Literature DB >> 31174496

A prospective observational study to assess PD-L1 expression in small biopsy samples for non-small-cell lung cancer.

Akihito Tsunoda1, Kei Morikawa2, Takeo Inoue1, Teruomi Miyazawa1, Masahiro Hoshikawa3, Masayuki Takagi3, Masamichi Mineshita1.   

Abstract

BACKGROUND: Programmed cell death-1 (PD-1) immune checkpoint inhibitor antibody has proven to be effective in advanced non-small cell lung cancer (NSCLC) patients positive for programmed cell death-1 ligand-1 (PD-L1). However, there are currently no prospective studies evaluating PD-L1 expression for small biopsy samples.
METHODS: To prospectively investigate the reliability of small samples for NSCLC, we included patients who underwent diagnostic biopsy by flexible bronchoscopy, computed tomography (CT) and ultra-sonography (US) guided core-needle to determine the PD-L1 expression status. In pathologically confirmed NSCLC, PD-L1 expression was evaluated using companion diagnostic PD-L1 immunohistochemistry. We evaluated: 1) tumor cell count and sample size, 2) tumor proportion score (TPS): <1, 1-49%, 50%≦, and 3) the concordance rate of TPS by biopsy and surgical samples.
RESULTS: Of the 153 cases of PD-L1 expression, 110 were assessed using endobronchial ultrasonography guided transbronchial biopsy (EBUS-TBB) (thin bronchoscopy 84 cases; normal bronchoscopy 26 cases), 23 were endobronchial ultrasonography guided transbronchial needle aspiration (EBUS-TBNA), and 20 cases of CT or US-guided core-needle biopsy. Tumor cell count and sample size were significantly larger for normal bronchoscopy than thin bronchoscopy or EBUS-TBNA samples. Moreover, tumor cell counts for each subsequent biopsy decreased. In all cases, TPS distribution (undiagnosed, <1%, 1-49, 50%≦) was 2.6, 34.6, 31.4, 31.4%, respectively. TPS positive cases using thin bronchoscope was 55.9%, normal bronchoscope was 73.1% and EBUS-TBNA was 78.3%. In early stage adenocarcinoma, TPS was lower compared with advanced stages. Conversely, in squamous cell carcinoma, the rates of TPS were similar regardless of stage. The concordance rate of TPS by biopsy and surgical materials was 86.7%.
CONCLUSION: Utilizing smaller samples for evaluation, the frequency of TPS was comparable to past clinical trials using larger samples. The differences in TPS were influenced by diagnostic tools, cancer histologic types and staging. The concordance of TPS between EBUS-TBB samples and surgical materials was high. TRIAL REGISTRATION: This study was performed at the Department of Respiratory Medicine at St. Marianna University School of Medicine Hospital, with ethics approval (#3590) and registered as a clinical trial ( UMIN000027030 ).

Entities:  

Keywords:  Bronchoscopy; Immunohistochemistry; Lung cancer; Pathology

Mesh:

Substances:

Year:  2019        PMID: 31174496      PMCID: PMC6555021          DOI: 10.1186/s12885-019-5773-3

Source DB:  PubMed          Journal:  BMC Cancer        ISSN: 1471-2407            Impact factor:   4.430


Background

The development of immune checkpoint inhibitors has changed chemotherapy for non-small cell lung cancer (NSCLC) and other malignancies. In recent years, many immune checkpoint inhibitors were developed and approved after promising results in clinical trials. In Japan, nivolumab, pembrolizumab, and atezolizumab are approved for the treatment of advanced NSCLC [1-5]. Pembrolizumab is a humanized anti–programmed cell death 1 (PD-1) monoclonal antibody that inhibits PD-1 from binding to programmed cell death-1 ligand-1 (PD-L1). In a phase I clinical trial (KEYNOTE-001), pembrolizumab showed antitumor efficacy for patients with advanced NSCLC and PD-L1 positive expression [1]. This trial concluded that pembrolizumab was more effective in tumor cells with more than 50% PD-L1 expression. A phase III clinical trial (KEYNOTE-024) enrolled 305 previously untreated patients who were diagnosed with advanced NSCLC, with more than 50% PD-L1 expression. This study revealed that pembrolizumab was more effective in progression-free survival, overall survival, and a higher response rate than platinum-based chemotherapy [4]. From these study results, approval of 22C3 assay was granted by the U.S. food and drug administration as a companion diagnostic to predict the clinical response to pembrolizumab treatment [6-9]. In Japan, small biopsy samples collected by bronchoscopic examination are often used for diagnosing lung cancer [10-13]. However, since surgically resected specimens and core-needle biopsy samples were used to estimate drug potency in past clinical trials, there is little known regarding the reliability of small biopsy samples [14, 15]. In addition, although some studies evaluated the reliability of small biopsy samples, most of these studies were retrospective in nature, or were assessed by different antibodies [13-15].

