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Proc. Nadl. Acad. Sci. USA
Vol. 86, pp. 3119-3122, May 1989
Biochemistry
Evidence for several higher order structural elements in
ribosomal RNA
(16S ribosomal RNA/tertiary structure/comparative analysis/mycoplasma/mitochondria)
C. R. WOESE* AND R. R. GUTELL*t
*Department of Microbiology, University of Illinois, 131 Burrill Hall, Urbana, IL 61801; and tCangene Corp., 3403 American Drive,
Mississauga, ON L4V 1T4, Canada
Contributed by C. R. Woese, January 30, 1989
ABSTRACT Comparative analysis of small subunit ribo-
somal RNA sequences suggests the existence of two new higher
order interactions: (i) a double-helical structure involving
positions 505-507 and 524-526 (Eseherichia coli numbering)
and (ii) an interaction between the region of position 130 and
the helix located approximately between positions 180 and 195.
In the first of these, one of the strands of the helix exists in the
bulge loop, and the other strand exists in the terminal loop of
a previously recognized compound helix involving positions
500-545. Therefore, the new structure formally represents a
pseudoknot. In the second, the insertion/deletion of a nucleo-
tide in the vicinity of position 130 correlates with the length of
the helix in the 180-195 region, the latter having a 3-base-pair
stalk when the base in question is deleted and a stalk of '10
pairs when it is inserted.
The secondary structures of the small and large subunit
rRNAs represent one of the great triumphs of comparative
analysis (1-4). Now the question is whether comparative
analysis will prove as useful in elucidating the three-dimen-
sional ("tertiary") folding ofrRNA and the overall structure
of the ribosome. Undoubtedly it will not. Tertiary structure
is less simply defined (not merely a matter of simple 1:1
correspondences), is less extensive (does not involve rela-
tively long contiguous stretches of base pairs), and tends to
involve nucleotides whose compositions change seldom if at
all. The tertiary-structure problem requires more direct
experimental approaches; and one can see it beginning to
emerge as these are successfully applied (5-8).
This is not to say, however, that comparative analysis will
not make a significant contribution to the tertiary folding
problem. Olsen has shown that tRNA sequence comparisons
reveal the molecule's secondary structure, deriving the base
pairing rules in the process, and most ofits tertiary interactions
as well when the highly variable class ofmitochondrial tRNAs
are added to the set ofsequences (9). Comparative analysis has
also already detected a few tertiary interactions in rRNAs-
e.g., the pseudoknot involving the two 16S rRNA helices at
positions (9-13)-(21-25), and (17-19)-(916-918) (3) and the
tertiary interaction involving positions 570 and 866 (10). It is
clear that most of the direct experimental approaches now in
use will not be able to define tertiary interactions in precise
detail so that, to the extent it is successful, comparative
analysis (togetherwith its conceptual experimental equivalent,
mutation second-site reversion studies) will help to refine the
structures determined by these other methods and to test the
validity of suggested interactions.
The present communication deals with two tertiary ele-
ments in the small subunit rRNA that can be detected through
sequence comparisons: a pseudoknot (or alternative pairing)
in the 500-545 region and a possible long-range interaction
involving a single nucleotide in the vicinity of position 130
and the helix in the 180-195 region.
The (505-507) (524-526) Interaction
In the current model of 16S rRNA structure, there exist only
six contiguous stretches of 10 or more nucleotides in which
none of the bases are involved in a recognized secondary or
"tertiary" structural interaction (4). All are regions in which
composition is highly conserved. The longest of these
"unpaired" stretches occurs in the terminal loop ofthe helix
shown in Fig. 1, the entire structure covering positions 500-
545 (Escherichia coli numbering).
This compound helix has a stalk of 12 base pairs, inter-
rupted by a bulge loop (in eubacteria) ofsix nucleotides in the
middle of the (upstream side of the) stalk. It is capped by a
loop of16 nucleotides (assuming the terminal G U pair shown
in Fig. 1 to be valid). In archaebacteria and eukaryotes, the
structure has this exact same overall number ofpairs and the
same terminal loop size. However, the bulge loop is one
nucleotide larger (total of seven) and ostensibly begins one
base pair higher in the stalk (following the sixth, not the fifth,
pair of the helix) (3, 4).
The composition of both loops is highly conserved in
eubacteria. That of the stalk following the bulge loop (the
upper helix in Fig. 1) varies, although infrequently so and
only within narrowly prescribed limits. For the stalk preced-
ing the bulge loop (the lower helix in Fig. 1), variation occurs
somewhat more frequently and in a less constrained manner
(refs. 3 and 4; unpublished analysis). [Some mitochondrial
sequences introduce minor idiosyncrasy into the bulge loop
or the stalk immediately after it, or both (4). These sequences
also show more variety in the composition of the entire
structure than do rRNAs offree living organisms.] Except for
the sequences in Table 1, >98% percent of eubacterial 16S
rRNAs conform to the general sequence shown in Fig. 1 in
the two loops.
