ident: b0085
  article-title: Immuno-oncology agents for cancer therapy
  publication-title: Pharm. J.
– volume: 373
  start-page: 123
  year: 2015
  end-page: 135
  ident: b0070
  article-title: Nivolumab versus docetaxel in advanced squamous-cell non-small-cell lung cancer
  publication-title: N. Engl. J. Med.
– volume: 390
  start-page: 29
  year: 2017
  end-page: 39
  ident: b0050
  article-title: Alectinib versus crizotinib in patients with ALK-positive non-small-cell lung cancer (J-ALEX): an open-label, randomised phase 3 trial
  publication-title: Lancet Lond. Engl.
– reference: Cancer Research UK, Lung cancer statistics, 2021. https://www.cancerresearchuk.org/health-professional/cancer-statistics/statistics-by-cancer-type/lung-cancer (accessed May 28, 2021).
– volume: 375
  start-page: 1823
  year: 2016
  end-page: 1833
  ident: b0105
  article-title: Pembrolizumab versus chemotherapy for PD-L1–positive non–small-cell lung cancer
  publication-title: N. Engl. J. Med.
– volume: 26
  start-page: 10
  year: 2020
  end-page: 17
  ident: b0170
  article-title: Real-world data from the portuguese nivolumab expanded access program (EAP) in previously treated non small cell lung cancer (NSCLC)
  publication-title: Pulmonology
– reference: Arches, Nuova Anagrafe Regionale, Regione Lombardia, (2014). http://www.sismec.info/index.php/census/census-list/details/1/294.
– volume: 377
  start-page: 1919
  year: 2017
  end-page: 1929
  ident: b0120
  article-title: Durvalumab after chemoradiotherapy in stage III non-small-cell lung cancer
  publication-title: N. Engl. J. Med.
– volume: 34
  start-page: 167
  year: 2010
  end-page: 176
  ident: b0215
  article-title: The Italian deprivation index at census block level: definition, description and association with general mortality
  publication-title: Epidemiol. Prev.
– reference: A. Andreano, A. Russo, Administrative healthcare data to predict performance status in lung cancer patients, Data Brief, In press, 2021.
– reference: International Agency for Research on Cancer, Cancer today, (2021). http://gco.iarc.fr/today/home (accessed May 28, 2021).
– reference: J.E. Tyczynski, E. Demaret, D.M. Parkin, I.A. for R. on Cancer, Standards And Guidelines for Cancer Registration in Europe: v. 1, Intl Agency for Research on Cancer, Lyon, 2003.
– volume: 52
  start-page: 1112
  year: 2020
  end-page: 1119
  ident: b0150
  article-title: Real-world experience of nivolumab in non-small cell lung cancer in Korea
  publication-title: Can. Res. Treat. Off. J. Korean Can. Assoc.
– volume: 12
  start-page: 735
  year: 2011
  end-page: 742
  ident: b0040
  article-title: Erlotinib versus chemotherapy as first-line treatment for patients with advanced EGFR mutation-positive non-small-cell lung cancer (OPTIMAL, CTONG-0802): a multicentre, open-label, randomised, phase 3 study
  publication-title: Lancet Oncol.
– reference: P.E. Van Schil, R. Rami-Porta, H. Asamura, The 8th TNM edition for lung cancer: a critical analysis, Ann. Transl. Med. 6 (2018) 87. https://doi.org/10.21037/atm.2017.06.45.
– volume: 180
  start-page: 160
  year: 2014
  end-page: 171
  ident: b0280
  article-title: Marginal structural cox models for estimating the association between β-interferon exposure and disease progression in a multiple sclerosis cohort
  publication-title: Am. J. Epidemiol.
– volume: 41
  start-page: 245
  year: 2003
  end-page: 258
  ident: b0010
  article-title: The changing epidemiology of lung cancer in Europe
  publication-title: Lung Can. Amst. Neth.
– reference: National Institute for Health and Care Excellence, Lung cancer: diagnosis and management. Guidance NG122., (n.d.). https://www.nice.org.uk/guidance/ng122 (accessed January 26, 2021).
– reference: International Classification of Diseases for Oncology, Third Edition, First Revision., World Health Organization, Geneva, 2013.
