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肺癌气腔内播散的术前预测因子。

Preoperative predictors of spread through air spaces in lung cancer.

机构信息

Department of Thoracic and Cardiovascular Surgery, Cleveland Clinic Foundation, Cleveland, Ohio.

Department of Pathology, Cleveland Clinic, Cleveland, Ohio.

出版信息

J Thorac Cardiovasc Surg. 2024 Sep;168(3):660-669.e4. doi: 10.1016/j.jtcvs.2023.11.030. Epub 2023 Nov 23.

Abstract

OBJECTIVE

Spread through air spaces (STAS) is a new histologic feature of invasion of non-small cell lung cancer that lacks sensitivity and specificity on frozen sections and is associated with higher recurrence and worse survival with sublobar resections. Our objective is to identify preoperative characteristics that are predictive of STAS to guide operative decisions.

METHODS

From January 2018 through December 2021, 439 cT1-3N0 M0 patients with non-small cell lung cancer and a median age of 68 years, 255 (58%) women, who underwent primary surgery at our institution were included. Patients who received neoadjuvant therapy and whose STAS status was not documented were excluded. Age, sex, smoking status, tumor size, ground-glass opacities, maximum standardized uptake values, and molecular markers on preoperative biopsy were evaluated as preoperative markers. Comparisons between groups were conducted using standardized mean differences and random forest classification was used for prediction modeling.

RESULTS

Of the 439 patients, 177 had at least 1 STAS-positive tumor, and 262 had no STAS-positive tumors. Overall, 179 STAS tumors and 293 non-STAS tumors were evaluated. Younger age (50 years or younger), solid tumor, size ≥2 cm, and maximum standardized uptake value ≥2.5 were independently predictive of STAS with prediction probabilities of 50%, 40%, 38%, and 40%, respectively. STAS tumors were more likely to harbor KRAS mutations and be PD-L1 negative.

CONCLUSIONS

Young age (50 years or younger), larger (≥2 cm) solid tumors, high maximum standardized uptake values, and presence of KRAS mutation, are risk factors for STAS and can be considered for lobectomy. Smoking status and gender are still controversial risk factors for STAS.

摘要

目的

气腔内播散(STAS)是非小细胞肺癌侵袭的一种新的组织学特征,在冷冻切片上缺乏敏感性和特异性,与亚肺叶切除后的更高复发率和更差的生存率相关。我们的目的是确定预测 STAS 的术前特征,以指导手术决策。

方法

2018 年 1 月至 2021 年 12 月,在我院接受原发性手术的 439 名 cT1-3N0M0 非小细胞肺癌患者,中位年龄 68 岁,255 名(58%)为女性,纳入研究。排除接受新辅助治疗且 STAS 状态未记录的患者。评估术前活检的年龄、性别、吸烟状况、肿瘤大小、磨玻璃密度、最大标准化摄取值和分子标志物作为术前标志物。采用标准化均数差比较组间差异,并采用随机森林分类进行预测模型构建。

结果

439 名患者中,有 177 名患者至少有 1 个 STAS 阳性肿瘤,262 名患者无 STAS 阳性肿瘤。共有 179 个 STAS 肿瘤和 293 个非 STAS 肿瘤进行了评估。年龄(50 岁或以下)、实性肿瘤、肿瘤直径≥2cm、最大标准化摄取值(SUVmax)≥2.5 与 STAS 独立相关,预测概率分别为 50%、40%、38%和 40%。STAS 肿瘤更可能携带 KRAS 突变和 PD-L1 阴性。

结论

年龄(50 岁或以下)、较大(≥2cm)实性肿瘤、较高的 SUVmax 值以及 KRAS 突变的存在是 STAS 的危险因素,可以考虑行肺叶切除术。吸烟状况和性别仍然是 STAS 的有争议的危险因素。

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