Difference of lower airway microbiome in bilateral protected specimen brush between lung cancer patients with unilateral lobar masses and control subjects

From BugSigDB
Reviewed Marked as Reviewed by Claregrieve1 on 2022/09/1
study design
Citation
PMID PubMed identifier for scientific articles.
DOI Digital object identifier for electronic documents.
URI
Authors
Liu HX, Tao LL, Zhang J, Zhu YG, Zheng Y, Liu D, Zhou M, Ke H, Shi MM, Qu JM
Journal
International journal of cancer
Year
2018
Keywords:
16S rRNA, bacteria, lower airway, lung cancer, microbiota
The functional role of respiratory microbiota has attracted an accumulating attention recently. However, the role of respiratory microbiome in lung carcinogenesis is mostly unknown. Our study aimed to characterize and compare bilateral lower airway microbiome of lung cancer patients with unilateral lobar masses and control subjects. Protected bronchial specimen brushing samples were collected from 24 lung cancer patients with unilateral lobar masses (paired samples from cancerous site and the contralateral noncancerous site) and 18 healthy controls undergoing bronchoscopies and further analyzed by 16S rRNA amplicon sequencing. As results, significant decreases in microbial diversity were observed in patients with lung cancer in comparison to the controls, alpha diversity steadily declined from healthy site to noncancerous to cancerous site. Genus Streptococcus was significantly more abundant in cancer cases than the controls, while Staphylococcus was more abundant in the controls. The area under the curve of genus Streptococcus used to predict lung cancer was 0.693 (sensitivity = 87.5%, specificity = 55.6%). The abundance of genus Streptococcus and Neisseria displayed an increasing trend whereas Staphylococcus and Dialister gradually declined from healthy to noncancerous to cancerous site. Collectively, lung cancer-associated microbiota profile is distinct from that found in healthy controls, and the altered cancer-associated microbiota is not restricted to tumor tissue. The genus Streptococcus was abundant in lung cancer patients and exhibited moderate classification potential. The gradual microbiota profile shift from healthy site to noncancerous to paired cancerous site suggested a change of the microenvironment associated with the development of lung cancer.

Experiment 1


Reviewed Marked as Reviewed by Folakunmi on 2024-2-4

Curated date: 2021/01/10

Curator: WikiWorks

Revision editor(s): WikiWorks, Folakunmi

Subjects

Location of subjects
China
Host species Species from which microbiome was sampled. Contact us to have more species added.
Homo sapiens
Body site Anatomical site where microbial samples were extracted from according to the Uber Anatomy Ontology
Lung Pulmo,Lung,lung
Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
Lung cancer alveolar cell carcinoma,cancer of lung,lung cancer,lung cancer, protection against,lung neoplasm,malignant lung neoplasm,malignant lung tumor,malignant neoplasm of lung,malignant neoplasm of the lung,malignant tumor of lung,malignant tumor of the lung,Nonsmall cell lung cancer,Lung cancer
Group 0 name Corresponds to the control (unexposed) group for case-control studies
controls
Group 1 name Corresponds to the case (exposed) group for case-control studies
cancerous site
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
diagnosis of lung cancer established by histological confirmation
Group 0 sample size Number of subjects in the control (unexposed) group
18
Group 1 sample size Number of subjects in the case (exposed) group
24
Antibiotics exclusion Number of days without antibiotics usage (if applicable) and other antibiotics-related criteria used to exclude participants (if any)
none

Lab analysis

Sequencing type
16S
16S variable region One or more hypervariable region(s) of the bacterial 16S gene
V3-V4
Sequencing platform Manufacturer and experimental platform used for quantifying microbial abundance
Illumina

Statistical Analysis

Data transformation Data transformation applied to microbial abundance measurements prior to differential abundance testing (if any).
relative abundances
Statistical test
LEfSe
Significance threshold p-value or FDR threshold used for differential abundance testing (if any)
0.05
MHT correction Have statistical tests be corrected for multiple hypothesis testing (MHT)?
No
LDA Score above Threshold for the linear discriminant analysis (LDA) score for studies using the popular LEfSe tool
3.5

