Discourse graph view — a rendering of record fields, no schema change
Laccase mediator systems do not detectably degrade PFOA or PFOS; the reported loss is sorption to the enzyme
Can a laccase mediator system be optimised to degrade perfluorooctanoic acid (PFOA) and perfluorooctanesulfonic acid (PFOS), as two earlier reports of modest losses suggested?
How to read these graphs
A discourse graph breaks a piece of research into typed one-sentence nodes and draws how they bear on one another. The grammar is that of Discourse Graphs (Chan and Akamatsu). Read each graph left to right: a question, the experiments that addressed it, the results they produced, and the hypothesis every result is drawn against.
- QUE Question
- What the work set out to answer.
- HYP Hypothesis
- The answer the authors expected. Every result earns one edge against it.
- EXP Experiment
- One attempt at the question: a trial arm, an assay, a survey, an analysis.
- RES Result
- One finding from an experiment, with where in the source it comes from.
- ISS Issue
- An open question or untried branch the work leaves for someone else.
- addresses
- An experiment addresses the question.
- produces
- An experiment produces a result.
- supports
- A positive result that backs the hypothesis.
- opposes
- A negative result that counts as evidence against the hypothesis, or a refutation of an earlier claim.
- informs
- A partial or mixed result that bears on the hypothesis without settling it.
- consistent with
- A negative or inconclusive result that does not count either way: no positive control passed, or there is no sensitivity or power statement, so the absence of an effect cannot be told from a measurement that failed.
- relation
- A thin dotted line: a link the source itself states between two experiments, such as one being derived from another.
A dashed box marks a result the rule above counts as uninformative, or an issue. In the drawing, click a node to jump to its text below.
The graph
Read left to right. The question (QUE) is addressed by 4 experiments (EXP), each of which produces results (RES), and each result bears on the hypothesis (HYP) with one of four edges. 6 support it, 3 oppose it, 0 inform it, and 2 are merely consistent with it because the informativeness rule would not count them as evidence either way. Click a node to jump to its full text below.
- supports positive finding
- opposes informative negative, or refutation
- informs partial finding
- consistent with inconclusive or uninformative: no positive control passed, or no sensitivity statement
- thin grey a relation the record itself states between two attempts
- dashed box a result the informativeness rule marks uninformative, or an issue
The grammar is that of Discourse Graphs (Chan and Akamatsu): QUE, HYP, EXP, RES and ISS nodes with supports, opposes and informs edges. Every node and edge is derived from fields already in the Negative-Results Record; the edge a finding earns is decided by its outcomeClass and informativeness. Issues (ISS) hang below the graph as a strip: the open questions and untried branches the path leaves for someone else to pick up.
Nodes
Question and hypothesis
- QUE
- Can a laccase mediator system be optimised to degrade perfluorooctanoic acid (PFOA) and perfluorooctanesulfonic acid (PFOS), as two earlier reports of modest losses suggested?
- HYP
- Improve the scope and efficacy of laccase mediator system (LMS) treatment of perfluoroalkyl acids by a mechanistic investigation of each component, starting from literature reports of modest PFOA and PFOS losses over extended periods.
Experiments (4 attempts)
| Node | Attempt | Type | Headline | JSON | |
|---|---|---|---|---|---|
| EXP | Two commercial laccases with five nitroxyl mediators do not remove PFOS over 28 days we observed no significant differences among the enzyme/mediator treatment conditions and the enzyme-only control (Figure S2) p = 0.58 (white rot) and 0.24 (Agaricus bisporus). | wet-lab | inconclusive-no-positive-control | record | |
| EXP | TvL with HBT does not remove PFOA over two weeks; the 64 to 67 % concentration fall at 0.1 uM is recovered in full on extraction monitoring PFOA treatment with six doses of 1 unit/mL TvL and 1 mM HBT over the course of 2 weeks did not indicate significant removal compared to an untreated control (p = 0.29; two-tailed t test) At 0.1 uM, a 64 % decrease in PFOA concentration and a 67 % decrease in PFOS concentration at the 24 hour time point after two doses, but 99 +/- 14 % of the PFOA mass and 111 +/- 11 % of the PFOS mass were recovered in the extracted solutions, suggesting that the decrease in concentration was likely due to physical phenomena (e.g., sorption) | wet-lab | negative-not-replicated | record | |
| EXP | The apparent PFOA and PFOS loss is sorption to the laccase, 18 +/- 2 % and 34 +/- 4 %, with a complete mass balance apparent PFOA loss in the TvL/HBT-treated reactors of 18 +/- 2 % compared to the total PFOA mass extracted; for PFOS 34 +/- 4 %; in the reactors containing only the TvL enzyme, similar losses for PFOS of 35 +/- 3 %; for PFOA a substantial mass loss was not observed sorption of PFOS to the reactor was greater in the enzyme-free control (40 +/- 12 % of total mass) relative to the TvL/HBT (14 +/- 2 %) and TvL (12 +/- 1 %) treatments, suggesting that sorption to the protein was more favorable PFOA sorption appeared substantial only where the mediator was present, consistent with side-chain exposure or charge changes on oxidation of TvL; PFOS sorption was unaltered by the mediator, consistent with a structurally intact side chain and PFOS hydrophobicity | wet-lab | positive | record | |
