A systematic review and meta analysis of the valve of SHOX2 and RASSF1A gene methylation in bronchial elveslar lavage fluid in the diagnosis of lung cancer

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This systematic review and meta-analysis investigates the correlation between SHOX2 and RASSF1A gene promoter methylation in bronchial lavage fluid and lung cancer diagnosis.

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This paper is a registered systematic review and meta-analysis protocol (PROSPERO CRD42022330609) that will examine the diagnostic association between promoter methylation of the SHOX2 and RASSF1A genes and lung cancer, using bronchoalveolar lavage fluid methylation results and pathological diagnosis as the gold standard. The authors plan to search PubMed, Cochrane Library, EMBASE, and Web of Science plus CNKI, VIP, Wanfang, and Chinese Biomedicine for studies published through April/May 2022, and to extract methylation rates in lung cancer versus normal or benign control tissues, with quality assessment using QUADAS and bias/risk evaluation with Review Manager 5.3. A major caveat is that this is only a protocol/preprint and does not yet provide pooled diagnostic estimates or meta-analytic results, and it specifies inclusion/exclusion criteria that may exclude studies with incomplete data. This paper does not explicitly discuss endometriosis or adenomyosis; it was included in the corpus via a keyword match in the upstream search index.

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Abstract

Introduction The incidence of lung cancer worldwide has been increasing in recent years, and the latest cancer data published by the WHO International Agency for Research on Cancer in 2021 shows that lung cancer remains the cancer with the highest mortality rate. The sensitivity of early screening methods for lung cancer is not ideal. Because early lung cancer is mostly located in nodules with a diameter of 1 cm, it is difficult to obtain a definite pathological diagnosis from living tissue specimens. Therefore, it is necessary to find less invasive and effective tests to help detect lung cancer early. Therefore, the purpose of this systematic review (SR) and meta-analysis will be to analyze and explore the correlation between promoter methylation of SHOX2 and RASSF1A genes and lung cancer, and to provide a reference for early clinical diagnosis. Methods and Analysis The relevant literature will be comprehensively searched in 4 international electronic databases (PubMed, Cochrane Library, EMBASE and Web of Science) and 4 Chinese electronic databases (CNKI, VIP, Wanfang, Chinese Biomedicine). We only included studies from inception until publication in May 2022. The primary outcome measure was the methylation rate of the SHOX2 and RASSF1A gene promoters in lung cancer tissue and normal lung tissue in the control group in lung cancer patients. Secondary outcome measures included methylation rates of promoters of SHOX2 and RASSF1A genes in different tissue samples. Two reviewers will conduct independent research selection, data extraction, data synthesis and quality assessment. The assessment of bias risk and data synthesis will be conducted using Review Manager 5.3 software. The Cochrane Collaboration’s Bias Risk Assessment Tool (QUADAS) will be used to assess the quality of the individual studies included. Discussion This systematic review will help to clarify the correlation between PROMOTER methylation of the SHOX2 and RASSF1A genes with lung cancer, providing clinical evidence for early clinical diagnosis. Trial registration number CRD42022330609 (PROSPERO)
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Abstract

Introduction: The incidence of lung cancer worldwide has been increasing in recent years, and the latest cancer data published by the WHO International Agency for Research on Cancer in 2021 shows that lung cancer remains the cancer with the highest mortality rate. The sensitivity of early screening methods for lung cancer is not ideal. Because early lung cancer is mostly located in nodules with a diameter of 1 cm, it is difficult to obtain a definite pathological diagnosis from living tissue specimens. Therefore, it is ne cessary to find less invasive and effective tests to help detect lung cancer early. Therefore, the purpose of this systematic review (SR) and meta- analysis will be to analyze and explore the correlation between promoter methylation of SHOX2 and RASSF1A genes and lung cancer, and to provide a reference for early clinical diagnosis.

