Evidence map›Paper›PMID 27551079›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2016

pH determines the energetic efficiency of the cyanobacterial CO2 concentrating mechanism.

Niall M Mangan, Avi Flamholz, Rachel D Hood, Ron Milo, David F Savage

Open access · greenAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 92 papers.

0numbers the graph read from it
0cells of the map it votes in
92citing papers in PubMed
4.5field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

92 citing papers in PubMed, 215 citations in OpenAlex.

  1. Article
  2. Review
  3. Experimental Evidence for a Metal-Related Function of a Cyanobactin.Angewandte Chemie (International ed. in English) · 2026
    Article
  4. Article
  5. Article
  6. Architectural and biochemical advances in understanding microbial COThe Plant journal : for cell and molecular biology · 2026
    Review
  7. Article
  8. Article
  9. Review
  10. [COResearch square · 2026
    Article
  11. Article
  12. Review
  13. Review
  14. Article
  15. Article
  16. Review
  17. Article
  18. Atomic view of photosynthetic metabolite permeability pathways and confinement in synthetic carboxysome shells.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  19. The Freshwater CyanobacteriumPlants (Basel, Switzerland) · 2024
    Article
  20. Article

32 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 3 institutions in 2 countries.

Niall M ManganDepartment of Applied Mathematics, University of Washington, Seattle, WA 98195;ORCID 0000-0002-3491-8341
Avi FlamholzDepartment of Molecular and Cell Biology, University of California, Berkeley, CA 94720;
Rachel D HoodDepartment of Molecular and Cell Biology, University of California, Berkeley, CA 94720;
Ron MiloDepartment of Plant and Environmental Sciences, Weizmann Institute of Science, Rehovot 76100, Israel;
David F SavageDepartment of Molecular and Cell Biology, University of California, Berkeley, CA 94720; Department of Chemistry, University of California, Berkeley, CA 94720 savage@berkeley.edu.ORCID 0000-0003-0042-2257
University of California, Berkeley · USUniversity of Washington Applied Physics Laboratory · USWeizmann Institute of Science · IL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Many carbon-fixing bacteria rely on a CO2 concentrating mechanism (CCM) to elevate the CO2 concentration around the carboxylating enzyme ribulose bisphosphate carboxylase/oxygenase (RuBisCO). The CCM is postulated to simultaneously enhance the rate of carboxylation and minimize oxygenation, a competitive reaction with O2 also catalyzed by RuBisCO. To achieve this effect, the CCM combines two features: active transport of inorganic carbon into the cell and colocalization of carbonic anhydrase and RuBisCO inside proteinaceous microcompartments called carboxysomes. Understanding the significance of the various CCM components requires reconciling biochemical intuition with a quantitative description of the system. To this end, we have developed a mathematical model of the CCM to analyze its energetic costs and the inherent intertwining of physiology and pH. We find that intracellular pH greatly affects the cost of inorganic carbon accumulation. At low pH the inorganic carbon pool contains more of the highly cell-permeable H2CO3, necessitating a substantial expenditure of energy on transport to maintain internal inorganic carbon levels. An intracellular pH ≈8 reduces leakage, making the CCM significantly more energetically efficient. This pH prediction coincides well with our measurement of intracellular pH in a model cyanobacterium. We also demonstrate that CO2 retention in the carboxysome is necessary, whereas selective uptake of HCO3 (-) into the carboxysome would not appreciably enhance energetic efficiency. Altogether, integration of pH produces a model that is quantitatively consistent with cyanobacterial physiology, emphasizing that pH cannot be neglected when describing biological systems interacting with inorganic carbon pools.

Indexed as

Energy MetabolismBiological TransportCarbonCarbon CycleCarbon DioxideCarbonic AnhydrasesCyanobacteriaHydrogen-Ion ConcentrationPhotosynthesisRibulose-Bisphosphate CarboxylaseCarbonCarbon DioxideCarbonic AnhydrasesRibulose-Bisphosphate Carboxylasecarbon fixationcyanobacteriainorganic carbonRuBisCOsystems biology

Identifiers

PMID27551079
PMCPMC5018799
OpenAlexW2508450075

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.