Methods

Aim and study design

The aim of this study is to prospectively investigate the reliability of small samples for NSCLC cases to determine the status of PD-L1 expression. In pathologically confirmed NSCLC, PD-L1 expression was evaluated using companion diagnostic PD-L1 immunohistochemistry at our institution. We evaluated: 1) tumor cell count and sample size, 2) tumor proportion score (TPS): <1, 1–49%, 50%≦ and 3) the concordance rate of TPS by biopsy and surgical samples.

Patient selection

We prospectively enrolled patients who underwent diagnostic biopsy procedures from March 2017 to August 2018. In this study, patients were examined through Japan’s health insurance, and written informed consent was obtained from all participants. Included patients were suspected of lung cell carcinoma by computed tomography (CT) or positron emission tomography - computed tomography (PET-CT) imaging. Diagnostic biopsy samples were obtained by flexible bronchoscopy and core-needle biopsy, at initial examination.

Diagnostic procedures

We selected the most appropriate diagnostic method for each case by taking into consideration patient safety and diagnostic rates. For bronchoscopic examinations, endobronchial ultrasonography (EBUS) (Endoscopic Ultrasound Center; EU-ME2, Olympus, Tokyo, Japan) was routinely used in combination with endobronchial ultrasonography guided transbronchial biopsy (EBUS-TBB) and endobronchial ultrasonography guided transbronchial needle aspiration (EBUS-TBNA) with flexible bronchoscope. EBUS-TBB was undertaken using a thin bronchoscope (BF-P260F, Olympus, Tokyo, Japan) or normal bronchoscope (BF-1 T260, Olympus, Tokyo, Japan). For EBUS-TBB, imaging of the peripheral pulmonary lesions was confirmed using a miniature ultrasound probe (UM-S20-17S, 20 MHz center frequency, radial type, Olympus, Tokyo, Japan), and samples were obtained by a guide sheath kit (K-201, 203 guide-sheath kit, Olympus, Tokyo, Japan). After confirmation of the ultrasound probe within the target lesion, brushing and biopsy forceps were performed alternately, for a minimum of 5 times. EBUS-TBNA was undertaken using a flexible fiberscope (BF-UC260F, Olympus, Tokyo, Japan), and performed 2 to 3 times with a 22-gauge needle (Single Use Aspiration Needle; NA-201SX-4022, Olympus, Tokyo, Japan). CT-guided core needle biopsy was performed 2 to 3 times with a semi-automatic aspiration device (Temno Evolution, Care Fusion Japan, Tokyo, Japan). The needle size was 20 gauge, and the length of the needle was 11 or 15 cm. US-guided core needle biopsy was usually performed at least 3 times.

Pathological diagnosis

Pathological diagnosis was conducted by pathologist using hematoxylin-eosin (HE) stained slides. After the diagnosis of NSCLC, PD-L1 immunohistochemistry staining of each biopsy sample was conducted and assessed by at least two pathologists. The samples, which were formalin-fixed and paraffin-embedded, were sliced at a thickness of 4 μm. The sections were processed for 20 min at 97 °C for deparaffinized and inactivating enzymes. Sequentially, the samples were stained for PD-L1 with an anti-human PD-L1 antibody. PD-L1 expression was evaluated in our institution using companion diagnostic PD-L1 immunohistochemistry (IHC) (PD-L1 IHC 22C3, pharmDx, Dako/Agilent, Santa Clara, United States) with autostainer Link 48, detecting driver mutation in parallel. Following the standard recommendation of previous publications, PD-L1 protein expression was determined by TPS, which is the percentage of viable tumor cells showing partial or complete membrane staining. PD-L1 expression was classified into three levels: no TPS (<1%), low TPS (1–49%), and high TPS (50%≦). Figure 1 shows typical cases for each TPS level. Using HE and PD-L1 stained slides, we manually assessed the number of tumor cells, the sample size (diameter), the crush rate with a cut-off value of <5, 5–50%, 50%<, and the TPS for each biopsy sample using the slide that contained the most tumor cells.
Fig. 1

