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- Source title: Complex temperature profiles recorded through antisense co-transcriptional sensitivity
- Author(s): Xu, J., Menon, G., Guo, C., Montez, M., JIN, X., Yang, M., Sindalovskaya, M., Reeck, S., Duncan, S., Mateo Bonmati, E., Xu, C., Jang, G.-J., Zhang, Y., Zhai, J., Ding, Y., Dean, C.
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preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in
&#91;perpetuity. It is made available under a CC-BY 4.0 International license.&#93;(http://creativecommons.org/licenses/by/4.0/)


1 **Complex temperature profiles recorded through antisense co-transcriptional sensitivity**
2
3 Jin Xu &#91;1&#93; -, Govind Menon &#91;1,2&#93; -, Chaocheng Guo &#91;1&#93; -, Miguel Montez &#91;1&#93;, Xianhao Jin &#91;1,3&#93;, Minglei Yang &#91;1,4&#93;,
4 Maria Sindalovskaya &#91;1&#93;, Svenja Reeck &#91;1&#93;, Susan Duncan &#91;1&#93;, Eduardo Mateo-Bonmatí &#91;1,5&#93;, Congyao
5 Xu &#91;1&#93;, Geng-Jen Jang &#91;1,6&#93;, Yueying Zhang &#91;1&#93;, Jixian Zhai &#91;3&#93;, Yiliang Ding &#91;1*&#93; &amp; Caroline Dean &#91;1*&#93;

6
7 1 Department of Cell and Developmental Biology, John Innes Centre, Norwich Research Park,
8 Norwich NR4 7UH, UK
9 2 Department of Computational and Systems Biology, John Innes Centre, Norwich Research Park,
10 Norwich NR4 7UH, UK
11 3 Shenzhen Key Laboratory of Plant Genetic Engineering and Molecular Design, Institute of Plant
12 and Food Science, Department of Biology, School of Life Sciences, Southern University of
13 Science and Technology, Shenzhen, China
14 4 Current address: Division of Life Sciences and Medicine, University of Science and Technology
15 of China, Hefei, China.
16 5 Current address: Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de
17 Madrid (UPM) - Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria
18 (INIA)/CSIC, 28223 Pozuelo de Alarcón, Madrid, Spain
19 6 Current address: Department of Life Science, College of Life Science, National Taiwan
20 University, Taipei 106319, Taiwan
21

22
23 - These authors contributed equally to this work
24 &#91;* Corresponding authors: caroline.dean@jic.ac.uk or yiliang.ding@jic.ac.uk&#93;(mailto:caroline.dean@jic.ac.uk)
25

26

27 **SUMMARY**

28

29 **Plants integrate widely fluctuating temperature over seasons to regulate their**
30 **development. In vernalization,** _**FLOWERING LOCUS C**_ **(** _**FLC**_ **)** **&#91;1,2&#93;** **is repressed by cold-**

31 **induced antisense (** _**COOLAIR**_ **) transcription and epigenetically silenced by Polycomb**
32 **(PRC2) epigenetic switching** **&#91;3&#93;** **. Here, we show how** _**COOLAIR**_ **co-transcriptional dynamics**

33 **are central to integrating different facets of the natural temperature profile over different**

34 **timescales. Constant cold alters** _**COOLAIR**_ **RNA polymerase II processivity, splicing and**

35 **polyadenylation site choice with distinct kinetics over days to weeks. In contrast,**

36 **fluctuations below freezing at the same mean temperature caused extensive premature**

37 **termination and chromatin retention of** _**COOLAIR**_ **. High-resolution chromatin contact**

38 **mapping showed** _**COOLAIR**_ **premature termination altered local chromatin topology. This**

39 **enhanced** _**FLC**_ **promoter-gene body contacts, coincident with H3K4me1 loss and reduced**

40 _**FLC**_ **transcription. Multiple features of** _**COOLAIR**_ **co-transcriptional sensitivity therefore**

41 **act as thermosensory antennae, integrating distinct facets of winter temperature through**

42 **local chromatin regulation, to robustly repress** _**FLC**_ **in natural conditions.**

43

44


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preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in
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45 **INTRODUCTION**


46 Organisms use environmental cues to coordinate developmental transitions with favourable
47 seasonal conditions. For temperature cues, the wide fluctuations over hourly and daily timescales,
48 are often greater than the average changes over a season, so how gene regulatory systems
49 integrate different aspects of temperature variation remains poorly understood. Vernalization, the
50 acceleration of flowering by prolonged winter cold, provides a tractable system for investigating
51 this problem.


52 In _Arabidopsis_, vernalization involves progressive repression of _FLOWERING LOCUS C_ ( _FLC_ ),
53 a major floral repressor &#91;1,2&#93; . During cold, _FLC_ transcription declines while Polycomb Repressive
54 Complex 2 (PRC2) establishes epigenetic silencing through deposition of histone H3 lysine 27
55 trimethylation (H3K27me3) &#91;4&#93; . This silencing is maintained after plants return to warm conditions &#91;5&#93; .
56 In parallel to Polycomb-mediated regulation, antisense transcription across _FLC_ produces
57 noncoding RNAs collectively termed _COOLAIR_ that contribute to _FLC_ repression during cold &#91;3,6-&#93;
58 9 . The antisense-associated repression pathway can occur over fast and slow timescales, whereas
59 the PRC2-dependent silencing at _FLC_ is a low probability switching mechanism, and thus always
60 slow &#91;3,10&#93; .


61 The mechanism by which _COOLAIR_ represses _FLC_ has been investigated through mutations and
62 natural variants. These affect _COOLAIR_ splicing and polyadenylation, altering _FLC_ expression
63 and flowering &#91;11-13&#93; . Previous studies in warm-grown plants have also linked _COOLAIR_ regulation
64 to the local chromatin state at _FLC_ . _COOLAIR_ co-transcriptional processing and histone
65 demethylation feedback on each other to affect productive _FLC_ transcription and the
66 establishment of Polycomb silencing &#91;11-16&#93; . These local chromatin changes include enhanced
67 contact between the _FLC_ promoter and its 3’ region &#91;3,17&#93;, and formation of _COOLAIR_ RNA
68 condensates over the _FLC_ locus, termed ‘clouds’ &#91;18&#93; . RNA structure of specific _COOLAIR_
69 isoforms also affects chromatin association and _FLC_ expression &#91;8&#93; .


70 A serendipitous finding during Arabidopsis vernalization experiments in natural and
71 climatically distinct field sites, was a strong induction of _COOLAIR_ expression the first night
72 temperatures dipped below zero &#91;19&#93; . This was confirmed in chamber experiments comparing
73 fluctuating and constant cold conditions that had the same mean temperature. _COOLAIR_ hyper74 expression correlated with stronger _FLC_ repression &#91;19&#93;, but not with increased H3K27me3
75 accumulation &#91;3&#93; . We have therefore continued to investigate how sustained cold and brief
76 fluctuations below freezing affect _COOLAIR_ and _FLC_ transcription. We developed targeted
77 FLEP-seq (tFLEP-seq), which uses long-read sequencing of chromatin-associated RNA to
78 resolve splicing and transcript 3’ ends, and combined it with Pol II profiling, RNA imaging,
79 genetic perturbations and chromatin-contact mapping. Our findings show how the sensitivity of
80 _COOLAIR_ transcriptional processing enables plants to integrate different facets of the natural
81 temperature profile over the prolonged timescales of winter. Coupling noncoding co82 transcriptional sensitivity to environmental variation may be a general mechanism for robust
83 gene regulation.


84


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preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in
&#91;perpetuity. It is made available under a CC-BY 4.0 International license.&#93;(http://creativecommons.org/licenses/by/4.0/)


85 **Results**


86 **Cold induces temporally distinct** _**COOLAIR**_ **co-transcriptional changes across the locus**

87 Gradual reduction in _FLC_ expression during cold exposure results from reduced productive
88 transcriptional initiation &#91;20&#93; . Counterintuitively, this is associated with increased co-transcriptional
89 _FLC_ splicing, which is influenced by antisense ( _COOLAIR_ ) transcription &#91;20&#93; . We therefore
90 investigated the transcriptional dynamics on the _COOLAIR_ strand using native elongating
91 transcript sequencing &#91;21&#93; (NET-seq) over the vernalization time course analysed previously for
92 _FLC_ transcription and splicing (Figure S1A, B). RNA polymerase II (Pol II) levels on the
93 _COOLAIR_ strand were higher in the cold (Figure S1A, C), and its spatial distribution revealed
94 unexpected features. On the _FLC_ strand, Pol II accumulated predominantly at the _FLC_ 3’ end &#91;20&#93;,
95 as observed for many _Arabidopsis_ genes &#91;22,23&#93; . On the _COOLAIR_ strand, however, Pol II
96 accumulated at two sites, indicative of slowed elongation or stalling (Figure S1A). The first, at
97 the 3’ end of the proximal _COOLAIR_ isoforms, increased and broadened after one week of cold
98 (Figure S1A). The second, which we term the _COOLAIR_ stalling site (CSS), occurs two-thirds
99 into the _COOLAIR_ transcription unit within the large intron, at a site not previously linked to
100 polyadenylation (Figure S1A). The CSS lies ~350 bp from the H3K27me3 nucleation region and
101 close to the vernalization response element &#91;24&#93; . This is conserved in Brassicaceae _FLC_ &#91;9&#93; and
102 deletion of the CSS region affects _FLC_ regulation &#91;24,25&#93; . Cold reduced the proportion of Pol II
103 signal beyond the CSS, in the region corresponding to the _FLC_ promoter and _COOLAIR_ class II
104 polyadenylation sites (Figure S1D), indicative of cold-enhanced termination at the CSS. Thus,
105 cold induced qualitative changes in Pol II occupancy on the _COOLAIR_ strand that differed
106 markedly from those on the _FLC_ strand.
107
108 We reasoned that these temperature-sensitive transcriptional dynamics would be linked to
109 changes in co-transcriptional processing. However, the short-read (Illumina) NET-seq data could
110 not resolve differential splicing or polyadenylation. We therefore developed targeted FLEP-seq
111 (tFLEP-seq), a long-read approach built on full-length elongating and polyadenylated RNA
112 sequencing (FLEP-seq) &#91;26&#93; . Nanopore sequencing of chromatin-associated RNA gives low per113 locus coverage, which is especially limiting for low-abundance transcripts such as _FLC_ and
114 _COOLAIR_ . tFLEP-seq overcomes this with in-solution hybridization capture, allowing us to
115 quantify poly(A) and non-poly(A) chromatin-associated RNA, map their 3’ ends and resolve
116 splicing patterns across the locus throughout vernalization (Figure 1A). We enriched _FLC_,
117 _COOLAIR_ and 15 other loci &#91;20&#93; from chromatin-associated RNA across a vernalization time
118 course, achieving ~500-fold enrichment over genome-wide background (Figure S2A). The
119 previously described _COOLAIR_ class I, II and III poly(A) isoforms were clearly detected, and
120 the sequencing depth resolved poly(A) site clusters, termination windows and splicing efficiency
121 in greater detail than before.
122

