Background: Despite immunotherapy advancements for patients with advanced or metastatic non-small-cell lung cancer (NSCLC), pivotal first-line trials were limited to patients with an Eastern Cooperative Oncology Group performance status (ECOG PS) 0-1 and a median age of 65 years or younger. We aimed to compare the efficacy and safety of first-line atezolizumab monotherapy with single-agent chemotherapy in patients ineligible for platinum-based chemotherapy., Methods: This trial was a phase 3, open-label, randomised controlled study conducted at 91 sites in 23 countries across Asia, Europe, North America, and South America. Eligible patients had stage IIIB or IV NSCLC in whom platinum-doublet chemotherapy was deemed unsuitable by the investigator due to an ECOG PS 2 or 3, or alternatively, being 70 years or older with an ECOG PS 0-1 with substantial comorbidities or contraindications for platinum-doublet chemotherapy. Patients were randomised 2:1 by permuted-block randomisation (block size of six) to receive 1200 mg of atezolizumab given intravenously every 3 weeks or single-agent chemotherapy (vinorelbine [oral or intravenous] or gemcitabine [intravenous]; dosing per local label) at 3-weekly or 4-weekly cycles. The primary endpoint was overall survival assessed in the intention-to-treat population. Safety analyses were conducted in the safety-evaluable population, which included all randomised patients who received any amount of atezolizumab or chemotherapy. This trial is registered with ClinicalTrials.gov, NCT03191786., Findings: Between Sept 11, 2017, and Sept 23, 2019, 453 patients were enrolled and randomised to receive atezolizumab (n=302) or chemotherapy (n=151). Atezolizumab improved overall survival compared with chemotherapy (median overall survival 10·3 months [95% CI 9·4-11·9] vs 9·2 months [5·9-11·2]; stratified hazard ratio 0·78 [0·63-0·97], p=0·028), with a 2-year survival rate of 24% (95% CI 19·3-29·4) with atezolizumab compared with 12% (6·7-18·0) with chemotherapy. Compared with chemotherapy, atezolizumab was associated with stabilisation or improvement of patient-reported health-related quality-of-life functioning scales and symptoms and fewer grade 3-4 treatment-related adverse events (49 [16%] of 300 vs 49 [33%] of 147) and treatment-related deaths (three [1%] vs four [3%])., Interpretation: First-line treatment with atezolizumab monotherapy was associated with improved overall survival, a doubling of the 2-year survival rate, maintenance of quality of life, and a favourable safety profile compared with single-agent chemotherapy. These data support atezolizumab monotherapy as a potential first-line treatment option for patients with advanced NSCLC who are ineligible for platinum-based chemotherapy., Funding: F Hoffmann-La Roche and Genentech Inc, a member of the Roche group., Competing Interests: Declaration of interests SML declares support from Roche for attending meetings and travelling to present the first-line atezolizumab versus single-agent chemotherapy in patients with non-small-cell lung cancer ineligible for treatment with a platinum-containing regimen (IPSOS) trial at the European Society of Medical Oncology 2022 meeting, and membership for the UK commission on Human Medicines and the Oncology and Haematology Expert Advisory Group. CS declares provision of study material from Roche; clinical trial support, consulting fees, and payment or honoraria for lectures, presentations, speakers bureaus, manuscript writing, or educational events, from AstraZeneca, Boehringer Ingelheim, MSD, Novartis, Pfizer, Roche, and Takeda; and support for attending meetings or travel from AstraZeneca, Boehringer Ingelheim, Roche, and Takeda. KP declares institutional funding from Alkem Laboratories and Roche. DK declares membership on an advisory board for Bristol Myers Squibb, MSD, Amgen, Roche, Pfizer, AstraZeneca, Boehringer Ingelheim, Novartis, Takeda, Sanofi-Aventis, and Janssen. AR declares consulting fees from AbbVie, AstraZeneca, Bristol Myers Squibb, Boehringer Ingelheim, Eli Lilly, MSD, Novartis, Pfizer, and Roche and support for attending meetings or travel from Bristol Myers Squibb, GlaxoSmithKline, and Roche. TT declares payment for advisory board activity relating to atezolizumab in early-stage NSCLC. DV declares consulting fees from Lilly, Roche, AstraZeneca, Pfizer, Novartis, MSD, Bristol Myers Squibb, Takeda, and