– volume: 22
  start-page: 745
  year: 2011
  ident: b0230
  article-title: DAGitty: a graphical tool for analyzing causal diagrams
  publication-title: Epidemiol. Camb. Mass.
– volume: 168
  start-page: 656
  year: 2008
  end-page: 664
  ident: b0255
  article-title: Constructing inverse probability weights for marginal structural models
  publication-title: Am. J. Epidemiol.
– reference: Bellesoeur, Ollier, Allard, Hirsch, Boudou-Rouquette, Arrondeau, Thomas-Schoemann, Tiako, Khoudour, Chapron, Giraud, Wislez, Damotte, Lupo, Vidal, Alexandre, Goldwasser, Tod, Blanchet, Is there an Exposure–Response Relationship for Nivolumab in Real-World NSCLC Patients?, Cancers. 11 (2019) 1784. https://doi.org/10.3390/cancers11111784.
– volume: 16
  start-page: 141
  issue: 2
  year: 2015
  ident: 10.1016/j.lungcan.2021.06.019_b0045
  article-title: Afatinib versus cisplatin-based chemotherapy for EGFR mutation-positive lung adenocarcinoma (LUX-Lung 3 and LUX-Lung 6): analysis of overall survival data from two randomised, phase 3 trials
  publication-title: Lancet Oncol.
  doi: 10.1016/S1470-2045(14)71173-8
– volume: 373
  start-page: 123
  issue: 2
  year: 2015
  ident: 10.1016/j.lungcan.2021.06.019_b0070
  article-title: Nivolumab versus docetaxel in advanced squamous-cell non-small-cell lung cancer
  publication-title: N. Engl. J. Med.
  doi: 10.1056/NEJMoa1504627
– volume: 387
  start-page: 1540
  issue: 10027
  year: 2016
  ident: 10.1016/j.lungcan.2021.06.019_b0065
  article-title: Pembrolizumab versus docetaxel for previously treated, PD-L1-positive, advanced non-small-cell lung cancer (KEYNOTE-010): a randomised controlled trial
  publication-title: Lancet Lond. Engl.
  doi: 10.1016/S0140-6736(15)01281-7
– volume: 28
  start-page: 3083
  issue: 25
  year: 2009
  ident: 10.1016/j.lungcan.2021.06.019_b0265
  article-title: Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples
  publication-title: Stat. Med.
  doi: 10.1002/sim.3697
– ident: 10.1016/j.lungcan.2021.06.019_b0210
  doi: 10.1016/j.dib.2021.107559
– volume: 34
  start-page: 167
  year: 2010
  ident: 10.1016/j.lungcan.2021.06.019_b0215
  article-title: The Italian deprivation index at census block level: definition, description and association with general mortality
  publication-title: Epidemiol. Prev.
– ident: 10.1016/j.lungcan.2021.06.019_b0025
– volume: 52
  start-page: 1112
  year: 2020
  ident: 10.1016/j.lungcan.2021.06.019_b0150
  article-title: Real-world experience of nivolumab in non-small cell lung cancer in Korea
  publication-title: Can. Res. Treat. Off. J. Korean Can. Assoc.
– ident: 10.1016/j.lungcan.2021.06.019_b0060
– volume: 24
  start-page: e1165
  year: 2019
  ident: 10.1016/j.lungcan.2021.06.019_b0160
  article-title: Italian cohort of nivolumab expanded access program in squamous non-small cell lung cancer: results from a real-world population
  publication-title: Oncologist
  doi: 10.1634/theoncologist.2018-0737
– volume: 22
  start-page: 745
  year: 2011
  ident: 10.1016/j.lungcan.2021.06.019_b0230
  article-title: DAGitty: a graphical tool for analyzing causal diagrams
  publication-title: Epidemiol. Camb. Mass.
  doi: 10.1097/EDE.0b013e318225c2be
– volume: 378
  start-page: 2288
  issue: 24
  year: 2018
  ident: 10.1016/j.lungcan.2021.06.019_b0115
  article-title: IMpower150 study group, atezolizumab for first-line treatment of metastatic nonsquamous NSCLC
  publication-title: N. Engl. J. Med.
