Mycobacterium tuberculosis review: Difference between revisions

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Cord factor is extremely toxic to mammalian and it can inhibit polymorphonuclear cell, a category of white blood cells with varying shape of nucleus, migration to the affected area where the infection is present.(10.5) Cord factor could also stimulate the production of TNF (tumor necrosis factors) secretion from the macrophage and T cell. This would lead to a low-grade fever in the infected individuals following by anorexia and eventually result in weight loss. Furthermore, cord factor can induce granuloma formation by its ability to stimulate cytokine production from inflammatory cells in the host. (11)
Cord factor is extremely toxic to mammalian and it can inhibit polymorphonuclear cell, a category of white blood cells with varying shape of nucleus, migration to the affected area where the infection is present.(10.5) Cord factor could also stimulate the production of TNF (tumor necrosis factors) secretion from the macrophage and T cell. This would lead to a low-grade fever in the infected individuals following by anorexia and eventually result in weight loss. Furthermore, cord factor can induce granuloma formation by its ability to stimulate cytokine production from inflammatory cells in the host. (11)
===Wax-D===
Wax-D is a lipid complex composed by LAM, sulfatides, and glycolipids and it presents an essential role in preventing oxidation burst inside the phagosome. Sulfatides and glycolipids help mycobacterium tuberculosis in attaching to the macrophages and thusinhibiting the phagosome lysosome fusion. Wax-D also regulates internal acidity by preventing hydrogen ion entering the phagosome, ensuring its DNA replication.


==Bacterial membrane permeability and fluidity==
==Bacterial membrane permeability and fluidity==

Revision as of 00:44, 25 April 2020

This is a curated page. Report corrections to Microbewiki.

By Boyu Yang

Introduction

Figure 1:
M. tuberculosis colonies.[1]
Figure 2: Hopanoid lipids are commonly found in outer membranes. The TLC plates showed the lipid distribution in both inner membranes and outer membranes. Both the inner and outer membranes showed the presence of phospholipids. Only the outer membranes showed the distribution of hopanoid lipids (diplopterols and bacteriohopanepolyols).[2]

Mycobacterium tuberculosis is a deadly human pathogen that has a staggering impact globally, causing infection disease called tuberculosis (TB). According to the Centers for Disease Control and Prevention, eight million people around the world become sick with TB and there are over two million TB-related deaths worldwide each year.[2]]] However, most of the infection is latent and only 5 to 10% of this population has a lifetime risk of developing active tuberculosis, either within 1 or 2 years after infection (primary tuberculosis) or thereafter (secondary tuberculosis) (1)

Mycobacterium tuberculosis is a weakly gram-positive, non-motile, rod-shaped bacterium. It is also a facultative intracellular parasite as well as an obligated aerobic. This explains why tuberculosis is a disease typically affects the lungs. Unlike other bacteria that have cell walls mainly composed of peptidoglycan, the major cell wall component of mycobacterium is lipids, mycolic acid (Figure.1). The lipid layer makes it impervious for gram staining, and it shows either gram-positive or gram-negative. More advance methods like acid-fast staining applied to detect the function of Mycobacterium.(3)

Mycobacterium tuberculosis has a low generation time; cell division occurs every 18-24 hours, which is extremely slow compared with other bacteria that normally has a division rate every 20 minutes(2). The reason is that the mycolic acid has a low permeability which can protects bacterium taking damage from the immune system such as phagosome and macrophage. However, the impervious characteristic also limits nutrient accessibility, decreasing the rate of diffusion and eventually leads to a slower growth rate.

Mycobacterium tuberculosis cell wall structure

Figure 3:The chemical structure of a diplopterol molecule.[3]
Figure 4: The general structure of hopane skeleton.[4]

Mycolic acid

Mycolic acids,2-alkyl, 3-hydroxy long-chain fatty acids (FAs), are major and specific lipid components of the mycobacterial cell envelope that account for up to 60% of the whole cell dry weight. They are essential for the survival of members of the genus Mycobacterium. (4)In Mycobacterium tuberculosis cell wall, Mycolic acid can be divided into three categories: alpha-myolic acid, methoxyl-myolic acid, and ketone-myolic acid (figure.2). Alpha-mycolic acid has composed more than 70% of the mycolic acid in M. tuberculosis. It is a pure long alkyl chain attached with several cyclopropanes that contribute to the structural integrity of the cell wall complex and protect the bacillus from oxidative stress(4.5). Methoxyl-myolic acid made up to 10% to 15% of the mycolic acid. It has extra methoxyl group connected with fatty acid chain. The rest of the 10% to 15% mycolic acid is ketone mycolic acid which has some extra ketone groups attached on fatty acid(5). Deletion of those cyclopropane rings would lead to significant attenuation in growth and deletion of the keto-mycolates would lead to restricted growth in macrophages. (6)Thus it is highly associated with virulence of Mycobacterium tuberculosis.