Methods

and Analysis: The relevant literature will be comprehensively searched in 4 international electronic databases (PubMed, Cochrane Library, EMBASE and Web of Science) and 4 Chinese electronic databases (CNKI, VIP, Wanfang, Chinese Biomedicine). We only included studies from inception until publication in May 2022. The primary outcome measure was the methylation rate of the SHOX2 and RASSF1A gene promoters in lung cancer tissue and normal lung tissue in the control group in lung cancer patients. Secondary outcome measures included methylation rates of promot ers of SHOX2 a nd RASSF1A genes in different tissue samples. Two reviewers will conduct independent research selection, data extraction, data synthesis and quality assessment. The assessment of bias risk and data synthesis will be conducted using Review Manager 5.3 software. The Cochrane Collaboration's Bias Risk Assessment Tool (QUADAS) will be used to assess the quality of the individual studies included.

Discussion

This systematic review will help to clarify the correlation between PROMOTER methylation of the SHOX2 and RASSF1A genes with lung cancer, providing clinical evidence for early clinical diagnosis. Trial registration number: CRD42022330609 (PROSPERO)

Keywords

Non-Small Cell Lung Cancer, meta-analysis, methylation, protocol Abbreviations: NSCLC = Non-Small Cell Lung Cancer , CI = confidence interval , PRISMA-P = Preferred Reporting Item for Systematic Review and Meta-analysis, OR = Odds ratio, TCM = traditional Chinese medicine, SHOX2=short stature home- obox 2, RASSF1A=ras associ- ation domain family 1 Data sharing not applicable to this article as no datasets were generated or analyzed during the current study. The authors report no conflicts of interest. This research didn't receive grants from any funding agency in the public, commercial or not-for-profit sectors. Author: Shanyang Su, Master, Shenzhen Bao'an Traditional Chinese Medicine Hospital,Guangzhou University of Chinese Medicine; Yanling Huang, Master, Shenzhen Bao'an Traditional Chinese Medicine Hospital,Guangzhou University of Chinese Medicine; Xiang Lu, Master, Shenzhen Bao'an Traditional Chinese Medicine Hospital,Guangzhou University of Chinese Medicine; Wenjia Li , Master, Shenzhen Bao'an . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted June 10, 2022. ; https://doi.org/10.1101/2022.05.31.22275806doi: medRxiv preprint NOTE: This preprint reports new research that has not been certified by peer review and should not be used to guide clinical practice. 2 Traditional Chinese Medicine Hospital,Guangzhou University of Chinese Medicine; Yongshun Li , Master, Shenzhen Bao'an Traditional Chinese Medicine Hospital,Guangzhou University of Chinese Medicine; Jihong Zhou, Master, Shenzhen Bao'an Traditional Chinese Medicine Hospital,Guangzhou University of Chinese Medicine Correspondence: Jihong Zhou, Dr. , Shenzhen Bao'an Traditional Chinese Medicine Hospital,Guangzhou University of Chinese Medic ine, 518101, Guangdong, China (e-mail: [email protected]). 1. Introduction. Primary bronchial lung cancer, referred to as lung cancer, is a malignant tumor that originates from the bronchial mucosa or glands. Lung cancer is insidious, mostly asymptomatic in the early stage, and clinical manifestations such as cough, sputum blood or hemoptysis, shortness of breath, fever, weight loss, chest pain, dyspnea, dysphagia, and hoarseness in the middle and late stages. Due to poor prognosis due to inadequate early diagnosis, studies have shown a five-year survival rate of only 19.8% in lung cancer patients .[1] The latest cancer data published by WHO's International Agency for Research on Cancer in 2021 shows that lung cancer remains the cancer with the highest mortality rate. [2] In the early diagnosis and early intervention, two-thirds of patients can survive for at least 5 years, and some patients may benefit from long-term survival or even cure lung cancer. [3, 4] Early diagnosis and early treatment of lung cancer is key to improving the five-year survival rate of lung cancer patients. The early screening methods of lung cancer are mainly tumor markers, cytology, imaging and tracheoscopy, but the sensitivity is not ideal, and it is very difficult to distinguish the benign and malignant lesions of small lung nodules. At present, the gold standard for clinical detection of lung cancer is pathological examination, because early lung cancer is mostly located in nodules with a diameter of 1 cm, it is difficult to