Establishment of artificial intelligence model for precise histological subtyping of lung adenocarcinoma and its application to quantitative and spatial analysis.

BACKGROUND: The histological subtype of lung adenocarcinoma is a major prognostic factor. We developed a new artificial intelligence model to classify lung adenocarcinoma images into seven histological subtypes and adopted the model for whole-slide images to investigate the relationship between the distribution of histological subtypes and clinicopathological factors. METHODS: Using histological subtype images, which are typical for pathologists, we trained and validated an artificial intelligence model. Then, the model was applied to whole-slide images of resected lung adenocarcinoma specimens from 147 cases. RESULT: The model achieved an accuracy of 99.7% in training sets and 90.4% in validation sets consisting of typical tiles of histological subtyping for pathologists. When the model was applied to whole-slide images, the predominant subtype according to the artificial intelligence model classification matched that determined by pathologists in 75.5% of cases. The predominant subtype and tumor grade (using the WHO fourth and fifth classifications) determined by the artificial intelligence model resulted in similar recurrence-free survival curves to those determined by pathologists. Furthermore, we stratified the recurrence-free survival curves for patients with different proportions of high-grade components (solid, micropapillary and cribriform) according to the physical distribution of the high-grade component. The results suggested that tumors with centrally located high-grade components had a higher malignant potential (P < 0.001 for 5-20% high-grade component). CONCLUSION: The new artificial intelligence model for histological subtyping of lung adenocarcinoma achieved high accuracy, and subtype quantification and subtype distribution analyses could be achieved. Artificial intelligence model therefore has potential for clinical application for both quantification and spatial analysis.

Clinicopathological predictors of postoperative long-term myasthenic status in resected thymoma with myasthenia gravis.

PURPOSE: Surgical patients with thymoma and myasthenia gravis (MG) must have their MG status and oncological outcomes critically monitored. We aimed to identify clinicopathological predictors of the postoperative MG status. METHODS: We conducted a retrospective review of 40 consecutive surgical patients with MG-related thymomas between 2002 and 2020. The quantitative myasthenia gravis score (QMGS) and Myasthenia Gravis Foundation of America post-intervention status (MGFA-PIS) were used to evaluate postoperative MG status. RESULTS: All patients underwent extended total thymectomy. The most common WHO type was type B2 (32%), while 65% of patients had type B1-B3 and 35% had type A-AB thymomas. Eleven patients (28%) achieved controlled MG status in MGFA-PIS 6 months after surgery. This controlled status was observed more frequently in type A-AB than in B1-B3 (57% vs. 12%, p = 0.007). In a multivariate analysis, WHO type (A-AB or B1-B3) was an independent predictor of worsening episodes of MG based on the QMGS (Type B1-B3, hazard ratio: 3.23, 95% confidence interval: 1.12-9.25). At the last follow-up, 23 patients (58%) achieved controlled MG status. The 5-year overall survival rate of all patients was 93.7%. CONCLUSION: The WHO type of thymoma is an informative predictor of postoperative MG status in patients with MG-related thymoma.

Prognostic factors affecting survival in patients with non-small cell lung cancer treated with salvage surgery after drug therapy: a multi-institutional retrospective study.

BACKGROUND: The prevalence of salvage surgeries after drug therapy for non-small cell lung cancer (NSCLC) has risen, mainly due to recent progress in molecular-targeted drugs and immune checkpoint inhibitors for NSCLC. While the safety and effectiveness of salvage surgery after drug therapy for NSCLC have been studied, its indications remain unclear. We aimed to identify the prognostic factors affecting survival in patients with advanced-stage (stages III-IV) NSCLC treated with salvage surgery after drug therapy. METHODS: A retrospective investigation was conducted on patients who received salvage surgery after drug therapy at four hospitals between 2007 and 2020. Salvage surgery was defined as surgery after drug therapy for local progression, tumor conversion to resectable status, and discontinuation of prior drug therapy owing to serious complications. RESULTS: Thirty-two patients received cytotoxic agents alone (n = 12 [38%]), tyrosine kinase inhibitors (TKIs; n = 16 [50%]), or immune checkpoint inhibitors (n = 4 [13%]) as prior drug therapy. In 11 (34%) and 21 (66%) patients, the clinical stage before treatment was III or IV, respectively. The median initial and preoperative serum carcinoembryonic antigen (CEA) levels were 10.2 (range, 0.5-1024) ng/mL and 4.2 (range, 0.6-92.5) ng/mL, respectively. Among the patients, 28 (88%) underwent lobectomy, 2 (6%) underwent segmentectomy, and 2 (6%) underwent wedge resection. Complete resection of the primary lesion was accomplished in 28 (88%) patients. Postoperative complications were documented in six (19%) patients. Mortality rates were 0% at 30 days and 3% at 90 days post-operation. The 5-year overall survival rate stood at 66%, while the 5-year progression-free survival rate was 21%. Multivariate analyses showed that prior TKI therapy and preoperative serum CEA level < 5 ng/mL were prognostic factors influencing overall survival (hazard ratio [95% confidence interval]: 0.06 [0.006-0.68] and 0.03 [0.002-0.41], respectively). The 5-year overall survival in the 11 patients with both favorable prognosticators was 100%. CONCLUSIONS: In this study, prior TKI therapy and preoperative serum CEA level < 5 ng/mL were favorable prognostic factors for overall survival in patients with NSCLC treated with salvage surgery. Patients with these prognostic factors are considered good candidates for salvage surgery after drug therapy.