The presence of mycolic plays a significant role in obstructing hydrophilic antimicrobials(7). Because of this property, hydrophobic antibiotic like rifampicin and fluoroquinolones may be able to cross the cell wall by diffusion. However, the majority of the hydrophilic nutrients and antibiotics like isoniazid are not to diffuse through the lipid layer and they are considered to porin channel instead(8). Mycobacterium tuberculosis has less abundant than other bacteria and allow a slow uptake rate of nutrient and antibiotic, making it highly resistant to all kinds of antibiotic. Besides resistance to antibiotics, hydrophobic mycolic cell wall also enables tuberculosis to survive inside the macrophage by inhibiting the action of cation proteins, lysozymes, and oxygen radicals, hiding them from the host immune system.

Cord factors

Cord factors (trehalose 6,6′-dimycolate; TDM)is a glycolipid molecule also presence in the cell wall of mycobacterium (figure.3). It locates at the exterior parts of the cell wall and influences the arrangement of mycobacterium into long rod shape, giving it name (9).

Cord factor is formed by a trehalose sugar and a disaccharide that esterified to two mycolic acid (Figure 3) (10). One of the monosaccharides is connected with mycolic acid at its six carbon and the other monosaccharides also connected with mycolic acid at its six-carbon(10). Thus, it is named as trehalose 6,6-dimycolate.

Cord factor is extremely toxic to mammalian and it can inhibit polymorphonuclear cell, a category of white blood cells with varying shape of nucleus, migration to the affected area where the infection is present.(10.5) Cord factor could also stimulate the production of TNF (tumor necrosis factors) secretion from the macrophage and T cell. This would lead to a low-grade fever in the infected individuals following by anorexia and eventually result in weight loss. Furthermore, cord factor can induce granuloma formation by its ability to stimulate cytokine production from inflammatory cells in the host. (11)

Wax-D

Wax-D is a lipid complex composed by LAM, sulfatides, and glycolipids and it presents an essential role in preventing oxidation burst inside the phagosome. Sulfatides and glycolipids help mycobacterium tuberculosis in attaching to the macrophages and thusinhibiting the phagosome lysosome fusion. Wax-D also regulates internal acidity by preventing hydrogen ion entering the phagosome, ensuring its DNA replication.

Bacterial membrane permeability and fluidity

Figure 6: Hopanoid lipids limit the movement of hydrophobic lipid tails, and therefore increase the stability of the bacterial membranes.[5]

The hopanoid lipids, which have a major hydrophobic five-ring structure, are mostly hydrophobic and relatively stable. Thus, the majority of hopanoid lipids can travel and intercalate into the hydrophobic layer of double membranes and interact with the tails of hydrophobic lipids. In other words, the hydrophobic hopanoid lipids insert between the non-polar fatty acids, decreasing the extra space between the lipid hydrophobic tails. Therefore, due to the decreased movements of the lipid tails, hopanoid lipids increase the membrane thickness and decrease its fluidity (Figure 6).[5] Researchers used three different strains, which included the wild-type Methylobacterium extorquens (WT), hopanoid-depleted wild-type strain (WT-depleted), hopanoid-deficient shc mutation strain (ΔSHC).