obtain living tissue specimens to confirm the pathological diagnosis. There have been reports of cytological detection rates of bronchoalveolar lavage fluid in patients with lung cancer, [5] second only to puncture biopsy and malignant pleural effusion cytopathological tests for the diagnosis of lung cancer. [6] The combined detection of early lung cancer by shox2 and RASSF1A gene methylation is more effective than cytological testing, especially if the cytology test is unclear or negative, and can be used as a supplement to cytology tests. [7] It can also improve the detection rate of tumors in small biopsy samples in patients with non-small cell lung cancer, especially when the pathological morphology of small biopsy is difficult to give a definitive diagnosis. [8] The combined detection of SHOX2 and RASSF1A gene methylation in alveolar lavage fluid is significantly superior to single-index detection and cytologic detection of alveolar lavage fluid. [9] Some patients with methylated positive lung nodules have been shown to present clinical indications for lung cancer after six months of follow-up, even though pathology and imaging do not support the diagnosis of lung cancer at this stage. [10] The results show that the methylation of tumor suppressor genes such as SHOX2 and RASSF1A is closely related to the early diagnosis of lung cancer, [11] and this study takes the tumor suppressor genes RASSF1A and SHOX2 as examples to comprehensively collect . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted June 10, 2022. ; https://doi.org/10.1101/2022.05.31.22275806doi: medRxiv preprint 3 clinical studies between RASSF1A, SHOX2 gene methylation and lung cancer, and explore the correlation between rassF1A and SHOX2 gene promoter methylation and lung cancer, which provides a reference for early clinical diagnosis. 2. Materials and methods 2.1 Study registration. The study protocol has been registered in PROSPERO (registration number: CRD42022330609). Evaluation reports will be c onducted in accordance with the preferred reporting items in the systematic review and meta-analysis guidelines. 2.2 Study design 2.2.1 Type of participants. Lung cancer patients, patients with benign lung tumors (with a clear pathological diagnosis), and normal people will be included. There are no restrictions on gender, race, curriculum, ethnicity or country. Eligibility criteria: complete bronchoalveolar lavage fluid SHOX2, RASSF1A test with test results, with clear tissue and /or cell pathological results. ) 2.2.2 Type of interventions. Because this is a diagnostic meta, there are no interventions. 2.2.3 Types of outcome measures .The primary outcome will include methylation rates of SHOX2 and RASSF1A gene promoters in lung cancer tissues of patients with lung cancer and normal lung tissues of control group.Secondary outcome will include methylation rates of SHOX2 and RASSF1A gene promoters in the different tissue samples. 2.2.4 Inclusion and exclusion criteri. Studies that met all of the following requirements will be included: (1) Diagnosis: Lung cancer patients diagnosed with pathological diagnosis are the case group, and non-lung cancer patients (benign diseases or healthy people) are the control group; (2) Diagnostic method: The test to be evaluated is bronchoalveolar lavage fluid SHOX2, RASSF1A detection to diagnose lung cancer, with pathological diagnosis as the gold standard; (3) Participants were diagnosed with pulmonary nodules by clinicians based on diagnostic criteria in the original study; At the same time, for multiple reports of the same study, we only include the most recent reports. Studies that met one of the following requirements will be excluded: (1) Incomplete diagnostic data cannot be obtained; (2) Repeated publication and repeated detection; (3) Incomplete data cannot be extracted; (4) Case reports, animal experiments, qualitative studies, reviews or review articles. 2.3 Literature search strategy. We will search articles in four international electronic databases (PubMed, Cochrane Library, EMBASE, and Web of Science) and 4 Chinese electronic databases (China National Knowledge Infrastructure, VIP, Wanfang, and China Biology Medicine).All the publications until 30 April 2022 will be searched without any restriction of countries or article type. . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted June 10, 2022. ; https://doi.org/10.1101/2022.05.31.22275806doi: medRxiv preprint 4 These studies must be published in English or Chinese.

