Perioperative Outcomes of Patients Undergoing Lobectomy on Clopidogrel

Social Disparities in Thoracic Surgery Database Research: Implications and Impact

A complex relationship exists between health care disparities and large databases among the thoracic surgical patient population. Using the example of thoracic malignancies, the ability of investigations leveraging large databases and novel analytical approaches to highlight disparate access to care and discordant outcomes following treatment is illustrated. Large, widely used databases may not be representative of the thoracic surgical patient population as a whole, and caution must be used when interpreting and generalizing results gleaned from such database analyses. Ensuring appropriate representation of all relevant patient subgroups in research databases will improve external generalizability and scientific validity of future investigations.

Incidence, aetiology and outcomes of major postoperative haemorrhage after pulmonary lobectomy

OBJECTIVES

Post-lobectomy bleeding is uncommon and rarely studied. In this study, we aimed to determine the incidence of post-lobectomy haemorrhage and compare the outcomes of reoperation and non-operative management.

METHODS

We conducted a single-institution review of lobectomy cases from 2009 to 2018. The patients were divided into two groups based on the treatment for postoperative bleeding: reoperation or transfusion of packed red blood cells with observation. Transfusion correcting intraoperative blood loss was excluded. One or more criteria defined postoperative bleeding: (i) drop in haematocrit ≥10 or (ii) frank, sustained chest tube bleeding with or without associated hypotension. Covariates included demographics, comorbidities and operative characteristics. Outcomes were operative mortality, complications, length of hospital stay and readmission within 30 days.

RESULTS

Following 1960 lobectomies (92% malignant disease, 8% non-malignant), haemorrhage occurred in 42 cases (2.1%), leading to reoperation in 27 (1.4%), and non-operative management in 15 (0.8%). The median time to reoperation was 17 h. No source of bleeding was identified in 44% of re-explorations. Patients with postoperative haemorrhage were more often male (64.3% vs 41.2%; P < 0.01) and more likely to have preoperative anaemia (45.2% vs 26.5%; P = 0.01), prior median sternotomy (14.3% vs 6.0%; P = 0.04), an infectious indication (7.1% vs 1.8%; P = 0.01) and operative adhesiolysis (45.2% vs 25.8%; P = 0.01). Compared with non-operative management, reoperation was associated with fewer units of packed red blood cells transfusion (0.4 vs 1.9; P < 0.001), while complication rates were similar and 30-day mortality was absent in either group.

CONCLUSIONS

Haemorrhage after lobectomy is associated with multiple risk factors. Reoperation may avoid transfusion. A prospective study should optimize timing and selection of operative and non-operative management.

Advanced Data Analytics for Clinical Research Part II: Application to Cardiothoracic Surgery

In the first part of this series, we introduced the tools of Big Data, including Not Only Standard Query Language data warehouse, natural language processing (NLP), optical character recognition (OCR), and Internet of Things (IoT). There are nuances to the utilization of these analytics tools, which must be well understood by clinicians seeking to take advantage of these innovative research strategies. One must recognize technical challenges to NLP, such as unintended search outcomes and variability in the expression of human written texts. Other caveats include dealing written texts in image formats, which may ultimately be handled with transformation to text format by OCR, though this technology is still under development. IoT is beginning to be used in cardiac monitoring, medication adherence alerts, lifestyle monitoring, and saving traditional labs from equipment failure catastrophes. These technologies will become more prevalent in the future research landscape, and cardiothoracic surgeons should understand the advantages of these technologies to propel our research to the next level. Experience and understanding of technology are needed in building a robust NLP search result, and effective communication with the data management team is a crucial step in successful utilization of these technologies. In this second installment of the series, we provide examples of published investigations utilizing the advanced analytic tools introduced in Part I. We will explain our processes in developing the research question, barriers to achieving the research goals using traditional research methods, tools used to overcome the barriers, and the research findings.

[Perioperative Outcomes of Patients Undergoing Pulmonary Resection for Lung Cancer after Coronary Stenting]

背景与目的

肺癌患者合并有冠心病是很常见的一种情况，部分患者既往植入冠脉支架并接受抗血小板治疗。对于带有冠脉支架需要行肺切除手术的肺癌患者，围手术期是否停用抗血小板药物仍然存在争议。本研究通过回顾我院的数据来明确这部分特殊人群的围手术期结局。

方法

回顾性分析了2013年1月-2019年9月冠脉支架术后在北京大学第一医院胸外科行肺切除手术的肺癌患者的临床数据。所有患者术前暂停口服抗血小板药物至少5 d。主要研究终点是院内的心血管并发症和死亡。