Figure 7: The hopanoid lipids increase the bacterial membrane order. The membrane order was detected by comparing of the general polarization values and hopanoid lipids concentration of the bacterial membranes. [2]

Researchers also added diplopterols and cholesterols into the growth media of shc mutant. The results showed that the wild-type strain and the mutant with the treatments of diplopterols and cholesterols showed higher ordered membranes compared to the membranes of the hopanoid-deleted wild-type and hopanoid-deficient mutation strains. Therefore, the hopanoid lipids increase the membrane order (Figure 7).[2]

Different side chains of hopanoid lipids might have different influences on the bacterial membrane properties. For example, 3-methyl-BHTs, with large hydrophilic side chains, experiences difficulties in inserting into the bacterial membranes. However, diploptenes with hydrophobic side chains relatively freely move between the lipid tails. Therefore, hopanoid lipids with unique functional groups show different distributions inside the bacterial membranes, the way that hopanoid lipids interact with environments, and their interactions with other hopanoid lipids. In the membrane dynamic simulation, the amphiphilic hopanoid lipids, with hydrophobic skeletons and hydrophilic side chains, show an upright orientation, which is similar to that of phospholipids (Figure 6). Due to the unique orientation of amphiphilic hopanoid lipids, they can interact with other lipid layers, thus condensing the overall structure and increasing the integration of the bacterial membranes. On the other hand, some hydrophobic hopanoid lipids with hydrophobic side chains show strong abilitys to transfer into the nonpolar part of the biomembranes, which increases the membrane thickness by limiting the movement of the hydrophobic tails.[6]

Figure 8: The annotations of liquid-ordered state, liquid-disordered state, and gel state. [7]

The functions of steroid alcohols in eukaryotes and hopanoid lipids in prokaryotes show similarities. Both of them contributes to the membrane stability, but they might contribute differently. In dynamic lipid simulation, researchers used cholesterols, one kind of steroid alcohols, and diplopterols, one type of hopanoid lipids, to analyze their influences on membranes. Both cholesterols and diplopterols prohibited the formation of gel phase during membrane simulation, and they also ordered the orientation of N-stearoyl-D-erythro-sphingosylphosphorylcholine, one artificial sphingolipid (Figure 8).

Figure 9: Diplopterols showed a separation of lipid ordered and disordered conformations, while the cholesterols induced the immiscible formation of both lipid conformations. The giant unilamellar vesicles was labeled by 0.2 mol% C-laurdan at 22°C. SM indicated N-stearoyl-D-erythro-sphingosylphosphorylcholine, Chol indicated cholesterols, Dip indicated diplopterols, and DOPC indicated 1,2-dioleoyl-sn-glycerol-3-phosphocholine. The generalized polarization was labeled by color.[7]

[7] However, the cholesterols induced the immiscible formations of both liquid disordered and ordered configuration, while the diplopterols showed a separation of those two lipid formations. Thus, those two different configurations of lipids indicated the different functions of steroid alcohols and hopanoid lipids in the cell membrane. (Figure 9).[7]

The roles of either steroid alcohols or hopanoid lipids might be more different in vivo. In the artificial membranes, membranes with 2-methyl-diplopterols, one type of methylated hopanoid lipids, show higher thickness compared to membranes with cholesterols. Thus, the addition of 2-methyl-diplopterols in biomembrane might decrease the fluidity and increase the stability of membranes. However, the membrane thickness of Rhodopseudomonas palustris hpnP mutation strain, which has less production of 2-methyl-diplopterols, shows no significant differences compared with that of the wild-type strain. Therefore, the in vivo conditions are more complex compared to the lipid dynamic simulation.[7]

Stress tolerance

Figure 10: The shc mutation shows sensitivity in the high concentration of bile salts condition. However, both wild-type strain and shc complemented strain show resistance to bile salts.[8]

The abundance and diversity of hopanoid lipids positively influence bacterial resistance to environmental stress, such as the extreme pH, high pressure, non-optical temperature, and high concentration of antibiotic or other lethal chemical compounds.[6] With the help of hopanoid lipids, microbiomes develop different strategies to increase the fitness in non-optical environments. However, most of the detailed mechanisms of stress tolerance induced by the hopanoid lipids remain unclear and require further studies.[6]

Methylation of hopanoid lipids

Researchers found that under extreme conditions, the biosynthesis of hopanoid lipids increases in most bacterial strains.[6] For example, When Rhodopseudomonas palustris is placed under extreme environments, such as high temperature or low pH conditions, those stress induces the activation of the ecfG gene, which is a general stress regulator related gene for the alphaproteobacteria. Due to the expression of ecfG , the response factors and regulators upregulate the expression of hpnP, a gene that codes for hopanoid methylases. Therefore, the expression of hpnP increases the rate of hopanoid lipids methylation in bacteria. Methylation increases the hydrophobic characteristics of hopanoid lipids and further decreases the movements of phospholipids hydrophobic tails, perhaps increasing the bacterial membrane resistance to potential dangers.[9]