Reference

list of all selected articles will independently screened to identify additional studies left out in the initial search. The literature search will be structured ar ound search terms such as "non-small cell lung cancer, S HOX2 protein, human, RASSF1 protein, human, Bronchoalveolar Lavage Fluids" and adjust each database as needed. PubMed's detailed search strategy is shown in Table 1. The search policy will also be used for any other electronic databases. 2.4 Study selection. In the first step of the data processing process, the retrieval strategy retrieves the titles and abstracts of all studies that are filtered for relevance, and the titles and abstracts of all studies that are clearly irrelevant will be discarded. If the results are not obviously irrelevant, the full text will be downloaded. In the second step, two members of the evaluation panel (Shanyang Su , Yanling Huang) will independently assess the eligibility of the study using the redefined inclusion and exclusion criteria. In addition, for studies that meet the inclusion criteria, reviewers will read the entire article to ensure that the entire study meets the criteria and are prepared to extract relevant information. Any disagreements on whether to include a particular study will be resolved through discussions between reviewers. (with a third author if necessary) to identify and resolve. For data on the missing part, we will contact the study authors for the missing data. The flowchart of all study selection procedures is shown in Figure 1. 2.5 Data extraction. The information extracted by the 2 review team members from the relevant literature will include the first author name, study location, title, journal name, publication year, study environment, study population and participant demographics and baseline characteristics, detection methods, sample size included, methylation rate of promoters of shox2 and RASSF1A genes, number of SHOX2 positive cases, number of RASSF1A positive cases, number of SHOX2 and RASSF1A double positive cases, etc. used to assess the risk of bias. Two reviewers will extract the data independently; Discrepancies will be identified and resolved through discussion. If important data are missing, we will ask the study authors to provide the number of missing data. 2.6 Risk of bias Assessment. The bias risk assessment will involve 2 evaluators in the quality assessment process and any significant differences will be resolved through discussions to determine the final set of studies to be included. The two reviewers independently assessed the risk of bias in the included studies by taking into account the following characteristics: participant representation, gold standard reasonableness, intervals between trials, gold standard blind assessment, uncertain results and other sources of bias. In addition, the Cochrane Collaboration's Bias Risk Assessment Tool (QUADAS) will be used to assess the quality of individual studies included. 2.7 Data synthesis. . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted June 10, 2022. ; https://doi.org/10.1101/2022.05.31.22275806doi: medRxiv preprint 5 We will use Review Manager 5.3 software to carry out the quantitative synthesis if the included studies are sufficiently homogeneous. Mean difference or standardized means difference will be used for continuous data. Odds ratio (OR) will be used for the analysis of dichotomous data. Both we will give a 95% confidence interval (CI). In the case of homogeneous data, if I 2≤ 50%, the fixed-effect model will be adopted for the meta-analysis. Otherwise, the sources of heterogeneity will be further analyzed. After excluding marked clinical heterogeneity, a random-effect model will be adopted to perform the meta- analysis. Sensitivity and bias risk analyses will also be performed. 