of 21
Article
Simultaneous mapping of 3D structure and nascent
RNAs argues against nuclear compartments that
preclude transcription
Graphical abstract
Highlights
d
RD-SPRITE enables simultaneous mapping of nascent
transcription and DNA structure
d
Pol II transcription occurs within both A and B compartments
and proximal to nucleoli
d
Nascent pre-mRNAs organize within chromosome territories
and A/B compartments
d
Our findings argue against structural domains that preclude
RNA Pol II transcription
Authors
Isabel N. Goronzy, Sofia A. Quinodoz,
Joanna W. Jachowicz, Noah Ollikainen,
Prashant Bhat, Mitchell Guttman
Correspondence
quinodoz@princeton.edu (S.A.Q.),
mguttman@caltech.edu (M.G.)
In brief
Using RD-SPRITE to simultaneously map
3D genome structure and nascent RNA
transcription genome-wide, Goronzy
et al. find that RNA polymerase II
transcription can occur within multiple
compartments in the nucleus, including
regions previously associated with
inactive transcription, such as the B
compartment and close to the nucleolus.
Goronzy et al., 2022, Cell Reports
41
, 111730
November 29, 2022
ª
2022 The Authors.
https://doi.org/10.1016/j.celrep.2022.111730
ll
Article
Simultaneous mapping of 3D structure and nascent
RNAs argues against nuclear compartments
that preclude transcription
Isabel N. Goronzy,
1,2,3,6
Sofia A. Quinodoz,
1,4,6,
*
Joanna W. Jachowicz,
1,5,7
Noah Ollikainen,
1,7
Prashant Bhat,
1,2
and Mitchell Guttman
1,8,
*
1
Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
2
David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA
3
Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA 91125, USA
4
Present address: Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ 08544, USA
5
Present address: Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), 1030 Vienna, Austria
6
These authors contributed equally
7
These authors contributed equally
8
Lead contact
*Correspondence:
quinodoz@princeton.edu
(S.A.Q.),
mguttman@caltech.edu
(M.G.)
https://doi.org/10.1016/j.celrep.2022.111730
SUMMARY
Mammalian genomes are organized into three-dimensional DNA structures called A/B compartments that are
associated with transcriptional activity/inactivity. However, whether these structures are simply correlated
with gene expression or are permissive/impermissible to transcription has remained largely unknown
because we lack methods to measure DNA organization and transcription simultaneously. Recently, we
developed RNA & DNA (RD)-SPRITE, which enables genome-wide measurements of the spatial organization
of RNA and DNA. Here we show that RD-SPRITE measures genomic structure surrounding nascent pre-
mRNAs and maps their spatial contacts. We find that transcription occurs within B compartments—with
multiple active genes simultaneously colocalizing within the same B compartment—and at genes proximal
to nucleoli. These results suggest that localization near or within nuclear structures thought to be inactive
does not preclude transcription and that active transcription can occur throughout the nucleus. In general,
we anticipate RD-SPRITE will be a powerful tool for exploring relationships between genome structure
and transcription.
INTRODUCTION
The three-dimensional (3D) arrangement of DNA in the nucleus is
thought to be important for regulating critical nuclear processes
such as DNA replication and transcription.
1–3
Accordingly, there
have been significant efforts to map DNA structure across
different cell types using proximity ligation methods like 3C,
4
Hi-C,
5–7
and related variants.
2
,
8
These methods have identified
several structural features including chromosome territories,
A/B compartments, topologically associating domains (TADs),
loops, and enhancer-promoter interactions. However, which of
these are critical for gene regulation and other cellular functions
remains unclear.
The main reason that structure-function relationships within
thenucleus arepoorlyunderstoodisthatcurrentmethodscannot
simultaneously measure transcriptional states and 3D genome
organization.
9
,
10
Instead, analysis of the functional conse-
quences of nuclear structure relies on correlations between
distinct measurements of DNAorganization and gene expression
profiles generated from a combination of experimental methods
(e.g., Hi-C and RNA-seq) in different populations of cells. These
measurements capture an ensemble of many individual cells,
each of which may contain heterogeneous functional states
and structures, making the direct comparison between 3D
structure and transcription challenging.