The typical cases for each TPS level: < 1, 1–49%, 50%≦. a The TPS was under 1%; no TPS. b The TPS was 20%; low TPS. c The TPS was 80%; high TPS. The TPS level was evaluated by pathologists who completed training courses in TPS estimation

TPS: tumor proportion score

The typical cases for each TPS level: < 1, 1–49%, 50%≦. a The TPS was under 1%; no TPS. b The TPS was 20%; low TPS. c The TPS was 80%; high TPS. The TPS level was evaluated by pathologists who completed training courses in TPS estimation TPS: tumor proportion score

Comparison of small biopsy samples and surgical specimens

In patients assessed as early stage NCSLC by diagnostic procedures, small biopsy and resected specimens were compared from the standpoint of TPS after surgical operation. We evaluated the concordance rate for TPS, which was under the 20% threshold to differentiate between small biopsy and surgical specimen.

Statistical analysis

JMP pro 13 (SAS Institute Japan, Tokyo, Japan) was used for statistical analysis. We analyzed the differences of tumor cell counts and sample sizes in each method non-parametrically using the Wilcoxon rank-sum test. A P-value of less than 0.05 was considered statistically significant.

Results

A total of 153 patients were eligible for this study. Patients’ characteristics are shown in Table 1. The biopsy methods performed for each case were: 110 for EBUS-TBB; 84 for thin bronchoscope, 26 for normal bronchoscope; 23 for EBUS-TBNA, and 20 cases were core-needle biopsy. For pathological subtypes, 59.5% were adenocarcinoma, 35.9% were squamous cell carcinoma, and 4.6% were others. Smoking histories were observed for 86.3% of patients.
Table 1

Characteristics of Patients

Biopsy Methods
TBB(BF: P260F)TBB(BF: 1 T260)TBNACore-needle(CT or US)
Patients84262320
Age
 Mean73.468.668.365.9
 Range49–8845–8448–8842–93
Sex
 Male56201614
 Female28676
Smoking status
 Current/Ex70232118
 Never14322
Pathological subtypes
 Adeno5971312
 Squamous231895
 Others2113

TBB transbronchial biopsy, TBNA transbronchial needle aspiration, Adeno adenocarcinoma, Squamous: squamous cell carcinoma

Characteristics of Patients TBB transbronchial biopsy, TBNA transbronchial needle aspiration, Adeno adenocarcinoma, Squamous: squamous cell carcinoma Table 2 shows the number of tumor cells, crush artifact or necrotic changes, and sample sizes of each specimen and for each method. Ninety-three percent of cases contained enough tumor cells (over 100 tumor cells) for TPS evaluation. Normal size bronchoscope biopsy method was able to obtain more tumor cells than thin bronchoscope. In small samples that were obtained by thin bronchoscopy, 35.7% of cases showed a crush artifact rate of more than 50%. In this study, the sample sizes for normal bronchoscope and core-needle were significantly larger compared with other methods (Table 3).
Table 2

Tumor cell counts, crush artifact or necrotic changes, and sample size for each method

TBB(BF: P260F)TBB(BF: 1 T260)TBNACore-needle(CT or US)
Sample number84262320
Tumor cell counts
 <10011000
 100≦, <1000563143
 1000≦, <200014305
 2000<320912
 Median559695319686593
 Range30–3000380–30,000100–9000100–37,500
Crush artifact or necrotic change, %
 <515171214
 5–5039684
 50<30332
Diameter of biopsy sample, mm, mean (95% C.I.)
 Major axis1.3 (±0.1)3.2 (±0.9)1.6 (±0.4)6.3 (±1.7)
 Minor axis1.0 (±0.1)2.2 (±0.6)1.3 (±0.4)1.1 (±0.8)

TBB transbronchial biopsy, TBNA transbronchial needle aspiration

Table 3

P-value for each method

P-value
tumor cell countsample size
BF P260F vs 1 T260p < 0.0001p < 0.0001
BF P260F vs TBNAp = 0.0128p = 0.2317
BF P260F vs core needlep < 0.0001p < 0.0001
BF 1 T260 vs TBNAp = 0.0004p < 0.0001
BF 1 T260 vs core needlep = 0.7229p = 0.0027
TBNA vs core needlep = 0.0057p < 0.0001