The projected tertiary interaction involves a (canonical)
pairing ofpositions 505-507 (in the bulge loop) with positions
524-526 (in the terminal loop) as indicated in Fig. 1. Two
(phylogenetically independent) examples of convariation in
this region have recently been detected in the eubacteria
(among the mycoplasmas), and considerable support for the
interaction exists in mitochondrial sequences. One particular
subcluster of the M. pneumoniae subgroup of mycoplasmas
shows guanosine -> adenosine and cytidine-* uridine replace-
ments involving positions 506 and 525, respectively.* [Close
relatives of these organisms retain the normal (ancestral)
composition; from the Center for Prokaryote Genome Anal-
ysis (CPGA) rRNA sequence database, University ofIllinois].
These same two replacements have occurred (independently)
in fungal and Drosophila mitochondria (4, 13). A. anaerobium
*M. gallisepticum 16S rRNA sequence, GenBank accession no.
M22441.
The publication costs ofthis article were defrayed in part by page charge
payment. This article must therefore be hereby marked "advertisement"
in accordance with 18 U.S.C. §1734 solely to indicate this fact.
3120 Biochemistry: Woese and Gutell
G C CG
A
C
3
.520O-A
C
G
G
U
C a
C A
U - A
G - c
Y - R
N - N
u - R
N AAC - g 540
C G G c -
9
CC--N
N -
N
500- G-C
FIG. 1. Secondary structure ofthe 500-545 region in eubacterial
small subunit rRNA. The E. coli numbering convention (3, 4) is used.
Positions 505-507 and 524-526, which demonstrate covariation, are
darkened. The sequence given is a consensus of a large and
representative collection of eubacteria (CPGA rRNA sequence
database, University of Illinois). Nucleotides in capital letters are
essentially constant in composition; those in lowercase letters occur
as shown in the vast majority of sequences. Y and R designate
pyrimidine and prime nucleotides, respectively; N designates any
nucleotide. Horizontal lines represent base pairs; in all cases nucle-
otides shown as paired are canonically so, except for the terminal
G-U pair and rare G-U pairs elsewhere in the structure.
shows guanosine -* uridine and cytidine-- adenosine replace-
ments for positions 505 and 526, respectively,§ and the
mitochondrion ofC. reinhardtii (12) covaries positions 505 and
506 (G-G -* C-C) with positions 525 and 526 (C-C -* G-G) (see
Table 1). Phylogenetically independent examples of the re-
maining covariation, position 507 and position 524 (cytidine-*
uridine and guanosine -* adenosine respectively), are seen in
the mammalian (4), sea urchin (14), andD. virilis mitochondria
(13).
It is unlikely that the helix can be extended to include
positions 508 and 523. Although variation is seen in these two
positions (4), covariation ofthe two is the exception, not the
rule. A number of replacements at position 508 unaccompa-
nied by change in position 523 occur among eubacteria,
which also yield one example ofa change in the latterposition
unaccompanied by one in the former position as well (un-
published analysis). Their compositions also permit positions
504 and 527 to pair. However, a covariation suggesting this
has never been observed.
There are no known counter examples among the eubac-
teria or mitochondria to the putative (505-507)-(524-526)
canonical pairing, although several cases ofsingle nucleotide
replacements that would create (acceptable) G'U pairs are
known (refs. 11 and 15; see Table 1).
The archaebacteria add nothing to the picture developed
from eubacterial and mitochondrial sequences. No variation
in the composition of this structure is seen among the
archaebacteria, except for one case of base pairing between
positions 507 and the 524 changing from COG to U-G (16).
A slight amount of variation is seen among eukaryotic
small subunit rRNAs. However, in this case the changes are
Table 1. Comparative evidence supporting a base-pairing
relationship between positions 505-507 and 524-526 in
small subunit rRNA
Positions
Source of small subunit rRNA 505-507 524-526
Eubacteria
Ancestral version (3, 4) GGC GCC
Mycoplasma gallisepticum* GAC GUC
Asteroleplasma anaerobium UGC GCA
Chlamydia psittaci (11) GGC GCU
Mitochondria
Plants and ciliates (4)t (n = 4) GGC GCC
Chlamydomonas reinhardtii (12) CCC GGG
Fungi (n = 2) (4) GAC GUC
Drosophila yakuba (13) GAC GUC
Drosophila virilis (13) GAU AUC
Mammals (n > 4) (4) GGU ACC
Strongylocentrotus purpuratus (14) GGU ACC
Xenopus laevis (15) GGU GCC
The variations from ancestral pattern are shown in bold type.