5
,
11
To highlight this limitation, consider A and B compartments,
which refer to alternating sets of DNA regions that broadly
partition chromosomes; DNA regions within one compartment
preferentially interact with each other (e.g., A-A) rather than
with neighboring regions of the other (e.g., A-B). Early studies
found that A compartments are enriched for genomic DNA re-
gions containing actively transcribed RNA polymerase II (Pol II)
genes, whereas B compartments are depleted for active Pol II
genes and enriched for repressive chromatin marks.
7
,
12
As
such, these compartments are generally thought to represent
spatial organization of transcriptionally active (A) and inactive
(B) Pol II genes within distinct regions of the nucleus.
3
,
10
,
13–15
In contrast to this general observation, there are specific genes
located within B compartments that are actively transcribed.
12
This is predominantly explained by a model where actively tran-
scribed DNA loci ‘‘loop out’’ of the inactive (B) compartment to
localize within an active (A) compartment.
1
,
16–19
In this model,
Cell Reports
41
, 111730, November 29, 2022
ª
2022 The Authors.
1
This is an open access article under the CC BY-NC-ND license (
http://creativecommons.org/licenses/by-nc-nd/4.0/
).
ll
OPEN ACCESS
PolIItranscriptiondoesnotoccurwithinBcompartments;actively
transcribed genes may appear to be within them simply because
of the ensemble nature of compartment (e.g., Hi-C, SPRITE) and
gene expression measurements (e.g., RNA-seq). In support of
this ‘‘looping out’’ model, single-cell microscopy measurements
have shown that individual active genes can be located away
from the remainder of the chromosome from which they are
transcribed,
16
,
18–20
that the promoter regions of active genes in
B compartments can form local associations with the A compart-
ment,
21
and that transcribed genomic loci (measured by interac-
tions between pre-mRNAs) do not form A/B compartments.
16
Yet, there are other observations to suggest that transcription
may occur within both A and B compartments: many A/B
compartment boundaries remain the same between distinct
cell states despite major changes in gene expression pro-
grams,
12
and direct recruitment of various gene loci to the nu-
clear lamina (a compartment associated with transcriptional
silencing and located within B compartments) does not always
lead to transcriptional repression for all genes.
22–25
Accordingly,
whether localization of genes within B compartments or other
nuclear structures that have been associated with inactive Pol
II transcription and repressive heterochromatin (such as the
nucleolus and nuclear lamina)
22
,
26
,
27
precludes Pol II transcrip-
tion or is simply correlated with inactive transcription remains
unclear.
Recently, we developed RNA & DNA SPRITE (RD-SPRITE),
which enables simultaneous multiway measurements of DNA
and RNA organization in the nucleus.
28
In our previous study,
we focused on the spatial localization of ncRNAs and their roles
in seeding nuclear organization. However, RD-SPRITE also
measures localization of mRNAs, including individual nascent
pre-mRNAs at their transcriptional loci. Because RNA represents
the functional output of transcription, this approach allows us to
directly measure both 3D genome organization and transcription
at the same location within the nucleus. Here, we show that RD-
SPRITE can be used to assess the relationship between
structural organization and transcriptional activity within different
structural compartments.
RESULTS
RD-SPRITE measures nascent and mature mRNAs at
precise locations in the cell
RD-SPRITEusessplit-and-poolbarcodingtomeasurethespatial
organization of individual RNA and DNA molecules within the cell.
The fundamental measurement unit of RD-SPRITE is the SPRITE
cluster, which contains multiple RNA and DNA molecules that are
in close proximity within a single cell.
28
,
29
Using these clusters,
we can measure multiway RNA and DNA contacts, including
RNA-RNA, RNA-DNA, and DNA-DNA contacts, within higher-or-
der structures in the cell (
Figure 1
A). We previously showed that
RD-SPRITE can accurately measure the 3D spatial organization
of DNA and RNA in the nucleus, including DNA structures such
as chromosome territories, A/B compartments, TADs, and loops
as well as DNA and RNA within nuclear bodies such as the
nucleolus, nuclear speckles, and histone locus body.