Membrane fluidity and permeability

The presence of hopanoid lipids decreases the fluidity and permeability of bacterial membranes. The hydrophobic part of the hopanoid lipids migrates into the bacterial membrane and moves between the phospholipid tails. Thus, hopanoid lipids fill the empty spaces and increase the membrane integrity. The hydrophilic side chains also form strong attractions with other molecules and environments. Overall, the biomembrane becomes more stable, and the leakage of lethal molecules decrease. Under the low pH or high antibiotic conditions, the protons and antibiotic compounds might experience difficulty across the bacterial membranes due to decreased membrane permeability. Therefore, bacteria show higher resistance towards the high concentration of protons, antibiotics, and other lethal molecules.[6]

Figure 11: The diplopterols (indicated as green molecules) migrate in POPC simulated cell membranes (indicated as orange sphere and gray sticks).[10]

Different hopanoid lipids show different influences on membrane fluidity and permeability. Bile salts show no negative influence on the majority of the Gram-negative bacteria because these chemical compounds are not able to transfer across the outer membrane of the Gram-negative bacteria. Mutated bacteria, without the protection of hopanoid lipids, are vulnerable to the high bile salt conditions.[8] However, different mutations in the same bacteria species show different levels of bile salts sensitivities. shc gene codes for the production of most hopanoid lipids. The Rhodopseudomonas palustris with this mutation shows no bile salts tolerance (Figure 10).[8] The hpnH mutation causes the deficient production of diploptenes and diplopterols. Rhodopseudomonas palustris with this mutation shows resistance towards the bile salts but perform a slower growth rate compared to that of the wild-type strain. The hpnO mutant cannot produce aminobacteriohopanetriols, one essential bacterial hopanoid lipid. This mutant shows no difference in bacterial growth and culture density in the high bile salts concentration compared to the wild-type strain.[6][8]

Orientation and distribution of hopanoid lipids

The orientation and the distribution of hopanoid lipids contribute to the bacterial heat resistance. Bacteria, with the help of high concentration of hopanoid lipids, obtain heat protections and keep the homeostasis of their cytoplasm. As the environmental temperature increases, the hopanoid lipids tend to move between two leaflets. In the lipid dynamic simulation at room temperature (298 K), most of the diplopterol molecules gather between the head and the tail of phospholipids. Thus, at milder temperature, the distribution of hopanoid lipids shows a large separation. However, as the temperature increases, the diplopterol molecules migrate to the empty spaces between the tails of two leaflets, largely increasing the thickness of the bacterial membranes and creating substantial protections for thermophiles (Figure 11).[10]

Figure 12: The shc mutant strain shows an increased detergent sensitivity compared to the wild-type.[2]
Figure 13: The intracellular concentration of NPN of the shc mutant strain does not change a lot, while that of the wild-type strain decreases constantly.[2]

Cooperation with bacterial membrane proteins

Hopanoid lipids might cooperate with outer membrane proteins.[6] The Methylobacterium extorquens mutant strain, with a non-functional hopanoid lipid production, shows an increased detergent sensitivity (Figure 12). Additionally, this strain perhaps cannot pump out the antibiotics due to its non-functional efflux. Researchers studied the accumulation of 1-N-phenylnaphthylamine (NPN), one type of lipophilic dye, in Methylobacterium extorquens. The wild-type strain constantly pumped out NPN, and therefore the intracellular concentration of PNP kept decreasing. However, the intracellular concentration of shc mutant did not change a lot, indicating that perhaps the mutant had deficient efflux (Figure 13).[2] Thus, the hopanoid lipids might contribute and assist the functions of membrane proteins.[6] The collaboration of the hopanoid lipids and membrane proteins enhances bacterial resistance and helps bacteria to maintain the homeostasis between the cytoplasm and extracellular environment. Additionally, bacterial membranes, one of the most significant energy production places, require the presence of effective hopanoid lipids to achieve energy production and storage. Nostoc punctiforme, with a hopanoid lipid mutation, show a decrease in energy storage compared to that of the wild-type strain.[6]

