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Symptoms and signs of lung cancer prior to diagnosis: case–control study using electronic health records from ambulatory care within a large US-based tertiary care centre
OBJECTIVE: Lung cancer is the most common cause of cancer-related death in the USA. While most patients are diagnosed following symptomatic presentation, no studies have compared symptoms and physical examination signs at or prior to diagnosis from electronic health records (EHRs) in the USA. We aim...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10124310/ https://www.ncbi.nlm.nih.gov/pubmed/37080616 http://dx.doi.org/10.1136/bmjopen-2022-068832 |
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author | Prado, Maria G Kessler, Larry G Au, Margaret A Burkhardt, Hannah A Zigman Suchsland, Monica Kowalski, Lesleigh Stephens, Kari A Yetisgen, Meliha Walter, Fiona M Neal, Richard D Lybarger, Kevin Thompson, Caroline A Al Achkar, Morhaf Sarma, Elizabeth A Turner, Grace Farjah, Farhood Thompson, Matthew J |
author_facet | Prado, Maria G Kessler, Larry G Au, Margaret A Burkhardt, Hannah A Zigman Suchsland, Monica Kowalski, Lesleigh Stephens, Kari A Yetisgen, Meliha Walter, Fiona M Neal, Richard D Lybarger, Kevin Thompson, Caroline A Al Achkar, Morhaf Sarma, Elizabeth A Turner, Grace Farjah, Farhood Thompson, Matthew J |
author_sort | Prado, Maria G |
collection | PubMed |
description | OBJECTIVE: Lung cancer is the most common cause of cancer-related death in the USA. While most patients are diagnosed following symptomatic presentation, no studies have compared symptoms and physical examination signs at or prior to diagnosis from electronic health records (EHRs) in the USA. We aimed to identify symptoms and signs in patients prior to diagnosis in EHR data. DESIGN: Case–control study. SETTING: Ambulatory care clinics at a large tertiary care academic health centre in the USA. PARTICIPANTS, OUTCOMES: We studied 698 primary lung cancer cases in adults diagnosed between 1 January 2012 and 31 December 2019, and 6841 controls matched by age, sex, smoking status and type of clinic. Coded and free-text data from the EHR were extracted from 2 years prior to diagnosis date for cases and index date for controls. Univariate and multivariable conditional logistic regression were used to identify symptoms and signs associated with lung cancer at time of diagnosis, and 1, 3, 6 and 12 months before the diagnosis/index dates. RESULTS: Eleven symptoms and signs recorded during the study period were associated with a significantly higher chance of being a lung cancer case in multivariable analyses. Of these, seven were significantly associated with lung cancer 6 months prior to diagnosis: haemoptysis (OR 3.2, 95% CI 1.9 to 5.3), cough (OR 3.1, 95% CI 2.4 to 4.0), chest crackles or wheeze (OR 3.1, 95% CI 2.3 to 4.1), bone pain (OR 2.7, 95% CI 2.1 to 3.6), back pain (OR 2.5, 95% CI 1.9 to 3.2), weight loss (OR 2.1, 95% CI 1.5 to 2.8) and fatigue (OR 1.6, 95% CI 1.3 to 2.1). CONCLUSIONS: Patients diagnosed with lung cancer appear to have symptoms and signs recorded in the EHR that distinguish them from similar matched patients in ambulatory care, often 6 months or more before diagnosis. These findings suggest opportunities to improve the diagnostic process for lung cancer. |
format | Online Article Text |
