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Background: The prospective multicentre observational INVIDIa-2 study investigated the clinical effectiveness of influenza vaccination in patients with advanced cancer receiving immune checkpoint inhibitors (ICI). In this secondary analysis of the original trial, we aimed to assess the outcomes of patients to immunotherapy based on vaccine administration., Methods: The original study enrolled patients with advanced solid tumours receiving ICI at 82 Italian Oncology Units from Oct 1, 2019, to Jan 31, 2020. The trial's primary endpoint was the time-adjusted incidence of influenza-like illness (ILI) until April 30, 2020, the results of which were reported previously. Secondary endpoints (data cut-off Jan 31, 2022) included the outcomes of patients to immunotherapy based on vaccine administration, for which the final results are reported herein. A propensity score matching by age, sex, performance status, primary tumour site, comorbidities, and smoking habits was planned for the present analysis. Only patients with available data for these variables were included. The outcomes of interest were overall survival (OS), progression-free survival (PFS), objective response rate (ORR), and disease-control rate (DCR)., Findings: The original study population consisted of 1188 evaluable patients. After a propensity score matching, 1004 patients were considered (502 vaccinated and 502 unvaccinated), and 986 of them were evaluable for overall survival (OS). At the median follow-up of 20 months, the influenza vaccination demonstrated a favourable impact on the outcome receiving ICI in terms of median OS [27.0 months (CI 19.5-34.6) in vaccinated vs. 20.9 months (16.6-25.2) in unvaccinated, p = 0.003], median progression-free survival [12.5 months (CI 10.4-14.6) vs. 9.6 months (CI 7.9-11.4), p = 0.049], and disease-control rate (74.7% vs. 66.5%, p = 0.005). The multivariable analyses confirmed the favourable impact of influenza vaccination in terms of OS (HR 0.75, 95% C.I. 0.62-0.92; p = 0.005) and DCR (OR 1.47, 95% C.I. 1.11-1.96; p = 0.007)., Interpretation: The INVIDIa-2 study results suggest a favourable immunological impact of influenza vaccination on the outcome of cancer patients receiving ICI immunotherapy, further encouraging the vaccine recommendation in this population and supporting translational investigations about the possible synergy between antiviral and antitumour immunity., Funding: The Federation of Italian Cooperative Oncology Groups (FICOG), Roche S.p.A., and Seqirus., Competing Interests: The Federation of Italian Cooperative Oncology Groups (FICOG) received funding for the present study from Roche S.p.A. and Seqirus, and outside the present research from Astra Zeneca, Bristol-Myers Squibb (BMS), and Sanofi. MB received funding for the present study from Roche S.p.A. and Seqirus (through FICOG as Institution, no personal fees). She also received, outside the current work: research funding from Pfizer and Novartis (through Institutions); honoraria as a speaker at scientific events (personal fees) by BMS, MSD, IPSEN, Novartis, Astra Zeneca, Pierre Fabre, and Pfizer; as a consultant for advisory role (personal fees) by IPSEN, Novartis, Sanofi, Pierre-Fabre, and Merck; personal fees for copyright transfer by Sciclone Pharmaceuticals, Pierre-Fabre, MSD, IPSEN, Pfizer, and Sanofi. AC received speakers fees/grant consultancies from Astrazeneca, BMS, MSD, EISAI, IQVIA, and OncoC4. UDG has served as a consultant for Astellas, Bayer, BMS, Ipsen, Janssen, Novartis, Pfizer, Sanofi, and Pharmamar; he received research funding from AstraZeneca, Roche, and Sanofi; and received travel funds from BMS, Ipsen, Janssen, Pfizer, and Roche during the conduct of the study. MDM reports personal fees from Bristol Myers Squibb, personal fees from Merck Sharp & Dohme, personal fees from AstraZeneca, personal fees from Janssen, personal fees from Astellas, personal fees from Pfizer, personal fees from Eisai, personal fees from Takeda, grants from Tesaro GSK, outside the submitted work. SB received honoraria as a speaker at scientific events and in advisory role by BMS, Pfizer; MSD, Ipsen, Roche S.p.A., Eli-Lilly, AstraZeneca, and Novartis; he also received research funding from Novartis. VS participated, with personal fees, to advisory boards and speaker's bureaus for Roche S.p.A. SC declared his role in an international board for Eli Lilly international. AR declares Advisory Board activity for Bristol, Pfizer, Bayer, and Kyowa Kirin, and speaker honorarium from Roche Diagnostics. PAZ reports outside the submitted work personal fees for advisory role, speaker engagements and travel and accommodation expenses from Merck Sharp & Dohme (MSD), Astellas, Janssen, Sanofi, Ipsen, Pfizer, Novartis, Bristol Meyer Squibb, Amgen, AstraZeneca, Roche, and Bayer. MS received honoraria for advisory role from Janssen, and travel and accommodation expenses from Janssen, IPSEN, BMS, Astellas, and Pfizer. ER had a role as consultant for MSD, Novartis, Pierre Fabre, Immunocore and Pfizer. FG received personal fees from Eli Lilly, Roche, Boehringer Ingelheim, AstraZeneca, MSD, BMS, Pierre Fabre, Novartis, Merck, Takeda, Bayer, Novartis, and AMGEN for consulting activity; from Eli Lilly, Roche, Boehringer Ingelheim, AstraZeneca, BMS, AMGEN, MSD, Celgene, and Pierre Fabre for speakers bureaus. GG declares speaker and advisory fees from MSD; Travels and Accommodations from AstraZeneca. DaS declares honoraria for advisory board from Astellas, Janssen, Bayer, Novartis, Astra-Zeneca, MSD, BMS, Roche. FM received personal fees for advisory role by Roche, MSD, Takeda, Novartis, Sanofi. RRS received travel grants from AIOM and CIPOMO, and declares memberships in AIOM, CIPOMO, ESMO, ASCO and Rotary Club. SP received honoraria as a speaker from Roche, Astra Zeneca, MSD, and GSK. DG received honoraria as a speaker from Amgen. MR received honoraria as speaker/consultant by MSD, Astra Zeneca, Bristol-MyersSquibb (BMS), Novartis, and Pfizer. All the cited competing interests were outside the current work and not related to the content of our manuscript if not differently specified. All remaining authors have declared no conflicts of interest., (© 2023 The Authors.)