123 Non-poly(A) reads in the sense direction showed that _FLC_ transcription decreased gradually with
124 increasing cold exposure. Their 3’ ends accumulated predominantly at the _FLC_ transcription
125 termination site (Figure 1B), with higher 3’ end signal over exons &#91;27&#93; (Figure 1B). In the antisense
126 direction, despite the high read depth, we did not detect _COLDAIR_ or _COLDWRAP_, two non127 poly(A) lncRNAs previously described using PCR &#91;28,29&#93; . The non-poly(A) _COOLAIR_ 3’ end
128 profile differed markedly from that of _FLC_, with signal accumulating progressively in different
129 regions of the locus over 4 weeks of cold, then returning to non-vernalized levels after 10 days
130 in the warm (Figure 1E and Figure S3). This progressive increase is consistent with the gradual
131 cold induction of CBFs &#91;30&#93; and NTL8 &#91;31&#93;, transcription factors that promote _COOLAIR_ transcription.
132 Significant accumulation of non-poly(A) 3’ ends at the proximal _COOLAIR_ poly(A) site and at
133 the CSS supports Pol II stalling at these sites, consistent with the NET-seq data (Figure S3).


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preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in
&#91;perpetuity. It is made available under a CC-BY 4.0 International license.&#93;(http://creativecommons.org/licenses/by/4.0/)


134 Moreover, _COOLAIR_ non-poly(A) fold changes exceeded those in the poly(A) fraction and in
135 NET-seq (Figure 1E). Whereas NET-seq reports Pol II occupancy, tFLEP-seq measures
136 chromatin-associated RNA more broadly; the larger non-poly(A) response therefore suggests
137 differential chromatin retention of _COOLAIR_ transcripts.
138
139 We next analysed _COOLAIR_ co-transcriptional changes in three windows across the locus:
140 proximal, gene body and distal. Over the constant-cold time course, _COOLAIR_ transcripts
141 accumulated in all three windows, although the early responses and polyadenylation patterns
142 differed between them (Figure 1B-D). Within one week of cold, poly(A) _COOLAIR_ increased in
143 the proximal and gene-body windows, whereas both poly(A) and non-poly(A) _COOLAIR_
144 decreased in the distal window (Figure S2B and Figure 1F). This indicates cold-induced changes
145 in Pol II processivity and termination, consistent with the NET-seq data. Two weeks of cold
146 enhanced splicing of the first _COOLAIR_ intron (Figure 1G). Rapid polyadenylation changes and
147 slower splicing changes therefore differentially shift the proportions of _COOLAIR_ isoforms
148 known to repress _FLC_ . Despite the initial decrease in total distal poly(A) _COOLAIR_, distal class
149 II.ii _COOLAIR_, which represses _FLC_ by sequestering FRIGIDA in condensates &#91;9&#93;, increased
150 rapidly in both absolute abundance and relative proportion. In contrast, distally spliced class II.i
151 _COOLAIR_, which directly influences _FLC_ transcription &#91;8&#93;, and proximally spliced _COOLAIR_,
152 linked to transcription-coupled repression &#91;15&#93;, increase more slowly.
153


154 **Co-transcriptional processing on the** _**COOLAIR**_ **strand captures signatures of fluctuating**

155 **temperatures**


156 _COOLAIR_ -mediated repression of _FLC_ transcription is particularly important under natural field
157 conditions, where dips below freezing super-induce _COOLAIR_ &#91;19&#93; . Given the co-transcriptional
158 sensitivity of _COOLAIR_ in constant cold, we analysed its response to a regime fluctuating to
159 below freezing (fluctuating strong, FS) &#91;19&#93;, compared with constant cold at the same mean
160 temperature (5 °C) (Figure 2A). To determine whether FS alters _COOLAIR_ co-transcriptional
161 processing beyond its previously established transcriptional induction, we analysed chromatin162 associated RNA using tFLEP-seq. This revealed higher levels of both non-poly(A) and poly(A)
163 _COOLAIR_ in the proximal and gene-body windows than under constant cold. Most notably, both
164 non-poly(A) and poly(A) 3’ ends accumulated strongly around the CSS (Figure 2B-D and Figure
165 S4A). Poly(A) _COOLAIR_ transcripts terminating around the CSS, which we term class IV and
166 class V, made up only ~5-10% of chromatin-bound poly(A) _COOLAIR_ in constant cold but ~40%
167 under FS (Figure 2E). Class IV and V transcripts were enriched in the chromatin bound fraction
168 (Figure 2B, C) and, within the limits of read length, appeared unspliced (Figure 2B). Constant
169 cold enhanced both _COOLAIR_ expression and splicing efficiency, whereas fluctuations below
170 freezing super-induced _COOLAIR_ without further increasing splicing efficiency (Figure 2F). FS
171 therefore induces a distinct _COOLAIR_ co-transcriptional response, characterized by increased
172 termination around the CSS without a corresponding increase in splicing efficiency, rather than
173 simply amplifying the changes induced by constant cold. As predicted by modelling of field
174 data &#91;32&#93;, FS did not enhance induction of _VIN3_ (Figure S4B), which encodes the Polycomb
175 accessory protein required for epigenetic silencing3. Consistent with previous evidence that FS
176 does not enhance H3K27me3 accumulation compared with constant cold &#91;3&#93;, the additional
177 _COOLAIR_ -associated repression under FS is unlikely to act through enhanced H3K27me3
178 nucleation.

179


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preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in
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180 **Cold-induced transcriptional changes enhance R-loop formation and** _**COOLAIR**_ **clouds**


181 The strong increase in chromatin-retained _COOLAIR_ under FS prompted us to investigate the
182 nature of this RNA. In warm conditions, _COOLAIR_ transcription forms an extensive RNA-DNA
183 hybrid over the proximal region that is associated with _FLC_ repression &#91;33&#93;, and proximal
184 _COOLAIR_ is likely to be produced when this R-loop is resolved &#91;34&#93; . We used DRIPc (DNA-RNA
185 immunoprecipitation followed by cDNA conversion) to map R-loops strand-specifically.
186 Proximal R-loop levels increased in both constant cold and FS (Figure 3A), consistent with the
187 increase in chromatin-associated proximal _COOLAIR_ . We did not detect R-loops over the CSS,
188 suggesting that _COOLAIR_ retention at this site involves other mechanisms.
189

190 The increase in chromatin-retained _COOLAIR_ under FS detected by tFLEP-seq reflects an
191 average across many cells and _FLC_ copies. We therefore used single-molecule FISH (smFISH)
192 to determine whether this increase reflected greater accumulation at individual loci, a greater
193 fraction of cells with detectable _COOLAIR_ foci, or both. Previous smFISH showed that in
194 constant cold _COOLAIR_ forms large foci at the locus &#91;18&#93;, termed ‘clouds’ by analogy with the _Xist_
195 lncRNA that coats the inactive X chromosome &#91;35&#93; . Here we used _COOLAIR_ intronic probes that
196 also cover the CSS. As previously reported &#91;24&#93;, _COOLAIR_ clouds were present in a small fraction
197 of cells under constant cold. Under FS, clouds increased in both size and intensity, indicating
198 greater _COOLAIR_ accumulation at loci with detectable clouds (Figure 3B, C). The number of
199 foci per nucleus and the fraction of cells with foci also increased (Figure 3D), consistent with
200 more frequent _COOLAIR_ transcription. Clouds form for _COOLAIR_ but not _FLC_ &#91;18&#93;, and tFLEP201 seq detected more non-poly(A) _COOLAIR_ than non-poly(A) _FLC_ (Figure 1E). Together, these
202 observations suggest that the clouds comprise chromatin-retained non-poly(A) _COOLAIR_ at each
203 allele. Thus, constant cold and FS alter _COOLAIR_ co-transcriptional regulation (Pol II
204 processivity, termination and transcript release) through distinct modes at different sites within
205 the locus.

