Evidence map›Paper›PMID 42836919›Full record

ArticleBreast cancer (Tokyo, Japan)2026

Target trial emulation of first-line ribociclib versus palbociclib in hormone receptor-positive, HER2-negative metastatic breast cancer: a comparative effectiveness study.

Xiaoyi Zhang, Po-Huang Chen, Wei-Cheng Chang, Hong-Jie Jhou, Hsin-Yu Chen, Li-Ting Kao, Tina Yi-Jin Hsieh, Ming-Shen Dai, Na Xiao, Cho-Hao Lee

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Article in Breast cancer (Tokyo, Japan), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Xiaoyi Zhang *Department of Medicine, Jacobi Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
Po-Huang Chen *Division of Hematology and Oncology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University, No. 325, Sec. 2, Cheng-Kung Rd., Neihu District, Taipei, 114, Taiwan.
Wei-Cheng ChangDepartment of Ophthalmology, Universe Eye Center, Taipei, Taiwan.
Hong-Jie JhouNeurological Institute, Changhua Christian Hospital, Changhua, Taiwan.
Hsin-Yu ChenDepartment of Family Medicine, Chi Mei Medical Center, Tainan, Taiwan.
Li-Ting KaoGraduate Institute of Life Sciences, National Defense Medical University, Taipei, Taiwan.
Tina Yi-Jin HsiehDepartment of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, MA, USA.
Ming-Shen DaiDivision of Hematology and Oncology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University, No. 325, Sec. 2, Cheng-Kung Rd., Neihu District, Taipei, 114, Taiwan.
Na XiaoCheeloo College of Medicine, Shandong University, Jinan, Shandong, China.
Cho-Hao LeeDivision of Hematology and Oncology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical University, No. 325, Sec. 2, Cheng-Kung Rd., Neihu District, Taipei, 114, Taiwan. drleechohao@gmail.com.ORCID http://orcid.org/0000-0002-6061-5168

Funding

Tri-Service General Hospital CN115-03
6 · The paper itself

Abstract

backgroundHead-to-head randomized trials of CDK4/6 inhibitors are lacking. We emulated a target trial of first-line ribociclib versus palbociclib in hormone receptor-positive, HER2-negative metastatic breast cancer.

methodsUsing TriNetX (January 2014-March 2025), adults initiating first-line endocrine therapy plus ribociclib or palbociclib underwent 1:1 propensity score matching. The primary outcome was all-cause mortality. The co-primary calendar-restricted survival analysis applied a year-level restriction beginning January 1, 2017, the calendar year of ribociclib market entry.

resultsThe prescription-confirmed cohort comprised 11,685 patients; 4394 were matched (2197 per group; mean age 60.2 years; 97.9% female). In the whole-period co-primary analysis, ribociclib was associated with longer overall survival (hazard ratio [HR] 0.82, 95% CI 0.73-0.92) and a 48-month restricted mean survival difference of 1.7 months (95% CI 0.5-2.8). The all-initiator analysis removing the second-prescription requirement yielded HR 0.86 (95% CI 0.75-0.99) but did not restrict calendar time. The separately matched calendar-restricted co-primary analysis (from 2017; 1924 per arm) yielded HR 0.90 (95% CI 0.82-0.99); residual temporal confounding could favor ribociclib. Exploratory analyses showed lower cause-specific hazards of recorded hematologic events (neutropenia HR 0.69, thrombocytopenia HR 0.52, anemia HR 0.80) and higher hazards of recorded QT prolongation and dermatologic events (HR 1.61 and 1.41); no detectable differences were observed for healthcare utilization or severe infections.

conclusionsBoth co-primary analyses showed an association with longer overall survival for ribociclib, with attenuation in the calendar-restricted analysis (HR 0.90, 95% CI 0.82-0.99). These findings are hypothesis-generating, not evidence of superiority, and require randomized confirmation.

Indexed as

Breast neoplasmsCDK4/6 inhibitorsOverall survivalReal-world evidenceTarget trial emulation

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.