Evidence map›Paper›PMID 41875246›Full record

ArticleJMIR cancer2026

Exploring the Experiences and Perspectives of Patients With Early Breast Cancer, Caregivers, and Health Care Professionals: Italian Social Media Listening Study.

Matteo Basilio Suter, Rosanna D'Antona, Manuelita Mazza, Enrica Francavilla, Alice Messi, Abhinav Maurya, Shiva Padhi, Diletta Valsecchi

Abstract read
In one paragraph

Article in JMIR cancer, 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

8 authors.

Matteo Basilio Suter *Novartis Farma S.p.A., Viale Luigi Sturzo, 43 - 20154, Milan, Italy, 39 3442549217.ORCID 0000-0002-9139-7538
Rosanna D'Antona *Europa Donna Italia, Milan, Italy.ORCID 0009-0008-7013-6612
Manuelita Mazza *Cancer Institute Fatima bint Mubarak Center - Cleveland Clinic Abu Dhabi, Abu Dhabi, United Arab Emirates.ORCID 0000-0003-3095-0448
Enrica Francavilla *Novartis Farma S.p.A., Viale Luigi Sturzo, 43 - 20154, Milan, Italy, 39 3442549217.ORCID 0009-0003-1011-399X
Alice Messi *Novartis Farma S.p.A., Viale Luigi Sturzo, 43 - 20154, Milan, Italy, 39 3442549217.ORCID 0009-0004-1608-3119
Abhinav Maurya *Novartis Healthcare Pvt. Ltd., Hyderabad, India.ORCID 0009-0003-9470-1472
Shiva Padhi *Novartis Healthcare Pvt. Ltd., Hyderabad, India.ORCID 0009-0008-3784-9426
Diletta Valsecchi *Novartis Farma S.p.A., Viale Luigi Sturzo, 43 - 20154, Milan, Italy, 39 3442549217.ORCID 0009-0009-3268-0876

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Published evidence on patient experiences, perceptions, and challenges related to early breast cancer (eBC) in Italy is limited. Understanding these aspects is critical for improving diagnosis, treatment outcomes, and quality of life (QoL). Objective: This study used social media listening (SML) to explore the patient journey, treatment perceptions, QoL, and unmet needs of patients with eBC, caregivers, and health care professionals (HCPs) in Italy. Methods: This retrospective noninterventional SML study analyzed publicly available posts from December 2021 to November 2023 using breast cancer-related keywords in English and Italian through Sprinklr, a web-based aggregator tool. Posts sourced from social media platforms, such as X (formerly known as Twitter), blogs, forums, Facebook, Instagram, and YouTube, were filtered by geographic location to include only users in Italy. Posts were filtered using natural language processing (NLP) for relevance and duplicates, followed by manual review and stakeholder identification (patients, caregivers, and HCPs). Key themes of discussion were identified through thematic analysis of posts across the stages of the patient journey (symptoms, diagnosis, treatment, etc). Ethical guidelines were followed by using anonymized, publicly available data. Descriptive statistics were used to analyze the data, and posts with missing data were excluded. Consequently, denominators varied across analyses and were adjusted based on data availability for specific variables. Results: Of the 20,008 posts initially extracted, 1580 posts were retained following NLP filtering, and 530 posts were included after manual screening. The majority (493/518, 95%) of the posts were sharing information about diagnosis and treatment journeys, emotional challenges, QoL concerns, and symptoms (eg, lumps, breast pain), while 27% (141/518) of the posts sought information on diagnostic dilemmas, treatment options, and second opinions. Patients contributed 60% (318/530) of the posts, and caregivers contributed 21% (111/530) of the posts, with over half (57/107, 53%) discussing their mothers' diagnosis and treatment struggles. HCPs contributed 16% (85/530) of the posts, primarily sharing clinical trial updates, drug approvals, and disease awareness efforts. A total of 88 posts included discussions on QoL, and eBC significantly impacted patients' emotional, physical, functional, and social well-being. Discussions revealed key unmet needs, including limited awareness of adjuvant therapy options, lack of peer support groups, suboptimal patient-HCP communication, and insufficient access to specialty care facilities. Conclusions: This study highlights gaps in eBC management related to patient education, HCP communication, and access to specialty care and describes an associated worsening of QoL for patients as reflected in social media posts. Within the limitations of an observational SML design, increasing patient and caregiver awareness of available adjuvant therapies to improve adherence and reduce recurrence risk, alongside expanding access to regional breast cancer centers, may help optimize patient experiences and outcomes. Further research using complementary data sources is needed to confirm and extend these findings.

Indexed as

Breast NeoplasmsCaregiversHealth PersonnelQuality of LifeSocial MediaAdultFemaleHumansItalyMiddle AgedRetrospective Studiesbreast cancer recurrencediagnosis and treatment challengesearly breast cancer experiencesemotional and physical well-beinghealth care professionalpatient-HCP communicationpatient journey mappingquality of life in cancersocial media analysissocial media listeningunmet needs in cancer care

Identifiers

PMID41875246
PMCPMC13012224

What Socratic holds

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LicenceCC BY
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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 Socratic graph.