206


207 **Genetic perturbations distinguish contributions of** _**COOLAIR**_ **transcription and processing**

208 **to** _**FLC**_ **repression**


209 We next asked which _COOLAIR_ co-transcriptional changes are functionally important, using
210 mutants in which we had previously established a causal link between altered _COOLAIR_
211 regulation and _FLC_ expression. NTL8 is a transcription factor that binds directly to the _COOLAIR_
212 5’ region &#91;19&#93; . The dominant _ntl8-D3_ _FRI_ allele ectopically expresses high levels of _COOLAIR_,
213 resulting in _FLC_ hyper-repression &#91;19&#93; . tFLEP-seq confirmed high _COOLAIR_ expression in _ntl8-D3_
214 _FRI_, which increased further after 2 weeks of constant cold (Figure 3E), accompanied by further
215 _FLC_ repression (Figure 3H). Non-poly(A) _COOLAIR_ increased significantly over the proximal
216 region and parts of the gene body but importantly not at the CSS (Figure 3E, Figure S4C). While
217 poly(A) _COOLAIR_ significantly increased over the proximal region, the proportion of class IV
218 and V poly(A) _COOLAIR_ did not increase in _ntl8-D3_ _FRI_ (Figure S4D). The increased proportion
219 of class IV and V polyadenylation under FS is therefore not simply a consequence of increased
220 _COOLAIR_ transcription. _COOLAIR_ clouds, which report gene-body chromatin-retained
221 transcripts, were enhanced in _ntl8-D3_ _FRI_ in the warm and further enhanced by constant cold
222 and FS (Figure 3F, G), with _FLC_ repression strongest under FS (Figure 3H). Together, these data
223 suggest that elevated _COOLAIR_ transcription is sufficient to enhance _FLC_ repression, whereas
224 additional FS-induced co-transcriptional changes, including those at the CSS, strengthen it
225 further.

226


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preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in
&#91;perpetuity. It is made available under a CC-BY 4.0 International license.&#93;(http://creativecommons.org/licenses/by/4.0/)


227 We had previously shown that a hypomorphic _smu1_ _FRI_ mutant disrupts cold-enhanced splicing
228 of the proximal intron and _COOLAIR_ proximal polyadenylation &#91;12&#93; . This effect was phenocopied
229 by cis mutation of the 3’ splice acceptor site, causally linking these _COOLAIR_ processing changes
230 to _FLC_ repression &#91;12&#93; . tFLEP-seq analysis of _smu1_ _FRI_ after 2 weeks of constant cold confirmed
231 reduced proximal intron splicing and proximal polyadenylation relative to Col _FRI_ (Figure S5A232 E), accompanied by impaired _FLC_ repression (Figure S5B). By contrast, under FS, _smu1_ _FRI_
233 still showed reduced proximal splicing relative to Col _FRI_, to a similar extent as in constant cold
234 (Figure S5F), but proximal polyadenylation was not reduced relative to Col _FRI_, and _FLC_
235 repression was retained (Figure S5G, I). Under FS, non-poly(A) _COOLAIR_ and poly(A) classes
236 IV and V also differed little between _smu1_ _FRI_ and Col _FRI_ (Figure S5H-J). These results
237 therefore show that reduced proximal splicing alone is insufficient to fully reduce _FLC_ repression
238 in FS, and that its functional effect depends on both the accompanying polyadenylation pattern
239 and the level of _COOLAIR_ transcription.
240

241 We then examined _aprf1-9_ _FRI_, which in the warm increases gene-body polyadenylation and
242 reduces distal polyadenylation of _COOLAIR_ &#91;15&#93;, mimicking the cold-induced shift (Figure 1 and
243 2). APRF1 interacts with components of the phosphatase module of the CPF-like 3’ processing
244 complex that regulates _COOLAIR_ processing &#91;15&#93; . tFLEP-seq of _aprf1-9_ _FRI_ in the warm revealed
245 a polyadenylation shift consistent with previous data (Figure S6A). However, this shift does not
246 produce detectable _FLC_ repression in the warm &#91;15&#93;, likely because _COOLAIR_ transcription remains
247 low. To probe the link between _COOLAIR_ polyadenylation and _FLC_ repression, we asked
248 whether the shift in _aprf1-9_ _FRI_ persists when cold induces _COOLAIR_, and whether it enhances
249 cold-induced _FLC_ repression. The polyadenylation shift persisted in constant cold (Figure S6A),
250 and _FLC_ repression was enhanced. Repression in _aprf1-9_ _FRI_ under constant cold was
251 comparable to that in wild type under FS (Figure 3I). This suggests that increased _COOLAIR_
252 transcription in the cold strengthens the repressive effect of the polyadenylation shift by
253 increasing the frequency of processing and termination events at the favoured sites. Together
254 with the temperature-dependent _COOLAIR_ processing profiles, these results functionally
255 implicate polyadenylation and termination events associated with the CPF phosphatase module,
256 which occur predominantly in the proximal region in constant cold and extend into the gene body
257 under regimes fluctuating below freezing.
258

259 Together, these perturbations show that _COOLAIR_ -mediated _FLC_ repression depends on both the
260 level of _COOLAIR_ transcription and the accompanying pattern of co-transcriptional processing.
261 The functional consequences of altering a particular processing step therefore depend on the
262 broader transcriptional and processing response to the temperature regime.
263


264 _**COOLAIR**_ **co-transcriptional processing is linked to local chromatin interactions**


265 Pol II transcription can shape fine-scale chromatin organization at individual genes &#91;36,37&#93;, including
266 in plants &#91;38,39&#93;, where such interactions change in response to cold &#91;40&#93; . Chromosome conformation
267 capture (3C) previously showed that cold disrupts a gene loop linking the _FLC_ transcription start
268 site (TSS) and transcription termination site (TTS), which is also close to the _COOLAIR_ TSS &#91;17&#93;,
269 and that this loop is affected by _COOLAIR_ transcription &#91;3&#93; . We therefore asked whether changes in
270 local chromatin interactions could link _COOLAIR_ co-transcriptional changes, and the associated
271 redistribution of Pol II and chromatin-retained RNA, to _FLC_ repression. We performed Micro
272 Capture-C &#91;41&#93; with a whole locus enrichment step (Methods), enabling single-gene-resolution
273 mapping of chromatin interactions across a 10-kb region around _FLC_ in warm, constant cold and
274 FS conditions (Figure 4A, Figure S6B). In the warm, the normalized contact map (Figure 4B,
275 upper triangles) revealed two major local interaction domains. One spans the _FLC_ gene from


6


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preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in
&#91;perpetuity. It is made available under a CC-BY 4.0 International license.&#93;(http://creativecommons.org/licenses/by/4.0/)


276 TSS to TTS. The other, upstream, covers the _FLC_ promoter and extends to the TTS of the
277 neighbouring gene _UPSTREAM OF FLC_ ( _UFC_ ; AT5G10150). Micro-C-XL previously detected
278 both domains in Col-0, where _FLC_ is epigenetically silenced &#91;39&#93;, as subdomains of a larger 20-kb
279 domain in which the _FLC_ gene body contacts its upstream region; in those data, the promoter
280 domain was separate from _UFC_ . Both cold treatments disrupted the _FLC_ gene-domain
281 boundaries through the emergence of new interactions (Figure 4B and Figure S6C). To account
282 for distance-dependent decay and highlight local interaction patterns, we computed
283 observed/expected (O/E) matrices for each condition (Figure 4B, lower triangles). These showed
284 enriched interactions within the _FLC_ gene domain, consistent with the gene loop previously
285 detected by 3C &#91;17&#93; . Both constant cold and FS reduced interactions within the gene domain,
286 correlating with significantly reduced _FLC_ transcription (Figure 4B and Figure S6D).
287

288 The O/E matrices also revealed prominent contacts between the promoter domain and _FLC_ gene
289 regions enriched for _COOLAIR_ poly(A) sites; promoter-contact O/E values were consistently
290 elevated at regions of preferential _COOLAIR_ polyadenylation (Figure 4C and Figure S6E). In the
291 warm, these contacts were concentrated over the proximal _COOLAIR_ poly(A) region. Constant
292 cold enhanced contacts with both proximal and gene-body regions, paralleling the cold-induced
293 shift in _COOLAIR_ polyadenylation. This correspondence was strongest under FS, when a
294 prominent promoter contact emerged over the CSS (Figure 4D). This is the site where Pol II
295 accumulated in the cold and where, under FS, non-poly(A) and class V poly(A) _COOLAIR_
296 increased. Together, these observations support a model in which the spatial pattern of _COOLAIR_
297 3’ processing and Pol II termination helps determine where promoter-gene contacts form.
298 Whereas termination-associated gene looping has been described previously &#91;42-45&#93;, our data link
299 this mechanism to environmentally regulated antisense transcription and to dynamic
300 repositioning of contacts within a single gene.
301