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
decreased
Simpson Estimator of species richness and species evenness: more weight on species evenness
increased

Signature 1

Reviewed Marked as Reviewed by Claregrieve1 on 2022/09/1

Curated date: 2021/01/10

Curator: Fatima Zohra

Revision editor(s): Claregrieve1, WikiWorks

Source: Figure 3

Description: Differentially abundant taxa between T (patients in cancerous site) and N (normal) groups

Abundance in Group 1: increased abundance in cancerous site

NCBI Quality ControlLinks
Mycobacteriales
Streptococcaceae
Streptococcus

Revision editor(s): Claregrieve1, WikiWorks

Signature 2

Reviewed Marked as Reviewed by Claregrieve1 on 2022/09/1

Curated date: 2021/01/10

Curator: Fatima Zohra

Revision editor(s): Claregrieve1, WikiWorks

Source: Figure 3

Description: Differentially abundant taxa between T (patients in cancerous site) and N (normal) groups

Abundance in Group 1: decreased abundance in cancerous site

NCBI Quality ControlLinks
Moraxellaceae
Staphylococcaceae
Staphylococcus

Revision editor(s): Claregrieve1, WikiWorks

Experiment 2


Reviewed Marked as Reviewed by Claregrieve1 on 2022/09/1

Curated date: 2021/01/10

Curator: WikiWorks

Revision editor(s): Claregrieve1, WikiWorks, Folakunmi

Differences from previous experiment shown

Subjects

Group 1 name Corresponds to the case (exposed) group for case-control studies
paired contralateral non-cancerous site in lung cancer patients
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
paired contralateral non-cancerous site samples from patients with diagnosis of lung cancer established by histological confirmation

Lab analysis

Statistical Analysis

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
unchanged
Simpson Estimator of species richness and species evenness: more weight on species evenness
unchanged

Signature 1

Reviewed Marked as Reviewed by Claregrieve1 on 2022/09/1

Curated date: 2021/01/10

Curator: Fatima Zohra

Revision editor(s): Claregrieve1, WikiWorks

Source: Figure 3

Description: Differentially abundant taxa between TN (contralateral non-cancerous site) and N (normal) groups

Abundance in Group 1: increased abundance in paired contralateral non-cancerous site in lung cancer patients

NCBI Quality ControlLinks
Capnocytophaga
Flavobacteriaceae
Flavobacteriales
Flavobacterium
Haemophilus
Lactobacillales
Leptotrichia
Leptotrichiaceae
Neisseria
Neisseriaceae
Neisseriales
Pasteurellaceae
Pasteurellales
Selenomonas
Streptococcaceae
Streptococcus

Revision editor(s): Claregrieve1, WikiWorks

Signature 2

Reviewed Marked as Reviewed by Claregrieve1 on 2022/09/1

Curated date: 2021/01/10

Curator: Fatima Zohra

Revision editor(s): Claregrieve1, WikiWorks

Source: Figure 3

Description: Differentially abundant taxa between TN (contralateral non-cancerous site) and N (normal) groups

Abundance in Group 1: decreased abundance in paired contralateral non-cancerous site in lung cancer patients

NCBI Quality ControlLinks
Acinetobacter
Lachnospiraceae
Moraxellaceae
Pseudomonadales

Revision editor(s): Claregrieve1, WikiWorks

Experiment 3


Reviewed Marked as Reviewed by Claregrieve1 on 2022/09/1

Curated date: 2021/01/10

Curator: WikiWorks

Revision editor(s): Claregrieve1, WikiWorks, Folakunmi

Differences from previous experiment shown

Subjects

Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
Sampling site Sampling site,sampling site
Group 0 name Corresponds to the control (unexposed) group for case-control studies
paired contralateral non-cancerous site (TN)
Group 1 name Corresponds to the case (exposed) group for case-control studies
cancerous site (T)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
patients with diagnosis of lung cancer established by histological confirmation
Group 0 sample size Number of subjects in the control (unexposed) group
24