28
,
30
Here, we sought to explore whether RD-SPRITE can measure
the 3D organization of distinct populations of mRNAs—including
nascent and mature mRNAs—and their quantitative levels at
various locations in the cell. To do this, we examined the RNA-
RNA and RNA-DNA contacts in our RD-SPRITE dataset
collected from mouse embryonic stem cells. Specifically, we
focused on intronic reads as a surrogate for nascent pre-mRNAs
and exonic reads as a surrogate for mature mRNAs. We
reasoned that newly transcribed (nascent) pre-mRNAs should
be preferentially located on chromatin in proximity to their
genomic DNA locus, while fully spliced (mature) mRNAs should
be associated with ribosomal RNAs (rRNAs) in the cytoplasm.
Consistent with this, we find that intronic reads in RD-SPRITE
represent nascent pre-mRNAs in that they are (1) enriched on
chromatin, (2) enriched for contacts with various small nuclear
RNAs (snRNAs) such as U1 and U2, which are involved in pre-
mRNA splicing in the nucleus, and (3) depleted for contacts
with cytoplasmic RNAs, such as rRNAs (
Figure 1
B). In contrast,
exonic reads show properties consistent with mature mRNAs in
that they are (1) depleted on chromatin, (2) depleted for contacts
with snRNAs, and (3) enriched for contacts with rRNAs (
Fig-
ure 1
B). Together, these data demonstrate that RD-SPRITE
can detect both classes of mRNAs located in different parts of
the cell and distinguish between their localization patterns.
We next tested whether RD-SPRITE can quantitatively mea-
sure the relative abundance of these distinct mRNA populations.
First, we measured whether the overall RNA levels measured by
RD-SPRITE correlate with total RNA-seq measurements and
observed a strong correlation between the levels of RNAs
measured by each approach (Spearman p = 0.79) (
Figure 1
C).
31
Next, we focused specifically on nascent pre-mRNA levels by
comparing transcription levels estimated from intronic reads in
RD-SPRITE and found them to be highly correlated with those
estimated from global run-on and sequencing (GRO-seq) as-
says,
32
which measure transcription levels of mRNAs (Spearman
p = 0.86). Finally, we observed a strong correlation between
exonic reads measured by RD-SPRITE and mature mRNA levels
measured by polyA-selected RNA-seq (Spearman p = 0.88).
To confirm the localization of nascent RNAs at their genomic
loci, we measured the DNA contacts of pre-mRNAs (RNA-DNA
contacts) and found them to be enriched for contacts with their
genomic loci (
Figures 1
D and 1E). Next, we explored whether
RD-SPRITE can detect the 3D structure at these actively
transcribing DNA loci. To do this, we mapped the DNA-DNA
contacts of SPRITE clusters containing a specific nascent pre-
mRNA and found that the DNA contacts are highly enriched
surrounding the locus from which the pre-mRNA is transcribed
(
Figure 1
F).
Taken together, these results demonstrate that RD-SPRITE
accurately distinguishes distinct populations of mRNAs within
the cell, enables quantitative measurement of their transcription
levels, and detects the genomic contacts and 3D structure
around individual pre-mRNAs.
Genomic DNA located within B compartments can be
actively transcribed
Because RD-SPRITE accurately measures both nascent RNA
transcripts and higher-order DNA organization genome-wide,
we used it to explore the global structure of genomic DNA
regions undergoing Pol II transcription. Specifically, we
2
Cell Reports
41
, 111730, November 29, 2022
Article
ll
OPEN ACCESS
generated a genome-wide DNA-DNA contact matrix using
SPRITE clusters containing nascent pre-mRNAs. We reasoned
that if most genes within B compartments loop out and
reposition into A compartments when actively transcribed (the
‘‘looping out’’ model), then wewould seea single active compart-
ment in the DNA-DNA contact matrix of actively transcribed re-
gions. Conversely, if genes are transcribed within B compart-
ments, then we would observe both A and B compartments
within this DNA-DNA contact matrix (
Figure 2
A). In fact, the
genomic DNA structures generated from only actively tran-
scribed clusters show clear chromosome territories and intra-
compartment structures comparable to those observed when
measuring DNA-DNA contacts across all SPRITE clusters (
Fig-
ure 2
B). The A/B compartment structure seen in transcribed clus-
ters closely corresponds to A/B compartments defined using
principal eigenvector analysis on the DNA contacts measured
from all SPRITE clusters (
Figure S1
,
STAR Methods
). This sug-
gests that genes in the B compartment do not ‘‘loop out’’ as
they are transcribed but instead remain in the B compartment.