302 To test this association genetically, we examined three independent perturbations. The first was
303 a _COOLAIR_ mutant ( _FLCΔCOOLAIR_ ) that disrupts cold induction of _COOLAIR_
304 transcription &#91;9,19,46&#93; . The second was _ntl8-D3_ _FRI_, which constitutively increases _COOLAIR_
305 transcription, and the third was _aprf1-9_ _FRI_, which enhances gene-body _COOLAIR_
306 polyadenylation. For each, we quantified the proportion of all observed contacts that occurred
307 between the promoter domain and the _FLC_ gene. In the _COOLAIR_ mutant, this proportion
308 remained significantly lower than in Col _FRI_, even under FS (Figure 5A, C), consistent with the
309 negligible poly(A) _COOLAIR_ detected over the locus (Figure S7A). _ntl8-D3_ _FRI_ did not increase
310 the promoter-gene contact proportion relative to Col _FRI_ in either warm or cold, despite
311 significantly higher _COOLAIR_ transcription (Figure 5C and Figure S7B, C). Increased _COOLAIR_
312 transcription alone is therefore insufficient to enhance promoter-gene interactions. By contrast,
313 _aprf1-9_ _FRI_ increased the promoter-gene contact proportion in both warm and cold,
314 corresponding to its increased gene-body _COOLAIR_ polyadenylation (Figure 5A, B, D). In _aprf1-_
315 _9_ _FRI_, elevated promoter contacts again coincided with regions of preferential _COOLAIR_
316 polyadenylation in both conditions (Figure 5E). This shows that genetically redistributing
317 _COOLAIR_ 3’ processing also redistributes promoter contacts. Together, these perturbations
318 indicate that promoter contacts track the spatial pattern of _COOLAIR_ 3’ processing rather than
319 _COOLAIR_ transcription level.
320


321 **Distinct temperature regimes induce different local chromatin modification patterns**


322 We then asked how these co-transcriptional and chromatin-interaction changes relate to
323 chromatin modifications and _FLC_ expression. We previously showed that Pol II termination
324 promotes a repressive chromatin state at _FLC_ through H3K4me1 demethylation &#91;15,16,47&#93;, together


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preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in
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325 with the activity of APRF1 and the phosphatase module of the CPF-like complex &#91;15&#93; . We measured
326 H3K4me1 across the locus under FS and compared it with constant-cold time-course data &#91;3&#93; . In
327 both regimes, H3K4me1 decreased over the proximal and gene-body regions (Figure 6A, B).
328 This is consistent with increased conversion to H3K4me3 in the proximal window, associated
329 with increased _COOLAIR_ transcription (Figure S8A). It is also consistent with reduced co330 transcriptional deposition of H3K4me1 in the gene body, owing to reduced sense transcription
331 (Figure S8B). Other chromatin changes were detectable after one week of constant cold,
332 including reduced H3 acetylation (Figure S8C) and repositioning of the +1 nucleosome &#91;48&#93; . In a
333 distinct genetic context, nucleosome repositioning at _FLC_ also accompanied _COOLAIR_ co334 transcriptional changes in _ntl8-D3_ in the absence of cold (Figure S9A, B). This supports a
335 mechanistic link between antisense co-transcriptional changes and local nucleosome dynamics,
336 as reported in yeast &#91;49,50&#93; .
337
338 A clear difference emerged over the distal _COOLAIR_ / _FLC_ promoter region, immediately
339 downstream of the CSS. After prolonged constant cold (4 and 6 weeks), H3K4me1 &#91;3&#93; (Figure 6A,
340 B) and H3K4me2 &#91;51&#93; (Figure S8A) increased in the distal region. This is consistent with reduced
341 conversion of H3K4me1 to H3K4me2, and of H3K4me2 to H3K4me3, as initiation of _FLC_ sense
342 transcription declines. Under FS, however, although _FLC_ repression was similar in magnitude to
343 that after 4 weeks of constant cold, distal H3K4me1 did not increase but instead decreased
344 slightly (Figure 6A, B). These changes were disrupted in the _COOLAIR_ -defective TEX1.0 line
345 (Figure 6C), indicating that they depend on _COOLAIR_ and supporting a role for antisense co346 transcriptional processing in shaping local chromatin state. The loss of H3K4me1 over the distal
347 _COOLAIR_ region and _FLC_ 5’ end under FS suggests active demethylation, linked to enhanced
348 _COOLAIR_ termination at the CSS and the associated changes in local chromatin topology.


349 **Discussion**


350 Understanding how organisms integrate complex, fluctuating environmental signals is a
351 fundamental problem in biology. We addressed this question by studying the cold-induced
352 repression of the _Arabidopsis_ floral repressor _FLC_ . Our key finding is that distinct _COOLAIR_ co353 transcriptional processes act as multiple temperature antennae operating over different
354 timescales, providing a mechanism to integrate different features of winter temperature. Beyond
355 changes in splicing and polyadenylation, temperature strongly affected Pol II stalling and
356 processivity, and the retention of both non-poly(A) and poly(A) transcripts on chromatin. Genetic
357 perturbations further show that _COOLAIR_ -mediated _FLC_ repression depends on both the level
358 of _COOLAIR_ transcription and the accompanying pattern of co-transcriptional processing. The
359 greater sensitivity of _COOLAIR_ transcription than _FLC_ sense transcription to temperature
360 fluctuations may reflect differences in the factors loaded onto Pol II at initiation &#91;52&#93; .
361
362 These changes in Pol II dynamics and _COOLAIR_ processing are associated with altered local
363 chromatin interactions. Genetic perturbations suggest that the genomic distribution of _FLC_
364 promoter contacts is associated with the locations of preferential _COOLAIR_ 3’ processing.
365 Increased _COOLAIR_ transcription does not necessarily increase the proportion of promoter–gene
366 contacts, while contacts can be enriched even when _COOLAIR_ transcription remains low, as in
367 warm _aprf1-9_ . In that genotype, contact enrichment is not accompanied by detectable _FLC_
368 repression, indicating that increased contacts alone are insufficient for repression. A possible
369 physical basis for these processing-associated contacts is interactions between termination370 associated Pol II complexes &#91;53&#93;, with Pol II terminating at the CSS interacting with Pol II
371 terminating across the _FLC_ promoter domain. Consistent with this, FS generates non-poly(A)
372 _COOLAIR_ 3’ ends across the promoter domain, including near the _UFC_ TTS (Figure S6F). The


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preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in
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373 stronger contacts under FS than in constant cold coincide with the pronounced redistribution of
374 _COOLAIR_ termination towards the CSS. Repeated temperature changes may also favour more
375 transient transcriptional states than those occurring during prolonged constant cold, potentially
376 contributing to the stronger contacts under FS. These altered interactions could in turn influence
377 the recruitment or activity of chromatin-modifying factors at _FLC_ .
378

379 The distinct _COOLAIR_ responses to constant cold and FS are accompanied by differences in
380 local chromatin modifications. The contrasting distal H3K4me1 responses despite comparable
381 _FLC_ repression suggest that similar transcriptional outcomes can accompany different local
382 chromatin states. Enhanced _COOLAIR_ termination near the CSS may contribute to H3K4me1
383 demethylation under FS, consistent with previous links between Pol II termination and
384 demethylation &#91;15&#93; . H3K4me1 demethylation is one possible component of a broader chromatin
385 response that may also involve other histone modifications and changes in chromatin
386 organization. Such flexibility in temperature-dependent _COOLAIR_ regulation enables robust
387 _FLC_ repression across winters with different temperature profiles (Figure 6D). Related
388 antisense co-transcriptional responses are likely to also occur at other environmentally
389 responsive genes. Genome-wide 3’ mRNA sequencing (Quant-Seq) revealed that fluctuations
390 below freezing were associated with changed polyadenylation patterns for cold-induced
391 antisense transcription across hundreds of genes (Figure S9C). Similar changes were also
392 observed for protein-coding gene transcription genome wide (Figure S9D, E). Co393 transcriptional plasticity may therefore be a widespread mechanism for temporally integrating
394 naturally fluctuating signals to achieve robust gene regulation.
395

396


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preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in
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567 51. Yang, H., Howard, M., and Dean, C. (2014). Antagonistic roles for H3K36me3 and
568 H3K27me3 in the cold-induced epigenetic switch at _Arabidopsis_ _FLC_ . Curr Biol _24_,
569 1793-1797. 10.1016/j.cub.2014.06.047.
570 52. Cacioppo, R., Gillis, A., Shlamovitz, I., Zeller, A., Castiblanco, D., Crisp, A.,
571 Haworth, B., Arabiotorre, A., Abyaneh, P., Bao, Y., et al. (2024). CRL3 &#91;ARMC5&#93; ubiquitin
572 ligase and Integrator phosphatase form parallel mechanisms to control early stages of
573 RNA Pol II transcription. Molecular Cell _84_, 4808-4823.e4813.
574 10.1016/j.molcel.2024.11.024.
575 53. Carminati, M., Rodríguez-Molina, J.B., Manav, M.C., Bellini, D., and Passmore, L.A.
576 (2023). A direct interaction between CPF and RNA Pol II links RNA 3’ end processing
577 to transcription. Molecular Cell _83_, 4461-4478.e4413. 10.1016/j.molcel.2023.11.004.
578

579


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580

585 vernalized, 1W: one week cold, 2W: 2 weeks cold, 4W: four weeks cold, 4WT10: four weeks
586 cold and ten days post-cold.
587


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588 **B** . Distribution of non-poly(A) and poly(A) RNA sequencing reads across the _FLC_ locus over
589 the vernalization time course. The inset bar plot (top right) quantifies the number of reads of
590 _COOLAIR_ antisense transcripts and _FLC_ sense transcripts. The black boxes and lines indicate
591 gene models.
592 **C** . Poly(A) transcript changes in the three windows over the vernalization time course. See
593 methods for window definitions. Poly(A) read counts were normalized to the geometric mean of
594 _ACT7_ and _UBC21_ and then normalized to the NV (non-vernalized) condition to show changes in
595 transcript levels relative to NV.
596 **D** . Relative abundance (normalized to the geometric mean of _ACT7_ and _UBC21_ ) of poly(A)
597 transcripts detected by tFLEP-seq, in different parts of _COOLAIR_ locus in NV condition.
598 **E** . Normalized read counts of _FLC_ and _COOLAIR_ over the vernalization time course. Reads were
599 normalized to the geometric mean of _ACT7_ and _UBC21_ as done for the _FLC_ strand &#91;20&#93; .
600 **F** . Proportion of _COOLAIR_ non-poly(A) reads with 3’ ends in the distal window calculated
601 relative to the total _COOLAIR_ non-poly(A) reads across the locus, for each timepoint.
602 **G** . Overall ratio of spliced/unspliced reads in non-poly(A) transcripts from tFLEP-seq at
603 _COOLAIR_ strand over the time course. _n_ = 3 biological replicates at all timepoints. Error bars
604 indicate mean ± standard deviation in panels **C-G** . Statistical comparisons were performed using
605 Tukey’s HSD (ns indicates no significance; * indicates adjusted _p_ &lt; 0.05; ** indicates adjusted
606 _p_ &lt; 0.01).
607


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608

621 conditions. Read signal was normalized to the geometric mean of _ACT7_ and _UBC21_ .