*Same sequence found in its immediate relatives, Mycoplasma
pneumoniae and Mycoplasma pirum (C.R.W., unpublished data).
tCompilation of a number of mitochondrial small subunit RNA
sequences.
inconsistent with the proposed canonical pairing. In fact, the
evidence (17-21) suggests a possible interaction between
position 506 and position 524 (not 525). Given the fact,
discussed above, that the structure of the bulge loop in Fig.
1 is not exactly the same in eukaryotes as in eubacteria (3, 4)
and that eukaryotic sequences have provided "disproofs" for
a number of structures in the small subunit rRNA that are
actually well established (4), the present disproof is not
considered compelling.
It is conceivable that the interaction between positions 506
and 525 and positions 507 and 524 forms a pseudoknot within
the previously defined (1, 3, 4) structure of the 500-545
region. However, it is tempting to view two helices that
directly abut one another (that are not separated by inter-
vening unpaired nucleotides on their shared common strand)
as coaxial (3, 22), as occurs in tRNA (23)-which suggests a
totally different interpretation of the above "tertiary" inter-
action in that both the (505-507)*(524-526) and (511-
517)*(534-540) helices are potentially coaxial with the under-
lying [(500-505)-(541-545)] helix, but not simultaneously. The
ribosome is almost certainly a molecular machine, which
therefore must have moving parts. Alternate stacking of the
two helices in question on the underlying helix might indeed
play a role in such movement.
Its extremely conserved sequence and structure implies
that the 500-545 region of the molecule is functionally
important. The elegant protection studies of Noller and
colleagues (5, 7, 24, 25) strongly point to this as well, as does
the detection of a streptomycin-resistance mutation (adeno-
sine -) cytidine) at position 523 (26). The (505-507)-(524-526)
interaction reported here provides another reason to focus on
this region as we work toward the molecular basis of
ribosome function.
A Covariance Between Position 130 and the Structure of the
180-195 Region
Among eubacteria there often occurs an insertion ofa residue
(almost always an adenosine) relative to the E. coli sequence
either before or after position 130 (3, 4), the two alternatives
being indistinguishable. Eubacteria also differ as to the size
ofthe helix covering positions 184-193. In E. coli and certain
other eubacteria, the helix in question has a stalk of three
base pairs terminated by a loop offour bases. The remaining
§A. anaerobium 16S rRNA sequence, GenBank accession no.
M22351.
Proc. NatL Acad Sci. USA 86 (1989)
Proc. Natl. Acad. Sci. USA 86 (1989) 3121
Table 2. A correlation between a single base insertion in the vicinity of position 130 and the
length of the helix covering positions 184-193
Insertion at Bases between positions Sequences,
Phylum, subdivision, etc. position 130 183 and 194, no. no.
Purple bacteria
Subdivisions
a, /, y 10 -70
8 + 19-25 8
Exception: Wolinella succinogenes + 10 1
Gram-positive bacteria + 21-27 "190
Cyanobacteria 10 1
Flavobacteria-bacteroides + 25-28 12
Spirochetes + 23-28 10
shrew str. 11616 10 1
Green sulfur bacteria + 26 2
Planctomyces group
Planctomyces staleyi 10 1
Isocystis pallida + 25 1
Chlamydiae + 25 2
Thermus-Deinococcus group + 22 2
Green nonsulfur bacteria
Thermomicrobium roseum + 25 1
Herpetosiphon auriantiacus + 16 1
Exception: Chloroflexus auriantiacus + 10 1
Thermotoga group
Ferridobacterium nodosum 10 1
Thermotoga maritima + 24 1
Sequences used are in the CPGA rRNA sequence database, University of Illinois.
eubacteria show a much larger structure here, a somewhat
irregular helix having a stalk of roughly 10 base pairs
generally terminated by a loop offour nucleotides (3, 4). The
insertion of a nucleotide in the vicinity of position 130
(relative to E. coli) correlates with the lengthening ofthe stalk
of the 184-193 helix from 3 to about 10 pairs.
The known phylogenetically independent examples of the
correlation are recorded in Table 2. In 5 of the 11 eubacterial
phyla (27), all known sequences exhibit the insertion at
position 130 and the extended form of the helix at 184-193.
In one, only the short form of the 184-193 helix with no
insertion at position 130 has so far been seen (28). In four
phyla both types occur. There exist only two (independent)
exceptions to this correlation, W. succinogenes (CPGA
rRNA sequence database, University of Illinois) and C.
aurantiacus (29), both of which exhibit the inserted nucleo-
tide but the short form ofthe helix. [H. aurantiacus is atypical
in having a helix ofintermediate length (six "pairs," some of
which are noncanonical) accompanied by the insertion at
position 130 (29)]. Given the amount and phylogenetically
broad distribution ofthe supporting examples (27, 30), we do
not consider the two exceptions reason to doubt the signif-
icance of the correlation.