While it is commonly described as a single compartment, the B
compartment is in fact heterogeneous. Compartment structures
can also be defined using five sub-compartments, three of which
(B1, B2, B3) are considered B-like but differ in repressive
chromatin modifications, gene density, and nuclear location
33
,
34
(
Figure 2
C); B2 and B3 are highly enriched for chromatin features
associated with transcriptional repression, while B1 has
chromatin features more closely resembling the A2 sub-
compartment. Because of this, we considered the possibility
that our observations of transcription within the B compartment
might be restricted to B1. To explore this, we focused on a set of
highly expressed nascent pre-mRNAs in RD-SPRITE and found
these genes to be located within all three B sub-compartments
RD-SPRITE All RNA counts (log
)
RNA-seq counts (log
)
1
2
3
4
1
2
3
5
4
RD-SPRITE Intron counts (log
)
GRO-seq counts (log
)
1
2
3
4
1
2
3
4
RD-SPRITE Exon counts (log
)
polyA RNA-seq counts (log
)
1
2
3
4
1
2
3
5
4
5
4
3
2
1
-5
5
Distance from Locus (Mb)
RNA-DNA Contacts (x
5
)
C
B
D
A
Intron
Exon
1
Intron
(nascent)
Exon
(mature)
Intron
(nascent)
Exon
(mature)
1
Intron
(nascent)
Exon
(mature)
1
E
F
121kb
Gli2
121kb
117kb
Gli2
Nucleus
A
N
R
c
i
m
s
a
l
p
o
t
y
C
A
N
R
/
A
N
D
r
a
e
l
c
u
N
SPRITE cluster
Gli2
Pola1
Rbfox2
Tet1
Etl4
Rere
A
ff1
Exoc4
Pias2
Glis
3
RNA-DNA Contacts
12345
11 12 13 14 15
X
Cytoplasm
DNA-DNA
+
pre-mRN
A
Contacts
Nascent RNA
Mature RNA
Total RNA
mRNA
AAA
rRNAs
rRNAs
Nascent RNA
nascent RNA
nascent RNA
DNA
DNA
Pol II
Pol II
snRNAs
snRNAs
SPRITE cluster
Intron
Exon
DNA
snRNAs
snRNAs
DPM
DPM
RPM
RPM
mRNA
rRNAs
rRNAs
Mature RNA
Figure 1. RD-SPRITE measures nascent and mature mRNAs at precise locations in the cell
(A) Schematic of nascent pre-mRNAs (blue), mature mRNAs (red), and their respective molecular interactions mapped using RNA & DNA SPRITE. Zoom-ins s
how
nascent pre-mRNA contacts in the nucleus (top) and mature mRNA contacts in the cytoplasm (bottom). The specific RNA (RPM) or DNA (DPM) molecules
measured within RD-SPRITE clusters are shown in the dotted circles.
(B) Contact frequency enrichment scores of introns (blue) or exons (red) with chromatin (left), snRNAs (middle), or rRNAs (right) measured using RNA
-DNA or RNA-
RNA interactions.
(C) Correlations between RD-SPRITE RNA abundance and total RNA-seq
31
(left), RD-SPRITE introns and GRO-seq
32
(middle), and RD-SPRITE exons and polyA-
selected RNA-seq (right).
(D) Aggregated total RNA-DNA contacts of introns or exons with DNA regions surrounding their genomic loci. Shown is the total weighted contact freque
ncy of all
RNAs within these populations contacting 1 megabase (Mb) genomic DNA windows from 10 Mbs up- and downstream of the transcriptional start site.
(E) Examples of weighted RNA-DNA interactions for selected pre-mRNAs (1-Mb resolution). The genomic locus for each pre-mRNA is annotated on the x axi
s.
