2019
DOI: 10.1111/1759-7714.13133
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Challenges for real‐time intraoperative diagnosis of high risk histology in lung adenocarcinoma: A necessity for sublobar resection

Abstract: Recently, the incidence of small, peripheral lung adenocarcinoma has been increasing as lung cancer screening with radiologic examination is more widely performed. Tumor size is one of the determinants of the prognostic outcome in clinically node‐negative lung adenocarcinoma. Sublobar resection has been proposed as one of the minimally invasive surgical options for small‐sized adenocarcinomas. Despite the lack of robust clinical trial evidence, sublobar resection has become more popular, especially in develope… Show more

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Cited by 23 publications
(20 citation statements)
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“…Conversely, an upfront segmentectomy is technically more challenging than wedge resection, and is associated with higher surgical morbidity (29,30) and mortality (31), exposing the patient to unnecessary surgical trauma and risks in the case of an ultimately benign diagnosis. Moreover, several adenocarcinoma subtypes [such as micropapillary adenocarcinoma (31)] and tumors with high-risk histologic features [such as "tumor spread through air space" (16)] are known to have an inferior prognosis after sublobar resection (15,16,32), and lobectomy is therefore recommended. However, when a preoperative diagnosis is not available, the indispensable intraoperative FS examination has been associated with a diagnostic accuracy of only 68-85% in identifying predominant histologic subtype (25,33).…”
Section: Discussionmentioning
confidence: 99%
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“…Conversely, an upfront segmentectomy is technically more challenging than wedge resection, and is associated with higher surgical morbidity (29,30) and mortality (31), exposing the patient to unnecessary surgical trauma and risks in the case of an ultimately benign diagnosis. Moreover, several adenocarcinoma subtypes [such as micropapillary adenocarcinoma (31)] and tumors with high-risk histologic features [such as "tumor spread through air space" (16)] are known to have an inferior prognosis after sublobar resection (15,16,32), and lobectomy is therefore recommended. However, when a preoperative diagnosis is not available, the indispensable intraoperative FS examination has been associated with a diagnostic accuracy of only 68-85% in identifying predominant histologic subtype (25,33).…”
Section: Discussionmentioning
confidence: 99%
“…However, when a preoperative diagnosis is not available, the indispensable intraoperative FS examination has been associated with a diagnostic accuracy of only 68-85% in identifying predominant histologic subtype (25,33). Additionally, various studies have documented low sensitivity for FS in diagnosing high-risk morphology, often caused by sampling error largely affected by tumor heterogeneity (16,34). Consequently, errors in intraoperative FS examination are factual and well reported (28,33), and could potentially have significant negative clinical impact (15).…”
Section: Discussionmentioning
confidence: 99%
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“…However, although we know that the prognosis is worse with the high-grade pattern, it is difficult to know in advance the existence of a high-grade pattern before surgery. In addition, surgical decision-making based on frozen sections of highgrade histologic patterns has little evidence to prove diagnostic accuracy, which can be problematic when considering sub-lobar resection [25]. In this respect, our DL model is meaningful because it noninvasively predicts high-grade histologic patterns using CT scans prior to obtaining pathologic specimens.…”
Section: Discussionmentioning
confidence: 99%
“…Overall, patients with larger inoperable tumors or early metastases usually have a poorer prognosis and reduced survival. For earlier, more localized lung adenocarcinoma lesions, surgery has been the preferred option with excellent results [3]. In inoperable patients, a puncture biopsy of the lesion, genetic testing, and immunohistochemical testing are usually performed clinically to determine whether molecular targeted therapy or immunotherapy can be used properly [4].…”
Section: Introductionmentioning
confidence: 99%