622 **E** . Proportion of _COOLAIR_ poly(A) reads with 3’ ends in the proximal, gene body and distal
623 window calculated relative to the total _COOLAIR_ poly(A) reads across the locus. See Figure 1
624 for window definition. _n_ = 3 biological replicates at all timepoints. Statistical comparisons of the


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625 means were performed using Tukey’s HSD (ns indicates no significance; ** indicates adjusted _p_
626 &lt; 0.01).
627 **F** . Ratio of spliced/unspliced reads in non-poly(A) transcripts from tFLEP-seq at _COOLAIR_
628 strand in constant cold and FS conditions. _n_ = 3 biological replicates at all timepoints. Error bars
629 indicate mean ± standard deviation in panels **E-F** . Statistical comparison of the means was
630 performed using a two-sided Welch’s t-test (** indicates _p_ &lt; 0.01).

631


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632

640 with reduced DAPI staining are indicative of nucleoli. Scale bars = 5 µm.

641 **C** . _COOLAIR_ foci quantification in Col _FRI_ by smFISH. Dots indicate foci volume (μm &#91;3&#93; ) (left)
642 and normalized intensity (a.u.) (right). Constant cold samples (blue), FS samples (red). Error bars
643 indicate mean ± standard deviation. Number of cells in each sample indicated. In both cases, a


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644 one-sided Welch’s t-test was used to compare the means (* indicates _p_ &lt; 0.05; *** indicates _p_ &lt;
645 0.001).
646 **D** . _COOLAIR_ foci in cold conditions quantified in Col _FRI._ Left panel: Proportion of cells
647 showing _COOLAIR_ foci, measured by Whole-mount smFISH in root tips (see Methods). Right
648 panel: Number of _COOLAIR_ foci per nucleus measured Whole-mount smFISH in root tips. n
649 indicates the number of cells included in the quantification. Constant cold condition: blue; FS
650 condition: red. In both cases, a one-sided Welch’s t-test was used to compare the means (*
651 indicates _p_ &lt; 0.05; *** indicates _p_ &lt; 0.001).
652 **E** . Distribution of chromatin-bound non-poly(A) and chromatin-bound poly(A) reads of _ntl8-D3_
653 _FRI_ across the _FLC_ locus in constant cold condition. The inset bar plot (top right) quantifies the
654 number of reads of _COOLAIR_ antisense transcripts and _FLC_ sense transcripts.
655 **F** . _COOLAIR_ foci per nucleus quantified in _ntl8-D3_ by Whole-mount smFISH in root tips. Non656 vernalized: green; Constant cold condition: blue; FS condition: red. One-sided Welch’s t-tests
657 were used to compare the means and _P_ -values were adjusted using a Bonferroni correction (*
658 indicates adjusted _p_ &lt; 0.05; *** indicates adjusted _p_ &lt; 0.001).
659 **G** . Comparing the proportion of _COOLAIR_ positive cells in Col _FRI_ and _ntl8-D3_ measured by
660 Whole-mount smFISH in root tips under different conditions. Col _FRI_ : blue; _ntl8-D3_ : red.
661 **H** . _FLC_ transcriptional output (normalized to the geometric mean of _PP2A_ and _UBC_ ) between
662 FS and constant cold conditions in Col _FRI_ and _ntl8_ - _D3_ _FRI_ mutant, using a two-sided Student’s
663 t-test (** indicates _p_ &lt; 0.01; *** indicates _p_ &lt; 0.001).
664 **I** . Comparison of changes in _FLC_ transcriptional output measured by qPCR between FS and
665 constant cold conditions in Col _FRI_ and _aprf1-9_ _FRI_ mutant. In each condition, log 2 FC for _FLC_
666 spliced transcript in Col _FRI_ and _aprf1-9_ _FRI_ were compared using a two-sided Student’s t-test
667 (** indicates _p_ &lt; 0.01; *** indicates _p_ &lt; 0.001).
668


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669

681 transcripts are also shown as coverage tracks aligned to the contact map coordinates. Read signal
682 was normalized to the geometric mean of _ACT7_ and _UBC21_ .
683 **C** . Promoter-contact observed/expected (OE) values for regions with and without detected
684 _COOLAIR_ polyadenylation in NV, constant cold 2W and FS 2W conditions. Points represent
685 individual 200-bp bins; boxes show the median and interquartile range, with whiskers extending


20


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686 to 1.5 times the interquartile range. The grey line indicates OE = 1. AUC (area under the receiver
687 operating characteristic curve) gives the probability that a randomly chosen poly(A)-positive
688 region has higher OE than a randomly chosen poly(A)-negative region; _P_ values were obtained
689 by randomly reassigning the observed number of poly(A)-positive labels among the 200-bp bins
690 and recalculating the AUC.
691 **D** . Micro-Capture-C contact comparisons between the CSS and the 10-kb region under the
692 indicated conditions. Interaction fold change was calculated from observed/expected (OE)
693 matrices normalized for genomic distance. Red and blue indicate increase and decrease in
694 interactions, respectively, and the line width represents the magnitude of the fold change.
695

696


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697

712 conditions.

713 **D** . Proportion of interactions between the promoter region and the _FLC_ gene locus in Col _FRI_
714 under NV, constant 2W, and FS conditions, and in _aprf1-9_ _FRI_ under NV and constant 2W
715 conditions. In **C** and **D**, statistical significance was assessed using two-side Students’s t-tests. _P_


22


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716 values were adjusted using the Holm-Sidak approach (ns indicates no significance; * _p_ &lt; 0.05;
717 ** _p_ &lt; 0.01; *** _p_ &lt; 0.001).
718 **E** . Promoter-contact observed/expected (OE) values for regions with and without detected
719 _COOLAIR_ polyadenylation in NV and constant cold conditions. Points represent individual 200720 bp bins; boxes show the median and interquartile range, with whiskers extending to 1.5 times the
721 interquartile range. The grey line indicates OE = 1. AUC gives the probability that a randomly
722 chosen poly(A)-positive region has higher OE than a randomly chosen poly(A)-negative region;
723 _P_ values were obtained by randomly reassigning the observed number of poly(A)-positive labels
724 among the 200-bp bins and recalculating the AUC.
725

726


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727

746 mediated _FLC_ repression responds to temperature changes over multiple timescales. Different
747 winter temperature regimes affect not only transcriptional initiation but also RNA Pol II
748 progression and RNA processing during _COOLAIR_ transcription. Early during cold exposure,
749 increased RNA Pol II stalling within the _COOLAIR_ gene body limits polymerase progression


24


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750 towards its 3’ end, near the _FLC_ transcription start site. With prolonged cold exposure,
751 proximal _COOLAIR_ transcripts progressively accumulate. Fluctuations below freezing (FS)
752 further enhance RNA Pol II stalling and promote premature termination within the gene body,
753 generating both polyadenylated and non-polyadenylated _COOLAIR_ 3’ ends. Regions of
754 preferential _COOLAIR_ 3’ processing are enriched for contacts with the _FLC_ promoter, and
755 genetic perturbations of processing alter the distribution of these contacts. Under FS, enhanced
756 promoter-gene-body contacts coincide with reduced H3K4me1 and _FLC_ transcription.
757

758


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1 **Methods**


2 **Plant material and growth conditions**


3 All mutant and transgenic lines were in the _FRI_ _&#91;sf2&#93;_ background. _ntl8-D3 FRI_ _&#91;1&#93;_ _, aprf1-9_ _FRI_ &#91;2&#93;,
4 _smu1-6_ _FRI_ &#91;3&#93; ( _smu1-7 FRI_ ) and _FLC_ _ΔCOOLAIR_ were described previously &#91;1-4&#93; . Seeds were surface5 sterilized and sown on Murashige and Skoog (MS) agar plates without glucose or sucrose
6 (unless otherwise stated) and kept at 4 °C in the dark for 3 days. Non-vernalized (NV) seedlings
7 were cultivated under warm conditions (16 h light/8 h dark at a constant 20 °C) for 10 days,
8 unless otherwise specified. For vernalization treatment, seedlings were initially grown under
9 the same warm conditions for 10 days and subsequently moved to cold conditions (8 h light/16
10 h dark at a constant 5 °C) for extended periods, such as 2 or 4 weeks. For cold-to-warm transfer
11 experiments, after 4 weeks of cold treatment, seedlings were moved to warm conditions (16 h
12 light, 8 h darkness with constant 20 °C) for 10 days. Three biological replicate samples were

13 taken at 9:00 after treatment.