TBNA transbronchial needle aspiration

Tumor cell counts, crush artifact or necrotic changes, and sample size for each method TBB transbronchial biopsy, TBNA transbronchial needle aspiration P-value for each method TBNA transbronchial needle aspiration Figure 2a shows the percentage of TPS for all pathological cases. The ratio of high TPS was 31.4%, low TPS was 31.4% and no TPS was 34.6%. While squamous cell carcinoma represented 72.7% of TPS positive cases, adenocarcinoma was comprised of 57.2%. For each method, TPS positive cases using thin bronchoscope was 55.9%, normal bronchoscope was 73.1%, and EBUS-TBNA was 78.3% (Fig. 2b).
Fig. 2

a The total percentage of TPS for each pathological case. b The total percentage of TPS for each biopsy method. Red indicates high TPS (50%≦), yellow indicates low TPS (1–49%), and blue indicates no TPS (<1%). Gray indicates undiagnosed cases. Ad: adenocarcinoma, Sq: squamous cell carcinoma. TBNA: transbronchial needle aspiration

a The total percentage of TPS for each pathological case. b The total percentage of TPS for each biopsy method. Red indicates high TPS (50%≦), yellow indicates low TPS (1–49%), and blue indicates no TPS (<1%). Gray indicates undiagnosed cases. Ad: adenocarcinoma, Sq: squamous cell carcinoma. TBNA: transbronchial needle aspiration Table 4 shows TPS expression by cancer stage. In adenocarcinoma, early stage cases (stageI and II), showed 16.1% high TPS compared to advanced stage cases (stage III and IV), with 34.5%. In early stage cases, 48.4% showed no TPS. In squamous cell carcinoma, the rates of TPS were similar regardless of stage.
Table 4

The difference of TPS by staging

TPS
highlownoundiagnosed
Adenocarcinoma
StageI, II511150
(%)16.135.548.40
StageIII, IV2015212
(%)34.525.936.23.5
Squamous cell carcinoma
StageI, II6641
(%)35.335.323.55.9
StageIII, IV121471
(%)35.341.220.62.9
The difference of TPS by staging Tumor cell counts in biopsy samples for each method are shown in Fig. 3. We were able to obtain over 100 tumor cells in nearly every case, which is necessary for evaluating PD-L1 expression. These results showed that earlier samples obtained more tumor cells. However, after the first biopsy, the number of tumor cells for subsequent biopsies decreased. In 11 cases, there were less than 100 tumor cells per sample.
Fig. 3

The subsequent median number of tumor cell counts with 95% confidential interval for each biopsy method. a Comparison of tumor cells using thin bronchoscopy (BF-P260F), (b) normal bronchoscopy (BF-1 T260), (c) EBUS-TBNA, and (d) CT or US-guided core-needle biopsy. EBUS-TBNA: endobronchial ultrasonography - transbronchial needle aspiration. CT: computed-tomography. US: ultra-sonography

The subsequent median number of tumor cell counts with 95% confidential interval for each biopsy method. a Comparison of tumor cells using thin bronchoscopy (BF-P260F), (b) normal bronchoscopy (BF-1 T260), (c) EBUS-TBNA, and (d) CT or US-guided core-needle biopsy. EBUS-TBNA: endobronchial ultrasonography - transbronchial needle aspiration. CT: computed-tomography. US: ultra-sonography Table 5 shows a comparison of PD-L1 expression between smaller biopsy samples and surgical specimens in 30 cases. Smaller biopsies were taken by thin bronchoscope. The concordance rate was 86.7%, which was under the 20% threshold to differentiate TPS between small biopsy and resected samples. Additional file 1 shows all raw data of this study.
Table 5

The comparison of PD-L1 expression between small biopsy samples and surgical specimens