The correlation in this case is between an isolated nucle-
otide insertion/deletion and the overall size of a remote
secondary structural element. Whether this actually be-
speaks a physical contact, as opposed, for example, to some
distortion produced by the insertion at position 130 that then
permits the accommodation ofthe longerform ofthe helix (at
184-193) in the overall structure of the rRNA, is an open
question. However, it would seen reasonable that, were such
an accommodation required (in switching from the short to
the long form of the helix), it could be accomplished in more
than one very precise way. Therefore, some sort of physical
contact between the elongated helix and the inserted nucle-
otide seems likely.
This work was supported by a grant to C.R.W. from the National
Aeronautics and Space Administration (NSG-7044).
1. Woese, C. R., Magrum, L. J., Gupta, R., Siegel, R. B., Stahl,
D. A., Kop, J., Crawford, N., Brosius, J., Gutell, R. R., Hogan,
J. J. & Noller, H. F. (1980) Nucleic Acids Res. 8, 2275-2293.
2. Noller, H. F., Kop, J., Wheaton, V., Brosius, J., Gutell, R. R.,
Kopylov, A. M., Dohme, F., Herr, W., Stahl, D. A., Gupta, R.
& Woese, C. R. (1981) Nucleic Acids Res. 9, 6167-6189.
3. Woese, C. R., Gutell, R. R., Gupta, R. & Noller, H. F. (1983)
Microbiol. Rev. 47, 621-669.
4. Gutell, R. R., Weiser, B., Woese, C. R. & Noller, H. F. (1985)
Prog. Nucleic Acids Res. Mol. Biol. 32, 155-216.
5. Moazed, D. & Noller, H. F. (1987) Nature (London) 327, 389-
394.
6. Brimacombe, R., Atmadja, J., Stiege, W. & Schuler, D. (1988)
J. Mol. Biol. 199, 115-136.
7. Stern, S., Powers, T., Changchien, L.-M. & Noller, H. F.
(1988) J. Mol. Biol. 201, 683-695.
8. Stern, S., Weiser, B. & Noller, H. F. (1988) J. Mol. Biol. 204,
447-482.
9. Olsen, G. J. (1983) Dissertation (Univ. of Colorado, Denver).
10. Gutell, R. R., Noller, H. F. & Woese, C. R. (1986) EMBO J. 5,
1111-1113.
11. Weisburg, W. G., Hatch, T. P. & Woese, C. R. (1986) J.
Bacteriol. 167, 570-574.
12. Boer, P. H. & Gray, M. W. (1988) Cell 55, 399-411.
13. Clary, D. 0. & Wolstenholme, D. R. (1987) J. Mol. Evol. 25,
116-125.
14. Jacobs, H. T., Elliott, D. J., Math, V. B. & Farquharson, A.
(1988) J. Mol. Biol. 202, 185-217.
15. Roe, B., Ma, D.-P., Wilson, R. K. & Wong, J. F.-H. (1985) J.
Biol. Chem. 260, 9759-9774.
16. Leinfelder, W., Jarsch, M. & Bock, A. (1985) Syst. Appl.
Microbiol. 6, 164-170.
17. Sogin, M. L., Elwood, H. J. & Gunderson, J. H. (1986) Proc.
Natl. Acad. Sci USA 83, 1383-1387.
18. Schnare, M. N., Collings, J. C. & Gray, M. W. (1986) Curr.
Genet. 10, 405-410.
19. Looker, D., Miller, L. A., Elwood, H. J., Stickel, S. & Sogin,
M. L. (1988) Nucleic Acids Res. 16, 7198.
20. Johansen, T., Johansen, S. & Haugli, F. B. (1988) Curr. Genet.
14, 265-273.
21. Clark, C. G. & Cross, G. A. M. (1988) Mol. Biol. Evol. 5,512-
518.
22. Woese, C. R. (1967) in The Genetic Code (Harper & Row, New
York), p. 116.
Biochemistry: Woese and Gutell
3122 Biochemistry: Woese and Gutell
23. Quigley, G. J. & Rich, A. (1976) Science 194, 7%-806.
24. Moazed, D. & Noller, H. F. (1986) Cell 47, 985-994.
25. Stern, S., Wilson, R. C. & Noller, H. F. (1986) J. Mol. Biol.
192, 101-110.
26. Melancon, P., Lemieux, C. & Brakier-Gingras, L. (1988)
Nucleic Acids Res. 16, 9631-9639.
Proc. Nadl. Acad. Sci. USA 86 (1989)
27. Woese, C. R. (1987) Bacteriol. Rev. 51, 221-271.
28. Tomioka, N. & Sugiura, M. (1983) Mol. Gen. Genet. 191, 46-50.
29. Oyaizu, H. & Woese, C. R. (1985) Syst. Appl. Microbiol. 6,
257-263.