[Clinicopathological Features and Imaging Characteristics of Pulmonary Mucosa-associated Lymphoid Tissue Lymphoma].

BACKGROUND: Pulmonary mucosa-associated lymphoid tissue (MALT) lymphoma is a rare disease. We report seven cases of pulmonary MALT lymphoma. CASES: Chest computed tomography (CT) revealed various morphological features, including a solitary mass, a solid nodule, and ground-glass opacity. Multiple nodules were observed in one patient. However, the tumor margins were ill-defined in all seven cases, and air bronchograms were identified in five cases. The solitary mass was found to extend along the pulmonary lymphatic vessels. Six patients underwent R0 resection, while one underwent an open lung biopsy. Histopathological findings in all seven cases showed lymphoepithelial lesions. Regarding their immunohistological findings, all patients were diagnosed with pulmonary MALT lymphoma. Two patients received postoperative chemotherapy with rituximab. The progression-free survival time was 52 (range, 22-122) months. Postoperative course was uneventful in all patients. CONCLUSION: MALT lymphoma is characterized by an ill-defined margin, air bronchogram, and tumor extension along the pulmonary lymphatic vessels, all of which aid in diagnosis. MALT lymphoma is a low-grade lymphoma, and the prognosis is favorable. Therefore, follow-up examination without treatment can be one of the therapeutic options if patients are diagnosed with pulmonary MALT lymphoma.

Clinicopathological and prognostic features of operable non-small cell lung cancer patients with diabetes mellitus.

BACKGROUND: The aim of this study was to investigate the clinicopathological and prognostic features of operable non-small cell lung cancer (NSCLC) patients with diabetes mellitus (DM). METHODS: A total of 1231 surgically resected NSCLC patients were retrospectively reviewed. Clinicopathological characteristics were compared between patients with DM (DM group, n = 139) and those without DM (non-DM group, n = 1092). The clinical factors associated with postoperative complications and prognostic factors were identified. RESULTS: The DM group had distinct clinicopathological features. No significant differences in histological invasiveness or stage were found. The presence and control status of DM were independent predictors of postoperative complications. No significant differences in recurrence-free survival or cancer-specific survival were observed; however, the DM group had worse overall survival (OS). The DM group had a higher number of deaths from other diseases than the non-DM group, and these patients had significantly higher postoperative hemoglobin A1c levels than patients with cancer-related death. CONCLUSION: The presence and control status of preoperative DM are useful predictors of both postoperative complications and OS in operable NSCLC patients. Concomitant diabetes-related complications have a negative effect on long-term survival in diabetic NSCLC patients, and long-term glycemic control is important to prolong OS.

Debulking surgery for malignant tumors: the current status, evidence and future perspectives.

Debulking surgery, also called cytoreductive surgery, is a resection of the tumor as much as possible and an intended incomplete resection for unresectable malignant tumors. Since the most important principle in surgical oncology is complete R0 resection, debulking surgery goes against the basic principle and obscures the concept of operability. However, debulking surgery has been advocated for various types of advanced malignant tumors, including gynecological cancers, urological cancers, gastrointestinal cancers, breast cancers and other malignancies, with or without adjuvant therapy. Positive data from randomized trials have been shown in subsets of ovarian cancer, renal cell carcinoma, colorectal cancer and breast cancer. However, recent trials for renal cell carcinoma, colorectal cancer and breast cancer have tended to show controversial results, mainly according to the survival improvement of nonsurgical systemic therapy alone. On the other hand, debulking surgery still has a therapeutic role for slow-growing and borderline malignant tumors, such as pseudomyxoma peritonei and thymomas. The recent understanding of tumor heterogeneity and clonal evolution responsible for malignancy and drug resistance indicates that select patients may obtain prolonged survival by the synergistic effect of debulking surgery and novel systemic therapy. This review aimed to describe the current status and evidence of debulking surgery in a cross-organ manner and to discuss future perspectives in the current era with advances in systemic therapy.