Lab analysis

Statistical Analysis

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
unchanged
Simpson Estimator of species richness and species evenness: more weight on species evenness
unchanged

Signature 1

Reviewed Marked as Reviewed by Folakunmi on 2024-2-2

Curated date: 2021/01/10

Curator: Fatima Zohra

Revision editor(s): WikiWorks, Folakunmi

Source: Figure 3

Description: Differentially abundant taxa between T (patients in cancerous site) and TN (contralateral non-cancerous site) groups

Abundance in Group 1: increased abundance in cancerous site (T)

NCBI Quality ControlLinks
Bacillales
Candidatus Saccharibacteria
Dialister

Revision editor(s): WikiWorks, Folakunmi

Experiment 4


Reviewed Marked as Reviewed by Folakunmi on 2024-2-4

Curated date: 2021/01/10

Curator: WikiWorks

Revision editor(s): Claregrieve1, WikiWorks, Folakunmi

Differences from previous experiment shown

Subjects

Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
Lung cancer alveolar cell carcinoma,cancer of lung,lung cancer,lung cancer, protection against,lung neoplasm,malignant lung neoplasm,malignant lung tumor,malignant neoplasm of lung,malignant neoplasm of the lung,malignant tumor of lung,malignant tumor of the lung,Nonsmall cell lung cancer,Lung cancer
Group 0 name Corresponds to the control (unexposed) group for case-control studies
control group with no antibiotics
Group 1 name Corresponds to the case (exposed) group for case-control studies
cancerous site with no antibiotics
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
patients who have diagnosis of lung cancer established by histological confirmation
Group 0 sample size Number of subjects in the control (unexposed) group
8
Group 1 sample size Number of subjects in the case (exposed) group
13
Antibiotics exclusion Number of days without antibiotics usage (if applicable) and other antibiotics-related criteria used to exclude participants (if any)
3 months

Lab analysis

Statistical Analysis

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
decreased
Simpson Estimator of species richness and species evenness: more weight on species evenness
increased

Signature 1

Reviewed Marked as Reviewed by Folakunmi on 2024-2-2

Curated date: 2021/01/10

Curator: Fatima Zohra

Revision editor(s): Claregrieve1, WikiWorks

Source: Supplemental Figure S1

Description: Significant bacterial difference between To (samples from cancerous site who received no antibiotics prior to 3 months) and No (normal samples who received no antibiotics)

Abundance in Group 1: increased abundance in cancerous site with no antibiotics

NCBI Quality ControlLinks
Capnocytophaga

Revision editor(s): Claregrieve1, WikiWorks

Signature 2

Reviewed Marked as Reviewed by Folakunmi on 2024-2-2

Curated date: 2021/01/10

Curator: Fatima Zohra

Revision editor(s): Claregrieve1, WikiWorks

Source: Supplemental Figure S1

Description: Significant bacterial difference between To (samples from cancerous site who received no antibiotics prior to 3 months) and No (normal samples who received no antibiotics)

Abundance in Group 1: decreased abundance in cancerous site with no antibiotics

NCBI Quality ControlLinks
Comamonadaceae
Deltaproteobacteria
Moraxellaceae
Myxococcales
Paracoccus
Paracoccaceae
Rhodobacterales
Staphylococcaceae
Staphylococcus
Pseudomonadales
Burkholderiales
Alphaproteobacteria
Chitinophagaceae
Clostridia
Clostridiales bacterium
Bacteroidota
Hydrotalea