14

15 Plants for fluctuating freezing experiments were generally grown in growth conditions as
16 described previously &#91;1&#93; . Seeds were sown onto soil and kept at 4 °C in the dark for 3 days. NV
17 plants were cultivated under warm conditions (16 h light/8 h dark at a constant 20 °C) for 10
18 days before plants were then moved to 8h light/16h dark growth chambers. For vernalization,
19 plants were treated with two different temperature regimes: constant 5°C and daily fluctuating
20 5°C (-1°C to 12°C). Three biological replicate samples were taken at 9:00 after 2 weeks
21 exposure to vernalization.

22

23

24 **RNA expression analysis**


25 Total RNA was isolated using the previously described hot phenol protocol &#91;5&#93; . Genomic DNA
26 was removed by treatment with TURBO DNase (Invitrogen) according to the manufacturer’s
27 instructions. First-strand cDNA was generated using SuperScript IV reverse transcriptase
28 (Invitrogen). Gene-specific primers were applied for reverse transcription of _COOLAIR_ and
29 _FLC_ . Quantitative PCR (qPCR) was conducted with SYBR Green I Master (Roche) on a
30 LightCycler 480 system (Roche). Ct values were normalized to the geometric mean of
31 _UBIQUITIN CARRIER PROTEIN 1_ ( _UBC_ ) and _SERINE/THREONINE PROTEIN_
32 _PHOSPHATASE 2A_ ( _PP2A_ ). Primer sequences are provided in Supplementary Table 1.

33

34

35 **tFLEP-seq library preparation and sequencing**


36 Chromatin bound RNA extraction was performed following the protocol described &#91;6&#93; with minor
37 modifications. 2.5 g 10-day-old seedlings were harvested and grounded into a fine powder.
38 Suspend powder in 25 mL of Honda buffer (1.25% (wt/vol) Ficoll, 2.5% (wt/vol) Dextran T40,
39 0.44 M sucrose, 20 mM HEPES (pH 7.4), 10 mM MgCl 2, 0.5% (vol/vol) Triton X-100, 1 mM
40 DTT, 1 × protease inhibitor cocktail (Roche), and 100 ng/μL tRNA), filtered through two layers
41 of Miracloth, and centrifuged at 4 °C, 2000 × _g_ for 10 min. The nuclei pellets were resuspended
42 and washed in Honda buffer three times, or until the pellet appears colorless. The supernatant
43 was removed thoroughly and discarded. The nuclei pellets were weighed, and one volume of


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44 nuclei resuspension buffer (25 mM Tris-HCl (pH 7.5), 50% (vol/vol) glycerol, 0.5 mM EDTA
45 (pH 8.0), 1 mM DTT, 100 mM NaCl, 0.4 U/μL RNaseOUT and 100 ng/μL tRNA) was added
46 to each pellet according to the weight of the pellet (e.g., 100 mg = 100 μL). Two volumes of
47 washing buffer (25 mM Tris-HCl (pH 7.5), 300 mM NaCl, 1 M urea, 0.5 mM EDTA (pH 8.0),
48 1 mM DTT, 1% (vol/vol) Tween 20, 0.4 U/μL RNaseOUT and 200 ng/μL tRNA) was added,
49 and the pellets were washed by pipetting up and down seven to ten times. The samples were
50 centrifuged at 4 °C, 8,000 × _g_, for 1 min, the supernatant was removed and the pellets were
51 resuspended with one volume of nuclei resuspension buffer. One volume of washing buffer
52 was added, and the pellets were washed by pipetting up and down seven to ten times. The
53 samples were centrifuged at 4 °C, 8,000 × _g_, for 1 min, the supernatant was removed and add

54 1 ml TRIzol to extract RNA.

55

56 tFLEP-seq was performed following the protocol described &#91;6&#93; with modifications. rRNA
57 depletion was performed using riboPOOL probe (siTOOLs Biotech). The RNA was cleaned
58 and concentrated using the ZYMO RNA Clean &amp; Concentrator-5 kit. 1 μL of 50 pmol 3’
59 adapter (Universal miRNA cloning linker, NEB, S1315S) was added to the rRNA-depleted
60 RNA, followed by ligation using T4 RNA Ligase 2, truncated K227Q (NEB, M0373L). The
61 RNA was cleaned and concentrated. Reverse transcription was carried out using a 3’ cDNA
62 RT primer with the following sequence: 5’-phos/ACTTGCCTGTCGCTCTATCTTC-index63 ATTGATGGTGCCTACAG-3’. After first-strand cDNA synthesis, PCR amplification was
64 performed using the universal primer pair (Supplementary Table 2). Target enrichment was
65 conducted according to the manufacturer’s instructions using the myBaits Custom DNA
66 Targeted Sequencing Kits. The sequence of all baits is listed in Supplementary Table 3.
67 Enriched libraries were subsequently prepared for Nanopore sequencing. Library construction
68 was performed using the Ligation Sequencing Kit V14 for non-barcoded samples, or in
69 combination with the Native Barcoding Kit 24 V14 when barcoding was required. Sequencing
70 was carried out on R10 flow cell (Oxford Nanopore Technologies, FLO-MIN114) on a Minion
71 Mk1B or PromethION 2 Solo sequencer (Oxford Nanopore Technologies). Biological
72 replicates and correlation analysis of replicates for all samples are included in the
73 supplementary files.

74

75

76 **DRIPc-qPCR**


77 DRIPc-qPCR was performed following the protocol described &#91;7&#93; with modifications. 2.5 g 1078 day-old seedlings were harvested and grounded into a fine powder. The powder was suspended
79 in 25 mL of Honda buffer, filtered through two layers of Miracloth, and centrifuged at 3500 ×
80 _g_ for 15 min. According to the weight of the nuclei pellets, 5 volumes of nuclear lysis buffer
81 (50 mM Tris-HCl (pH 7.5), 10 mM EDTA) were added into each sample. 3.5 µL of Proteinase
82 K (20 mg/ml, AM2546) were then added per 100µL of sample from step 1, add SDS to a final
83 concentration of 0.5% from 10% (w/v) SDS solution. The samples were incubated overnight
84 at 55°C with gentle rotation. Equal volume of phenol/chloroform was added to each sample,
85 mixed gently and centrifuged at 13,000 × g for 10 min. The supernatant was transferred into a
86 new tube, and the samples were precipitated with 1 volume of Isopropanol and 1/10 volume of
87 NaOAc. The tubes were gently inverted until DNA began to precipitate. Centrifugation was


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88 not used. DNA was spooled using pipette tips. The pellets were washed once with 70% EtOH
89 and dried. The DNA pellets were then dissolved in 200 µL H 2 O and mixed gently until
90 absolutely dissolved. 4 μg DNA were then used for restriction enzyme (HindIII, NdeI, XbaI)
91 digestion overnight, followed by phenol/chloroform extraction and DNA precipitation with
92 isopropanol. After restriction enzyme digestion and purification, aliquots of the products were
93 treated with RNase III (NEB, M0245S) or RNase H (NEB, M0297S), followed by phenol94 chloroform extraction and precipitation. 50 μL DNA (~2 μg DNA) was diluted in ChIP dilution
95 buffer (16.7 mM Tris-HCl (pH 7.5), 1.2 mM EDTA, 0.1% Triton X-100, 167 mM NaCl) to 495
96 μL, supplemented with protease inhibitors, and incubated with 5 μg S9.6 antibody (Kerafast,
97 ENH001). A 5 μL aliquot was collected as input control and stored at 4 °C. The remaining
98 sample was incubated overnight at 4 °C on a rotating platform. 50 μL Protein G agarose beads
99 were then added and the samples were incubated for a further 2-3 h at 4 °C with rotation. Beads
100 were collected by centrifugation (1000 × g, 1 min, 4 °C), washed five times with ChIP dilution
101 buffer (5 min each), and then washed twice with TE buffer (10 mM Tris-HCl (pH 7.5), 1 mM
102 EDTA, 0.1% Triton X-100) at room temperature. DNA-RNA hybrids were eluted by adding
103 200 μL Elution buffer (10 mM Tris-HCl (pH 7.5), 2 mM EDTA, 0.2% SDS, 100 ng/mL tRNA)
104 and 5 μL Proteinase K to each sample, including input controls, followed by incubation at 55
105 °C for 2 h. Beads were pelleted, and the supernatant was transferred to a new tube and mixed
106 with 300 μL H 2 O, followed by phenol/chloroform extraction and DNA precipitation with
107 isopropanol, pelleted DNA was resuspended in 40 μL H 2 O.

108

109 DNA/RNA hybrids (excluding input samples) were denatured at 95 °C for 2 min and
110 immediately left on ice for at least 2 min. DNA was then removed using the TURBO DNA111 free kit according to the manufacturer’s instructions. RNA was precipitated by adding 1 μL
112 glycoblue, 1/10 NaOAc, and 1 volume isopropanol, followed by overnight incubation at -20
113 °C. Samples were centrifuged at 12,000 × g for 15 min at 4 °C, and the RNA was washed once
114 with 70% ethanol and centrifuged again at 12,000 × g for 5 min at 4 °C. After air-drying, RNA
115 was resuspended in 40 μL H 2 O. A total of 10 μL RNA was used for reverse transcription
116 reactions, which were performed separately using pooled forward primers or pooled reverse
117 primers (Supplementary Table 4). COPIA and XCRR reverse primers were included as
118 endogenous controls. cDNA was diluted by adding 400 μL H 2 O. For input samples, 10 μL was
119 diluted with 410 μL H 2 O. The cDNA and input were diluted and analyzed by qPCR via
120 LightCycler480 II (Roche).

