Opportunities for personalised follow-up in breast cancer: the gap between daily practice and recurrence risk

被引:2
作者
Voets, Madelon M. [1 ,2 ]
Hassink, Noa S. [1 ]
Veltman, Jeroen [3 ,4 ]
Slump, Cornelis H. [5 ]
Koffijberg, Hendrik [1 ]
Siesling, Sabine [1 ,2 ]
机构
[1] Univ Twente, Tech Med Ctr, Dept Hlth Technol & Serv Res, POB 217, NL-7500 AE Enschede, Netherlands
[2] Netherlands Comprehens Canc Org, Dept Res & Dev, POB 19079, NL-3501 DB Utrecht, Netherlands
[3] Univ Twente, Tech Med Ctr, Multimodal Med Imaging Grp, POB 217, NL-7500 AE Enschede, Netherlands
[4] Ziekenhuisgroep Twente, Dept Radiol, Zilvermeeuw 1, NL-7604 PP Almelo, Netherlands
[5] Univ Twente, Tech Med Ctr, Dept Robot & Mechatron, POB 217, NL-7500 AE Enschede, Netherlands
关键词
Breast cancer; Follow-up; Real-world data; Risk of recurrence; Process mining; Resource utilisation; CARE; QUALITY; WOMEN; DOCUMENTATION; GUIDELINES; RELAPSE; PATTERN;
D O I
10.1007/s10549-024-07246-5
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
PurposeFollow-up guidelines barely diverge from a one-size-fits-all approach, even though the risk of recurrence differs per patient. However, the personalization of breast cancer care improves outcomes for patients. This study explores the variation in follow-up pathways in the Netherlands using real-world data to determine guideline adherence and the gap between daily practice and risk-based surveillance, to demonstrate the benefits of personalized risk-based surveillance compared with usual care.MethodsPatients with stage I-III invasive breast cancer who received surgical treatment in a general hospital between 2005 and 2020 were selected from the Netherlands Cancer Registry and included all imaging activities during follow-up from hospital-based electronic health records. Process analysis techniques were used to map patients and activities to investigate the real-world utilisation of resources and identify the opportunities for improvement. The INFLUENCE 2.0 nomogram was used for risk prediction of recurrence.ResultsIn the period between 2005 and 2020, 3478 patients were included with a mean follow-up of 4.9 years. In the first 12 months following treatment, patients visited the hospital between 1 and 5 times (mean 1.3, IQR 1-1) and received between 1 and 9 imaging activities (mean 1.7, IQR 1-2). Mammogram was the prevailing imaging modality, accounting for 70% of imaging activities. Patients with a low predicted risk of recurrence visited the hospital more often.ConclusionsDeviations from the guideline were not in line with the risk of recurrence and revealed a large gap, indicating that it is hard for clinicians to accurately estimate this risk and therefore objective risk predictions could bridge this gap.
引用
收藏
页码:313 / 322
页数:10
相关论文
共 38 条
[1]  
[Anonymous], 2011, Diagnosis-related groups in Europe: moving towards transparency, efficiency and quality in hospitals
[2]  
[Anonymous], 2022, Health at a Glance: Europe 2022
[3]   Pattern of relapse after breast conserving therapy, a study of 1519 early breast cancer patients treated in the Central Region of Denmark 2000-2009 [J].
Bodilsen, Anne ;
Offersen, Birgitte V. ;
Christiansen, Peer ;
Overgaard, Jens .
ACTA ONCOLOGICA, 2016, 55 (08) :964-969
[4]   Early breast cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up [J].
Cardoso, F. ;
Kyriakides, S. ;
Ohno, S. ;
Penault-Llorca, F. ;
Poortmans, P. ;
Rubio, I. T. ;
Zackrisson, S. ;
Senkus, E. .
ANNALS OF ONCOLOGY, 2019, 30 (08) :1194-1220
[5]   Monitoring care processes in the gynecologic oncology department [J].
Caron, Filip ;
Vanthienen, Jan ;
Vanhaecht, Kris ;
Van Limbergen, Erik ;
De Weerdt, Jochen ;
Baesens, Bart .
COMPUTERS IN BIOLOGY AND MEDICINE, 2014, 44 :88-96
[6]   Novel Strategies on Personalized Medicine for Breast Cancer Treatment: An Update [J].
Chan, Carmen W. H. ;
Law, Bernard M. H. ;
So, Winnie K. W. ;
Chow, Ka Ming ;
Waye, Mary M. Y. .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2017, 18 (11)
[7]   A mixed-methods study to explore the supportive care needs of breast cancer survivors [J].
Cheng, K. K. F. ;
Cheng, H. L. ;
Wong, W. H. ;
Koh, C. .
PSYCHO-ONCOLOGY, 2018, 27 (01) :265-271
[8]   Assessing and improving EHRs data quality through a socio-technical approach [J].
Darko-Yawson, Samuel ;
Ellingsen, Gunnar .
7TH INTERNATIONAL CONFERENCE ON EMERGING UBIQUITOUS SYSTEMS AND PERVASIVE NETWORKS (EUSPN 2016)/THE 6TH INTERNATIONAL CONFERENCE ON CURRENT AND FUTURE TRENDS OF INFORMATION AND COMMUNICATION TECHNOLOGIES IN HEALTHCARE (ICTH-2016), 2016, 98 :243-250
[9]   Interventions to close the divide for women with breast and cervical cancer between low-income and middle-income countries and high-income countries [J].
Denny, Lynette ;
de Sanjose, Silvia ;
Mutebi, Miriam ;
Anderson, Benjamin O. ;
Kim, Jane ;
Jeronimo, Jose ;
Herrero, Rolando ;
Yeates, Karen ;
Ginsburg, Ophira ;
Sankaranarayanan, Rengaswamy .
LANCET, 2017, 389 (10071) :861-870
[10]   International Variation in Female Breast Cancer Incidence and Mortality Rates [J].
DeSantis, Carol E. ;
Bray, Freddie ;
Ferlay, Jacques ;
Lortet-Tieulent, Joannie ;
Anderson, Benjamin O. ;
Jemal, Ahmedin .
CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2015, 24 (10) :1495-1506