Evidence map›Paper›PMID 42380388›Full record

ArticleJournal of cancer education : the official journal of the American Association for Cancer Education2026

"Going Flat" After Mastectomy: A Social Media Analysis of Patient Perspectives and Educational Needs.

Gabrielle Knauer, Tamara Lalovic, Catherine Simon, Richard J Bleicher, Adam Walchak, Sameer A Patel, Austin D Williams

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Article in Journal of cancer education : the official journal of the American Association for Cancer Education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Gabrielle KnauerLewis Katz School of Medicine at Temple University, 3500 N. Broad Street, Philadelphia, PA, 19140, USA. gabrielle.knauer@temple.edu.
Tamara LalovicDepartment of Obstetrics and Gynecology, Reading Hospital, 420 South Fifth Avenue, West Reading, PA, 19611, USA.
Catherine SimonLewis Katz School of Medicine at Temple University, 3500 N. Broad Street, Philadelphia, PA, 19140, USA.
Richard J BleicherDepartment of Surgical Oncology, Fox Chase Cancer Center, 333 Cottman Avenue, Philadelphia, PA, 19111, USA.
Adam WalchakDepartment of Plastic & Reconstructive Surgery, Fox Chase Cancer Center, 333 Cottman Avenue, Philadelphia, PA, 19111, USA.
Sameer A PatelDepartment of Plastic & Reconstructive Surgery, Fox Chase Cancer Center, 333 Cottman Avenue, Philadelphia, PA, 19111, USA.
Austin D WilliamsDepartment of Surgical Oncology, Fox Chase Cancer Center, 333 Cottman Avenue, Philadelphia, PA, 19111, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aesthetic flat closure (AFC) is a surgical option following mastectomy that aims to create a smooth chest wall. Although formally recognized by the National Cancer Institute in 2020, patients continue to report challenges in accessing AFC. Social media platforms may serve as an important source of support and education for patients considering this option. We characterized patient perspectives and experiences related to AFC through analysis of discussions on Reddit and TikTok. Using the search term "flat," posts from the r/breastcancer forum were reviewed within Reddit's 1,000 post-and-comment visibility limit. AI-assisted thematic analysis was used to identify recurring discussion themes. TikTok was searched using the terms "going flat," "going flat mastectomy," and "aesthetic flat closure." A total of 370 Reddit posts and 74 TikTok posts met inclusion criteria for relevance to AFC. Posts were most often neutral in tone; however negative sentiment was nearly three times more common on Reddit than TikTok (28.9% vs. 11%). On Reddit, the most common area of discussion was comparison of AFC with other post-mastectomy reconstructive options. "Flat denial," defined as neglecting to perform a true AFC either intentionally or inadvertently, appeared more frequently on Reddit (8.4% vs. 4.0%). AI analysis identified recurring themes including flat denial, inadequate counseling, and misinformation regarding AFC. While discussions surrounding AFC were often neutral or positive, concerns regarding inadequate information, patient counseling, and flat denial persist. These findings highlight the need for greater surgeon familiarity with AFC and more comprehensive patient education on post-mastectomy options.

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Registered trials

None linked

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.