121

122

123 **ChIP-qPCR**


124 Chromatin immunoprecipitation (ChIP)-qPCR was performed as described previously &#91;8,9&#93; . ChIP
125 was performed with antibodies: α-H3 (Abcam, ab1791), α-H3K4me1 (Abcam, ab8895), α126 H3K4me2 (Millipore, 07-030), α-H3K4me3 (Millipore, 04-745), α-H3K9K14ac (Merck, #06127 599), α-H3K27ac (Abcam, ab4729), α-H3K36ac (Thermo Fisher, #39379), α-H3K36me3
128 (Abcam, ab9050). ChIP enrichment was quantified by qPCR with primers listed in
129 Supplementary Table 5. For histone, ChIP values were normalized to H3. For H3K36me3 and
130 H3K27me3, values were further normalized to enrichment at the positive control loci ACTIN

131 for H3K36me3 and STM for H3K27me3.


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preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in
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132

133

134 **Micro Capture-C**


135 Micro-Capture-C was performed as previously described by Hamley et al., 2023 &#91;10&#93; with
136 modifications. 2.5 g of 10-day-old seedlings, as well as seedlings subjected to an additional 2
137 weeks vernalization treatment under constant 5 °C or daily FS conditions, were harvested and
138 crosslinked for 10 min in 1% (w/v) formaldehyde in PBS. Crosslinking was quenched with
139 glycine (0.125 M final concentration) for 5 min. Snap freeze with liquid nitrogen. Nuclei were
140 extracted from 2 g of ground frozen material with Honda buffe and washed with Honda buffer
141 three times. Subsequent steps were performed according to the protocol described by Hamley
142 et al., 2023. Libraries were pooled and subjected to target enrichment using the myBaits
143 Custom Kit under high-sensitivity hybridisation conditions. The sequence of all baits is listed
144 in Supplementary Table 6).

145

146

147 **Single Molecule RNA FISH (smFISH)**


148 The protocol described by Duncan et al., 2017 &#91;11&#93; was followed with minor modifications for
149 root squash imaging. Briefly, root tips were fixed for 30 min in 4% paraformaldehyde (PFA),
150 prepared from 16% EM-grade PFA (Electron Microscopy Sciences, 15710), and washed twice
151 in 1× PBS. Roots were squashed onto slides under a coverslip and permeabilized in 70%
152 ethanol (EtOH) for 4 h. Next, sequential 30 min incubations were carried out with 100%
153 methanol (MeOH), then 100% EtOH followed by a 5 min incubation in wash buffer (2× SSC,
154 Invitrogen, AM9763, containing 10% formamide (Sigma, F9037)). Slides were incubated
155 overnight at 37 °C in the dark with Stellaris probes &#91;12&#93; (Supplementary Table 7) conjugated with
156 Quasar 670 dye (LGC Biosearch Technologies) diluted to a final concentration of 150 nM in
157 hybridization solution (2× SSC, 10% dextran sulfate (Thermo Scientific, AC433240050), 10%
158 formamide). The following day, samples were rinsed twice and incubated for 30 min in wash
159 buffer. A second wash buffer containing 100 ng/mL DAPI (Thermo Scientific, 62248) was
160 applied and samples were incubated for 30 mins at 37 °C. Slides were then washed in 2× SSC
161 for 5 min and mounted in GLOX buffer (0.4% glucose, 10 mM Tris-HCl pH 8.0, 2× SSC)
162 supplemented with glucose oxidase and catalase (Sigma-Aldrich; 1 µL each per 100 µL buffer).

163

164 Whole mount smFISH was performed as described by Zhao et al. 2023 &#91;13&#93; with minor
165 modifications. Root tips were fixed as described above, then two brief 1 x PBS washes were
166 carried out, followed by tissue permeabilization in 75% EtOH (~16 h), 100% MeOH (2× 15
167 min), and 100% EtOH (2× 15 min), then a 1× PBS wash. The roots were cleared in ClearSee
168 (10% (w/v) xylitol, 15% (w/v) sodium deoxycholate, 25% (w/v) urea) &#91;14&#93; at 4 °C for 7 days then
169 embedded in an acrylamide-based hydrogel (30% acrylamide-bisacrylamide (29:1), 10%
170 ammonium persulfate, 5% TEMED). The roots were mounted on poly-L-lysine-coated slides
171 with 20 µL embedding solution and allowed to polymerize for 20-30 min prior to coverslip
172 removal. Hybridization and washes were performed as described above. Cell walls were
173 stained with 0.1% (v/v) SCRI Renaissance 2200, followed by washing and mounting in 20 µL
174 Vectashield (BioNordika, H-1000-10).


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175

176

177 **Image Acquisition**


178 Squashed-root imaging was performed using a Zeiss Elyra PS1 wide-field epifluorescence
179 microscope equipped with a 100× oil-immersion objective (NA 1.46) and a cooled EMCCD
180 camera (Andor iXon 897; 512 × 512 pixels, QE &gt; 90%) operated in standard mode. Z-stacks
181 spanning the entire nucleus were acquired with a step size of 0.2 µm. DAPI was excited at 405
182 nm and detected at 420-480 nm, while Quasar 670-labelled probes were excited at 642 nm and

183 detected at 655-710 nm.

184

185 Whole-mount FISH imaging was performed using a Leica Stellaris 8 FALCON confocal
186 microscope equipped with an HC PL APO CS2 63× water-immersion objective (NA 1.20) in
187 photon-counting mode. Optical sections were acquired with a z-step of 0.3 µm at a scan speed
188 of 400 Hz, with the pinhole set to 2 Airy units.

189

190 Quasar 670-labelled probes were excited at 645 nm using a white light laser (80 MHz, 85%
191 laser power, 5% intensity), with emission collected at 660-730 nm (HyD X detector; line
192 accumulation 6; frame averaging 2). SCRI Renaissance 2200 was excited at 405 nm, and

193 emission was detected at 410-503 nm.

194

195

196 **Image Analysis**


197 _COOLAIR_ foci quantification was carried out using FIJI &#91;15&#93; . Volume and intensity were
198 determined from root squash smFISH images with foci first saved as individual regions of
199 Interest (ROIs). To determine volume, these ROIs were processed with a 3D Gaussian blur (σ
200 = 0.5 µm in x, y, z) and background-subtracted (rolling ball radius = 20). Thresholding (2124201 65535) was applied to generate masks, and volumes were quantified using the 3D Objects
202 Counter plugin (minimum voxel count = 15, maximum = 19,488). To determine foci intensity,
203 ROIs were blurred (σ = 0.5 µm), background-subtracted (rolling = 20), and summed along the
204 z-axis. Thresholding was applied to select foci, and intensity values were measured using ROI
205 Manager. Proportions of _COOLAIR_ positive and negative cells were determined from z slices
206 acquired around the mid-sections and epidermal regions of whole mount smFISH samples.
207 Foci per nucleus data were determined from manually selected nucleus ROIs from maximum
208 z-projections of these images using the Find Maxima command (prominence = 5), following
209 smoothing (Gaussian blur, σ = 0.5 µm), and background-subtraction (rolling = 20).

210

211

212 **MNase-seq**


213 MNase-seq was performed following the protocol described in Montez et al., 2025 &#91;16&#93; . _ntl8-D3_
214 seedlings were cultivated under warm conditions. Three biological replicates were used. For
215 each replicate, 1.5 g of tissue was frozen in liquid nitrogen and ground into a powder. The
216 material was resuspended in 35 mL of Nuclei Isolation Buffer (20 mM HEPES-KOH pH 7.4,
217 0.44 M sucrose, 1.25% Ficoll, 2.5% Dextran T40, 20 mM KCl, 0.5 mM spermidine, 5 mM


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preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in
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218 DTT, 1% Triton X-100, protease inhibitors, and 0.1 mM PMSF). After filtration through two
219 layers of Miracloth, the homogenate was centrifuged at 2000 × g for 15 min at 4 °C.

220

221 The nuclei pellet was washed once in 5 mL of isolation buffer and further purified using a
222 Percoll gradient composed of 75% and 40% layers. Following centrifugation at 7000 × g for
223 30 min at 4 °C, nuclei were collected from the interface between the two layers and washed
224 again in 6 mL of isolation buffer. Purified nuclei were resuspended in 1.5 mL MNase buffer
225 (20 mM Tris pH 8.0, 0.125 M sucrose, 5 mM NaCl, 40 mM KCl, 2 mM CaCl 2, protease
226 inhibitors, and 0.1 mM PMSF), transferred to a clean tube, and pelleted at 1500 × g for 10 min
227 at 4 °C. After removing the supernatant, the pellet mass was determined. A total of 65 mg
228 nuclei in 300 μL MNase buffer was digested with 10 U MNase for 30 min at 37 °C. Reactions
229 were terminated by adding EDTA, NaCl, SDS, and Proteinase K, followed by incubation at
230 65 °C for 1 h. DNA was purified by two phenol-chloroform extractions, one chloroform
231 extraction, and ethanol precipitation with glycoblue at -80 °C. The DNA pellet was washed
232 with 75% ethanol and resuspended in 30 μL water. RNA contamination was removed by RNase
233 A treatment at 37 °C for 20 min. Mono- and subnucleosomal DNA fragments (&lt; 200 bp) were
234 enriched using AMPure XP beads while excluding fragments &gt;300 bp. Sequencing libraries
235 were prepared using the NEBNext Ultra II DNA Library Prep Kit according to the
236 manufacturer’s protocol. After adaptor ligation, fragments &gt; 200 bp were retained with
237 AMPure XP beads, and libraries were amplified by 8 cycles of Illumina indexing PCR.

