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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?

Source: An Artifact of Perfluoroalkyl Acid (PFAA) Removal Attributed to Sorption Processes in a Laccase Mediator System (doi:10.1021/acs.estlett.3c00173). Path record: acs-laccase-path.json. Headline outcome negative-not-replicated. While unable to replicate the oxidation of PFAAs, we show that interactions of the PFAA compounds with laccase and laccase mediator mixtures could cause an artifact that mimics transformation (<=60 %) of PFAAs. the LMS appears to be unable to detectably degrade the perfluorinated compounds PFOA and PFOS ... it is particularly important for researchers to use rigorous controls when analyzing treatment and removal strategies with novel bioinspired technologies All graphs · Back to the pilot

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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.

Discourse graph of Laccase mediator systems do not detectably degrade PFOA or PFOS; the reported loss is sorption to the enzyme que addresses acs-laccase-mediator-screen acs-laccase-mediator-screen produces acs-laccase-mediator-screen--screen-white-rot acs-laccase-mediator-screen--screen-white-rot consistent-with hyp acs-laccase-mediator-screen produces acs-laccase-mediator-screen--screen-agaricus acs-laccase-mediator-screen--screen-agaricus consistent-with hyp que addresses acs-laccase-pfaa-degradation acs-laccase-pfaa-degradation produces acs-laccase-pfaa-degradation--pfoa-two-weeks acs-laccase-pfaa-degradation--pfoa-two-weeks opposes hyp acs-laccase-pfaa-degradation produces acs-laccase-pfaa-degradation--pfoa-96h-apparent-loss acs-laccase-pfaa-degradation--pfoa-96h-apparent-loss opposes hyp acs-laccase-pfaa-degradation produces acs-laccase-pfaa-degradation--pfos-96h-apparent-loss acs-laccase-pfaa-degradation--pfos-96h-apparent-loss opposes hyp que addresses acs-laccase-sorption acs-laccase-sorption produces acs-laccase-sorption--pfoa-partition acs-laccase-sorption--pfoa-partition supports hyp acs-laccase-sorption produces acs-laccase-sorption--pfos-partition acs-laccase-sorption--pfos-partition supports hyp acs-laccase-sorption produces acs-laccase-sorption--pfos-reactor-sorption acs-laccase-sorption--pfos-reactor-sorption supports hyp que addresses acs-laccase-system-checks acs-laccase-system-checks produces acs-laccase-system-checks--cbz-transformed acs-laccase-system-checks--cbz-transformed supports hyp acs-laccase-system-checks produces acs-laccase-system-checks--activity-retained acs-laccase-system-checks--activity-retained supports hyp acs-laccase-system-checks produces acs-laccase-system-checks--btno-radical acs-laccase-system-checks--btno-radical supports hyp acs-laccase-sorption informs acs-laccase-pfaa-degradation: explains the apparent loss recorded as refuted in the degradation attempt ISS · open questions and untried branches this path leaves behind QUE · negative-not-replicated Can a laccase mediator system be optimised to degrade perfluorooctanoic acid (PFOA) and perfluorooctanesulfonic acid (PFOS), as two earlier reports of modest losses suggested? 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. 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. EXP · inconclusive-no-positive-control Two commercial laccases with five nitroxyl mediators do not remove PFOS over 28 days Two commercial laccases with five nitroxyl mediators do not remove PFOS over 28 days RES · inconclusive-no-positive-control Does a native white-rot laccase (Creative Enzymes) with any of five nitroxyl mediators remove PFOS over 28… Does a native white-rot laccase (Creative Enzymes) with any of five nitroxyl mediators remove PFOS over 28 days? RES · inconclusive-no-positive-control Does Agaricus bisporus laccase (Sigma) with any of five nitroxyl mediators remove PFOS over 28 days? Does Agaricus bisporus laccase (Sigma) with any of five nitroxyl mediators remove PFOS over 28 days? EXP · negative-not-replicated 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 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 RES · negative-not-replicated Does TvL with HBT, dosed six times over two weeks, remove 1 uM PFOA? Does TvL with HBT, dosed six times over two weeks, remove 1 uM PFOA? RES · refuted Is the fall in measured PFOA concentration after 24 h of TvL/HBT dosing a transformation? Is the fall in measured PFOA concentration after 24 h of TvL/HBT dosing a transformation? RES · refuted Is the fall in measured PFOS concentration after 24 h of TvL/HBT dosing a transformation? Is the fall in measured PFOS concentration after 24 h of TvL/HBT dosing a transformation? EXP · positive The apparent PFOA and PFOS loss is sorption to the laccase, 18 +/- 2 % and 34 +/- 4 %, with a complete mass balance The apparent PFOA and PFOS loss is sorption to the laccase, 18 +/- 2 % and 34 +/- 4 %, with a complete mass balance RES · positive Where does the PFOA mass that disappears from solution in TvL/HBT reactors go: protein, vessel or transformation? Where does the PFOA mass that disappears from solution in TvL/HBT reactors go: protein, vessel or transformation? RES · positive Where does the PFOS mass that disappears from solution in TvL/HBT reactors go: protein, vessel or transformation? Where does the PFOS mass that disappears from solution in TvL/HBT reactors go: protein, vessel or transformation? RES · positive Does PFOS sorb to the glass reactor, and does the presence of enzyme change how much? Does PFOS sorb to the glass reactor, and does the presence of enzyme change how much? EXP · positive The TvL/HBT system is active: carbamazepine is transformed, the BTNO radical forms, and enzyme activity is retained in the PFAA matrix The TvL/HBT system is active: carbamazepine is transformed, the BTNO radical forms, and enzyme activity is retained in the PFAA matrix RES · positive Does the TvL/HBT system transform the surrogate substrate carbamazepine under literature conditions? Does the TvL/HBT system transform the surrogate substrate carbamazepine under literature conditions? RES · positive Does TvL retain activity in the CuSO4 solution used for PFAA reactors, compared with acetate buffer? Does TvL retain activity in the CuSO4 solution used for PFAA reactors, compared with acetate buffer? RES · positive Does the TvL/HBT/CuSO4 system generate the benzotriazole-N-oxyl (BTNO) radical proposed to oxidise contaminants? Does the TvL/HBT/CuSO4 system generate the benzotriazole-N-oxyl (BTNO) radical proposed to oxidise contaminants? ISS · open-question 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… 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? ISS · open-question Which side chains of TvL bind PFOA after oxidation by the mediator? Which side chains of TvL bind PFOA after oxidation by the mediator? ISS · proposed-by-authors Use rigorous controls, in particular full mass balances including vessel and protein extraction, when evaluating bioinspired PFAS treatments. Use rigorous controls, in particular full mass balances including vessel and protein extraction, when evaluating bioinspired PFAS treatments. ISS · proposed-by-authors Study PFAS-protein binding mechanisms as a route to bioinspired adsorptive materials, noting that the quantity of enzyme needed for adsorptive removal ma… 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. ISS · inferred-by-ingest Repeat the prior reports' conditions with a Pleurotus ostreatus laccase, with full mass balance, if a source of that enzyme can be found. Repeat the prior reports' conditions with a Pleurotus ostreatus laccase, with full mass balance, if a source of that enzyme can be found.
  • 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)