30. Achenbach-Richter, L., Gupta, R., Stetter, K. 0. & Woese,
C. R. (1987) Syst. Appl. Microbiol. 9, 34-39.

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Evidence for Higher Order Structural Elements in 16S Ribosomal RNA

  • 1. Proc. Nadl. Acad. Sci. USA Vol. 86, pp. 3119-3122, May 1989 Biochemistry Evidence for several higher order structural elements in ribosomal RNA (16S ribosomal RNA/tertiary structure/comparative analysis/mycoplasma/mitochondria) C. R. WOESE* AND R. R. GUTELL*t *Department of Microbiology, University of Illinois, 131 Burrill Hall, Urbana, IL 61801; and tCangene Corp., 3403 American Drive, Mississauga, ON L4V 1T4, Canada Contributed by C. R. Woese, January 30, 1989 ABSTRACT Comparative analysis of small subunit ribo- somal RNA sequences suggests the existence of two new higher order interactions: (i) a double-helical structure involving positions 505-507 and 524-526 (Eseherichia coli numbering) and (ii) an interaction between the region of position 130 and the helix located approximately between positions 180 and 195. In the first of these, one of the strands of the helix exists in the bulge loop, and the other strand exists in the terminal loop of a previously recognized compound helix involving positions 500-545. Therefore, the new structure formally represents a pseudoknot. In the second, the insertion/deletion of a nucleo- tide in the vicinity of position 130 correlates with the length of the helix in the 180-195 region, the latter having a 3-base-pair stalk when the base in question is deleted and a stalk of '10 pairs when it is inserted. The secondary structures of the small and large subunit rRNAs represent one of the great triumphs of comparative analysis (1-4). Now the question is whether comparative analysis will prove as useful in elucidating the three-dimen- sional ("tertiary") folding ofrRNA and the overall structure of the ribosome. Undoubtedly it will not. Tertiary structure is less simply defined (not merely a matter of simple 1:1 correspondences), is less extensive (does not involve rela- tively long contiguous stretches of base pairs), and tends to involve nucleotides whose compositions change seldom if at all. The tertiary-structure problem requires more direct experimental approaches; and one can see it beginning to emerge as these are successfully applied (5-8). This is not to say, however, that comparative analysis will not make a significant contribution to the tertiary folding problem. Olsen has shown that tRNA sequence comparisons reveal the molecule's secondary structure, deriving the base pairing rules in the process, and most ofits tertiary interactions as well when the highly variable class ofmitochondrial tRNAs are added to the set ofsequences (9). Comparative analysis has also already detected a few tertiary interactions in rRNAs- e.g., the pseudoknot involving the two 16S rRNA helices at positions (9-13)-(21-25), and (17-19)-(916-918) (3) and the tertiary interaction involving positions 570 and 866 (10). It is clear that most of the direct experimental approaches now in use will not be able to define tertiary interactions in precise detail so that, to the extent it is successful, comparative analysis (togetherwith its conceptual experimental equivalent, mutation second-site reversion studies) will help to refine the structures determined by these other methods and to test the validity of suggested interactions. The present communication deals with two tertiary ele- ments in the small subunit rRNA that can be detected through sequence comparisons: a pseudoknot (or alternative pairing) in the 500-545 region and a possible long-range interaction involving a single nucleotide in the vicinity of position 130 and the helix in the 180-195 region. The (505-507) (524-526) Interaction In the current model of 16S rRNA structure, there exist only six contiguous stretches of 10 or more nucleotides in which none of the bases are involved in a recognized secondary or "tertiary" structural interaction (4). All are regions in which composition is highly conserved. The longest of these "unpaired" stretches occurs in the terminal loop ofthe helix shown in Fig. 1, the entire structure covering positions 500- 545 (Escherichia coli numbering). This compound helix has a stalk of 12 base pairs, inter- rupted by a bulge loop (in eubacteria) ofsix nucleotides in the middle of the (upstream side of the) stalk. It is capped by a loop of16 nucleotides (assuming the terminal G U pair shown in Fig. 1 to be valid). In archaebacteria and eukaryotes, the structure has this exact same overall number ofpairs and the same terminal loop size. However, the bulge