The function of hopanoids is more significant in the stress-resistance specified cells. The filaments of Nostoc punctiforme, one kind of filamentous cyanobacteria, are constituted by the vegetative cells. That specified cells conduct photosynthesis under the environment with abundant nutrients. Therefore, they fix carbon dioxide, showing a high growth and reproduction rate. In these photosynthetic cells, the hopanoid concentration has negligible influence on the stress response. However, under the environment with poor nutrient concentration, Nostoc punctiforme develop the akinete cells through differentiation, which contain higher resistance toward the cold and dry conditions. The akinete cells keep their cellular structure and bacterial activity. They also stay in low energy consumption until they encounter an environment with rich resources. In the akinete cells, a high concentration of hopanoid lipids is detected in bacterial membranes. Previous studies found that the mutant without functional hopanoid lipid showed less resistance to the extracellular resistance. Similarly, Streptomyces coelicolor, one Gram-positive soil bacteria species, forms vegetative cells under nutrient-rich environment. These vegetative cells have a low hopanoid lipid concentration. However, at the end of their life cycle, they produce and accumulate hopanoid lipids, forming spore via sporulation, which can assist their resistance under the extreme conditions.[6]

Nitrogen fixation

Figure 14: The nodules formed by wild-tryp, hpnP, and hpnH strains. Compared to the wild-type B. diazoefficiens, the nodules formed by either hpnP or hpnH strain are unhealthy.[11]

Various bacteria, with the ability to produce hopanoids, can fix nitrogen. Bacteria, such as Beijerinckia, Frankia, Anabaena, Burkholderia, etc., show a positive correlation between the hopanoid production and nitrogen fixation.[6] Most nitrogen-fixing bacteria live in close physical correlations with plants, such as alfalfa, soil beans, peas, etc. Both bacteria and plants can take advantage of this relationship. Bradyrhizobium spp. derive energy and other important chemical cofactors from their host plants. The plants also can protect bacteria from stress from the environments, such as competitions with other microbiomes, high proton concentration, etc. Equally, plants benefit from the nitrogen oxides produced by the nitrogen-fixing bacteria, and therefore plants show an enhanced growth rate and outcompete their competitors. There are also free-living nitrogen-fixing microbes, such as Anabaena spp., Frankia spp., etc. However, most of those bacteria do not fix nitrogen without coexisting with plants.

The legume-rhizobia root nodule symbiosis is among one of the most widely studied plants and bacteria associations. The production of hopanoid lipids influences the bacterial symbiosis with the host plants. The Bradyrhizobium spp., with shc mutation, produce a negligible amount of hopanoid lipids. Therefore, this bacteria strain is incapable of integrating with plants. Additionally, different types of hopanoid lipid contribute differently to the bacterial associations with plants. The Bradyrhizobium diazoefficiens with a hpnP mutation cannot produce the extended hopanoids. Their association with the Aeschynomene afraspera results in morphologically disorganized nodules. The Aeschynomene afraspera shows nitrogen starvation, indicating a decreased nitrogen-fixing ability of the hpnP mutant. However, the hpnH mutant, which have less production of 35 carbon hopanoids, cannot form a mature nodule (Figure 14).[11].

The presence of the hopanoid lipids might also contribute to the competition between bacteria to inhabit the hosts. The mutation strain shc, which produces no hopanoid lipids shows an inability in long-term colonization of a plant. Previous studies found that in the beginning, shc mutant grew and developed in host normally. However, after a few days, it started to degenerate and be recycled by its host. On the other hand, the high concentration of hopanoid lipids increases bacterial stress tolerances. For example, the Bradyrhizobium and Burkholderia, both of which contain a high concentration of hopanoid lipids, show resistance to high temperature and low pH conditions. Therefore, in the consideration of global warming and increasing soil acidity, both bacteria might outcompete other bacteria in soil and plants.

