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Research article · 2025 · Full text

International Journal of Biology Sciences

Ribosome profiling reveals translational control mechanisms during heat shock response

Sigrid BergqvistAxel AhlbergAstrid Ahlberg

Volume 7(12) · Pages 206–209 · DOI: 10.33545/26649926.2025.v7.i12c.749 ↗

Research areasRNA and protein synthesis mechanismsHeat shock proteins researchEndoplasmic Reticulum Stress and Disease

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Abstract

Author-written

An old saying in molecular biology holds that cells don't just read their genome—they edit the translation in real time. This research used ribosome profiling (Ribo-seq) paired with RNA-seq to quantify translational efficiency (TE) changes during heat shock in human HeLa cells at 42°C over a 60-minute time course at the Gotland College of Marine Sciences, Visby, Sweden, between October 2022 and September 2023. Global TE dropped by 72.1% within 30 minutes of heat shock, driven by eIF2α phosphorylation. However, 214 transcripts maintained or increased their TE, including HSP70, HSP90, and 38 previously unrecognized heat-responsive mRNAs. These selectively translated transcripts were enriched for 5'-UTR internal ribosome entry sites (IRES) and upstream open reading frames (uORFs). The findings reveal a broader translational reprogramming response than was previously appreciated.

Summary

Source-checked

Plain-language reading of the full paper, prepared with AI and checked against the text. Each point links to the authors' own words.

  1. Why it matters

    • Heat shock causes a rapid suppression of most protein synthesis via eIF2α phosphorylation, though some specific transcripts continue to be translated efficiently. View evidence ↗

      Why it matters

      Heat shock causes a rapid suppression of most protein synthesis via eIF2α phosphorylation, though some specific transcripts continue to be translated efficiently.

      In the paper's own words

      “Heat shock triggers a rapid and dramatic suppression of cap-dependent translation through phosphorylation of eIF2α, yet a small subset of transcripts escapes this global shutoff and is translated with high efficiency”

      Page 1

      Found in: Introduction

      Read it in the full textOpen PDF at page 1 ↗
    • While heat shock proteins are known to escape translational shutoff, the full extent and mechanisms of other selectively translated mRNAs have not been systematically measured. View evidence ↗

      Why it matters

      While heat shock proteins are known to escape translational shutoff, the full extent and mechanisms of other selectively translated mRNAs have not been systematically measured.

      In the paper's own words

      “The best-known escapees are heat shock proteins (HSPs), but how many other mRNAs are selectively translated—and by what mechanism—has not been systematically measured”

      Page 1

      Found in: Introduction

      Read it in the full textOpen PDF at page 1 ↗
  2. The question

    • The study aimed to quantify changes in translational efficiency (TE) during a 60-minute heat shock at 42°C in human HeLa cells using Ribo-seq and RNA-seq. View evidence ↗

      The question

      The study aimed to quantify changes in translational efficiency (TE) during a 60-minute heat shock at 42°C in human HeLa cells using Ribo-seq and RNA-seq.

      In the paper's own words

      “This research used ribosome profiling (Ribo-seq) paired with RNA-seq to quantify translational efficiency (TE) changes during heat shock in human HeLa cells at 42°C over a 60-minute time course”

      Page 1

      Found in: Introduction

      Read it in the full textOpen PDF at page 1 ↗
  3. What they did

    • The experiment used HeLa S3 cells maintained in DMEM with 10% FBS at 37°C and 5% CO₂. View evidence ↗

      What they did

      The experiment used HeLa S3 cells maintained in DMEM with 10% FBS at 37°C and 5% CO₂.

      In the paper's own words

      “HeLa S3 cells (ATCC CCL-2.2) were maintained in DMEM with 10% FBS at 37°C in 5% CO₂ at the Gotland College of Marine Sciences.”

      Page 1

      Found in: Material

      Read it in the full textOpen PDF at page 1 ↗
    • Researchers collected samples from three biological replicates at five timepoints: a 25°C control, 15, 30, and 60 minutes of heat shock, and a 30-minute recovery at 37°C. View evidence ↗

      What they did

      Researchers collected samples from three biological replicates at five timepoints: a 25°C control, 15, 30, and 60 minutes of heat shock, and a 30-minute recovery at 37°C.

      In the paper's own words

      “Samples were collected at five timepoints: control (25°C), 15-minute heat shock, 30-minute, 60-minute, and 30-minute recovery (return to 37°C). Three biological replicates per timepoint were processed.”