Four cases of completion lobectomy for locally relapsed lung cancer after segmentectomy.

BACKGROUND: Although completion lobectomy is the treatment of choice for local recurrence of non-small cell lung cancer after segmentectomy, few cases have been reported. We report four patients who underwent completion lobectomies for staple line recurrence after segmentectomy for stage I non-small cell lung cancer. CASE PRESENTATION: Three women aged 65, 82, and 81 years underwent completion lower lobectomy after superior segmentectomy of the same lobe for local recurrence of stage I non-small cell lung cancer. A 67-year-old man, who had a tumor recurrence on the staple line after apical segmentectomy with superior mediastinal nodal dissection for stage I non-small cell lung cancer, underwent completion right upper lobectomy. These four patients underwent segmentectomy because of comorbidities or advanced age. Local recurrence was confirmed by computed tomography-guided needle biopsy. The interval between the two operations was 37, 39, 41, and 16 months, respectively. Although minimal hilar adhesion was seen for the three completion lower lobectomies, tight adhesions after apical segmentectomy made completion right upper lobectomy quite difficult to dissect, which led to injury of the superior pulmonary vein. No recurrence was recorded after completion lobectomies for 62, 70, 67, and 72 months, respectively. CONCLUSIONS: Although completion lobectomy is one of the most difficult modes of resection, among several completion lobectomies, completion lower lobectomy after superior segmentectomy without superior mediastinal nodal dissection was relatively easy to perform because of fewer hilar adhesions.

Invasive pulmonary aspergillosis after liver transplantation: lessons from successfully treated cases and review of the literature.

PURPOSE: Invasive pulmonary aspergillosis (IPA) after liver transplantation (LT) is most often fatal. We analyzed the outcomes of IPA in a single center. METHODS: We reviewed, retrospectively, the medical records of recipients of living donor LT (LDLT) or deceased donor LT (DDLT) performed between 1995 and 2019 at our institute. We analyzed the incidence of IPA and assessed the treatment courses of patients treated successfully and those not treatment successfully. RESULTS: Among 326 recipients, IPA was diagnosed in 6 (1.8%). The incidence of IPA was significantly higher in patients with acute liver failure (ALF, 9.8%) than in those without ALF (0.4%), after DDLT (8.8%) than after LDLT (1.0%), and in recipients who received preoperative steroid pulse therapy (16.0%) than in those who did not (0.7%). Complete cure of IPA was achieved in the most recent three patients, by administering voriconazole immediately after the diagnosis of IPA and performing lung resection, while the IPA lesion was single and localized. CONCLUSIONS: Patients with risk factors for IPA must be monitored closely. Our three successfully treated cases demonstrate that initiating immediate voriconazole treatment and making a calculated decision about lung resection can contribute to a favorable outcome.

Pattern of care in adjuvant therapy for resected Stage I non-small cell lung cancer: real-world data from Japan.

BACKGROUND: Adjuvant tegafur/uracil (UFT) chemotherapy is recommended for patients with completely resected Stage I non-small cell lung cancer (NSCLC) in Japan. A Phase III trial, the Japan Clinical Oncology Group (JCOG) 0707, comparing the survival benefit of UFT and S-1 (tegafur/gimeracil/oteracil) for this population is being conducted. However, the selection of patients in the randomized clinical trial (RCT) may not represent the real-world population. The present study aimed to investigate the pattern of care for patients receiving adjuvant chemotherapy for completely resected NSCLC. METHODS: Patients with completely resected pathological Stage I (T1 > 2 cm and T2 in 6th TNM edition) NSCLC eligible for the JCOG0707 trial but excluded from it during the enrollment period (2008-13) were eligible for this study. Physicians from institutions that participated in the JCOG0707 retrospectively assessed the medical records of each patient. RESULTS: This study enrolled 5006 patients, 85% of those initially considered for participation in the JCOG0707 trial (5006 of 5923 patients). Among them, 2389 were ineligible for the trial and 2617 had not been enrolled despite being eligible. The most frequent reason for non-enrollment despite eligibility was the decline in patients' participation, and the major reasons for trial ineligibility were concomitant malignancy and comorbidities. Of all the patients enrolled in our study, 1659 received adjuvant chemotherapy, mainly UFT. CONCLUSIONS: Our study indicates that only 15% of the real-world patients with completely resected NSCLC were enrolled into the adjuvant chemotherapy RCT, and among those not participating in the trial, one-third received adjuvant chemotherapy.

