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Smith S, Drummond K, Dowling A, Bennett I, Campbell D, Freilich R, Phillips C, Ahern E, Reeves S, Campbell R, Collins IM, Johns J, Dumas M, Hong W, Gibbs P, Gately L. Improving Clinical Registry Data Quality via Linkage With Survival Data From State-Based Population Registries. JCO Clin Cancer Inform 2024; 8:e2400025. [PMID: 38924710 DOI: 10.1200/cci.24.00025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 03/26/2024] [Accepted: 05/03/2024] [Indexed: 06/28/2024] Open
Abstract
PURPOSE Real-world data (RWD) collected on patients treated as part of routine clinical care form the basis of cancer clinical registries. Capturing accurate death data can be challenging, with inaccurate survival data potentially compromising the integrity of registry-based research. Here, we explore the utility of data linkage (DL) to state-based registries to enhance the capture of survival outcomes. METHODS We identified consecutive adult patients with brain tumors treated in the state of Victoria from the Brain Tumour Registry Australia: Innovation and Translation (BRAIN) database, who had no recorded date of death and no follow-up within the last 6 months. Full name and date of birth were used to match patients in the BRAIN registry with those in the Victorian Births, Deaths and Marriages (BDM) registry. Overall survival (OS) outcomes were compared pre- and post-DL. RESULTS Of the 7,346 clinical registry patients, 5,462 (74%) had no date of death and no follow-up recorded within the last 6 months. Of the 5,462 patients, 1,588 (29%) were matched with a date of death in BDM. Factors associated with an increased number of matches were poor prognosis tumors, older age, and social disadvantage. OS was significantly overestimated pre-DL compared with post-DL for the entire cohort (pre- v post-DL: hazard ratio, 1.43; P < .001; median, 29.9 months v 16.7 months) and for most individual tumor types. This finding was present independent of the tumor prognosis. CONCLUSION As revealed by linkage with BDM, a high proportion of patients in a brain cancer clinical registry had missing death data, contributed to by informative censoring, inflating OS calculations. DL to pertinent registries on an ongoing basis should be considered to ensure accurate reporting of survival data and interpretation of RWD outcomes.
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Affiliation(s)
- Samuel Smith
- Systems Biology and Personalised Medicine Division, Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Oncology, St Vincent's Hospital Melbourne, Fitzroy, VIC, Australia
| | - Kate Drummond
- University of Melbourne, Parkville, VIC, Australia
- Department of Neurosurgery, Royal Melbourne Hospital, Parkville, VIC, Australia
| | - Anthony Dowling
- Department of Medical Oncology, St Vincent's Hospital Melbourne, Fitzroy, VIC, Australia
- University of Melbourne, Parkville, VIC, Australia
| | - Iwan Bennett
- Department of Neurosurgery, Alfred Health, Prahran, VIC, Australia
| | - David Campbell
- Department of Medical Oncology, Barwon Health, Geelong, VIC, Australia
| | - Ronnie Freilich
- Department of Neurology, Cabrini Hospital, Malvern, VIC, Australia
| | - Claire Phillips
- Department of Radiation Oncology, Peter MacCallum Cancer Centre, Parkville, VIC, Australia
| | - Elizabeth Ahern
- Department of Medical Oncology, Monash Health, Clayton, VIC, Australia
| | - Simone Reeves
- Department of Radiation Oncology, Ballarat Austin Radiation Oncology Centre, Ballarat, VIC, Australia
| | - Robert Campbell
- Department of Medical Oncology, Bendigo Health, Bendigo, VIC, Australia
| | - Ian M Collins
- Department of Medical Oncology, South West Oncology, Warnambool, VIC, Australia
| | - Julie Johns
- Systems Biology and Personalised Medicine Division, Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
| | - Megan Dumas
- Systems Biology and Personalised Medicine Division, Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
| | - Wei Hong
- Systems Biology and Personalised Medicine Division, Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
| | - Peter Gibbs
- Systems Biology and Personalised Medicine Division, Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
| | - Lucy Gately
- Systems Biology and Personalised Medicine Division, Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Neurosurgery, Alfred Health, Prahran, VIC, Australia
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Assessment of conditions leading to lost-to-follow-up of head and neck cancer patients. Am J Otolaryngol 2022; 43:103443. [PMID: 35580420 DOI: 10.1016/j.amjoto.2022.103443] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 03/02/2022] [Accepted: 04/03/2022] [Indexed: 11/20/2022]
Abstract
PURPOSE Head and neck cancer patients require close clinical follow up to monitor and address sequelae of treatment and for adequate cancer surveillance. The goal of this study is to determine barriers and risk factors for head and neck cancer patients who are lost-to-follow-up. MATERIALS AND METHODS A chart review of the Head and Neck Cancer Registry was performed to identify patients who were lost-to-follow-up (LTF). LTF was defined as missing two consecutive appointments as recommended by their oncologic surgeon. Those identified as LTF were contacted via email and phone to complete a 16-question survey addressing possible barriers to follow up. RESULTS Of the 353 patients reviewed, 53 met the criteria for LTF (15%). Forty-eight participants were contacted, and 23 surveys were completed (48%). Of the 23 patients that responded, 22% reported difficulty scheduling an appointment, 30% had transportation barriers, 22% had personal or work obligations that prevented follow up, 17% did not follow up because they "felt better," and 39% were following up with an otolaryngologist or oncologist closer to home. Only three participants (13%) were aware of the recommended 5-year surveillance period. CONCLUSION Head and neck cancer patients have a variety of reasons they are lost to follow-up. Understanding these barriers is critical to creating a patient-centered model that balances both clinical surveillance needs and reasonable expectations for patients. Improvements can be made to educate patients on the recommended length of follow-up and its importance.