(F) Weighted DNA-DNA interactions for transcriptionally active loci at the
Gli2
gene locus on chromosome 1 (100-kb resolution). Interactions of transcriptionally
active loci are defined as the DNA contacts occurring within multiway SPRITE clusters containing both nascent Gli2 pre-mRNA transcripts and multiple
DNA
reads.
Cell Reports
41
, 111730, November 29, 2022
3
Article
ll
OPEN ACCESS
D
C
B
A
E
F
Mllt10
Arhgap21
Abi1
Odf2
Sptan1
Tbc1d13
Gtdc1
Mbd5
Rif1
AB
B
chr 2
10Mb
53Mb
RNA-DNA contacts
B
B
A
Normalized contacts
A
DNA Compartment on Chr2
B
1.3
1.2
1.1
1.0
0.9
A / B pre-mRNA-DNA
inter-comp. domain enrichment
G
0 25 50 75 100 125 150 175
Position on chr 2
E1
-0.75
-0.5
-0.25
0.0
0.25
0.5
0.75
1.0
1.25
A / B pre-mRNA-DNA inter-comp.
domain enrichment (rank mapped)
E1
Weighted contacts
chromosome 2
chromosome 2
200
50
175
100125
75
150
0
25
chr 2
Weighted contacts
100
350
200 250
150
300
0
50
chr 2
Weighted contacts
50
300
150 200
100
250
0
chromosome 2
chromosome 2
chromosome 2
chromosome 2
chr 2
B2/B3 Transcribed clusters
A1
A2
B1
B2
B3
A2/B1 Transcribed clusters
A1
A2
B1
B2
B3
A1 Transcribed clusters
A1
A2
B1
B2
B3
A compartment B compartment
chromosome 4
Weighted contacts
0 100 200 300 400 500
Weighted contacts
0 400 800 1200
DNA-DNA contacts
Chr 2
Weighted contacts
450
0350
150 250
50
0400
Weighted contacts
1200
800
A compartment B compartment
DNA-DNA contacts
Chr 4
Expected
DNA-DNA
Heamaps
B
B
A
Sub-Compartment
DNA-DNA contacts: per subcompartment
DNA-DNA
DNA-DNA
DNA-DNA
DNA-DNA
DNA-DNA
+
pre-mRNA
DNA-DNA
+
pre-mRNA
DNA-DNA
+
pre-mRNA
Mean
snRNA
% Nucleolar
Hub Regions
% Speckle
Hub Regions
% Genome
% Matching
A/B Labels
Mean Gene
Density
Mean
pre-mRNAs
Numb. Top
2000 genes
A1 A2
B3
B1 B2
0.15 0.13 0.16
0.29 0.27
0.94
0.41
0.67 0.96 0.95
2.99 1.76 1.49
0.65 0.67
353 230
204 103 94
100
53 47 23 21
870 467 467
97 58
0.91
0.03 0.06 0 0
0.44
0.18 0.12
0.04
0.23
Min
Max
s
r
e
t
s
u
l
c
d
e
b
i
r
c
s
n
a
r
T
s
r
e
t
s
u
l
c
d
e
b
i
r
c
s
n
a
r
T
s
r
e
t
s
u
l
c
l
l
A
s
r
e
t
s
u
l
c
l
l
A
Mllt10
Arhgap21
Abi1
Odf2
Sptan1
Tbc1d13
Gtdc1
Mb
d5
R
if1
A compartment B compartment
5
All DNA
Transcribed DNA
B
B
A
All DNA
Transcribed DNA
“Looping Out” Model:
Transcription only in
A Compartment
“Permissive” Model:
Transcription in both
A and B Compartments
Off
Off
Off
Off
On
On
On
On
On
On
B
A
On
On
B
A
On
On
On
On
0
10
15
20
25
x10
-3
x
T
x
T
All
All
Figure 2. Genomic DNA located within B compartments can be actively transcribed
(A) Two models of RNA Pol II gene transcription within A or B compartments and the expected DNA-DNA interaction matrices for actively transcribed loci
. The
‘‘looping out’’ model requires B compartment genes to loop into the A compartment to be transcribed, and the corresponding DNA-DNA matrix generated f
rom
transcribed DNA regions (left heatmap, upper diagonal) would not have compartment structure, while the heatmap generated from all DNA regions would
have
compartment structure (lower diagonal). In the ‘‘permissive’’ model, transcription of B compartment genes occurs without a change in genomic struc
ture, and the
corresponding DNA-DNA matrix from transcribed DNA regions (right heatmap, upper diagonal) would have A/B compartment structure.