  doi: 10.1056/NEJMoa1716948
– ident: 10.1016/j.lungcan.2021.06.019_b0185
  doi: 10.21037/atm.2017.06.45
– ident: 10.1016/j.lungcan.2021.06.019_b0220
– volume: 387
  start-page: 1837
  issue: 10030
  year: 2016
  ident: 10.1016/j.lungcan.2021.06.019_b0075
  article-title: POPLAR study group, atezolizumab versus docetaxel for patients with previously treated non-small-cell lung cancer (POPLAR): a multicentre, open-label, phase 2 randomised controlled trial
  publication-title: Lancet Lond. Engl.
  doi: 10.1016/S0140-6736(16)00587-0
– volume: 390
  start-page: 29
  issue: 10089
  year: 2017
  ident: 10.1016/j.lungcan.2021.06.019_b0050
  article-title: Alectinib versus crizotinib in patients with ALK-positive non-small-cell lung cancer (J-ALEX): an open-label, randomised phase 3 trial
  publication-title: Lancet Lond. Engl.
  doi: 10.1016/S0140-6736(17)30565-2
– volume: 9
  start-page: 2309
  issue: 7
  year: 2020
  ident: 10.1016/j.lungcan.2021.06.019_b0130
  article-title: First-line pembrolizumab for non-small cell lung cancer patients with PD-L1 ≥50% in a multicenter real-life cohort: the PEMBREIZH study
  publication-title: Cancer Med.
  doi: 10.1002/cam4.2806
– volume: 173
  start-page: 676
  issue: 6
  year: 2011
  ident: 10.1016/j.lungcan.2021.06.019_b0200
  article-title: Updating and validating the Charlson comorbidity index and score for risk adjustment in hospital discharge abstracts using data from 6 countries
  publication-title: Am. J. Epidemiol.
  doi: 10.1093/aje/kwq433
– volume: 25
  start-page: 384
  year: 2018
  ident: 10.1016/j.lungcan.2021.06.019_b0140
  article-title: Real-world benefit of nivolumab in a Canadian non-small-cell lung cancer cohort
  publication-title: Curr. Oncol. Tor. Ont.
  doi: 10.3747/co.25.4287
– ident: 10.1016/j.lungcan.2021.06.019_b0005
– volume: 111
  start-page: 3739
  issue: 10
  year: 2020
  ident: 10.1016/j.lungcan.2021.06.019_b0190
  article-title: Utility of immune checkpoint inhibitors in non-small-cell lung cancer patients with poor performance status
  publication-title: Can. Sci.
  doi: 10.1111/cas.14590
– volume: 180
  start-page: 160
  year: 2014
  ident: 10.1016/j.lungcan.2021.06.019_b0280
  article-title: Marginal structural cox models for estimating the association between β-interferon exposure and disease progression in a multiple sclerosis cohort
  publication-title: Am. J. Epidemiol.
  doi: 10.1093/aje/kwu125
– volume: 123
  start-page: 72
  year: 2019
  ident: 10.1016/j.lungcan.2021.06.019_b0165
  article-title: Real-life results from the overall population and key subgroups within the Italian cohort of nivolumab expanded access program in non-squamous non–small cell lung cancer
  publication-title: Eur. J. Can.
  doi: 10.1016/j.ejca.2019.09.011
– volume: 26
  start-page: 10
  issue: 1
  year: 2020
  ident: 10.1016/j.lungcan.2021.06.019_b0170
  article-title: Real-world data from the portuguese nivolumab expanded access program (EAP) in previously treated non small cell lung cancer (NSCLC)
  publication-title: Pulmonology
  doi: 10.1016/j.pulmoe.2019.06.001
– volume: 375
  start-page: 1767
  issue: 18
  year: 2016
  ident: 10.1016/j.lungcan.2021.06.019_b0055
  article-title: Molecular and biochemical aspects of the PD-1 checkpoint pathway
  publication-title: N. Engl. J. Med.
  doi: 10.1056/NEJMra1514296
– ident: 10.1016/j.lungcan.2021.06.019_b0015
– volume: 15
  start-page: 3491
  issue: 30
  year: 2019
  ident: 10.1016/j.lungcan.2021.06.019_b0285
  article-title: Treatment patterns and overall survival in metastatic non-small-cell lung cancer in a real-world, US setting
  publication-title: Future Oncol.
  doi: 10.2217/fon-2019-0348
– volume: 72
  start-page: 511
  issue: 2
  year: 1995
  ident: 10.1016/j.lungcan.2021.06.019_b0245
  article-title: Review of survival analyses published in cancer journals
  publication-title: Br. J. Can.
  doi: 10.1038/bjc.1995.364
– start-page: 5139
  year: 2020
  ident: 10.1016/j.lungcan.2021.06.019_b0080
  article-title: Anti-PD-1 and anti-PD-L1 antibodies as immunotherapy against cancer: a structural perspective
  publication-title: Rev. Invest. Clin.