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Nair D, Singhvi H, Mair M, Qayyumi B, Deshmukh A, Pantvaidya G, Nair S, Chaturvedi P, Laskar SG, Prabhash K, DCruz A. Outcomes of surgically treated oral cancer patients at a tertiary cancer center in India. Indian J Cancer 2018; 54:616-620. [PMID: 30082545 DOI: 10.4103/ijc.ijc_445_17] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BACKGROUND Oral cancers are one of the most common cancers in India. Surgery is the main modality of treatment for oral cancer patients. It is important to understand the postoperative morbidity and mortality as it influences patient outcomes. AIM The aim of this study was to determine oral cancer patients' characteristics, treatment details, 30-day morbidity and mortality, and survival outcomes. SETTINGS AND DESIGN This was a retrospective analysis of prospectively collected data in a tertiary cancer center. MATERIALS AND METHODS This study included 850 surgically treated oral cancer cases between January and December 2012. STATISTICAL ANALYSIS We performed univariate survival analysis by log-rank test, and all significant (P < 0.05) variables underwent multivariate analysis using Cox regression. RESULTS The median age was 52 years and the male-to-female ratio was 3.4:1. Nearly one-third of the patients received some form of prior treatment. Buccal mucosa (BM) was the most common subsite (64.94%). BM cancers (81.1%) were more likely to present in advanced stage compared to tongue cancers (52%) (P = 0.000). The incidence of postoperative morbidity and mortality was 36.4% and 0.9%, respectively. Complications were higher in cT3-4 (P = 0.000), cN positive (P = 0.000), and those requiring microvascular reconstruction (P = 0.004). The 5-year overall survival of the entire study group was 70.4%. The survival of early and locally advanced stages was 75.1% and 68.4%, respectively. The factors influencing survival were age (>50 years), advanced cT stage, nodal metastasis, overall stage, and presence of orocutaneous fistula. CONCLUSION The morbidity, mortality, and long-term outcomes of surgically treated oral cancer patients at our center are comparable to those treated in the developed world. Aggressive management of postoperative complications is crucial for early recovery and timely initiation of adjuvant treatment.
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Affiliation(s)
- Deepa Nair
- Department of Head and Neck Surgical Oncology, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Hitesh Singhvi
- Department of Head and Neck Surgical Oncology, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Manish Mair
- Department of Head and Neck Surgical Oncology, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Burhanuddin Qayyumi
- Department of Head and Neck Surgical Oncology, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Anuja Deshmukh
- Department of Head and Neck Surgical Oncology, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Gouri Pantvaidya
- Department of Head and Neck Surgical Oncology, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Sudhir Nair
- Department of Head and Neck Surgical Oncology, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Pankaj Chaturvedi
- Department of Head and Neck Surgical Oncology, Tata Memorial Centre, Mumbai, Maharashtra, India
| | | | - Kumar Prabhash
- Medical Oncologist, Tata Memorial Centre, Mumbai, Maharashtra, India
| | - Anil DCruz
- Director, Tata Memorial Centre, Mumbai, Maharashtra, India
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Figueiredo PT, Leite AF, Freitas AC, Nascimento LA, Cavalcanti MG, Melo NS, Guerra EN. Comparison between computed tomography and clinical evaluation in tumour/node stage and follow-up of oral cavity and oropharyngeal cancer. Dentomaxillofac Radiol 2010; 39:140-8. [PMID: 20203275 DOI: 10.1259/dmfr/69910245] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVES The aim was to verify the concordance of CT evaluation among four radiologists (two oral and maxillofacial and two medical radiologists) at the TN (tumour/node) stage and in the follow-up of oral cavity and oropharyngeal cancer patients. The study also compared differences between clinical and CT examinations in determining the TN stage. METHODS The following clinical and tomographic findings of 15 non-treated oral cavity and oropharyngeal cancer patients were compared: tumour size, bone invasion and lymph node metastases. In another 15 patients, who had previously been treated, a clinical and tomographic analysis comparison for the presence of tumoural recurrence, post-therapeutic changes in muscles and lymph node metastases was performed. The concordances of tomographic evaluation between the radiologists were analysed using the kappa index. RESULTS Significant agreement was verified between all radiologists for the T stage, but not for the N stage. In the group of treated patients, CT disclosed post-therapeutic changes in muscles, tumour recurrence and lymph node metastases, but no concordance for the detection of lymph node metastases was found between radiologists. In the first group, for all radiologists, no concordance was demonstrated between clinical and tomographic staging. CT was effective for delimitating advanced lesions and for detecting lymph node involvement in N0 stage patients. CT revealed two cases of bone invasion not clinically detected. CONCLUSIONS Interprofessional relationships must be stimulated to improve diagnoses, and to promote a multidisciplinary approach to oral cavity and oropharyngeal cancer. Although CT was important in the diagnosis and follow-up of cancer patients, differences between medical and dental analyses should be acknowledged.
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Affiliation(s)
- P T Figueiredo
- Oral Radiology, Department of Dentistry, Faculty of Health Science, University of Brasilia, Brazil.
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