Purpose: Metastatic colorectal cancers (mCRCs) assigned to the transit-amplifying (TA) CRCAssigner subtype are more sensitive to anti-epidermal growth factor receptor (EGFR) therapy. We evaluated the association between the intratumoral presence of TA signature (TA-high/TA-low, dubbed as TA-ness classification) and outcomes in CRCs treated with anti-EGFR therapy., Patients and Methods: The TA-ness classes were defined in a discovery cohort (n = 84) and independently validated in a clinical trial (CO.20; cetuximab monotherapy arm; n = 121) and other samples using an established NanoString-based gene expression assay. Progression-free survival (PFS), overall survival (OS), and disease control rate (DCR) according to TA-ness classification were assessed by univariate and multivariate analyses., Results: The TA-ness was measured in 772 samples from 712 patients. Patients (treated with anti-EGFR therapy) with TA-high tumors had significantly longer PFS (discovery hazard ratio [HR], 0.40; 95% CI, 0.25 to 0.64; P < .001; validation HR, 0.65; 95% CI, 0.45 to 0.93; P = .018), longer OS (discovery HR, 0.48; 95% CI, 0.29 to 0.78; P = .003; validation HR, 0.67; 95% CI, 0.46 to 0.98; P = .04), and higher DCR (discovery odds ratio [OR]; 14.8; 95% CI, 4.30 to 59.54; P < .001; validation OR, 4.35; 95% CI, 2.00 to 9.09; P < .001). TA-ness classification and its association with anti-EGFR therapy outcomes were further confirmed using publicly available data (n = 80) from metastatic samples (PFS P < .001) and patient-derived xenografts ( P = .042). In an exploratory analysis of 55 patients with RAS/BRAF wild-type and left-sided tumors, TA-high class was significantly associated with longer PFS and trend toward higher response rate (PFS HR, 0.53; 95% CI, 0.28 to 1.00; P = .049; OR, 5.88; 95% CI, 0.71 to 4.55; P = .09; response rate 33% in TA-high and 7.7% in TA-low)., Conclusion: TA-ness classification is associated with prognosis in patients with mCRC treated with anti-EGFR therapy and may further help understanding the value of sidedness in patients with RAS/BRAF wild-type tumors., Competing Interests: The following represents disclosure information provided by authors of this manuscript. All relationships are considered compensated unless otherwise noted. Relationships are self-held unless noted. I = Immediate Family Member, Inst = My Institution. Relationships may not relate to the subject matter of this manuscript. For more information about ASCO's conflict of interest policy, please refer to www.asco.org/rwc or ascopubs.org/po/author-center. Open Payments is a public database containing information reported by companies about payments made to US-licensed physicians (Open Payments). Elisa FontanaConsulting or Advisory Role: Astellas Pharma (I), Celgene (I), Servier (I), Bristol Myers Squibb (I) Patents, Royalties, Other Intellectual Property: Patent No: 1716712.3 pending (I) Travel, Accommodations, Expenses: Bristol Myers Squibb (I), Servier (I)Gift NyamundandaPatents, Royalties, Other Intellectual Property: Prognostic and treatment response prediction in gastric cancer – Priority Patent CSC/BP7295892, Patient classification and prognostic method – patent application number – PCT/EP2019/053845, Patent application number 2011213.2David CunninghamStock and Other Ownership Interests: OVIBIO Consulting or Advisory Role: OVIBIO Research Funding: AstraZeneca (Inst), Amgen (Inst), Sanofi (Inst), Merrimack (Inst), Celgene (Inst), MedImmune (Inst), Bayer (Inst), 4SC (Inst), Clovis Oncology (Inst), Eli Lilly (Inst), Janssen (Inst), Merck (Inst)Maggie C. U. CheangPatents, Royalties, Other Intellectual Property: M.C.U.C. has a patent for Breast Cancer Classifier: US Patent No. 9,631,239 with royalties paid Other Relationship: NanoString TechnologiesLillian L. SiuLeadership: Treadwell Therapeutics (I) Stock and Other Ownership Interests: Agios (I) Consulting or Advisory Role: Merck, AstraZeneca/MedImmune, MorphoSys, Roche, Loxo, Voronoi, Oncorus, Symphogen, Mirati Therapeutics, GSK, Seattle Genetics, Treadwell Therapeutics, Arvinas, Navire Research Funding: Bristol Myers Squibb (Inst), Genentech (Inst), GlaxoSmithKline (Inst), Merck (Inst), Novartis (Inst), Pfizer (Inst), MedImmune (Inst), AstraZeneca (Inst), Boehringer Ingelheim (Inst), Bayer (Inst), Amgen (Inst), Astellas Pharma (Inst), Shattuck Labs (Inst), Symphogen (Inst), Avid (Inst), Mirati Therapeutics (Inst), Intensity Therapeutics (Inst), Karyopharm Therapeutics (Inst)Francesco SclafaniConsulting or Advisory Role: Bayer Research Funding: Bayer (Inst), AstraZeneca (Inst), Roche (Inst), Bristol Myers Squibb (Inst) Travel, Accommodations, Expenses: Bayer, Eli LillyJonathan M. LoreeConsulting or Advisory Role: Taiho Pharma Canada, Ipsen, Novartis, Bayer, Amgen, Eisai Research Funding: Ipsen (Inst)Paul M. WaringEmployment: AstraZeneca Leadership: Pillar Biosciences, Xing Technologies, ORI Healthcare Stock and Other Ownership Interests: Genentech, Roche (I), Pillar Biosciences, Xing Technologies Consulting or Advisory Role: Pillar Biosciences, Xing Technologies, ORI Healthcare Travel, Accommodations, Expenses: Pillar Biosciences, Xing TechnologiesTimothy J. PriceConsulting or Advisory Role: Amgen, Roche (Inst), Merck Serono (Inst) Research Funding: Amgen (Inst) Travel, Accommodations, Expenses: AmgenChiara CremoliniHonoraria: Roche, Amgen, Bayer, Servier Consulting or Advisory Role: Roche, Bayer, Amgen Speakers' Bureau: Servier Research Funding: Merck Travel, Accommodations, Expenses: Roche, ServierNaureen StarlingHonoraria: Eli Lilly, MSD Oncology, Merck Serono, Pierre Fabre, Servier Consulting or Advisory Role: Servier, Astra Zeneca, Pfizer Research Funding: Astra Zeneca (Inst), Pfizer/EMD Serono (Inst), BMS (Inst) Travel, Accommodations, Expenses: MSD OncologyFilippo PietrantonioConsulting or Advisory Role: Amgen, Merck Serono, Bayer, Eli Lilly, Sanofi, Roche, Servier Research Funding: Bristol Myers SquibbLivio TrusolinoHonoraria: Eli Lilly, AstraZeneca, Merck Research Funding: Symphogen (Inst), Merus (Inst), Pfizer (Inst), Servier (Inst), Menarini (Inst)Anguraj SadanandamConsulting or Advisory Role: Ploughshare Innovations Research Funding: Merck, Pierre Fabre, Bristol Myers Squibb Patents, Royalties, Other Intellectual Property: Patent – “Colorectal cancer classification with differential prognosis and personalized therapeutic responses” (patent number PCT/IB2013/060416), Prognostic and treatment response prediction in gastric cancer – Priority Patent CSC/BP7295892, Patent – Patient classification and prognostic method (GEP-NET) – Priority Patent – EP18425009.0, Patent – “Molecular predictors of therapeutic response to specific anti-cancer agents” (patent number US9506926B2) No other potential conflicts of interest were reported., (© 2020 by American Society of Clinical Oncology.)