– ident: 10.1016/j.lungcan.2021.06.019_b0270
– volume: 84
  start-page: 335
  year: 2017
  ident: 10.1016/j.lungcan.2021.06.019_b0030
  article-title: Quality analysis of population-based information on cancer stage at diagnosis across Europe, with presentation of stage-specific cancer survival estimates: a EUROCARE-5 study
  publication-title: Eur. J. Can.
  doi: 10.1016/j.ejca.2017.07.015
– ident: 10.1016/j.lungcan.2021.06.019_b0100
– ident: 10.1016/j.lungcan.2021.06.019_b0175
– volume: 171
  start-page: 691
  issue: 6
  year: 2010
  ident: 10.1016/j.lungcan.2021.06.019_b0275
  article-title: Time scale and adjusted survival curves for marginal structural cox models
  publication-title: Am. J. Epidemiol.
  doi: 10.1093/aje/kwp418
– volume: 377
  start-page: 1919
  issue: 20
  year: 2017
  ident: 10.1016/j.lungcan.2021.06.019_b0120
  article-title: Durvalumab after chemoradiotherapy in stage III non-small-cell lung cancer
  publication-title: N. Engl. J. Med.
  doi: 10.1056/NEJMoa1709937
– ident: 10.1016/j.lungcan.2021.06.019_b0180
– volume: 168
  start-page: 656
  year: 2008
  ident: 10.1016/j.lungcan.2021.06.019_b0255
  article-title: Constructing inverse probability weights for marginal structural models
  publication-title: Am. J. Epidemiol.
  doi: 10.1093/aje/kwn164
– volume: 11
  start-page: 353
  issue: 2
  year: 2020
  ident: 10.1016/j.lungcan.2021.06.019_b0135
  article-title: CLICaP, Immunotherapy at any line of treatment improves survival in patients with advanced metastatic non-small cell lung cancer (NSCLC) compared with chemotherapy (Quijote-CLICaP)
  publication-title: Thorac. Cancer.
  doi: 10.1111/1759-7714.13272
– ident: 10.1016/j.lungcan.2021.06.019_b0260
– volume: 5
  start-page: 2892
  year: 2015
  ident: 10.1016/j.lungcan.2021.06.019_b0090
  article-title: EGFR mutation incidence in non-small-cell lung cancer of adenocarcinoma histology: a systematic review and global map by ethnicity (mutMapII)
  publication-title: Am. J. Cancer Res.
– volume: 117
  start-page: 1038
  issue: 5
  year: 2011
  ident: 10.1016/j.lungcan.2021.06.019_b0205
  article-title: Using claims-based measures to predict performance status score in patients with lung cancer
  publication-title: Cancer.
  doi: 10.1002/cncr.25677
– ident: 10.1016/j.lungcan.2021.06.019_b0155
  doi: 10.3390/cancers11111784
– volume: 388
  start-page: 1012
  issue: 10048
  year: 2016
  ident: 10.1016/j.lungcan.2021.06.019_b0095
  article-title: New and emerging targeted treatments in advanced non-small-cell lung cancer
  publication-title: Lancet Lond. Engl.
  doi: 10.1016/S0140-6736(16)31473-8
– volume: 12
  start-page: 735
  issue: 8
  year: 2011
  ident: 10.1016/j.lungcan.2021.06.019_b0040
  article-title: Erlotinib versus chemotherapy as first-line treatment for patients with advanced EGFR mutation-positive non-small-cell lung cancer (OPTIMAL, CTONG-0802): a multicentre, open-label, randomised, phase 3 study
  publication-title: Lancet Oncol.
  doi: 10.1016/S1470-2045(11)70184-X
– volume: 11
  start-page: 550
  issue: 5
  year: 2000
  ident: 10.1016/j.lungcan.2021.06.019_b0235
  article-title: Marginal structural models and causal inference in epidemiology
  publication-title: Epidemiology.
