MDPD - Microbiome Database of Pulmonary Diseases

1. Disease-wise BioProjects
2. Disease subgroup-wise BioProjects
3. Disease-wise taxonomic profile
4. Disease-wise similarity analysis
5. Differential analysis of disease pairs
1. Disease-wise BioProjects
foo
2. Disease subgroup-wise BioProjects
COPD
Asthma
Cystic Fibrosis
Lung Cancer
Pneumonia
Tuberculosis
foo
3. Disease-wise taxonomic profile (Krona plot) across isolation sources
Disease Assay type Isolation sources Taxonomic profile (Krona plot)
Asthma Amplicon BAL (22), Bronchial mucosa (24), Sputum (118), Stool (174)
WMS Sputum (5), Stool (25)
COPD Amplicon BAL (4), Lung tissue (18), Sputum (1077)**, Stool (28)
WMS Sputum (15), Stool (44)
COVID-19 Amplicon BAL (57), Stool (202)
WMS Stool (58)
Cystic Fibrosis Amplicon BAL (96), Colon mucus (13), Sputum (188), Stool (309)
WMS Sputum (124), Stool (19)
Pneumonia Amplicon BAL (42), Endotracheal Aspirate (150), Stool (413)
Tuberculosis Amplicon Sputum (58), Stool (149)
WMS Stool (48)
Healthy Amplicon BAL (19), Colon mucus (12), Sputum (11), Stool (392)
WMS Sputum (4), Stool (119)

** - Large Krona files. May take longer time to load.

4. Disease-wise similarity analysis across Gut-Lung biome (UpSet plot and Likert plot)
Disease Assay Type Lung isolation source Gut isolation source Similarity Analysis
Asthma Amplicon Sputum (118) Stool (172)
WMS Sputum (5) Stool (25)
COPD Amplicon Sputum (1077) Stool (28)
WMS Sputum (15) Stool (44)
COVID-19 * Amplicon BAL (57) Stool (202)
Cystic Fibrosis Amplicon Sputum (187) Stool (309)
WMS Sputum (124) Stool (19)
Pneumonia * Amplicon Endotracheal Aspirate (150) Stool (413)
Tuberculosis * Amplicon Sputum (58) Stool (149)
Healthy Amplicon BAL (19) Stool (392)
WMS Sputum (4) Stool (119)

* No WMS data available for COVID-19, Pneumonia and Tuberculosis lung microbiome.

5. Differential analysis of disease pairs (LDA plot and heatmap)
Asthma COPD COVID-19 Cystic Fibrosis Pneumonia Tuberculosis
COPD
COVID-19
Cystic Fibrosis
Pneumonia
Tuberculosis
Healthy
foo

Disease pair: Asthma - COPD

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
Asthma - COPD AmpliconLungSputum
BAL No plot !! SVD error.
GutStool
WMSLungSputum No plot !! SVD error.
GutStool

Disease pair: Asthma - COVID-19

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
Asthma - COVID-19 AmpliconLungBAL
GutStool
WMSGutStool

N.B. - No Lung WMS data available for COVID-19.

Disease pair: Asthma - Cystic Fibrosis

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
Asthma - Cystic Fibrosis AmpliconLungSputum
BAL
GutStool
WMSLungSputum
GutStool

Disease pair: Asthma - Pneumonia

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
Asthma - Pneumonia AmpliconLungBAL
GutStool

N.B. - No WMS data available for Pneumonia.

Disease pair: Asthma - Tuberculosis

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
Asthma - Tuberculosis AmpliconLungSputum
GutStool
WMSGutStool

N.B. - No Lung WMS data available for Tuberculosis.

Disease pair: Asthma - Healthy

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
Asthma - Healthy Amplicon LungBAL
Sputum
GutStool
WMSLungSputum No markers found.
GutStool

Disease pair: COPD - COVID-19

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
COPD - COVID-19 AmpliconLungBAL No plot !! SVD error.
GutStool
WMSGutStool

N.B. - No Lung WMS data available for COVID-19.

Disease pair: COPD - Cystic Fibrosis

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
COPD - Cystic Fibrosis AmpliconLungSputum
GutStool
WMSLungSputum
GutStool

Disease pair: COPD - Pneumonia

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
COPD - Pneumonia AmpliconLungBAL No plot !! SVD error.
GutStool

N.B. - No WMS data available for Pneumonia.

Disease pair: COPD - Tuberculosis

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
COPD - Tuberculosis AmpliconLungSputum
GutStool
WMSGutStool

N.B. - No Lung WMS data available for Tuberculosis.

Disease pair: COPD - Healthy

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
COPD - Healthy Amplicon LungBAL
Sputum
GutStool
WMSLungSputum
GutStool

Disease pair: COVID-19 - Cystic Fibrosis

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
COVID-19 - Cystic Fibrosis AmpliconLungBAL
GutStool
WMSGutStool

N.B. - No Lung WMS data available for COVID-19.

Disease pair: COVID-19 - Pneumonia

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
COVID-19 - Pneumonia AmpliconLungBAL
GutStool

N.B. -
1. No WMS data available for Pneumonia.
2. No Lung WMS data available for COVID-19.

Disease pair: COVID-19 - Tuberculosis

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
COVID-19 - Tuberculosis AmpliconGutStool
WMSGutStool

N.B. -
1. No Lung Amplicon data available of same isolation sources for COVID-19 and Tuberculosis.
2. No Lung WMS data available for both COVID-19 and Tuberculosis.

Disease pair: COVID-19 - Healthy

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
COVID-19 - Healthy Amplicon LungBAL
GutStool
WMSGutStool

N.B. - No Lung WMS data available for COVID-19.

Disease pair: Cystic Fibrosis - Pneumonia

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
Cystic Fibrosis - Pneumonia AmpliconLungBAL
GutStool

N.B. - No WMS data available for Pneumonia.

Disease pair: Cystic Fibrosis - Tuberculosis

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
Cystic Fibrosis - Tuberculosis AmpliconLungSputum No plot !! SVD error.
GutStool
WMSGutStool

N.B. - No Lung WMS data available for Tuberculosis.

Disease pair: Cystic Fibrosis - Healthy

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
Cystic Fibrosis - Healthy Amplicon LungBAL
Sputum
GutColon mucus
Stool
WMSLungSputum
GutStool

Disease pair: Pneumonia - Tuberculosis

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
Pneumonia - Tuberculosis AmpliconGutStool

N.B. -
1. No WMS data available for both Pneumonia
2. No Lung WMS data available for Tuberculosis.
3. No Lung Amplicon data available of same isolation sources for Pneumonia and Tuberculosis.

Disease pair: Pneumonia - Healthy

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
Pneumonia - Healthy Amplicon LungBAL
GutStool

N.B. - No WMS data available for Pneumonia.

Disease pair: Tuberculosis - Healthy

Disease-pairAssay typeBiomeIsolation sourceLDA plotHeatmap
Tuberculosis - Healthy Amplicon LungSputum
GutStool
WMSGutStool

N.B. - No Lung WMS data available for Tuberculosis.



© 2023 Bose Institute. All rights reserved. For queries, please contact Dr. Sudipto Saha (ssaha4@jcbose.ac.in, ssaha4@gmail.com).