(B) Weighted DNA-DNA interaction heatmaps for SPRITE clusters containing nascent pre-mRNAs (upper diagonal) versus all SPRITE clusters (lower dia
gonal).
Chromosomes 2 and 4 are shown as examples.
(C) Feature profiles of A/B sub-compartments at 100-kilobase (kb) resolution. Characteristics include percentage (%) of genome assigned to each sub
-
compartment (top), % of 100-kb regions for each sub-compartment matching the corresponding ‘‘super-compartment’’ labels (i.e., A1-A, B1-B) calcu
lated by
principal eigenvector analysis of RD-SPRITE (second), mean number of protein-coding genes per 100-kb DNA region (third), mean weighted RNA-DNA con
tacts
of pre-mRNAs per 100-kb DNA region (fourth), mean weighted RNA-DNA contacts of small nuclear RNAs (snRNAs) per 100-kb DNA region (fifth), number of top
2,000 genes within each sub-compartment (sixth), and percentage of speckle or nucleolar hub regions within each sub-compartment (seventh and eight
h).
(D) Weighted DNA-DNA interaction heatmaps for actively transcribing SPRITE clusters containing nascent pre-mRNAs of genes in various sub-com-
partments.
(E) Unweighted RNA-DNA interactions of nascent pre-mRNAs at the B-A-B compartment boundaries near the front end of chromosome 2 (10–53 Mb).
(legend continued on next page)
4
Cell Reports
41
, 111730, November 29, 2022
Article
ll
OPEN ACCESS
(
Figure 2
C,
STAR Methods
). Focusing specifically on the sub-
compartments associated with repressive features (B2 or B3),
we measured the DNA organization (DNA-DNA contacts) when
pre-mRNAs are actively transcribed. We selected individual
SPRITE clusters that contain reads for nascent pre-mRNAs
located within B2 or B3 and generated a DNA-DNA heatmap
(
Figure 2
D). We found that actively transcribed genomic
regions within these sub-compartments maintain DNA-DNA
contacts with other B2 and B3 regions and do not contact neigh-
boring A1 sub-compartment genomic regions. Conversely,
when we used clusters containing pre-mRNAs from genes within
the A1 sub-compartment to generate a DNA-DNA heatmap, we
observed preferential contacts with other A1 regions but not
contacts with neighboring B compartment DNA regions.
Together, these results demonstrate that active transcription
can occur within all B sub-compartments.
TofurthervalidatethatBcompartmentstructuresareobserved
when B compartment genes are actively transcribed, we
explored the DNA contacts of nascent pre-mRNAs. RD-SPRITE
detects long-distance RNA-DNA interactions between nascent
pre-mRNAs and genomic DNA sites beyond their transcriptional
loci(
Figure1
E).ToinvestigatetheunderlyinggenomicDNAstruc-
ture during active transcription of B compartment genes, we
looked for A/B compartment structures in these long-range
RNA-DNA contacts. Indeed, beyond RNA-DNA contacts
between pre-mRNAs and their own loci, B compartment pre-
mRNAs are enriched for contacts with DNA regions located in
neighboring B compartments and depleted for contacts with
DNA regions located within A compartments (
Figures 2
E–2G).
Because these nascent RNA transcripts are located near their
gene locus, this confirms that genes contained within B
compartments do not ‘‘loop out’’ when transcribed.
Together, these results indicate that localization of genes
within B compartments does not preclude transcription.
