Geological and Geochemical Controls on Non-Tuberculous Mycobacterium Transmission: Examples from Hawaii

The opportunistic environmental microbes, non-tuberculous Mycobacterium (NTM), pose an increasing risk of disease and death in both immunodeficient and immunocompetent individuals in the USA and across the world. NTM lung disease is particularly prevalent in Hawaii, although the modes of NTM acquisi...

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Bibliographic Details
Main Author: Robinson, Schuyler Thomas
Format: Others
Published: BYU ScholarsArchive 2019
Subjects:
NTM
HVO
PCA
Online Access:https://scholarsarchive.byu.edu/etd/8558
https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=9558&context=etd
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spelling ndltd-BGMYU2-oai-scholarsarchive.byu.edu-etd-95582020-08-15T05:00:24Z Geological and Geochemical Controls on Non-Tuberculous Mycobacterium Transmission: Examples from Hawaii Robinson, Schuyler Thomas The opportunistic environmental microbes, non-tuberculous Mycobacterium (NTM), pose an increasing risk of disease and death in both immunodeficient and immunocompetent individuals in the USA and across the world. NTM lung disease is particularly prevalent in Hawaii, although the modes of NTM acquisition and transport in Hawaii are not fully understood. This study evaluated 149 soil and 50 water samples across the Hawaiian Islands to determine geochemical factors controlling NTM. Non-metric multidimensional scaling (NMDS) and principal component analyses (PCA) of modern soils show variables such as Total Organic Carbon (TOC), pH, P, mafic silicate minerals, and Pb seem to control NTM presence and transition metals and oxides such as TiO2, Zr, and Nb seem to control the absence perhaps due to toxicity. Logistic regression modeling coupled with Kolmogorov-Smirnov testing supported that TOC and P could be used to explain the probability of NTM presence in modern soils. Kolmogorov-Smirnov, non-metric multidimensional scaling, and principal components analysis results suggest poor predictability of NTM presence in soils when evaluating mineralogy alone. The same statistical methods indicated that transition metals appeared to control NTM presence in stream water and major cations and anions seemed to control NTM absence. However, additional bacterial stream data is needed to strengthen this finding. Additionally, an Oahu source water assessment and protection groundwater model was refined by including stream discharge data, including losses to the aquifer. NTM inhabits many environmental niches, although little is understood regarding the transport of NTM from the environment to indoor plumbing. However, transport from surface water to water-supply aquifers is likely important. This study analyzes groundwater flow from stream losses as a mechanism of NTM transport to water supplies. An updated MODFLOW groundwater model was developed for the north-east Oahu, Waimea River drainage. Results show hundreds of meters of lateral and tens of meters of vertical transport of NTM in 1-3 months. Additionally, geochemical modeling with Geochemist’s Workbench showed Fe oxy/hydroxides oversaturated in 100% of streams. Fe oxy/hydroxide affixed to NTM would potentially satisfy NTM’s preference for attachment and allow for colloidal transport through the aquifer. 2019-06-01T07:00:00Z text application/pdf https://scholarsarchive.byu.edu/etd/8558 https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=9558&context=etd http://lib.byu.edu/about/copyright/ Theses and Dissertations BYU ScholarsArchive Mycobacteria soil chemistry logistic regression particle tracking Oahu Kilauea NTM HVO groundwater model disease PCA NMDS
collection NDLTD
format Others
sources NDLTD
topic Mycobacteria
soil chemistry
logistic regression
particle tracking
Oahu
Kilauea
NTM
HVO
groundwater model
disease
PCA
NMDS
spellingShingle Mycobacteria
soil chemistry
logistic regression
particle tracking
Oahu
Kilauea
NTM
HVO
groundwater model
disease
PCA
NMDS
Robinson, Schuyler Thomas
Geological and Geochemical Controls on Non-Tuberculous Mycobacterium Transmission: Examples from Hawaii
description The opportunistic environmental microbes, non-tuberculous Mycobacterium (NTM), pose an increasing risk of disease and death in both immunodeficient and immunocompetent individuals in the USA and across the world. NTM lung disease is particularly prevalent in Hawaii, although the modes of NTM acquisition and transport in Hawaii are not fully understood. This study evaluated 149 soil and 50 water samples across the Hawaiian Islands to determine geochemical factors controlling NTM. Non-metric multidimensional scaling (NMDS) and principal component analyses (PCA) of modern soils show variables such as Total Organic Carbon (TOC), pH, P, mafic silicate minerals, and Pb seem to control NTM presence and transition metals and oxides such as TiO2, Zr, and Nb seem to control the absence perhaps due to toxicity. Logistic regression modeling coupled with Kolmogorov-Smirnov testing supported that TOC and P could be used to explain the probability of NTM presence in modern soils. Kolmogorov-Smirnov, non-metric multidimensional scaling, and principal components analysis results suggest poor predictability of NTM presence in soils when evaluating mineralogy alone. The same statistical methods indicated that transition metals appeared to control NTM presence in stream water and major cations and anions seemed to control NTM absence. However, additional bacterial stream data is needed to strengthen this finding. Additionally, an Oahu source water assessment and protection groundwater model was refined by including stream discharge data, including losses to the aquifer. NTM inhabits many environmental niches, although little is understood regarding the transport of NTM from the environment to indoor plumbing. However, transport from surface water to water-supply aquifers is likely important. This study analyzes groundwater flow from stream losses as a mechanism of NTM transport to water supplies. An updated MODFLOW groundwater model was developed for the north-east Oahu, Waimea River drainage. Results show hundreds of meters of lateral and tens of meters of vertical transport of NTM in 1-3 months. Additionally, geochemical modeling with Geochemist’s Workbench showed Fe oxy/hydroxides oversaturated in 100% of streams. Fe oxy/hydroxide affixed to NTM would potentially satisfy NTM’s preference for attachment and allow for colloidal transport through the aquifer.
author Robinson, Schuyler Thomas
author_facet Robinson, Schuyler Thomas
author_sort Robinson, Schuyler Thomas
title Geological and Geochemical Controls on Non-Tuberculous Mycobacterium Transmission: Examples from Hawaii
title_short Geological and Geochemical Controls on Non-Tuberculous Mycobacterium Transmission: Examples from Hawaii
title_full Geological and Geochemical Controls on Non-Tuberculous Mycobacterium Transmission: Examples from Hawaii
title_fullStr Geological and Geochemical Controls on Non-Tuberculous Mycobacterium Transmission: Examples from Hawaii
title_full_unstemmed Geological and Geochemical Controls on Non-Tuberculous Mycobacterium Transmission: Examples from Hawaii
title_sort geological and geochemical controls on non-tuberculous mycobacterium transmission: examples from hawaii
publisher BYU ScholarsArchive
publishDate 2019
url https://scholarsarchive.byu.edu/etd/8558
https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=9558&context=etd
work_keys_str_mv AT robinsonschuylerthomas geologicalandgeochemicalcontrolsonnontuberculousmycobacteriumtransmissionexamplesfromhawaii
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