| EXP | The TvL/HBT system is active: carbamazepine is transformed, the BTNO radical forms, and enzyme activity is retained in the PFAA matrix About 35 % CBZ removal (p < 0.001); BTNO radical detected by EPR in the laccase system; TvL activity retained in CuSO4 and acetate. | wet-lab | positive | record |
Results (11 findings)
| Node | Finding | Id | Outcome and informativeness | Edge | JSON |
|---|---|---|---|---|---|
| RES | Does a native white-rot laccase (Creative Enzymes) with any of five nitroxyl mediators remove PFOS over 28 days? target: PFOS; PFOS concentration relative to the no-mediator control after evaporation correction = no significant difference (n = 3) | screen-white-rotin acs-laccase-mediator-screen | inconclusive-no-positive-controluninformative no positive control | consistent-with HYP | record |
| RES | Does Agaricus bisporus laccase (Sigma) with any of five nitroxyl mediators remove PFOS over 28 days? target: PFOS; PFOS concentration relative to the no-mediator control after evaporation correction = no significant difference (n = 3) | screen-agaricusin acs-laccase-mediator-screen | inconclusive-no-positive-controluninformative no positive control | consistent-with HYP | record |
| RES | Does TvL with HBT, dosed six times over two weeks, remove 1 uM PFOA? target: PFOA; PFOA concentration relative to untreated control after two weeks = no significant removal (n = 3) | pfoa-two-weeksin acs-laccase-pfaa-degradation | negative-not-replicatedinformative designated positive control passed; negative control clean; sensitivity or power stated | opposes HYP | record |
| RES | Is the fall in measured PFOA concentration after 24 h of TvL/HBT dosing a transformation? target: perfluorooctanoic acid (PFOA); decrease in aqueous concentration at 24 h = 64 % (n = 3) | pfoa-96h-apparent-lossin acs-laccase-pfaa-degradation | refutednot-applicable an affirmative refutation is judged on the refuting analysis, not on the controls of the run it refutes | opposes HYP | record |
| RES | Is the fall in measured PFOS concentration after 24 h of TvL/HBT dosing a transformation? target: perfluorooctanesulfonic acid (PFOS); decrease in aqueous concentration at 24 h = 67 % (n = 3) | pfos-96h-apparent-lossin acs-laccase-pfaa-degradation | refutednot-applicable an affirmative refutation is judged on the refuting analysis, not on the controls of the run it refutes | opposes HYP | record |
| RES | Where does the PFOA mass that disappears from solution in TvL/HBT reactors go: protein, vessel or transformation? target: perfluorooctanoic acid (PFOA); apparent loss from the 24 h subsample relative to total extracted mass, TvL + HBT = 18 % (n = 3) | pfoa-partitionin acs-laccase-sorption | positivenot-applicable rule applies to negative and inconclusive findings only | supports HYP | record |
| RES | Where does the PFOS mass that disappears from solution in TvL/HBT reactors go: protein, vessel or transformation? target: perfluorooctanesulfonic acid (PFOS); apparent loss from the 24 h subsample relative to total extracted mass, TvL + HBT = 34 % (n = 3) | pfos-partitionin acs-laccase-sorption | positivenot-applicable rule applies to negative and inconclusive findings only | supports HYP | record |
| RES | Does PFOS sorb to the glass reactor, and does the presence of enzyme change how much? target: perfluorooctanesulfonic acid (PFOS); PFOS mass recovered from the emptied reactor, enzyme-free control = 40 % (n = 3) | pfos-reactor-sorptionin acs-laccase-sorption | positivenot-applicable rule applies to negative and inconclusive findings only | supports HYP | record |
| RES | Does the TvL/HBT system transform the surrogate substrate carbamazepine under literature conditions? target: carbamazepine (CBZ); CBZ removal after three doses over 120 h = 35 % (n = 3) | cbz-transformedin acs-laccase-system-checks | positivenot-applicable rule applies to negative and inconclusive findings only | supports HYP | record |
| RES | Does TvL retain activity in the CuSO4 solution used for PFAA reactors, compared with acetate buffer? target: Trametes versicolor laccase (TvL); laccase activity profile by DMP assay = similar in 5 mM CuSO4 and 0.1 M sodium acetate; none in 5 mM FeSO4 | activity-retainedin acs-laccase-system-checks | positivenot-applicable rule applies to negative and inconclusive findings only | supports HYP | record |
| RES | Does the TvL/HBT/CuSO4 system generate the benzotriazole-N-oxyl (BTNO) radical proposed to oxidise contaminants? target: benzotriazole-N-oxyl radical from HBT; EPR detection of BTNO = detected in both routes | btno-radicalin acs-laccase-system-checks | positivenot-applicable rule applies to negative and inconclusive findings only | supports HYP | record |
Issues (5 open questions and untried branches)
- ISS Why did the earlier Pleurotus ostreatus laccase systems report PFOA and PFOS loss: sorption of the kind shown here, a property of that enzyme, or something else? (open-question)
- ISS Which side chains of TvL bind PFOA after oxidation by the mediator? (open-question)
- ISS Use rigorous controls, in particular full mass balances including vessel and protein extraction, when evaluating bioinspired PFAS treatments. (proposed-by-authors)
- ISS Study PFAS-protein binding mechanisms as a route to bioinspired adsorptive materials, noting that the quantity of enzyme needed for adsorptive removal may be prohibitive. (proposed-by-authors)
- ISS Repeat the prior reports' conditions with a Pleurotus ostreatus laccase, with full mass balance, if a source of that enzyme can be found. (inferred-by-ingest)