NodeAttemptTypeHeadlineJSON
EXPTwo 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-labinconclusive-no-positive-controlrecord
EXPTvL 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-labnegative-not-replicatedrecord
EXPThe 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-labpositiverecord
EXPThe 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-labpositiverecord

Results (11 findings)

NodeFindingIdOutcome and informativenessEdgeJSON
RESDoes 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-rot
in acs-laccase-mediator-screen
inconclusive-no-positive-control
uninformative
no positive control
consistent-with HYPrecord
RESDoes 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-agaricus
in acs-laccase-mediator-screen
inconclusive-no-positive-control
uninformative
no positive control
consistent-with HYPrecord
RESDoes 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-weeks
in acs-laccase-pfaa-degradation
negative-not-replicated
informative
designated positive control passed; negative control clean; sensitivity or power stated
opposes HYPrecord
RESIs 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-loss
in acs-laccase-pfaa-degradation
refuted
not-applicable
an affirmative refutation is judged on the refuting analysis, not on the controls of the run it refutes
opposes HYPrecord
RESIs 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-loss
in acs-laccase-pfaa-degradation
refuted
not-applicable
an affirmative refutation is judged on the refuting analysis, not on the controls of the run it refutes
opposes HYPrecord
RESWhere 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-partition
in acs-laccase-sorption
positive
not-applicable
rule applies to negative and inconclusive findings only
supports HYPrecord
RESWhere 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-partition
in acs-laccase-sorption
positive
not-applicable
rule applies to negative and inconclusive findings only
supports HYPrecord
RESDoes 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-sorption
in acs-laccase-sorption
positive
not-applicable
rule applies to negative and inconclusive findings only
supports HYPrecord
RESDoes 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-transformed
in acs-laccase-system-checks
positive
not-applicable
rule applies to negative and inconclusive findings only
supports HYPrecord
RESDoes 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-retained
in acs-laccase-system-checks
positive
not-applicable
rule applies to negative and inconclusive findings only
supports HYPrecord
RESDoes 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-radical
in acs-laccase-system-checks
positive
not-applicable
rule applies to negative and inconclusive findings only
supports HYPrecord

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)