结果

本研究共纳入111例患者。支架放置和肺癌手术间隔的时间在1个月-3个月、3个月-12个月、超过12个月的患者分别为6.3%、13.5%和80.2%。亚肺叶切除、肺叶切除、联合肺叶切除、全肺切除以及肺叶袖式切除的患者分别为10.8%、71.2%、9.0%、2.7%和6.3%。总的心血管并发症发生率为11.6%，包括不稳定心绞痛（n=1, 0.9%）、低血压（n=1, 0.9%）、充血性心力衰竭（n=2, 1.8%）和新发心房纤颤（n=10, 9.0%）。本组病例无围手术期死亡，无主要不良心血管事件（major adverse cardiac events, MACE）。

结论

术前暂停口服抗血小板药物是安全的，围手术期未发生MACE和死亡。

Surveillance After Treatment of Non-Small-Cell Lung Cancer: A Call for Multidisciplinary Standardization

OBJECTIVE

Though interest in expansion of the use of less-invasive therapies among operable non-small-cell lung cancer (NSCLC) patients is growing, it is not clear that post-treatment surveillance has been comparable between treatment modalities. We sought to characterize institutional surveillance patterns after NSCLC therapy with stereotactic body radiation therapy (SBRT) and lobectomy.

METHODS

NSCLC patients treated with lobectomy or SBRT (2005 to 2016) at a single institution were identified. Natural language processing searched data fields within axial surveillance imaging reports for findings suggestive of recurrence. Duration and patterns of institutional surveillance were compared between the 2 groups.

RESULTS

Three thousand forty-two patients (73.5% lobectomy, 26.5% SBRT) met inclusion criteria. Patients had a longer median duration of surveillance after lobectomy (28.0 months vs SBRT 12.3 months, P < 0.001) and were more likely to undergo histopathological evaluation of clinically suspected relapse (206/274 [75.2%] vs SBRT 54/113 [47.8%], P < 0.001). Patients with clinical suspicion of recurrence had longer durations of institutional surveillance than those who did not among both cohorts (lobectomy 44.4 months vs 25.9, P < 0.001; SBRT 27.9 vs 10.3, P < 0.001). Landmark analyses at 1 and 3 years after therapy identified associations between receipt of lobectomy and ongoing surveillance at each time point (1 year odds ratio [OR] 2.10, P < 0.001; 3 years OR 1.71, P < 0.001) among all patients and those with documented stage I disease.

CONCLUSIONS

We identified potential heterogeneity in institutional surveillance patterns after treatment of NSCLC with 2 therapeutic modalities. As less-invasive treatment options for operable patients expand, it will be critical to implement rigorous surveillance paradigms across all modalities.

Improved Overall Survival With Comprehensive Local Consolidative Therapy in Synchronous Oligometastatic Non-Small-Cell Lung Cancer

BACKGROUND

Local consolidative therapy (LCT) to optimize disease control is an evolving management paradigm in non-small-cell lung cancer (NSCLC) patients who present with a limited metastatic disease burden. We hypothesized that LCT to all sites of disease would be associated with improved overall survival (OS) among patients with synchronous oligometastatic NSCLC.

PATIENTS AND METHODS

Patients presenting to a single institution (2000-2017) with stage IV NSCLC and ≤ 3 synchronous metastases were identified. Intrathoracic nodal disease was counted as one site. Landmark and propensity-adjusted Cox regression analyses were performed to identify factors associated with OS.

RESULTS

Of 194 patients, 143 (74%) had 2 or 3 sites of metastasis. LCT was delivered to all sites of disease in 121 patients (62%), to some but not all sites in 52 (27%), and were not used in 21 (11%). Comprehensive LCT was independently associated with improved OS (hazard ratio [HR] = 0.67; 95% confidence interval [CI], 0.46-0.97; P = .034), with the greatest therapeutic effect among patients without thoracic nodal disease, bone metastases, or > 1 metastatic site. Among patients who underwent comprehensive LCT, tumor histology (squamous: HR = 2.32; 95% CI, 1.28-4.22; P = .006), intrathoracic disease burden (T3-4: HR = 1.67; 95% CI, 0.97-2.86; P = .065; N3: HR = 1.90; 95% CI, 0.90-4.03; P = .093), and bone metastases (HR = 1.74; 95% CI, 1.02-3.00; P = .044) were associated with poor OS.

CONCLUSION

Comprehensive LCT was associated with improved OS in this large cohort of patients with synchronous oligometastatic NSCLC. These results support ongoing prospective efforts to characterize the therapeutic benefits associated with this management strategy.