Figure 15: Under the high concentration of oxygen, Azotobacter vinelandii also synthesize alginate to create an alginate capsule to protect nitrogenase activity.[11]

Most of the time, bacteria conduct nitrogen fixation in the low-oxygen concentration environment. Nitrogenase, the core enzyme in nitrogen fixation, is vulnerable in the presence of oxygen. Thus, most of the nitrogen-fixing bacteria exist under the anaerobic environment. Sometimes, nitrogen fixation can also be conducted at high oxygen concentration. Under this condition, bacteria need to develop more sophisticated mechanisms to protect the nitrogenase and achieve nitrogen fixation. The free-living nitrogen-fixing bacteria, Azotobacter vinelandii, develop various ways to fix nitrogen under high oxygen condition. For example, the Azotobacter vinelandii decrease its cellular surface area. Therefore, for each unit of cytoplasm, there are larger protections from the bacterial membranes. Also, under high oxygen condition, it also increased its oxygen consumption via keeping a high respiration rate, thus creating an optional anaerobic environment for nitrogen fixation. The Azotobacter vinelandii also synthesizes alginate to create an alginate capsule, a thick barrier which limits the oxygen fission and protects the nitrogenase from the high oxygen-concentrated surroundings. Under the lower oxygen concentrated environment, Azotobacter vinelandii develops a loose alginate capsule, while under the high concentration, it builds up a compact and thick alginate capsule (Figure 15). Additionally, when the bacteria interact with or inhabit plants, the host plants synthesize leghemoglobin molecules, one type of oxygen-transport metalloproteins. This hemoglobin scavenges oxygen from the root nodules of the leguminous plants, creating an optimal environment for nitrogenase activity[12].




Authored for BIOL 238 Microbiology, taught by Joan Slonczewski, 2018, Kenyon College.

  1. Slonczewski, J., and Foster J. W.. Microbiology: An Evolving Science. New York
  2. 2.0 2.1 2.2 2.3 2.4 2.5 2.6 Saenz J. P., Grosser D., Bradley A. S., Lagny T. J., Lavrynenko O., Broda M., and Simons K.. 2015. Hopanoids as functional analogues of cholesterol in bacterial membranes. PNAS. Sep. 22, 2015, vol. 112, no. 38, 11971-11976
  3. Cite error: Invalid <ref> tag; no text was provided for refs named diplopterol
  4. Hopane Reference Standards for use as Petrochemical Biomarkers in Oil Field Remediation and Spill Analysis, Amann N., Sigma Aldrich, Accessed May 11th, 2018
  5. 5.0 5.1 Cite error: Invalid <ref> tag; no text was provided for refs named Kannenberg1999
  6. 6.00 6.01 6.02 6.03 6.04 6.05 6.06 6.07 6.08 6.09 6.10 Cite error: Invalid <ref> tag; no text was provided for refs named Belin2018
  7. 7.0 7.1 7.2 7.3 7.4 Saenz J. P., Sezgin E., Schwille P., and Simons K.. 2012. Functional convergence of hopanoids and sterols in membrane ordering. PNAS. August 28, 2012, vol. 109, no. 35, 14236-14240.
  8. 8.0 8.1 8.2 8.3 Welander P. V., Hunter R. C., Zhang L., Sessions A. L., Summons R. E., and Newman D. K.. 2009. Hopanoids Play a Role in Membrane Integrity and pH Homeostasis in Rhodopseudomonas palustris TIE-1. JOURNAL OF BACTERIOLOGY, Oct. 2009, Vol. 191, No. 19, p. 6145–6156.
  9. Welander P. V., Doughty D. M., Wu C. H., Mehay S., Summons R. E., and Newman D. K.. 2011. Identification and characterization of Rhodopseudomonas palustris TIE-1 hopanoid biosynthesis mutants. Geobiology (2012), 10, 163–177.
  10. 10.0 10.1 Caron B., Mark A. E., and Poger D.. 2014. Some Like It Hot: The Effect of Sterols and Hopanoids on Lipid Ordering at High Temperature. J. Phys. Chem. Lett. 2014, 5, 3953−3957.
  11. 11.0 11.1 11.2 Kulkarni G., Busset N., Molinaro A., Gargani D., Chaintreuil C., Silipo A., Giraud E., and Newman D. K.. 2015. Specific Hopanoid Classes Differentially Affect Free-Living and Symbiotic States of Bradyrhizobium diazoefficiens. mBio 6(5):e01251-15. doi:10.1128/mBio.01251-15.
  12. Sabra W., Zeng A. P., Lunsdorf H., and Deckwer W. R.. 2000. Effect of Oxygen on Formation and Structure of Azotobacter vinelandii Alginate and Its Role in Protecting Nitrogenase. APPLIED AND ENVIRONMENTAL MICROBIOLOGY, Sept. 2000, Vol. 66, No. 9, p. 4037–4044