id | pubmed-10124310 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-101243102023-04-25 Symptoms and signs of lung cancer prior to diagnosis: case–control study using electronic health records from ambulatory care within a large US-based tertiary care centre Prado, Maria G Kessler, Larry G Au, Margaret A Burkhardt, Hannah A Zigman Suchsland, Monica Kowalski, Lesleigh Stephens, Kari A Yetisgen, Meliha Walter, Fiona M Neal, Richard D Lybarger, Kevin Thompson, Caroline A Al Achkar, Morhaf Sarma, Elizabeth A Turner, Grace Farjah, Farhood Thompson, Matthew J BMJ Open Oncology OBJECTIVE: Lung cancer is the most common cause of cancer-related death in the USA. While most patients are diagnosed following symptomatic presentation, no studies have compared symptoms and physical examination signs at or prior to diagnosis from electronic health records (EHRs) in the USA. We aimed to identify symptoms and signs in patients prior to diagnosis in EHR data. DESIGN: Case–control study. SETTING: Ambulatory care clinics at a large tertiary care academic health centre in the USA. PARTICIPANTS, OUTCOMES: We studied 698 primary lung cancer cases in adults diagnosed between 1 January 2012 and 31 December 2019, and 6841 controls matched by age, sex, smoking status and type of clinic. Coded and free-text data from the EHR were extracted from 2 years prior to diagnosis date for cases and index date for controls. Univariate and multivariable conditional logistic regression were used to identify symptoms and signs associated with lung cancer at time of diagnosis, and 1, 3, 6 and 12 months before the diagnosis/index dates. RESULTS: Eleven symptoms and signs recorded during the study period were associated with a significantly higher chance of being a lung cancer case in multivariable analyses. Of these, seven were significantly associated with lung cancer 6 months prior to diagnosis: haemoptysis (OR 3.2, 95% CI 1.9 to 5.3), cough (OR 3.1, 95% CI 2.4 to 4.0), chest crackles or wheeze (OR 3.1, 95% CI 2.3 to 4.1), bone pain (OR 2.7, 95% CI 2.1 to 3.6), back pain (OR 2.5, 95% CI 1.9 to 3.2), weight loss (OR 2.1, 95% CI 1.5 to 2.8) and fatigue (OR 1.6, 95% CI 1.3 to 2.1). CONCLUSIONS: Patients diagnosed with lung cancer appear to have symptoms and signs recorded in the EHR that distinguish them from similar matched patients in ambulatory care, often 6 months or more before diagnosis. These findings suggest opportunities to improve the diagnostic process for lung cancer. BMJ Publishing Group 2023-04-20 /pmc/articles/PMC10124310/ /pubmed/37080616 http://dx.doi.org/10.1136/bmjopen-2022-068832 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Oncology Prado, Maria G Kessler, Larry G Au, Margaret A Burkhardt, Hannah A Zigman Suchsland, Monica Kowalski, Lesleigh Stephens, Kari A Yetisgen, Meliha Walter, Fiona M Neal, Richard D Lybarger, Kevin Thompson, Caroline A Al Achkar, Morhaf Sarma, Elizabeth A Turner, Grace Farjah, Farhood Thompson, Matthew J Symptoms and signs of lung cancer prior to diagnosis: case–control study using electronic health records from ambulatory care within a large US-based tertiary care centre |
title | Symptoms and signs of lung cancer prior to diagnosis: case–control study using electronic health records from ambulatory care within a large US-based tertiary care centre |
title_full | Symptoms and signs of lung cancer prior to diagnosis: case–control study using electronic health records from ambulatory care within a large US-based tertiary care centre |
title_fullStr | Symptoms and signs of lung cancer prior to diagnosis: case–control study using electronic health records from ambulatory care within a large US-based tertiary care centre |
title_full_unstemmed | Symptoms and signs of lung cancer prior to diagnosis: case–control study using electronic health records from ambulatory care within a large US-based tertiary care centre |
title_short | Symptoms and signs of lung cancer prior to diagnosis: case–control study using electronic health records from ambulatory care within a large US-based tertiary care centre |
title_sort | symptoms and signs of lung cancer prior to diagnosis: case–control study using electronic health records from ambulatory care within a large us-based tertiary care centre |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10124310/ https://www.ncbi.nlm.nih.gov/pubmed/37080616 http://dx.doi.org/10.1136/bmjopen-2022-068832 |
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