Nascent pre-mRNAs organize within genome-wide
structures resembling A/B compartments
We next wondered whether multiple, simultaneously transcribed
genes organize together within the B compartment. To explore
this, we generated an RNA-RNA contact matrix to measure the
genome-wide spatial organization of nascent pre-mRNAs
(
Figures 3
A and 3B). Because the number of observed RNA con-
tacts is dependent on expression level, we focused on the 2,000
most highly expressed genes to ensure high-confidence mea-
surements of individual pre-mRNA contacts (
Table S1
). These
highly expressed genes include those located within both A
and B compartments (1,216 A genes and 784 B genes) and
display comparable expression levels (
Figures S1
C and
S2
A).
We sorted these pre-mRNAs by the genomic position of their
gene locus and observed clear structural patterns, including
the following: (1) preferential contacts between pre-mRNAs
that are transcribed from the same chromosome, reminiscent
of chromosome territories (
Figure 3
A), and (2) alternating blocks
of highly interacting pre-mRNAs within individual chromosomes,
reminiscent of A/B compartments (
Figure 3
B). In contrast, con-
tact matrices generated between mature mRNAs (exons) do
not display preferential contact frequencies based on their
genomic positions, consistent with their localization in the
cytoplasm (
Figures S3
A and S3B).
To determine whether these intrachromosomal structural
patterns correspond to A/B compartments, we compared
them to the 3D structure of their corresponding genomic DNA
loci. We generated a DNA-DNA contact matrix for these highly
expressed genes (gene-level heatmap) and observed highly
similar intrachromosomal patterns in the DNA-DNA and the
pre-mRNA RNA-RNA contact maps (Pearson r = 0.83), but
not between gene-level DNA and mature mRNA contact maps
(Pearson r = 0.04) (
Figures 3
Cand
S3
C). Next, we defined A/B
compartments using nascent RNA-RNA contacts and asked
whether their quantitative (eigenvector) values matched those
defined using DNA-DNA contacts. First, we ensured that A/B
compartment scores based on the gene-level DNA-DNA con-
tacts were similar to those measured across the genome (Pear-
son r = 0.87,
STAR Methods
) to confirm that this gene-level
analysis is comparable to genome-wide analysis (
Figure 3
D).
Second, we compared the gene-level DNA-DNA eigenvectors
to those calculated from the nascent RNA-RNA contact matrix
and found a strong correlation (Pearson r = 0.75) (
Figure 3
E).
Finally, we grouped RNA-RNA contacts based on A/B compart-
ment definitions from genomic DNA and found that pre-mRNAs
transcribed from B compartments display a high contact
frequency with other pre-mRNAs transcribed from B compart-
ments, but not with pre-mRNAs transcribed from loci contained
within A compartments, and vice versa (
Figure 3
F). In contrast,
mature mRNAs do not display any preferential interactions
between A/B regions (
Figures S3
D–S3F).
To ensure that the observed compartmentalization of nascent
RNAs is not a unique feature of highly expressed genes, we
explored compartmentalization properties across mRNAs that
span a broad range of expression levels (i.e., the top 10,000
most abundant pre-mRNAs) (
Figure S4
A) and observed prefer-
ential A-A and B-B contacts and depletion of neighboring A-B
contacts (
Figure S4
B). Indeed, zooming in on chromosome 2,
we detected clear B-A-B compartment structures, comparable
to those measured for the most abundant 2,000 pre-mRNAs,
within the RNA-RNA contacts of lower expression genes (
Fig-
ure S4
C). This indicates that the organization of pre-mRNAs
within A/B compartments and transcription within the B
compartment is observed across a range of expression levels
and all classes of transcribed Pol II genes.
These results are consistent with our observations that
actively transcribed genes are spatially organized into A/B
compartments and that multiple genes are simultaneously tran-
scribed within B compartments (
Figure 3
G). If transcription only
(F) Inter-compartment pre-mRNA-DNA contact enrichment score for A versus B compartment genes (black solid line) and the first eigenvector (E1) (gray
dotted
line) along chromosome 2. Enrichment scores were rank-remapped to E1 for direct comparison (
STAR Methods
).
(G) Mean inter-compartment pre-mRNA-DNA enrichment scores for A versus B compartment genes on A (left) or B (right) compartment genomic regions of
chromosome 2. Error bars show 95% bootstrapped confidence intervals.
Cell Reports
41
, 111730, November 29, 2022
5
Article
ll
OPEN ACCESS