Gilead; payment or honoraria for lectures, presentations, speakers bureaus, manuscript writing, or educational events from AstraZeneca, Roche, MSD, Bristol Myers Squibb, Pfizer, Gilead, Takeda, and Bayer; and support for attending meetings or travel from AstraZeneca and Pfizer. RC declares receiving a grant to run the study; consulting fees from AstraZeneca, Boehringer Ingelheim, Lilly Oncology, Roche, Pfizer, MSD, Bristol Myers Squibb, Takeda, Bayer, Sanofi, Novartis, and Janssen; honoraria from AstraZeneca, Boehringer Ingelheim, Lilly Oncology, Roche, Pfizer, MSD, Bristol Myers Squibb, Takeda, Bayer, Sanofi, Novartis, and Janssen; support for attending meetings or travel from MSD, Takeda, Roche, and Janssen; participation on advisory boards for AstraZeneca, Boehringer Ingelheim, Lilly Oncology, Roche, Pfizer, MSD, Bristol Myers Squibb, Takeda, Bayer, Sanofi, Novartis, and Janssen; and owning stock or stock options for Leaders in Oncology at The Christie Private Care. DC declares payment for speakers bureaus or scientific advisory from MSD, Bristol Myers Squibb, Roche, AstraZeneca, Boehringer Ingelheim, Novartis, Amgen, and Sanofi Genzyme. GL declares institutional grants or contracts from the US National Cancer Institute, the Canadian Institutes of Health Research, Canadian Cancer Society Research Institute (Canada), AstraZeneca, Takeda, Boehringer Ingelheim, and Amgen; payment or honoraria for lectures, presentations, speakers bureaus, manuscript writing, or educational events from AstraZeneca, Pfizer, EMD Serono, Takeda, Jazz, and Novartis; and participation on a data safety monitoring board or advisory board for AstraZeneca, Pfizer, EMD Serono, Merck, AbbVie, Jazz, Takeda, Roche, Bristol Myers Squibb, Novartis, and Lilly. MR declares consulting fees, payment or honoraria for lectures, presentations, speakers bureaus, manuscript writing, or educational events, and support for attending meetings or travel from Amgen, AstraZeneca, BeiGene, Bristol Myers Squibb, Boehringer Ingelheim, Daiichi-Sankyo, GlaxoSmithKline, Mirati, Merck, MSD, Novartis, Pfizer, Sanofi, and Roche; and participation on a data safety monitoring board or advisory board for Sanofi and Daiichi-Sankyo. RP declares consulting fees from AstraZeneca; payment or honoraria for lectures, presentations, speakers bureaus, manuscript writing, or educational events from Guardant Health and Pfizer; support for attending meetings or travel from MSD; and participation on a data safety monitoring board or advisory board for AstraZeneca. MPM declares honoraria for lectures from Roche and MSD. YH and SM are employed by Roche. EH declares study support from Roche, discounted prices on stocks as a Roche employee, and employment by Roche. MC declares stocks as part of employment at Genentech and employment at Genentech. HKV is employed by Roche and declares holding stock for Roche. SP declares consultation or an advisory role for AbbVie, AiCME, Amgen, Arcus, AstraZeneca, Bayer, BeiGene, Biocartis, BioInvent, Blueprint Medicines, Boehringer Ingelheim, Bristol Myers Squibb, Clovis, Daiichi-Sankyo, Debiopharm, ecancer, Eli Lilly, Elsevier, F-Star, Fishawack, Foundation Medicine, Genzyme, Gilead, GlaxoSmithKline, Illumina, Imedex, IQVIA, Incyte, Ipsen, iTeos, Janssen, Medscape, Medtoday, Merck Sharp & Dohme, Merck Serono, Merrimack, Novartis, Novocure, OncologyEducation, PharmaMar, Phosplatin Therapeutics, Physicians' Education Resource, Peerview, Pfizer, PRIME, Regeneron, RMEI, Roche and Genentech, Research to Practice, Sanofi, Seattle Genetics, Takeda, and Vaccibody; speaking in a company's organised public event for AiCME, AstraZeneca, Boehringer Ingelheim, Bristol Myers Squibb, ecancer, Eli Lilly, Foundation Medicine, GlaxoSmithKline, Illumina, Imedex, Ipsen, Medscape, Merck Sharp & Dohme, Mirati, Novartis, PER, Peerview, Pfizer, Prime, Roche and Genentech, RTP, Sanofi, and Takeda; and receipt of grants and research support (institutional financial support for clinical trials) as a principal investigator in trials sponsored by Amgen, AstraZeneca, BeiGene, Bristol Myers Squibb, GlaxoSmithKline, Merck Sharp & Dohme, and Roche and Genentech. SML is partially supported by the University College London Hospitals and University College London Biochemical Research Centre. All other authors declare no competing interests., (Copyright © 2023 Elsevier Ltd. All rights reserved.)