  doi: 10.1097/00001648-200009000-00011
– volume: 60
  start-page: 578
  issue: 7
  year: 2006
  ident: 10.1016/j.lungcan.2021.06.019_b0240
  article-title: Estimating causal effects from epidemiological data
  publication-title: J. Epidemiol. Community Health.
  doi: 10.1136/jech.2004.029496
– volume: 41
  start-page: 245
  year: 2003
  ident: 10.1016/j.lungcan.2021.06.019_b0010
  article-title: The changing epidemiology of lung cancer in Europe
  publication-title: Lung Can. Amst. Neth.
  doi: 10.1016/S0169-5002(03)00230-7
– ident: 10.1016/j.lungcan.2021.06.019_b0195
– volume: 304
  year: 2020
  ident: 10.1016/j.lungcan.2021.06.019_b0085
  article-title: Immuno-oncology agents for cancer therapy
  publication-title: Pharm. J.
– volume: 126
  start-page: 4867
  issue: 22
  year: 2020
  ident: 10.1016/j.lungcan.2021.06.019_b0110
  article-title: Pembrolizumab plus chemotherapy versus chemotherapy alone in patients with advanced non-small cell lung cancer without tumor PD-L1 expression: a pooled analysis of 3 randomized controlled trials
  publication-title: Cancer.
  doi: 10.1002/cncr.33142
– volume: 80
  start-page: 557
  year: 1993
  ident: 10.1016/j.lungcan.2021.06.019_b0250
  article-title: Checking the cox model with cumulative sums of martingale-based residuals
  publication-title: Biometrika.
  doi: 10.1093/biomet/80.3.557
– volume: 375
  start-page: 1823
  issue: 19
  year: 2016
  ident: 10.1016/j.lungcan.2021.06.019_b0105
  article-title: Pembrolizumab versus chemotherapy for PD-L1–positive non–small-cell lung cancer
  publication-title: N. Engl. J. Med.
  doi: 10.1056/NEJMoa1606774
– ident: 10.1016/j.lungcan.2021.06.019_b0020
– volume: 10
  start-page: 37
  issue: 1
  year: 1999
  ident: 10.1016/j.lungcan.2021.06.019_b0225
  article-title: Causal diagrams for epidemiologic research
  publication-title: Epidemiol. Camb. Mass.
  doi: 10.1097/00001648-199901000-00008
– ident: 10.1016/j.lungcan.2021.06.019_b0290
– volume: 11
  start-page: 121
  issue: 2
  year: 2010
  ident: 10.1016/j.lungcan.2021.06.019_b0035
  article-title: West Japan Oncology Group, Gefitinib versus cisplatin plus docetaxel in patients with non-small-cell lung cancer harbouring mutations of the epidermal growth factor receptor (WJTOG3405): an open label, randomised phase 3 trial
  publication-title: Lancet Oncol.
  doi: 10.1016/S1470-2045(09)70364-X
– volume: 146
  start-page: 2699
  issue: 10
  year: 2020
  ident: 10.1016/j.lungcan.2021.06.019_b0125
  article-title: Role of pleural and peritoneal metastasis in immune checkpoint inhibitors efficacy patients with non-small cell lung cancer: real-world data from a large cohort in France
  publication-title: J. Can. Res. Clin. Oncol.
  doi: 10.1007/s00432-020-03262-2
– volume: 125
  start-page: 4019
  issue: 22
  year: 2019
  ident: 10.1016/j.lungcan.2021.06.019_b0145
  article-title: Real-world progression, treatment, and survival outcomes during rapid adoption of immunotherapy for advanced non–small cell lung cancer
  publication-title: Cancer
  doi: 10.1002/cncr.32383
SSID ssj0017109
Score 2.374696
Snippet •Immunotherapy has emerged as effective treatment in advanced lung cancer.•Most evidences come from clinical trials.•Its effectiveness was studied in un...
To estimate the average treatment effect of immune checkpoint inhibitors in any line of treatment in a 2016-2018 population-based cohort of patients with...