      Page 1

      Found in: Material

      Read it in the full textOpen PDF at page 1 ↗
    • Translational efficiency (TE) was determined by the ratio of Ribo-seq RPKM to RNA-seq RPKM, with differential analysis performed using Xtail (FDR < 0.05). View evidence ↗

      What they did

      Translational efficiency (TE) was determined by the ratio of Ribo-seq RPKM to RNA-seq RPKM, with differential analysis performed using Xtail (FDR < 0.05).

      In the paper's own words

      “TE was calculated as the ratio of Ribo-seq RPKM to RNA-seq RPKM. Differential TE analysis used Xtail with FDR < 0.05”

      Page 2

      Found in: Methods

      Read it in the full textOpen PDF at page 2 ↗
    • Internal ribosome entry sites (IRES) and upstream open reading frames (uORFs) in the 5'-UTR were identified using IRESite and uORFdb. View evidence ↗

      What they did

      Internal ribosome entry sites (IRES) and upstream open reading frames (uORFs) in the 5'-UTR were identified using IRESite and uORFdb.

      In the paper's own words

      “5'-UTR features (IRES, uORFs) were annotated using IRESite and uORFdb.”

      Page 2

      Found in: Methods

      Read it in the full textOpen PDF at page 2 ↗
  4. What they found

    • Global translational efficiency decreased by 72.1% within 30 minutes of heat shock, a process driven by eIF2α phosphorylation. View evidence ↗

      What they found

      Global translational efficiency decreased by 72.1% within 30 minutes of heat shock, a process driven by eIF2α phosphorylation.

      In the paper's own words

      “Global TE dropped by 72.1% within 30 minutes of heat shock, driven by eIF2α phosphorylation.”

      Page 1

      Found in: Introduction

      Read it in the full textOpen PDF at page 1 ↗
    • The global translational efficiency showed a progressive decline, falling to 22% of the baseline level by the 60-minute mark. View evidence ↗

      What they found

      The global translational efficiency showed a progressive decline, falling to 22% of the baseline level by the 60-minute mark.

      In the paper's own words

      “Global TE declined progressively, reaching 22% of baseline by 60 minutes.”

      Page 2

      Found in: Instrumentation

      Read it in the full textOpen PDF at page 2 ↗
    • The selectively translated transcripts included HSP70, HSP90, and 38 mRNAs that had not been previously recognized as heat-responsive. View evidence ↗

      What they found

      The selectively translated transcripts included HSP70, HSP90, and 38 mRNAs that had not been previously recognized as heat-responsive.

      In the paper's own words

      “However, 214 transcripts maintained or increased their TE, including HSP70, HSP90, and 38 previously unrecognized heat-responsive mRNAs.”

      Page 1

      Found in: Conclusion

      Read it in the full textOpen PDF at page 1 ↗
    • Transcripts that escaped global repression were found to be enriched for uORFs and IRES elements in their 5'-UTRs. View evidence ↗

      What they found

      Transcripts that escaped global repression were found to be enriched for uORFs and IRES elements in their 5'-UTRs.

      In the paper's own words

      “These selectively translated transcripts were enriched for 5'-UTR internal ribosome entry sites (IRES) and upstream open reading frames (uORFs).”

      Page 1

      Found in: Conclusion

      Read it in the full textOpen PDF at page 1 ↗
    • At 60 minutes of heat shock, p-eIF2α levels increased 8.1-fold, while 168 IRES+ mRNAs were identified among the selectively translated set. View evidence ↗

      What they found

      At 60 minutes of heat shock, p-eIF2α levels increased 8.1-fold, while 168 IRES+ mRNAs were identified among the selectively translated set.

      In the paper's own words

      “HS 60 min | 0.22 | 214 | 3,891 | 8.12 | 8.1× | 168”

      Page 2

      Found in: Introduction

      Read it in the full textOpen PDF at page 2 ↗
  5. What it means

    • The authors conclude that heat shock induces a more extensive translational reprogramming than previously thought, as evidenced by 214 mRNAs escaping suppression. View evidence ↗

      What it means

      The authors conclude that heat shock induces a more extensive translational reprogramming than previously thought, as evidenced by 214 mRNAs escaping suppression.

      In the paper's own words

      “Ribosome profiling revealed that heat shock triggers a more extensive translational reprogramming than previously recognized, with 214 mRNAs escaping global translation suppression at 60 minutes.”

      Page 3

      Found in: Conclusion

      Read it in the full textOpen PDF at page 3 ↗
    • The authors note that because HeLa cells are transformed, they may not fully represent normal human responses, suggesting future validation in primary fibroblasts or iPSC-derived cells. View evidence ↗

      What it means

      The authors note that because HeLa cells are transformed, they may not fully represent normal human responses, suggesting future validation in primary fibroblasts or iPSC-derived cells.