2.7.1. Analysis of subgroups. There are some planned subgroup analyses will be performed: different tissue samples of lung cancer (eg: tissue, BLAF, serum and pleural effusion), different pathological types of lung cancer (eg: squamous cell carcinoma and adenocarcinoma) 2.7.2. Sensitivity analysis. Sensitivity analysis will be performed to determine the stability of the aggregated results by reducing 1 document at a time. 2.7.3. Reporting bias analysis. Apply Stata 14.0 software to draw Deek's funnel diagrams to identify publication bias in literature. Test level α =0.05. The rate parameter P<0.05, is considered to be publication biased 2.8. Quality of evidence The Grading of Recommendations Assessment, Development, and Evaluation (GRADE) system will be used to assess the quality of the individual studies included. The five items (limitations, inconsistency, indirectness, imprecision, and publication bias) will be used to assess each outcome. 2.9. Patient and Public Involvement Patients or the public were not involved in the design, or conduct, or reporting, or dissemination plans of our research 3. Ethics and dissemination. Because this systematic review will be conducted based on published research, there is no ethical approval requirement. The findings of this systematic review will be published in a peerreviewed journal. 4. Discussion. Abnormal methylation of the DNA gene promoter can be detected in a variety of malignancies and is expected to be a marker for early diagnosis. The occurrence of lung cancer is a complex process of multi-gene participation and multi-stage gradual evolution. The activation of oncogenes and the inactivation of tumor suppressors are closely related to the occurrence and development of lung cancer. Studies have found that epigenetics play an important role in the development of tumors. Gene methylation is a common epigenetic mechanism involved in regulating the occurrence, progression, and metastasis of lung cancer. [12, 13] DNA methylation is currently the most well-studied form of modification in epigenetics. Normal gene methylation is necessary to maintain cell growth and metabolism, while abnormal DNA methylation can trigger . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted June 10, 2022. ; https://doi.org/10.1101/2022.05.31.22275806doi: medRxiv preprint 6 diseases such as tumors. There are many changes in the degree of methylation of many unique tumor-related genes (including oncogenes and tumor suppressor genes) in the early stage of lung cancer, so the detection of DNA methylation is of great significance for the early diagnosis of cancer. SHOX2 is a member of the homologous box gene family that regulates gene expression and controller geneogenesis and cell differentiation. RASSF1A is an important tumor suppressor gene. [14] RASSF1A is closely linked to the occurrence and development of a variety of malignant tumors, is a novel tumor suppressor gene, and RASSF1A is one of the most methylated and common genes in tumors. [15] The in-depth exploration of SHOX2 and RASSF1A genes and their methylation will help promote basic and clinical research on tumors, and provide new directions and ideas for clinical diagnosis and treatment. 5. Author contributions Conceptualization: Shanyang Su , Yanling Huang, Xiang Lu, Wenjia Li , Yongshun Li, Jihong Zhou. Data curation: Xiang Lu, Jihong Zhou. Formal analysis: Shanyang Su, Yanling Huang. Methodology: Shanyang Su, Yanling Huang,Jihong Zhou.. Project administration:. Yongshun Li,Jihong Zhou. Resources: Shanyang Su, Jihong Zhou. Software: Shanyang Su, Yanling Huang. Visualization: Xiang Lu, Wenjia Li. Writing – original draft: Shanyang Su , Yanling Huang , Xiang Lu Writing – review & editing: Yongshun Li, Jihong Zhou, Xiang Lu