A randomized Phase III trial of lobe-specific vs. systematic nodal dissection for clinical Stage I-II non-small cell lung cancer (JCOG1413).

In January 2017, the Lung Cancer Surgical Study Group of the Japan Clinical Oncology Group commenced a randomized Phase III trial to confirm the clinical benefit of lobe-specific nodal dissection for clinical Stage I-II non-small cell lung cancer. The primary endpoint is overall survival, and the main objective is to confirm the non-inferiority of lobe-specific in comparison to systematic nodal dissection with regard to lobectomy. The secondary endpoints are relapse-free survival, %local recurrence, %regional lymph node recurrence, operation time, blood loss, length of hospitalization, duration of chest tube placement and adverse events. A total of 1700 patients will be accrued from 44 Japanese institutions within 5 years. This study is the first and large prospective trial to evaluate whether the difference in the area of nodal dissection affects the overall survival of patients with relatively early-stage non-small cell lung cancer. This trial has been registered in the UMIN Clinical Trials Registry as UMIN000025530.

[Role of Surgery in Multimodality Treatment for Non-small Cell Lung Cancer;Current Status and Future Perspectives].

Recent improvement of outcomes for resected non-small cell lung cancer (NSCLC) has been contributed not only by increased detection of early-stage disease and improvement of preoperative diagnosis/perioperative management but also by improvement of multimodality treatment. The introduction of newly developed systemic therapies including molecular targeted agents and immune checkpoint inhibitors dramatically changed clinical outcomes of advanced NSCLC. Accordingly, the role of surgery during the multimodality treatment will be changed more than ever. In this article, we overviewed the current status of the multimodality treatment for clinical stageⅢ (N2)disease and postoperative adjuvant therapy and discussed the role of surgery during these situations. We also discussed the future perspectives of the role of surgery during the multimodality treatment for advanced NSCLC.

The role of pulmonary resection in tumors metastatic from esophageal carcinoma.

OBJECTIVE: The purposes of this study were to determine the role of surgical treatment and to identify factors affecting survival of patients undergoing resection of pulmonary metastatic tumors from esophageal carcinoma. METHODS: We reviewed 33 patients who had undergone resection of pulmonary metastatic tumors from esophageal carcinoma after definitive treatment. RESULTS: The operative morbidity rate was only 5%, no patients died within 30 days after resection, and complete resection was achieved in 30 patients. The overall 1-, 3- and 5-year survival rates after pulmonary metastasectomy were 79.4, 47.8 and 43.0%, respectively, and the median survival time was 17.9 months. The factors found on univariate analysis to affect survival significantly were disease-free interval <16 months and nodal involvement of the primary tumor. The most frequent pattern of initial recurrence after pulmonary resection was distant metastasis (70%). CONCLUSIONS: We demonstrated the safety and effectiveness of surgical resection for selected patients with pulmonary metastatic tumors from esophageal carcinoma. However, with a high recurrence rate in patients with negative prognostic factors, adjuvant systemic chemotherapy after pulmonary resection should be considered.

Limited resection for early-stage non-small cell lung cancer as function-preserving radical surgery: a review.