      In the paper's own words

      “A limitation is that HeLa cells are transformed and may not fully represent normal human cellular responses. Validation in primary fibroblasts or iPSC-derived cells would strengthen these findings”

      Page 3

      Found in: Discussion

      Read it in the full textOpen PDF at page 3 ↗

Visual summary

3 visuals

Illustrations explain the paper; charts are replotted from the paper's own table values.

AI-generated illustration
AI-generated conceptual illustration (Eukaryotic cell with ribosomes and mRNA strands). It explains the idea and does not show study data.↗ Enlarge
Dual Arms of Translational Control
AI-generated conceptual illustration (Eukaryotic cell with ribosomes and mRNA strands). It explains the idea and does not show study data.

AI-generated conceptual illustration (Eukaryotic cell with ribosomes and mRNA strands). It explains the idea and does not show study data.

Open full-size image ↗

Dual Arms of Translational Control

AI-generated conceptual illustration (Eukaryotic cell with ribosomes and mRNA strands). It explains the idea and does not show study data.

View source evidence ↗
Replotted from source data
Replotted from Table 1 (page 2) of the original paper. Every bar is the paper's own table value.↗ Enlarge
Global TE (median): Control (25°C) vs HS 15 min vs HS 30 min vs HS 60 min
Replotted from Table 1 (page 2) of the original paper. Every bar is the paper's own table value.

Replotted from Table 1 (page 2) of the original paper. Every bar is the paper's own table value.

Open full-size image ↗

Global TE (median): Control (25°C) vs HS 15 min vs HS 30 min vs HS 60 min

Replotted from Table 1 (page 2) of the original paper. Every bar is the paper's own table value.

View source evidence ↗
Replotted from source data
Replotted from Table 1 (page 2) of the original paper. Every bar is the paper's own table value.↗ Enlarge
HSP70 TE: Control (25°C) vs HS 15 min vs HS 30 min vs HS 60 min
Replotted from Table 1 (page 2) of the original paper. Every bar is the paper's own table value.

Replotted from Table 1 (page 2) of the original paper. Every bar is the paper's own table value.

Open full-size image ↗

HSP70 TE: Control (25°C) vs HS 15 min vs HS 30 min vs HS 60 min

Replotted from Table 1 (page 2) of the original paper. Every bar is the paper's own table value.

View source evidence ↗

Figures & tables

From the original paper
Global and Selective Translational Changes during Heat ShockTable 1Page 2Distribution of translational efficiency values across the five experimental conditions, showing progressive global repression duringFigure 1Page 2Conceptual framework showing the dual arms of translational control during heat shock: global repressionFigure 2Page 3
FULL TEXT Original article · reflowed for reading

Introduction

There is an old proverb among stress biologists: under pressure, cells don't make more mRNA-they choose which mRNA to translate. Heat shock triggers a rapid and dramatic suppression of cap-dependent translation through phosphorylation of eIF2α, yet a small subset of transcripts escapes this global shutoff and is translated with high efficiency [1] . The best-known escapees are heat shock proteins (HSPs), but how many other mRNAs are selectively translated-and by what mechanism-has not been systematically measured [2] . Ribosome profiling captures a snapshot of all actively translating ribosomes by sequencing ribosome-protected mRNA fragments, and when paired with total RNA-seq, it yields a genome-wide measurement of translational efficiency [3] . This research applied this paired approach to a heat shock time course in HeLa cells at the Gotland College of Marine Sciences, Sweden [4] .

Reagents and Chemicals

Cycloheximide (100 µg/mL, Sigma-Aldrich, Cat. No. C7698) was used to arrest elongating ribosomes. RNase I (Ambion, Cat. No. AM2295) digested unprotected RNA. Ribo-Zero rRNA Removal Kit (Illumina, Cat. No. MRZH11124) depleted ribosomal RNA from total RNA-seq libraries. NEBNext Ultra II Directional RNA Library Prep Kit (New England Biolabs, Cat. No. E7760) was used for library construction. Phospho-eIF2α (Ser51) antibody (Cell Signaling Technology, Cat. No. 3398) was used for Western blot confirmation.

Material and Methods

Material and Methods

Material

HeLa S3 cells (ATCC CCL-2.2) were maintained in DMEM with 10% FBS at 37°C in 5% CO₂ at the Gotland College of Marine Sciences. Heat shock was applied by transferring plates to a pre-warmed 42°C incubator. Samples were collected at five timepoints: control (25°C), 15-minute heat shock, 30-minute, 60-minute, and 30-minute recovery (return to 37°C). Three biological replicates per timepoint were processed. The research was approved by the institutional biosafety committee (Protocol No. GCMS-IBC-2022-003, approved 18 September 2022).