References

[1]. Allemani, C., et al., Global surveillance of trends in cancer survival 2000- 14 (CONCORD-3): analysis of individual records for 37 513 025 patients diagnosed with one of 18 cancers from 322 population-based registries in 71 countries. Lancet, 2018. 391(10125): p. 1023-1075. [2]. Sung, H., et al., Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA Cancer J Clin, 2021. 71(3): p. 209-249. [3]. Brody, H., Lung cancer. Nature, 2020. 587(7834): p. S7. [4]. Da, C.D., et al., Lung Cancer: Advances and Insights in Diagnosis, Treatment, and Palliation. Am J Respir Crit Care Med, 2018. 198(5): p. 667-669. [5]. Henschke, C.I., et al., Survival of patients with stage I lung cancer detected on CT screening. The New England journal of medicine, 2006. 355(17). [6]. Jiang Zhengzeng et al.,Diagnostic Value of SHOX2 and RASSF1A Gene Methylation Testing in Pleural Fluid, Cough Up, and Puncture Samples, in The 1st China Clinical Molecular Diagnostic Conference 2018: Shanghai, China. p:1. [7]. Xuemei Zhan,Diagnostic Value of Combined Detection of SHOX2 and RASSF1A Gene Methylation in Early Lung Cancer,2021,Jilin University. p.40. [8]. Tong Zhang et al.,Application value of SHOX2 and RASSF1A gene methylation in the clinicopathological diagnosis of small biopsy samples of non- small cell lung cancer. Journal of Diagnostic Pathology,2022.29(05):p.389-394. [9]. Jiajie Liu, Zelin Xiao, and Shilong Zhuang, Efficacy analysis of early lung nodules by methylation of SHOX2 and RASSF1A genes in alveolar lavage fluids with high-resolution CT three-dimensional reconstruction combined with alveolar lavage fluid.China Practical Medicine,2021.16(17):p.95-97. [10]. Lele Song and Yuemin Li, Clinical transformation status of SHOX2 gene methylation-assisted diagnosis of lung cancer. Chinese Journal of Oncology Biotherapy, 2016. 23(04): pp. 550-554. [11]. Song, L., H. Yu and Y. Li, Diagnosis of Lung Cancer by SHOX2 Gene Methylation Assay. Mol Diagn Ther, 2015. 19(3): p. 159-67. [12]. Koch, A., et al., Analysis of DNA methylation in cancer: location revisited. Nat Rev Clin Oncol, 2018. 15(7): p. 459-466. [13]. Belinsky, S.A., Gene-promoter hypermethylation as a biomarker in lung cancer. Nat Rev Cancer, 2004. 4(9): p. 707-17. [14]. Deng, Q., et al., Predictive value of unmethylated RASSF1A on disease . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted June 10, 2022. ; https://doi.org/10.1101/2022.05.31.22275806doi: medRxiv preprint 7 progression in non-small cell lung cancer patients receiving pemetrexed-based chemotherapy. Cancer Biomark, 2020. 27(3): p. 313-323. [15]. Zhang, C., et al., DNA Methylation Analysis of the SHOX2 and RASSF1A Panel in Bronchoalveolar Lavage Fluid for Lung Cancer Diagnosis. J Cancer, 2017. 8(17): p. 3585-3591. Table 1: PubMed's detailed search strategy Figure 1: The flowchart of all study selection procedures . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted June 10, 2022. ; https://doi.org/10.1101/2022.05.31.22275806doi: medRxiv preprint Figure 1:Flowchart of study selection procedures : . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted June 10, 2022. ; https://doi.org/10.1101/2022.05.31.22275806doi: medRxiv preprint Table 1 Search strategy in PubMed. Serial number Search items #1 Non Small Cell Lung Carcinoma[Mesh] #2 Carcinoma, Non Small Cell Lung[All Fields] #3 Carcinomas, Non-Small-Cell Lung[All Fields] #4 Lung Carcinoma, Non-Small-Cell[All Fields] #5 Lung Carcinomas, Non-Small-Cell[All Fields] #6 Non-Small-Cell Lung Carcinomas[All Fields] #7 Non-Small-Cell Lung Carcinoma[All Fields] #8 Nonsmall Cell Lung Cancer[All Fields] #9 Carcinoma, Non-Small Cell Lung[All Fields] #10 Non-Small Cell Lung Carcinoma[All Fields] #11 Non-Small Cell Lung Cancer[All Fields] #12 #1 or #2 - #11 #13 Bronchoalveolar Lavage Fluids[Mesh] #14 Lavage Fluids, Bronchial[All Fields] #15 Lavage Fluid, Bronchoalveolar[All Fields] #16 Lavage Fluids, Bronchoalveolar[All Fields] #17 Bronchial Alveolar Lavage Fluid[All Fields] #18 Pulmonary Lavage Fluid[All Fields] #19 Lavage Fluid, Pulmonary[All Fields] #20 Lavage Fluids, Pulmonary[All Fields] #21 Pulmonary Lavage Fluids[All Fields] #22 Lavage Fluid, Bronchial[All Fields] #23 Lavage Fluid, Lung[All Fields] #24 Lung Lavage Fluid[All Fields] #25 Lavage Fluids, Lung[All Fields] #26 Lung Lavage Fluids[All Fields] #27 Alveolar Lavage Fluid[All Fields] #28 Alveolar Lavage Fluids[All Fields] #29 Lavage Fluid, Alveolar[All Fields] #30 Lavage Fluids, Alveolar[All Fields] #31 Bronchial Lavage Fluid[All Fields] #32 Bronchial Lavage Fluids[All Fields] #33 #13 or #14 - #32 #34 SHOX2 protein, human[Mesh] #35 short stature homeobox 2 protein, human[All Fields] #36 OG12 protein, human[All Fields] #37 OGI2X protein, human[All Fields] #38 #34 or #35 - #37 #39 RASSF1 protein, human[Mesh] #40 Ras association (RalGDS-AF-6) domain family 1 protein, human[All Fields] #41 RASSF1B protein, human[All Fields] #42 RASSF1C protein, human[All Fields] #43 #39 or #40 - #42 #44 #12 and #33 and #38 and #43 . CC-BY-NC-ND 4.0 International licenseIt is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted June 10, 2022. ; https://doi.org/10.1101/2022.05.31.22275806doi: medRxiv preprint

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