Revision editor(s): Claregrieve1, WikiWorks

Experiment 5


Reviewed Marked as Reviewed by Folakunmi on 2024-2-4

Curated date: 2024/02/02

Curator: Folakunmi

Revision editor(s): Folakunmi

Differences from previous experiment shown

Subjects

Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
Lung cancer alveolar cell carcinoma,cancer of lung,lung cancer,lung cancer, protection against,lung neoplasm,malignant lung neoplasm,malignant lung tumor,malignant neoplasm of lung,malignant neoplasm of the lung,malignant tumor of lung,malignant tumor of the lung,Nonsmall cell lung cancer,Lung cancer
Group 0 name Corresponds to the control (unexposed) group for case-control studies
control group with no antibiotics (No)
Group 1 name Corresponds to the case (exposed) group for case-control studies
contralateral non-cancerous site with no antibiotics (TNo)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
contralateral non-cancerous site samples from lung cancer patients who received no antibiotics in the prior three months

Lab analysis

Statistical Analysis

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
increased
Simpson Estimator of species richness and species evenness: more weight on species evenness
unchanged

Signature 1

Reviewed Marked as Reviewed by Folakunmi on 2024-2-4

Curated date: 2024/02/03

Curator: Folakunmi

Revision editor(s): Folakunmi

Source: supplementary figure 1

Description: Differentially abundant taxa between TNo (samples from the contralateral noncancerous site of lung cancer patients who received no antibiotics prior to 3 months) and No (control samples who received no antibiotics)

Abundance in Group 1: increased abundance in contralateral non-cancerous site with no antibiotics (TNo)

NCBI Quality ControlLinks
Bacilli
Lactobacillales
Neisseria
Neisseriaceae
Neisseriales
Staphylococcaceae
Staphylococcus

Revision editor(s): Folakunmi

Signature 2

Reviewed Marked as Reviewed by Folakunmi on 2024-2-4

Curated date: 2024/02/03

Curator: Folakunmi

Revision editor(s): Folakunmi

Source: supplementary figure 1

Description: Differentially abundant taxa between TNo (samples from the contralateral noncancerous site of lung cancer patients who received no antibiotics prior to 3 months) and No (control samples who received no antibiotics)

Abundance in Group 1: decreased abundance in contralateral non-cancerous site with no antibiotics (TNo)

NCBI Quality ControlLinks
uncultured bacterium
Coprococcus
Acinetobacter
Caulobacteraceae
Moraxellaceae
Bacteroidaceae
Bacteroides
Burkholderiales
Pseudomonadales
Alphaproteobacteria
Hydrotalea
Lachnospiraceae
Clostridia
Clostridiales bacterium

Revision editor(s): Folakunmi

Experiment 6


Reviewed Marked as Reviewed by Folakunmi on 2024-2-4

Curated date: 2024/02/04

Curator: Folakunmi

Revision editor(s): Folakunmi

Differences from previous experiment shown

Subjects

Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
Sampling site Sampling site,sampling site
Group 0 name Corresponds to the control (unexposed) group for case-control studies
contralateral non-cancerous site with no antibiotics (TNo)
Group 1 name Corresponds to the case (exposed) group for case-control studies
Cancerous site with no antibiotics (To)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
cancerous site samples from lung cancer patients who received no antibiotics in the prior three months
Group 0 sample size Number of subjects in the control (unexposed) group
13

Lab analysis

Statistical Analysis

Alpha Diversity

Shannon Estimator of species richness and species evenness: more weight on species richness
decreased
Simpson Estimator of species richness and species evenness: more weight on species evenness
unchanged

Signature 1

Reviewed Marked as Reviewed by Folakunmi on 2024-2-4

Curated date: 2024/02/04

Curator: Folakunmi

Revision editor(s): Folakunmi

Source: supplementary figure 1

Description: Differentially abundant taxa between TNo (samples from the contralateral noncancerous site of lung cancer patients who received no antibiotics prior to 3 months) and To (cancerous site samples of lung cancer patients who received no antibiotics prior to 3 months)

Abundance in Group 1: increased abundance in Cancerous site with no antibiotics (To)

NCBI Quality ControlLinks
Corynebacteriaceae
Acidaminococcaceae
Phascolarctobacterium

Revision editor(s): Folakunmi