Methods

Ribosome profiling followed the Ingolia protocol [3] with modifications. Cells were lysed in polysome buffer with cycloheximide, and lysates were digested with RNase I. Monosomes were isolated by sucrose gradient ultracentrifugation, and ribosome-protected fragments (28-32 nt) were purified. Parallel total RNA was extracted using TRIzol. Both Ribo-seq and RNA-seq libraries were sequenced on the NovaSeq 6000 (2×150 bp, >30 million reads per sample). Reads were aligned to the human genome (GRCh38) using STAR v2.7.10a. TE was calculated as the ratio of Ribo-seq RPKM to RNA-seq RPKM. Differential TE analysis used Xtail with FDR < 0.05 [5] . 5'-UTR features (IRES, uORFs) were annotated using IRESite and uORFdb.

Instrumentation

Sucrose gradients were prepared using a BioComp Gradient Master and fractionated on a BioComp Piston Gradient Fractionator with continuous A254 monitoring. Fragment size selection (28-32 nt) was performed on 15% TBE-urea polyacrylamide gels. Sequencing used an Illumina NovaSeq 6000 with an S4 flow cell. Western blots for phospho-eIF2α were imaged on a LI-COR Odyssey CLx system with IRDye secondary antibodies [6] . Global TE declined progressively, reaching 22% of baseline by 60 minutes. Meanwhile, 214 mRNAs maintained or increased TE, with HSP70 reaching 8.12-fold enrichment.

Results

IRES-containing mRNAs were over-represented among the selectively translated set.

Discussion

The 214 selectively translated transcripts at 60 minutes is substantially more than the 30-50 genes typically cited in older microarray-based reports [7] . Ribo-seq's ability to capture actual ribosome occupancy rather than steady-state mRNA levels explains this discrepancy. Among the 38 newly identified heat-responsive mRNAs, several encode RNA-binding proteins and ubiquitin ligases-consistent with a broader proteostasis response [8] .

The enrichment for IRES elements and uORFs in selectively translated 5'-UTRs supports a model where cap-independent initiation becomes the dominant entry mechanism when eIF4F complex availability is reduced [9] . A limitation is that HeLa cells are transformed and may not fully represent normal human cellular responses. Validation in primary fibroblasts or iPSC-derived cells would strengthen these findings [10] .

Conclusion

Ribosome profiling revealed that heat shock triggers a more extensive translational reprogramming than previously recognized, with 214 mRNAs escaping global translation suppression at 60 minutes. Selectively translated transcripts were enriched for 5'-UTR IRES elements and uORFs. These data provide a comprehensive map of translational control during the heat shock response and identify new candidate stress-responsive genes for future functional analysis.

Acknowledgement

Acknowledgements Funding SourcesSupported by the Gotland College of Marine Sciences molecular biology programme. Institutional SupportThe Department of Molecular Biology provided sequencing and ultracentrifugation facilities.

Figures and tables from the paper

Table 1. Global and Selective Translational Changes during Heat Shock
TimepointGlobal TE (median)Genes with TE ↑Genes with TE ↓HSP70 TEp-eIF2α FoldIRES+ mRNAs
Control (25°C)1.00Ref.Ref.1.001.0×—
HS 15 min0.58871,8423.414.8×62
HS 30 min0.281483,2176.877.2×124
HS 60 min0.222143,8918.128.1×168
Recovery 30 min0.74427242.142.3×31

Table text extracted from the original PDF; superscript letters are shown inline. The original table image is below.

View original table image
Global and Selective Translational Changes during Heat Shock↗ Enlarge
Table 1
Global and Selective Translational Changes during Heat Shock

Global and Selective Translational Changes during Heat Shock

Open full-size image ↗
Original paper tableSource PDF · page 2 ↗
Figure 1. Distribution of translational efficiency values across the five experimental conditions, showing progressive global repression during
Distribution of translational efficiency values across the five experimental conditions, showing progressive global repression during↗ Enlarge
Figure 1
Distribution of translational efficiency values across the five experimental conditions, showing progressive global repression during

Distribution of translational efficiency values across the five experimental conditions, showing progressive global repression during

Open full-size image ↗
Original paper figureSource PDF · page 2 ↗
Figure 2. Conceptual framework showing the dual arms of translational control during heat shock: global repression
Conceptual framework showing the dual arms of translational control during heat shock: global repression↗ Enlarge
Figure 2
Conceptual framework showing the dual arms of translational control during heat shock: global repression

Conceptual framework showing the dual arms of translational control during heat shock: global repression

Open full-size image ↗
Original paper figureSource PDF · page 3 ↗

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