Metastatic triple-negative breast cancer (mTNBC) is a poor prognostic disease with limited treatments and uncertain therapeutic algorithms. We performed a systematic review and multiple Bayesian network meta-analyses according to treatment line to establish an optimal therapeutic sequencing strategy for this lethal disease. We included 125 first-line trials (37,812 patients) and 33 s/further-lines trials (11,321 patients). The primary endpoint was progression-free survival (PFS). Secondary endpoints included overall response rates (ORR), overall survival (OS) and safety, for first and further lines, separately. We also estimated separate treatment rankings for the first and subsequent lines according to each endpoint, based on (surface under the cumulative ranking curve) SUCRA values. No first-line treatment was associated with superior PFS and OS than paclitaxel ± bevacizumab. Platinum-based polychemotherapies were generally superior in terms of ORR, at the cost of higher toxicity.. PARP-inhibitors in germline-BRCA1/2-mutant patients, and immunotherapy + chemotherapy in PD-L1-positive mTNBC, performed similar to paclitaxel ± bevacizumab. In PD-L1-positive mTNBC, pembrolizumab + chemotherapy was better than atezolizumab + nab-paclitaxel in terms of OS according to SUCRA values. In second/further-lines, sacituzumab govitecan outperformed all other treatments on all endpoints, followed by PARP-inhibitors in germline-BRCA1/2-mutant tumors. Trastuzumab deruxtecan in HER2-low mTNBC performed similarly and was the best advanced-line treatment in terms of PFS and OS after sacituzumab govitecan, according to SUCRA values. Moreover, comparisons with sacituzumab govitecan, talazoparib and olaparib were not statistically significant. The most effective alternatives or candidates for subsequent lines were represented by nab-paclitaxel (in ORR), capecitabine (in PFS) and eribulin (in PFS and OS)., Competing Interests: Declaration of Competing Interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Dr Giuliano, Arpino and De Placido S have declared honoraria from Roche, Pfizer, Astra-Zeneca, Novartis, Celgene, Eli Lilly, Amgen, and Eisai, outside of the submitted work. Dr Lambertini has declared personal fees (advisory role and/or speaker honoraria) from Roche, Takeda, Sandoz, Eli Lilly, Pfizer, AstraZeneca, Novartis Exact Sciences and Ipsen, outside of the submitted work. Dr Bartsch has declared honoraria from AstraZeneca, Daiichy Sankyo, Eli Lilly, Novartis, Pfizer, Pierre Fabre, Roche, consulting or advisory role for AstraZeneca, Daiichi, Eisai, Eli Lilly, MSD Oncology, Novartis, Pfizer, Pierre Fabre, Puma Biotechnology, Roche, research funding from Daiichi-Sankyo, travel, accommodations, expenses from Roche, Pfizer, outside of the submitted work. Dr Pinato has received lecture fees from ViiV Healthcare and Bayer Healthcare and travel expenses from BMS and Bayer Healthcare; consulting fees for Mina Therapeutics, EISAI, Roche, and Astra Zeneca; research funding (to institution) from MSD and BMS, outside of the submitted work. Dr Harbeck has declared stocks and other ownership interests in the West German Study Group, honoraria from Roche, Novartis, Daiichi-Sankyo, Amgen, Pfizer, Exact Sciences, AstraZeneca, Pierre Fabre, SeaGen; consulting or advisory role for Roche/Genentech, Novartis, Pfizer, Eli Lilly, Sandoz, Daiichi Sankyo, AstraZeneca, Merck Sharp & Dohme, Sandoz, SeaGen, Pierre Fabre and research funding to institution from Roche/Genentech, Eli Lilly, Merck Sharp & Dohme, outside of the submitted work. Dr Lüftner has received honoraria from Amgen, AstraZeneca, Celgene, Eisai, Genomic Health, Eli Lilly, Loreal, MSD, Novartis, Pierre Fabre, Pfizer, Tesaro, Teva, outside of the submitted work. Dr Denys has reported consulting fees (advisory role) paid to her institution by Pfizer, Roche, PharmaMar, AstraZeneca, Eli Lilly, Novartis, Amgen, Tesaro; grants from Research Funding institutional Roche; and other fees (travel, accommodations, expenses) by Pfizer, Roche, PharmaMar, Teva, AstraZeneca, outside of the submitted work. Dr Zaman has reported travel, accommodation and expenses from Roche, Pierre Fabri and MSD Oncology, research funding from Roche/Genentech consulting/advisory role for Roche, Eli Lilly, MSD Oncology, Mylan, Novartis, Daiichy and Pierre Fabre, and other relationships with Pierre Fabre, all outside the submitted work. Dr Gligorov has declared speakers’ bureau honoraria from Roche-Genentech, Novartis, Eisai, Genomic Health, Ipsen, Pfizer, Mylan, Eli Lilly, Sandoz, and Pierre-Fabre; consultant/advisory board member for Roche-Genentech, Novartis, Onxeo, Daichii Sanyo, MSD, Eisai, Genomic Health, Ipsen, Macrogenics, Pfizer, Mylan, Eli Lilly, Immunomedics, Pierre-Fabre; grant