238

239 Libraries were pooled and subjected to target enrichment using the myBaits Custom Kit under
240 high-sensitivity hybridisation conditions. The sequence of all baits is listed in Supplementary
241 Table 6. Enriched libraries were sequenced on an DNBseq G400 platform (BGI Tech) with
242 paired-end 150 bp reads. Data in Fig. S6 from FRI warm and cold has been re-plotted from
243 published data in Montez et al., 2025 &#91;16&#93; .

244

245

246 **Quant-seq**


247 For Quant-seq experiments, total RNA was isolated as described for qPCR and further purified
248 using the Qiagen RNeasy Miniprep Kit (74106). Sequencing libraries were prepared from 100
249 ng total RNA using the Quant-seq 3’ mRNA-Seq Library Prep Kit REV for Illumina
250 (015UG009V0271) according to the manufacturer’s instructions. Library quality was assessed
251 on a Fragment Analyzer using the HS-DNA assay, and concentrations were measured with a
252 Qubit dsDNA HS assay (Thermo Fisher). Indexed libraries were pooled and sequenced on an
253 Illumina NextSeq 2000 using a 100-cycle cartridge and the Lexogen Custom Sequencing
254 Primer (CSP). Library preparation and sequencing were performed by Lexogen GmbH.

255

256

257 **Data processing and visualization**


258 **NET-seq bioinformatics analysis**


259 The NET-seq data were obtained from previously published datasets &#91;17&#93; . To identify significant
260 pausing sites, a sliding window approach was applied to scan signal enrichment across the


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preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in
&#91;perpetuity. It is made available under a CC-BY 4.0 International license.&#93;(http://creativecommons.org/licenses/by/4.0/)


261 COOLAIR gene region (step size = 50 bp; window size = 250 bp). For each window, the total
262 signal within the window was defined as the observed value, while signals from the
263 immediately upstream and downstream regions of equal window size were used as background
264 controls. Statistical significance was assessed using a Poisson test and resulting _P_ -values were
265 adjusted for multiple testing using the Benjamini-Hochberg (BH) method.

266

267

268 **tFLEP bioinformatics analysis**


269 Processing of tFLEP-seq reads was performed using the pipeline available at
270 &#91;https://github.com/ZhaiLab-SUSTech/FLEPSeq. Based on the presence or absence of poly(A)&#93;(https://github.com/ZhaiLab-SUSTech/FLEPSeq)
271 tails, reads were classified into non-poly(A) reads (representing elongating RNA) and poly(A)
272 reads (representing polyadenylated RNA). To estimate Pol II occupancy, the number of reads
273 corresponding to 3’ end positions was quantified and normalized against two housekeeping
274 genes ( _ACT7_ and _UBC21_ ). For visualization, signal profiles were generated using a sliding
275 window approach (step size = 20 bp; window size = 100 bp). To compare Pol II dynamics
276 between conditions, three regions associated with major poly(A) clusters induced under cold
277 treatment were defined. The proximal region was defined as ±300 bp surrounding the major
278 poly(A) site (3,173,953) of the proximal isoform (Class I), while the distal region was defined
279 similarly around the major poly(A) site (3,179,581) of the distal isoform (Class II). To avoid
280 interference from proximal signals, a non-overlapping region (3,174,500-3,179,000) was
281 defined as the gene body region. Detailed library quality metrics, including mapped rate,
282 enrichment rate, proportion of poly(A), and proportion of non-poly(A) reads, are provided in
283 Supplementary Table 8.

284

285

286 **Micro Capture-C sequencing bioinformatics analysis**


287 Low-quality reads and adapter sequences were removed using fastp &#91;18&#93; . The resulting clean reads
288 were aligned to the reference genome using BWA-MEM (https://github.com/lh3/bwa). PCR
289 duplicates and reads with low mapping quality (MAPQ &lt; 40) were filtered using pairtools &#91;19&#93; .
290 Reproducibility and correlation between biological replicates were assessed using the
291 _hicCorrelate_ function in HiCExplorer &#91;20&#93; . Contact matrices were normalized by the total number
292 of valid read pairs mapped within the selected _FLC_ region and stored in _mcool_ format using
293 cooler &#91;21&#93; . The insulation score and boundaries within the FLC region were calculated at 1 kb
294 resolution using cooltools &#91;22&#93; . The observed/expected (O/E) matrix was calculated to correct for
295 the distance-dependent decay of interaction frequency. Visualization of chromatin interaction
296 patterns was performed using CoolBox &#91;23&#93; .

297

298 For the poly(A)-promoter contact analysis, the _FLC_ locus was divided into 200-bp bins
299 spanning the _FLC_ gene region from 3,172,000 to 3,179,400, including the _COOLAIR_ TSS
300 region. Bins were classified as poly(A)-positive when the summed tFLEP-seq _COOLAIR_
301 poly(A) read count across the three replicates exceeded 2 reads and as poly(A)-negative
302 otherwise; promoter-contact OE values were then compared between the two classes using the
303 AUC, calculated from the Mann-Whitney U statistic, with significance assessed by randomly


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preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in
&#91;perpetuity. It is made available under a CC-BY 4.0 International license.&#93;(http://creativecommons.org/licenses/by/4.0/)


304 reassigning the observed number of poly(A)-positive labels among bins and recalculating the

305 AUC.

306

307

308 **Quant-seq analysis**


309 Raw reads were quality-trimmed, and adapter sequences were removed using fastp &#91;18&#93; . Clean
310 reads were aligned to the _Arabidopsis thaliana_ reference genome (TAIR10) using STAR
311 (https://github.com/alexdobin/STAR). The 3’ end sites were extracted from aligned reads by
312 taking the terminal genomic position of each read in a strand-specific manner (the 3’ end of
313 reads on the forward strand and the 5’ end of reads on the reverse strand). To examine antisense
314 poly(A) pattern changes induced by FS, we analysed a set of genes with antisense transcription
315 initiating close to their poly(A) sites, identified by plaNET-seq in a previous study &#91;24&#93; . For
316 identification of poly(A) site clusters, sites on the same strand were sorted by genomic
317 coordinate and a sliding-window algorithm was applied to merge adjacent sites within 24 bp
318 into clusters. The highest-read-count site within the cluster was set as cluster summit. The

319 clusters with a total read count below 5 were discarded.

320

321

322 **Data availability**


323 Raw sequencing data generated in this study is available under the SRA Bioproject accession
324 number PRJNA1558601. The NET-seq data used in this study is from a previous study &#91;17&#93;,
325 available under the SRA Bioproject accession number PRJNA1144665. Images generated for
326 the smFISH analysis are available at the BioImage Archive under accession number S
327 BIAD3599.

328

329

330 **Code availability**


331 Code used for the analysis and visualization in this study is available via GitHub
332 (https://github.com/DingLab-RNAstructure/COOLAIR_co_transcription_analysis).

333

334

335 **Methods References**

336
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409

410

411 **Acknowledgements** We thank Dr. Qianli Dong for help with Micro Capture-C and Shuqin
412 Chen for excellent technical assistance, and current and former members of the Dean and Ding
413 labs for helpful discussions. We thank Prof. Lori Passmore, Prof. Chang Liu, and Prof. Jiawei
414 Wang for comments on the manuscript. We also thank the JIC Bioimaging facility and staff for
415 their contribution to this publication.

416

417

418 **Funding statement** This work was funded by European Research Council Advanced Grants
419 (EPISWITCH, 833254) and European Research Council (ERC) &#91;selected by the ERC, funded
420 by BBSRC Horizon Europe Guarantee &#91;EP/Y009886/1, VENTURE&#93;, Wellcome Trust
421 (210654/Z/18/Z), and a Royal Society Professorship (RP\R1\ RSRP\R\231006) to C.D., the
422 Royal Society Faraday Discovery Fellowships &#91;FDF\S2\251014&#93; to Y.D., Human Frontier
423 Science Program Fellowship &#91;LT0029/2024-L&#93; to J.X. and BBSRC Institute Strategic
424 Programmes (BB/J004588/1 and BB/P013511/1). Maria Sindalovskaya was supported by the
425 John Innes Foundation PhD programme. Svenja Reeck was funded by the HORIZON
426 EUROPE Marie Sklodowska-Curie Actions PEP-NET (Predictive Epigenetics: Fusing Theory
427 and Experiment) grant 813282. Open access publication was funded by the John Innes Centre.

428

429

430 **Author contributions** C.D. M.M. J.X, J.Z. &amp; Y.D. conceived the study. J.X, C.G, M.S, E. M431 B., M.Y, X.J, S.R., S.D., Y.Z., C.X., G-J.J. performed the experiments and analysed the data.
432 G.M. analysed the data. C.D. obtained funding and C.D and Y.D supervised the work. J.X, C.G,
433 G.M., M.M., C.D contributed to writing the manuscript and preparing the figures.

434

435

436 **Declaration of interests** The authors declare no competing interests.

437

438

439 **Additional information**
440 **Supplementary information** Supplementary files presenting individual replicate analysis of
441 sequencing data and primer and probe information are provided with the manuscript.