Since 'radical lobectomy' was reported by Cahan in 1960, the standard surgical care for lung cancer has been lobectomy, in which units of the lobe are excised with their specific regional hilar and mediastinal lymphatics. However, pulmonary function-preserving limited resection for lung cancer has gradually become more prevalent in the late 20th century. In 1995, Ginsberg et al. conducted a randomized controlled trial in which limited resection (segmentectomy and wide-wedge resection) and lobectomy for stage I lung cancer were compared and reported that limited resection should not be applied to healthy patients with clinical stage IA lung cancer. The detection of small-sized and early-stage lung cancers has improved with advancement in diagnostic technology. Ground-glass opacity of lung nodules, as recognized on thin-slice computed tomography, has also been widely recognized as being correlated with less-invasive pathological findings of alveolar epithelial cell replacement of cancer cells. The Lung Cancer Surgical Study Group of the Japan Clinical Oncology Group conducted a cohort study of early peripheral lung cancer and investigated the validity thin-slice computed tomography criteria to diagnose non-invasive lung adenocarcinoma for the preoperative prediction of pathological non-invasive cancer. Following this observational study, the on-going JCOG0802/WJOG4607L, JCOG0804/WJOG4507L and JCOG1211 trials were initiated to confirm the validity of limited resection for stage I lung cancer patients stratified according to preoperative thin-slice computed tomography findings; these trials will clarify whether limited resection for lung cancer is not function-preserving but also only curative surgery.

Is cancer history really an exclusion criterion for clinical trial of lung cancer? Influence of gastrointestinal tract cancer history on the outcomes of lung cancer surgery.

Objective: Exclusion of patients with a history of other cancer treatment except in situ situation has been considered to be inevitable for clinical trials investigating survival outcome. However, there have been few reports confirming these influences on surgical outcome of lung cancer patients ever. Methods: Multi-institutional, individual data from patients with non­small cell lung cancer resected between 2000 and 2013 were collected. The patients were divided into two groups: those with a history of gastrointestinal tract cancer (GI group) and those without any history (non-GI group). We compared the outcomes with well-matched groups using propensity scoring to minimize bias related to the nonrandomness. The influence of gastrointestinal tract cancer stage, disease-free interval, and treatment method for gastrointestinal tract cancer on the surgical outcome of non­small cell lung cancer was examined. Results: We analyzed 196 patients in the GI group and 3732 in the non-GI group. In unmatched cohort, multivariate analyses showed that a history of gastrointestinal tract cancer did not affect overall survival or recurrence-free survival. Independent predictors of poor prognosis included older age, male sex, high carcinoembryonic antigen levels and advanced clinical stage of non­small cell lung cancer. The two groups in the matched cohort demonstrated equivalent overall survival and recurrence-free survival, even in patients with clinical stage I. Gastrointestinal tract cancer stage, disease-free interval and treatment method for gastrointestinal tract cancer were not associated with outcomes. Conclusions: History of early gastrointestinal tract cancer completely resected is not always necessary for exclusion criteria in clinical trial of lung cancer.

Histology is a Prognostic Indicator After Pulmonary Metastasectomy from Renal Cell Carcinoma.

OBJECTIVES: There are only a few detailed reports concerning the prognosticators following surgical resection of pulmonary metastases (PMs) from renal cell carcinoma (RCC). We investigated the prognosis of patients with RCC PMs undergoing pulmonary metastasectomy and identified prognostic factors in a multi-institutional retrospective study. METHODS: We retrospectively evaluated 84 patients who underwent resection of PMs from RCC between 1993 and 2014. We assessed the clinicopathological characteristics, focusing on the histological findings of PMs. We classified the histology into three types: pure clear cell carcinoma (N = 68), clear cell carcinoma combined with other histology type (N = 8), and non-clear cell carcinoma (N = 8). We examined the relationship between these histological types and the prognosis of patients with PMs from RCC. RESULTS: Complete resection was achieved in 78 patients (93%). The 5-year overall survival rate after metastasectomy was 59.7%. In multivariate analysis, three factors were found to be independent favorable prognostic factors of overall survival after lung metastasectomy [tumor size <2 cm, hazard ratio (HR) = 0.31, 95% confidence interval (CI) 0.13-0.78, P = 0.012; clear cell type, HR = 0.37, 95% CI 0.16-0.83, P = 0.025; and complete resection, HR = 0.27, 95% CI 0.10-0.78, P = 0.015]. CONCLUSIONS: This study indicates that a histological finding of the clear cell type is a significant favorable prognostic factor in addition to complete resection and a tumor size <2 cm. Histological evaluation of PM lesions is important for predicting survival after metastasectomy.

Thin-section computed tomography findings of lung adenocarcinoma with inherent metastatic potential.