support from Roche-Genetech, Eisai, Genomic Health, Pfizer, Mylan; travel, accommodation paid by Roche-Genentech, Novartis, Eisai, Genomic Health, Pfizer, Eli Lilly, Pierre-Fabre; personal fees and non-financial support from Daichii Sanyo, MSD, outside of the submitted work. Dr Awada reports advisory roles, travel grants, and speaker fees from Roche, Eli Lilly, Amgen, ESAI, BMS, Pfizer, Novartis, MSD, Ipsen, and Leopharma. Dr Campone has declared honoraria from Novartis, Eli Lilly, GT1, Consulting or Advisory Role from Novartis, Servier, Menarini, Sanofi, Eli Lilly, Pfizer, AstraZeneca/MedImmune, Abbvie, Pierre Fabre, Accord Healthcare, Sandoz-Novartis, Seattle Genetics, Daiichi Sankyo Europe GmbH, Speakers' Bureau from Novartis, Amgen, Research Funding from Novartis, Travel, Accommodations, Expenses from Novartis, AstraZeneca, Pfizer, Other Relationship from Roche, outside of the submitted work. Dr Wildiers has declared Consulting or Advisory Role from Roche, Eli Lilly, Pfizer, Sirtex Medical, Orion Corporation, Puma Biotechnology, AstraZeneca, Biocartis, Novartis, Daiichi Sankyo, Research Funding from Roche, Novartis, Travel, Accommodations, Expenses from Pfizer, Roche, outside of the submitted work. Dr Gennari has declared consulting/advisory role for Roche, MSD, Eli Lilly, Pierre Fabre, EISAI, and Daichii Sankyo; speakers bureau for Eisai, Novartis, Eli Lilly, Roche, Teva, Gentili, Pfizer, Astra Zeneca, Celgene, and Daichii Sankyo; research funds from EISAI, Eli Lilly, and Roche, outside of the submitted work. Dr Tjan-Heijnen has declared Honoraria and Travel expenses from Novartis, Roche, Eli Lilly, Pfizer and Honoraria from Daichii Sankyo, as well as Research Funding from Roche, Eisai, Pfizer, Novartis, Eli Lilly, AstraZeneca and Daichii Sankyo, outside of the submitted work. Dr Cortes has declared Stock and Other Ownership Interests from MedSIR, Honoraria from Novartis, Eisai, Celgene, Pfizer, Roche, Samsung, Eli Lilly, Merck Sharp & Dohme, Daiichi Sankyo, Consulting or Advisory Role from Celgene, Cellestia Biotech, AstraZeneca, Biothera, Merus, Roche, Seattle Genetics, Daiichi Sankyo, ERYTECH Pharma, Polyphor, Athenex, Eli Lilly, Servier, Merck Sharp & Dohme, GlaxoSmithKline, Leuko, Clovis Oncology, Bioasis, Boehringer Ingelheim, Research Funding from ARIAD, Astrazeneca, Baxalta, Bayer, Eisai, Guardant Health, Merck Sharp & Dohme, Pfizer, Puma Biotechnology, Queen Mary University of London, Roche, Piqur, Travel, Accommodations, Expenses from Roche, Pfizer, Eisai, Novartis, Daiichi Sankyo, outside of the submitted work. Dr Del Mastro acted as a consultant for Roche, Novartis, MSD, Pfizer, Ipsen, AstraZeneca, Genomic Health, Eli Lilly, Seattle Genetics, Eisai, Pierre Fabre, and Daiichi Sankyo, received speaker honoraria from Roche, Novartis, Eli Lilly and MSD, and travel grants from Roche, Pfizer and Celgene, outside the submitted work. Dr Martin has declared Honoraria from Roche/Genentech, Eli Lilly, Pfizer, Novartis, Pierre Fabre, Consulting or Advisory Role from Roche/Genentech, Novartis, Pfizer, Eli Lilly, AstraZeneca, Taiho Pharmaceutical, PharmaMar, Speakers' Bureau from Eli Lilly/ImClone, Roche/Genentech, Pierre Fabre, Research Funding from Novartis, Roche, Puma Biotechnology, outside of the submitted work. Dr Curigliano has reported personal fees from Roche, Pfizer, Novartis, Eli Lilly, Foundation Medicine, BMS, Samsung, Astra Zeneca, Daichii Sankyo Boeringer, GSK, Seagen, non-financial support from Roche, Pfizer, grants from Merck, other from Ellipsis, outside the submitted work. Dr Jerusalem has reported grants, personal fees and non-financial support from Novartis, Roche and Pfizer, personal fees and non-financial support from Eli Lilly, Amgen, BMS and Astra-Zeneca, personal fees from Daiichi Sankyo and Abbvie, non-financial support from Medimmune and MerckKGaA, outside the submitted work. Dr Prat reports grants and personal fees from Pfizer, grants and personal fees from Eli Lilly, personal fees from Nanostring tecnologies, grants and personal fees from Amgen, grants from Roche, personal fees from Oncolytics Biotech, Daiichi Sankyo, PUMA, BMS, consulting/advisory role for NanoString Technologies, Amgen, Roche, Novartis, Pfizer and Bristol-Myers Squibb and patent PCT/EP2016/080056, outside of the submitted work. Dr Prat is also an equity stockholder, founder and consultant of Reveal Genomics and has a patent HER2DX and WO 2018/103834 licensed to Reveal Genomics, all outside of the submitted work. Dr Generali has declared Honoraria from Novartis and Eli Lilly, Research Funding from Novartis and Astra-Zeneca, outside of the submitted work. All other authors declared nothing to disclose., (Copyright © 2022 The Authors. Published by Elsevier Ltd.. All rights reserved.)