SourceID proquest
crossref
elsevier
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 145
SubjectTerms Adjuvant
Carcinoma
Chemotherapy
Cohort studies
Immune checkpoint inhibitors
Non-small-cell lung
Title Immune checkpoint inhibitors at any treatment line in advanced NSCLC: Real-world overall survival in a large Italian cohort
URI https://www.clinicalkey.com/#!/content/1-s2.0-S0169500221004633
https://dx.doi.org/10.1016/j.lungcan.2021.06.019
https://www.proquest.com/docview/2557544520
Volume 159
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1ZS8QwEA6iIL6IJ55LBF-7u2nSyzcpLrsei3iAbyFNUqyW7qLdJ8Hf7kyPFUVQfCotmdImM5OZ5Ms3hBxHSRpwTHKMp7kjNAOb85Vx_ACC_VBbCBFwHfJq7A_vxfmD97BA4vYsDMIqG99f-_TKWzdPek1v9qZZ1rtFHhEP5yAkPfM5Mn4KEaCud9_nMA-GWMOa3ztysPXnKZ7eUzcHg4I_gDTRZRWNJxLu_Dw_ffPU1fQzWCOrTdxIT-tPWycLttggy1fNzvgmeRvhQQ9LYQz083SSFSXNiscsybCaDlUlBaOnc1Q5xeASGtAWAkDHt_FlfEJvIG50KhZVithOlef0dQbeBPSxak5zRI7TUVktj1Asr_tSbpH7wdldPHSawgqOFoKXjlD9QPEk1GkkbKgjE_jaS7lWKmHGNdz6qe0HbmIgmbBpCCGGNonRWqciCYVx-TZZLCaF3SHU9aMUfHc_SD0uFBKTgr9UKmSKuZoxtUtE251SN6zjWPwily287Ek2oyBxFCTC7Fi0S7pzsWlNu_GbgN-OlWzPlIIXlDAx_CYYzgW_KN5fRI9apZBglLjTogo7mb1KyNOQWNBz-3v_f_0-WcG7GtB2QBbLl5k9hAioTDqVinfI0ml8c3mN19HFcPwBXlYKKw
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1JS8QwFA4uoF7EFXcjeO3MpEk3bzIoMzozBxfwFtIkxWrpDNo5Cf523-syogiK1zavtM3LW5LvfY-Q0yhOAo5JjvE0d4RmsOZ8ZRw_gGA_1BZCBNyHHI783r24evAe5ki3qYVBWGVt-yubXlrr-kq7_pvtSZq2b5FHxEMfhKRnPufzZFFgmwNQ6tb7DOfBEGxYEXxHDg7_LONpP7UyWFHwCZAnuqzk8UTGnZ8d1DdTXfqfyzWyWgeO9Lx6t3UyZ_MNsjSsj8Y3yVsfKz0shUnQz5Nxmhc0zR_TOMV2OlQVFFY9ncHKKUaXMIA2GAA6uu0Oumf0BgJHp6RRpQjuVFlGX6dgTkAhy-E0Q-g47Rfl_gjF_rovxRa5v7y46_acurOCo4XghSNUJ1A8DnUSCRvqyAS-9hKulYqZcQ23fmI7gRsbyCZsEkKMoU1stNaJiENhXL5NFvJxbncIdf0oAePdCRKPC4XMpGAwlQqZYq5mTO0S0fxOqWvacex-kckGX_Yk61mQOAsScXYs2iWtmdik4t34TcBv5ko2RaVgBiV4ht8Ew5ngF837i-hJoxQSViUetajcjqevEhI1ZBb03M7e_x9_TJZ7d8OBHPRH1_tkBe9U6LYDslC8TO0hhENFfFSq-wf0kAof
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Immune+checkpoint+inhibitors+at+any+treatment+line+in+advanced+NSCLC%3A+Real-world+overall+survival+in+a+large+Italian+cohort&rft.jtitle=Lung+cancer+%28Amsterdam%2C+Netherlands%29&rft.au=Andreano%2C+Anita&rft.au=Bergamaschi%2C+Walter&rft.au=Russo%2C+Antonio+Giampiero&rft.date=2021-09-01&rft.issn=1872-8332&rft.eissn=1872-8332&rft.volume=159&rft.spage=145&rft_id=info:doi/10.1016%2Fj.lungcan.2021.06.019&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0169-5002&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0169-5002&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0169-5002&client=summon