loop is one nucleotide larger (total of seven) and ostensibly begins one base pair higher in the stalk (following the sixth, not the fifth, pair of the helix) (3, 4). The composition of both loops is highly conserved in eubacteria. That of the stalk following the bulge loop (the upper helix in Fig. 1) varies, although infrequently so and only within narrowly prescribed limits. For the stalk preced- ing the bulge loop (the lower helix in Fig. 1), variation occurs somewhat more frequently and in a less constrained manner (refs. 3 and 4; unpublished analysis). [Some mitochondrial sequences introduce minor idiosyncrasy into the bulge loop or the stalk immediately after it, or both (4). These sequences also show more variety in the composition of the entire structure than do rRNAs offree living organisms.] Except for the sequences in Table 1, >98% percent of eubacterial 16S rRNAs conform to the general sequence shown in Fig. 1 in the two loops. The projected tertiary interaction involves a (canonical) pairing ofpositions 505-507 (in the bulge loop) with positions 524-526 (in the terminal loop) as indicated in Fig. 1. Two (phylogenetically independent) examples of convariation in this region have recently been detected in the eubacteria (among the mycoplasmas), and considerable support for the interaction exists in mitochondrial sequences. One particular subcluster of the M. pneumoniae subgroup of mycoplasmas shows guanosine -> adenosine and cytidine-* uridine replace- ments involving positions 506 and 525, respectively.* [Close relatives of these organisms retain the normal (ancestral) composition; from the Center for Prokaryote Genome Anal- ysis (CPGA) rRNA sequence database, University ofIllinois]. These same two replacements have occurred (independently) in fungal and Drosophila mitochondria (4, 13). A. anaerobium *M. gallisepticum 16S rRNA sequence, GenBank accession no. M22441. The publication costs ofthis article were defrayed in part by page charge payment. This article must therefore be hereby marked "advertisement" in accordance with 18 U.S.C. §1734 solely to indicate this fact.
  • 2. 3120 Biochemistry: Woese and Gutell G C CG A C 3 .520O-A C G G U C a C A U - A G - c Y - R N - N u - R N AAC - g 540 C G G c - 9 CC--N N - N 500- G-C FIG. 1. Secondary structure ofthe 500-545 region in eubacterial small subunit rRNA. The E. coli numbering convention (3, 4) is used. Positions 505-507 and 524-526, which demonstrate covariation, are darkened. The sequence given is a consensus of a large and representative collection of eubacteria (CPGA rRNA sequence database, University of Illinois). Nucleotides in capital letters are essentially constant in composition; those in lowercase letters occur as shown in the vast majority of sequences. Y and R designate pyrimidine and prime nucleotides, respectively; N designates any nucleotide. Horizontal lines represent base pairs; in all cases nucle- otides shown as paired are canonically so, except for the terminal G-U pair and rare G-U pairs elsewhere in the structure. shows guanosine -* uridine and cytidine-- adenosine replace- ments for positions 505 and 526, respectively,§ and the mitochondrion ofC. reinhardtii (12) covaries positions 505 and 506 (G-G -* C-C) with positions 525 and 526 (C-C -* G-G) (see Table 1). Phylogenetically independent examples of the re- maining covariation, position 507 and position 524 (cytidine-* uridine and guanosine -* adenosine respectively), are seen in the mammalian (4), sea urchin (14), andD. virilis mitochondria (13). It is unlikely that the helix can be extended to include positions 508 and 523. Although variation is seen in these two positions (4), covariation ofthe two is the exception, not the rule. A number of replacements at position 508 unaccompa- nied by change in position 523 occur among eubacteria, which also yield one example ofa change in the latterposition unaccompanied by one in the former position as well (un- published analysis). Their compositions also permit positions 504 and 527 to pair. However, a covariation suggesting this has never been observed. There are no known counter examples among the eubac- teria or mitochondria to the putative (505-507)-(524-526) canonical pairing, although several cases ofsingle nucleotide replacements that would create (acceptable) G'U pairs are known (refs. 11 and 15; see Table 1). The archaebacteria add nothing to the picture developed from eubacterial and mitochondrial sequences. No variation in the composition of this structure is seen among the archaebacteria, except for one case of base pairing between positions 507 and the 524 changing from COG to U-G (16). A