CaseSexSmokingLocationPathology (dominant %)Size of lesion (mm)SUV maxBFTumor cell count for BFTPS in BF (%)TPS in operation (%)
1FneverLingAd (papi 85)24 × 204.0P260F700010
2MformerRLAd (acinar 70)17 × 134.0P260F16000
3MformerLingAd (enteric)18 × 185.6P260F600010
4McurrentLLPleomorphic40 × 288.1P260F50050100
5McurrentRLSq40 × 3513.4P260F4002030
6FneverLUAd (lepidic 90)17 × 164.1P260F1407070
7FformerLUAd (papi 70)25 × 224.6P260F1200010
8MformerRUAd (lepi/aci 60/30)27 × 2520.4P260F80000
9FneverLUAd (solid/lepi 60/30)25 × 189.4P260F70500
10FneverLLAd (lepi/aci/papi 50/20/20)25 × 253.9P260F28000
11MformerLLAd (papi 60)18 × 166.3P260F2205030
12FformerRUAd (papi/lepi 90/10)15 × 123.1P260F17000
13MformerLLAd (solid 100)43 × 4011P260F16090100
14FneverLUAd (aci/lepi/papi/micropapi 40/20/20/20)18 × 172.2P260F1204010
15MformerRUAd (papi/lepi/solid 30/10/10)27 × 242.9P260F3402010
16MformerLUAd (solid//papi/aci 50/30/20)26 × 123.2P260F22000
17MformerRUAd (aci/lepi/papi 65/30/5)36 × 205.3P260F5303030
18MformerRLMucinous64 × 299.3P260F45000
19MformerLUSquamous20 × 158P260F4503010
20FformerRUSquamous12 × 814.2P260F100000
21MneverRUAd (papi/aci/lepi/micropapi 60/20/10/10)33 × 203.4P260F100010
22MformerRUAd (papi/lepi 60/40)35 × 256P260F100300
23FformerRMAd (papi/lepi/aci 60/20/20)23 × 183.8P260F700010
24MformerRUAd (micropapi/aci/papi/lepi 50/20/20/10)13 × 133.1P260F6001020
25MformerLUMucinous25 × 231.7P260F200100
26MformerRMLarge30 × 254.8P260F2007090
27MformerRUMucinous70 × 358.2P260F30000
28MformerRUSquamous45 × 207P260F35000
29FformerRUAd (solid/papi 80/20)45 × 3814.1P260F1000200
30FformerLUSquamous50 × 304.8P260F50010

Aci acinar, Papi papillary, lepi lepidic, micropapi micropapillary, SUV standardized uptake value, RU right upper lobe, RM right middle lobe, RL right lower lobe, LU left upper segment, Ling left lingular segment, LL left lower lobe

The comparison of PD-L1 expression between small biopsy samples and surgical specimens Aci acinar, Papi papillary, lepi lepidic, micropapi micropapillary, SUV standardized uptake value, RU right upper lobe, RM right middle lobe, RL right lower lobe, LU left upper segment, Ling left lingular segment, LL left lower lobe

Discussion

This is the first report, to our knowledge, to prospectively investigate TPS for small biopsy samples in clinical practice. Bronchoscopic examinations are widely conducted as an initial diagnostic procedure. Hence, the assessment of reliability for small samples is important in the decision-making process for induction of immuno-checkpoint inhibitor as a first line treatment [1, 4, 5, 13–15]. For each case in this study, the ratio of TPS (<1, 1–49%, 50%≦) was approximately equal to past studies [5]. In a previous report outlining TPS assessment guidelines, samples should contain at least 100 tumor cells for TPS assessment [16]. Although there were differences in the sample sizes for each method, we were able to obtain at least 100 tumor cells for our small samples. In particular, this study revealed the differences in specimen size between thin bronchoscopy, normal bronchoscopy and other methods. Moreover, our approach revealed that tumor cells from subsequent biopsies decreased which might be due to localized bleeding from repeated biopsies. Therefore, the first and second biopsy samples are considered important for the evaluation of TPS. When there were less than 100 tumor cells per sample, we collected subsequent samples and combined these on one slide for TPS evaluation. For each pathological subtype, the ratio of TPS positive cases was higher in squamous cell carcinoma as previously reported [17]. These cases were more likely located in the central airway and therefore, normal bronchoscopy could easily reach the target lesion and collect an appropriate specimen size. For adenocarcinoma cases, there were some differences observed for TPS between early and advanced cancer stages. It has been suggested that PD-L1 expression increases as the stage of cancer advances. On the other hand, in squamous cell carcinoma, there were no significant differences seen for TPS between early and advanced stage cases. Differences in the pathological diagnosis and cancer staging might influence PD-L1 expression [17-19]. The samples that were obtained by thin bronchoscope tended to collect less tumor cells and show low TPS. This was mainly due to early stage adenocarcinoma, located at the pulmonary peripheral areas, which tended to show low TPS [20]. Another explanation might be that the crush artifact rates were relatively higher for thin bronchoscope samples as previously reported [13]. However, for the comparison of bronchoscopic specimens, which were obtained by thin bronchoscopy or surgically resected, the TPS concordance was relatively high which contrasts with previous retrospective reports [14, 15]. There were some limitations observed in this study. First, this study was performed at a single institution; therefore, these results should be compared against larger multi-center studies. Second, there were less cases for normal bronchoscope, EBUS-TBNA, and core-needle in compared to the number of cases using thin bronchoscope. However, we believe this study emulates real-world circumstances since there are more instances to perform thin bronchoscope. Third, this study included eight post chemotherapy patients (re-biopsy) and seven recurrences after surgery. It could be suggested that these treatments may have influenced PD-L1 expression as previous papers have reported [21]. Forth, this study focused on TPS data only; however, we plan to further evaluate the response of other immune checkpoint inhibitors in future studies.