PURPOSE: The solid component of lung ground-glass nodules on thin-section computed tomography (TSCT) reflects cancer cell progression and invasiveness. The purpose of this study was to clarify the cut-off value of preoperative TSCT findings in treating a lesion suspected of being adenocarcinoma and to recognize the timing of surgical resection for lung nodules. METHODS: We reevaluated the TSCT findings in 392 patients with clinical stage IA lung adenocarcinoma who underwent surgical resection between 2003 and 2007. We identified the clinical parameters that were most useful for predicting recurrence and identified a cut-off level for each parameter. RESULTS: Recurrence was observed in 75 (19 %) of 392 patients (median follow-up: 7 years). The size of internal consolidation of a lung nodule (SCL) and the ratio of the SCL to the maximum tumor diameter (C/T ratio) were extracted as independent factors that predicted recurrence. Only 1 (0.3 %) patient each with a lung nodule C/T ratio ≤0.5 and SCL ≤10 mm recurred. These conditions were associated with a significantly better overall survival and recurrence-free survival. CONCLUSION: In patients with clinical stage I lung adenocarcinoma with a C/T ratio ≤0.5 and/or SCL ≤10 mm on TSCT, surgery is extremely likely to achieve a cure.

Surgical outcomes and prognostic factors after lung metastasectomy for pulmonary metastasis of colorectal cancer.

Surgical resection of resectable pulmonary metastasis from colorectal cancer(PM-CRC) has been widely performed and considered to be the primary treatment modality. We re- viewed the recent literatures on metastasectomy of PM-CRC and summarized the long-term survival data and prognostic factors after metastasectomy of PM-CRC. Although many prog- nostic factors have been reported, recent major studies and meta-analysis suggested that the following 4 indicators were promising prognostic factors: (1) number of metastasis, (2) disease-free interval, (3) preoperative serum carcinoembryonic antigen(CEA) level, and (4) hilar/mediastinal nodal status. Poor prognostic factors preoperatively proven cannot preclude surgical indication; however, they are useful in deciding operability especially for compromised patients. Prognostic factors are also useful for estimating survival provability of the patients and appropriate postoperative management.

Multicenter observational cohort study of post-operative treatment for completely resected non-small-cell lung cancer of pathological Stage I (T1 >2 cm and T2 in TNM classification version 6).

Post-operative adjuvant chemotherapy has been considered an effective strategy to reduce cancer recurrence and improve survival for resected non-small-cell lung cancer. The Japan Clinical Oncology Group has completed patient accrual for a randomized Phase III study (JCOG0707), which compares the survival benefit of UFT and S-1 for completely resected pathological Stage I (T1 >2 cm and T2 in TNM classification version 6) non-small-cell lung cancer. However, there is a growing concern that those who participated in clinical trials are highly selected patients and do not represent the 'real-world' population. This multicenter observational cohort study aims to analyze the backgrounds, pattern of care and outcomes of the patients who were excluded from the JCOG0707 study during the accrual period. The results of this cohort study will be useful for external validity of the results of clinical trial such as JCOG0707.

Limited resection trial for pulmonary ground-glass opacity nodules: case selection based on high-resolution computed tomography-interim results.

OBJECTIVE: Our previous trial for small ground-glass opacity nodule on high-resolution computed tomography suggested all these cancers might have been radically managed with limited resection. Good correlation between radiologic and pathologic findings in early lung adenocarcinomas has been reported. We aimed to confirm limited resection efficacy as radical surgery in patients with high-resolution computed tomography-indicated minimally invasive lung cancer. The purpose of this interim analysis is to report the details of the patient and nodule characteristics, intraoperative cytology capability as a negative margin indicator, and patient outcome with the median follow-up period of 7 years and 4 months. METHODS: Enrollment required patients with a tumor ≤2 cm, diagnosed or suspected as a cT1N0M0 carcinoma in the lung periphery and depicted on high-resolution computed tomography as a sub-solid nodule with tumor disappearance ratio ≥0.5. We performed a wedge or segmental resection as appropriate. The primary endpoint is 10 year local recurrence-free survival rate. RESULTS: This study started in November 2003, and 101 patients were enrolled as of November 2009. Of them, 95 were eligible for analysis. There were 38 men and 57 women, aged 30-75, averaging 62 years. Tumor sizes ranged from 7 to 20 mm on computed tomography, averaging 15 mm. There were 11 Noguchi type A tumors, 54 type B tumors, 24 type C tumors, one malignant lymphoma and 5 non-cancerous lesions. All cancers showed no vessel invasion. With a median follow-up period of 88 months, there have been no recurrences. CONCLUSION: So far, high-resolution computed tomography appears to predict non- or minimally invasive ground-glass opacity lung cancers with high reliability, warranting limited resection as curative surgery in this cohort.