slight amount of variation is seen among eukaryotic small subunit rRNAs. However, in this case the changes are Table 1. Comparative evidence supporting a base-pairing relationship between positions 505-507 and 524-526 in small subunit rRNA Positions Source of small subunit rRNA 505-507 524-526 Eubacteria Ancestral version (3, 4) GGC GCC Mycoplasma gallisepticum* GAC GUC Asteroleplasma anaerobium UGC GCA Chlamydia psittaci (11) GGC GCU Mitochondria Plants and ciliates (4)t (n = 4) GGC GCC Chlamydomonas reinhardtii (12) CCC GGG Fungi (n = 2) (4) GAC GUC Drosophila yakuba (13) GAC GUC Drosophila virilis (13) GAU AUC Mammals (n > 4) (4) GGU ACC Strongylocentrotus purpuratus (14) GGU ACC Xenopus laevis (15) GGU GCC The variations from ancestral pattern are shown in bold type. *Same sequence found in its immediate relatives, Mycoplasma pneumoniae and Mycoplasma pirum (C.R.W., unpublished data). tCompilation of a number of mitochondrial small subunit RNA sequences. inconsistent with the proposed canonical pairing. In fact, the evidence (17-21) suggests a possible interaction between position 506 and position 524 (not 525). Given the fact, discussed above, that the structure of the bulge loop in Fig. 1 is not exactly the same in eukaryotes as in eubacteria (3, 4) and that eukaryotic sequences have provided "disproofs" for a number of structures in the small subunit rRNA that are actually well established (4), the present disproof is not considered compelling. It is conceivable that the interaction between positions 506 and 525 and positions 507 and 524 forms a pseudoknot within the previously defined (1, 3, 4) structure of the 500-545 region. However, it is tempting to view two helices that directly abut one another (that are not separated by inter- vening unpaired nucleotides on their shared common strand) as coaxial (3, 22), as occurs in tRNA (23)-which suggests a totally different interpretation of the above "tertiary" inter- action in that both the (505-507)*(524-526) and (511- 517)*(534-540) helices are potentially coaxial with the under- lying [(500-505)-(541-545)] helix, but not simultaneously. The ribosome is almost certainly a molecular machine, which therefore must have moving parts. Alternate stacking of the two helices in question on the underlying helix might indeed play a role in such movement. Its extremely conserved sequence and structure implies that the 500-545 region of the molecule is functionally important. The elegant protection studies of Noller and colleagues (5, 7, 24, 25) strongly point to this as well, as does the detection of a streptomycin-resistance mutation (adeno- sine -) cytidine) at position 523 (26). The (505-507)-(524-526) interaction reported here provides another reason to focus on this region as we work toward the molecular basis of ribosome function. A Covariance Between Position 130 and the Structure of the 180-195 Region Among eubacteria there often occurs an insertion ofa residue (almost always an adenosine) relative to the E. coli sequence either before or after position 130 (3, 4), the two alternatives being indistinguishable. Eubacteria also differ as to the size ofthe helix covering positions 184-193. In E. coli and certain other eubacteria, the helix in question has a stalk of three base pairs terminated by a loop offour bases. The remaining §A. anaerobium 16S rRNA sequence, GenBank accession no. M22351. Proc. NatL Acad Sci. USA 86 (1989)
  • 3. Proc. Natl. Acad. Sci. USA 86 (1989) 3121 Table 2. A correlation between a single base insertion in the vicinity of position 130 and the length of the helix covering positions 184-193 Insertion at Bases between positions Sequences, Phylum, subdivision, etc. position 130 183 and 194, no. no. Purple bacteria Subdivisions a, /, y 10 -70 8 + 19-25 8 Exception: Wolinella succinogenes + 10 1 Gram-positive bacteria + 21-27 "190 Cyanobacteria 10 1 Flavobacteria-bacteroides + 25-28 12 Spirochetes + 23-28 10 shrew str. 11616 10 1 Green sulfur bacteria + 26 2 Planctomyces group Planctomyces staleyi 10 1 Isocystis pallida + 25 1 Chlamydiae + 25 2 Thermus-Deinococcus group + 22 2 Green nonsulfur bacteria Thermomicrobium roseum + 25 1 Herpetosiphon auriantiacus + 16 1 Exception: Chloroflexus auriantiacus + 10 1 Thermotoga group Ferridobacterium nodosum 10 1 Thermotoga maritima + 24 1 Sequences used are in the CPGA rRNA sequence database, University of Illinois. eubacteria show a much larger structure here, a somewhat irregular helix having a stalk of roughly 10 base pairs generally terminated by a loop offour nucleotides (3, 4). The insertion of a nucleotide in the vicinity of position 130 (relative to E. coli) correlates