Conclusion

Small biopsy samples obtained by bronchoscopy were deemed appropriate to evaluate TPS, and the frequency of TPS was comparable to past clinical trials using larger samples for evaluation. Differences in TPS were observed according to diagnostic tools, cancer histologic types and staging. The TPS concordance rate between EBUS-TBB samples and surgical materials was high. The raw data of all cases in this study. (PDF 252 kb)
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6.  Novel predictive factors for patient discomfort and severe cough during bronchoscopy: A prospective questionnaire analysis.

Authors:  Fumi Kobayashi; Takeshi Saraya; Miku Oda; Sho Sakuma; Masato Watanabe; Saori Takata; Masaki Tamura; Hiroki Takakura; Keitaro Nakamoto; Kojiro Honda; Kosuke Ohkuma; Sunao Mikura; Manami Inoue; Aya Hirata; Nozomi Kurokawa; Tatsuya Shirai; Kaori Aso; Akinari Noda; Chika Miyaoka; Yuki Yoshida; Narishige Ishikawa; Kikuko Morita; Eriko Ieki; Hiromi Nakajima; Haruyuki Ishii; Hajime Takizawa
Journal:  PLoS One       Date:  2020-10-19       Impact factor: 3.240

7.  Multiomics analysis reveals a distinct response mechanism in multiple primary lung adenocarcinoma after neoadjuvant immunotherapy.

Authors:  Chao Zhang; Kai Yin; Si-Yang Liu; Li-Xu Yan; Jian Su; Yi-Long Wu; Xu-Chao Zhang; Wen-Zhao Zhong; Xue-Ning Yang
Journal:  J Immunother Cancer       Date:  2021-04       Impact factor: 13.751

Review 8.  PD-L1 Testing in Cytological Non-Small Cell Lung Cancer Specimens: A Comparison with Biopsies and Review of the Literature.

Authors:  Mohammed S I Mansour; Kajsa Ericson Lindquist; Tomas Seidal; Ulrich Mager; Rikard Mohlin; Lena Tran; Kim Hejny; Benjamin Holmgren; Despoina Violidaki; Katalin Dobra; Annika Dejmek; Maria Planck; Hans Brunnström
Journal:  Acta Cytol       Date:  2021-07-07       Impact factor: 2.319

9.  Suitability of Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration versus Paired Transbronchial Biopsy Specimens for Evaluating Programmed Death Ligand-1 Expression in Stage III and IV Lung Cancer: A Comparative Retrospective Study.

Authors:  Hiroki Matsuoka; Tomoyuki Araya; Toshiyuki Kita; Nanao Terada; Kenta Yamamura; Shingo Nishikawa; Yuichi Tambo; Takashi Sone; Hideharu Kimura; Akishi Ooi; Satomi Kasashima; Atsuhiro Kawashima; Kazuo Kasahara
Journal:  J Cancer       Date:  2021-05-27       Impact factor: 4.207

10.  Feasibility of comprehensive genotyping specimens from radial endobronchial ultrasonography and electromagnetic navigation bronchoscopy.

Authors:  Maxime Robin; Laurent Mhanna; Leonor Chaltiel; Gavin Plat; Valentin Héluain; Céline Basset; Julie Meilleroux; Thomas Filleron; Julien Mazières; Christophe Hermant; Nicolas Guibert
Journal:  ERJ Open Res       Date:  2021-07-19
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