with the lengthening ofthe stalk of the 184-193 helix from 3 to about 10 pairs. The known phylogenetically independent examples of the correlation are recorded in Table 2. In 5 of the 11 eubacterial phyla (27), all known sequences exhibit the insertion at position 130 and the extended form of the helix at 184-193. In one, only the short form of the 184-193 helix with no insertion at position 130 has so far been seen (28). In four phyla both types occur. There exist only two (independent) exceptions to this correlation, W. succinogenes (CPGA rRNA sequence database, University of Illinois) and C. aurantiacus (29), both of which exhibit the inserted nucleo- tide but the short form ofthe helix. [H. aurantiacus is atypical in having a helix ofintermediate length (six "pairs," some of which are noncanonical) accompanied by the insertion at position 130 (29)]. Given the amount and phylogenetically broad distribution ofthe supporting examples (27, 30), we do not consider the two exceptions reason to doubt the signif- icance of the correlation. The correlation in this case is between an isolated nucle- otide insertion/deletion and the overall size of a remote secondary structural element. Whether this actually be- speaks a physical contact, as opposed, for example, to some distortion produced by the insertion at position 130 that then permits the accommodation ofthe longerform ofthe helix (at 184-193) in the overall structure of the rRNA, is an open question. However, it would seen reasonable that, were such an accommodation required (in switching from the short to the long form of the helix), it could be accomplished in more than one very precise way. Therefore, some sort of physical contact between the elongated helix and the inserted nucle- otide seems likely. This work was supported by a grant to C.R.W. from the National Aeronautics and Space Administration (NSG-7044). 1. Woese, C. R., Magrum, L. J., Gupta, R., Siegel, R. B., Stahl, D. A., Kop, J., Crawford, N., Brosius, J., Gutell, R. R., Hogan, J. J. & Noller, H. F. (1980) Nucleic Acids Res. 8, 2275-2293. 2. Noller, H. F., Kop, J., Wheaton, V., Brosius, J., Gutell, R. R., Kopylov, A. M., Dohme, F., Herr, W., Stahl, D. A., Gupta, R. & Woese, C. R. (1981) Nucleic Acids Res. 9, 6167-6189. 3. Woese, C. R., Gutell, R. R., Gupta, R. & Noller, H. F. (1983) Microbiol. Rev. 47, 621-669. 4. Gutell, R. R., Weiser, B., Woese, C. R. & Noller, H. F. (1985) Prog. Nucleic Acids Res. Mol. Biol. 32, 155-216. 5. Moazed, D. & Noller, H. F. (1987) Nature (London) 327, 389- 394. 6. Brimacombe, R., Atmadja, J., Stiege, W. & Schuler, D. (1988) J. Mol. Biol. 199, 115-136. 7. Stern, S., Powers, T., Changchien, L.-M. & Noller, H. F. (1988) J. Mol. Biol. 201, 683-695. 8. Stern, S., Weiser, B. & Noller, H. F. (1988) J. Mol. Biol. 204, 447-482. 9. Olsen, G. J. (1983) Dissertation (Univ. of Colorado, Denver). 10. Gutell, R. R., Noller, H. F. & Woese, C. R. (1986) EMBO J. 5, 1111-1113. 11. Weisburg, W. G., Hatch, T. P. & Woese, C. R. (1986) J. Bacteriol. 167, 570-574. 12. Boer, P. H. & Gray, M. W. (1988) Cell 55, 399-411. 13. Clary, D. 0. & Wolstenholme, D. R. (1987) J. Mol. Evol. 25, 116-125. 14. Jacobs, H. T., Elliott, D. J., Math, V. B. & Farquharson, A. (1988) J. Mol. Biol. 202, 185-217. 15. Roe, B., Ma, D.-P., Wilson, R. K. & Wong, J. F.-H. (1985) J. Biol. Chem. 260, 9759-9774. 16. Leinfelder, W., Jarsch, M. & Bock, A. (1985) Syst. Appl. Microbiol. 6, 164-170. 17. Sogin, M. L., Elwood, H. J. & Gunderson, J. H. (1986) Proc. Natl. Acad. Sci USA 83, 1383-1387. 18. Schnare, M. N., Collings, J. C. & Gray, M. W. (1986) Curr. Genet. 10, 405-410. 19. Looker, D., Miller, L. A., Elwood, H. J., Stickel, S. & Sogin, M. L. (1988) Nucleic Acids Res. 16, 7198. 20. Johansen, T., Johansen, S. & Haugli, F. B. (1988) Curr. Genet. 14, 265-273. 21. Clark, C. G. & Cross, G. A. M. (1988) Mol. Biol. Evol. 5,512- 518. 22. Woese, C. R. (1967) in The Genetic Code (Harper & Row, New York), p. 116. Biochemistry: Woese and Gutell
  • 4. 3122 Biochemistry: Woese and Gutell 23. Quigley, G. J. & Rich, A. (1976) Science 194, 7%-806. 24. Moazed, D. & Noller, H. F. (1986) Cell 47, 985-994. 25. Stern, S., Wilson, R. C. & Noller, H. F. (1986) J. Mol. Biol. 192, 101-110. 26. Melancon, P., Lemieux, C. & Brakier-Gingras, L. (1988) Nucleic Acids Res. 16, 9631-9639. Proc. Nadl. Acad. Sci. USA 86 (1989) 27. Woese, C. R. (1987) Bacteriol. Rev. 51, 221-271. 28. Tomioka, N. & Sugiura, M. (1983) Mol. Gen. Genet. 191, 46-50. 29. Oyaizu, H. & Woese, C. R. (1985) Syst. Appl. Microbiol. 6, 257-263. 30. Achenbach-Richter, L., Gupta, R., Stetter, K. 0. & Woese, C. R. (1987) Syst. Appl. Microbiol. 9, 34-39.