OSCR

Next-generation multiplexed targeted proteomics quantifies post-translational modifications in disease and compound-protein interactions with high throughput.

Code ↔ Paper

The paper beside its authors' code: matches between them have not been computed for this paper yet.

Paper

Loaded from Europe PMC by your browser, not stored by OSCR: doi.org · Europe PMC

The paper is loaded when this pane is shown.

The authors' code

C++ · 212 lines · 7.3 KB · MIT

  1. // Copyright(c) 2011 - 2018 Thermo Fisher Scientific - LSMS
  2. //
  3. // Permission is hereby granted, free of charge, to any person obtaining a copy
  4. // of this software and associated documentation files (the "Software"), to deal
  5. // in the Software without restriction, including without limitation the rights
  6. // to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
  7. // copies of the Software, and to permit persons to whom the Software is
  8. // furnished to do so, subject to the following conditions:
  9. //
  10. // The above copyright notice and this permission notice shall be included in all
  11. // copies or substantial portions of the Software.
  12. //
  13. // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
  14. // IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
  15. // FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
  16. // AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
  17. // LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
  18. // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
  19. // SOFTWARE.
  20. #include "StdAfx.h"
  21. #include "ApiUsageTest.h"
  22. #include "HandlerToResetEvent.h"
  23. using namespace System::Reflection;
  24. using namespace Microsoft::Win32;
  25. using namespace Thermo::Interfaces::InstrumentAccess_V1;
  26. using namespace Thermo::Interfaces::InstrumentAccess_V1::Control::Acquisition;
  27. using namespace Thermo::Interfaces::ExactiveAccess_V1::Control::Acquisition;
  28. namespace ManagedCppLoad
  29. {
  30. ApiUsageTest::ApiUsageTest()
  31. {
  32. }
  33. ApiUsageTest::!ApiUsageTest()
  34. {
  35. m_instrument = nullptr; // no active destruction here
  36. }
  37. ApiUsageTest::~ApiUsageTest()
  38. {
  39. this->!ApiUsageTest();
  40. }
  41. // Return true if loading the API has been successful
  42. bool ApiUsageTest::Load()
  43. {
  44. Console::Write(L"Loading Exactive Series API...");
  45. try
  46. {
  47. Object^ o = LoadDirect();
  48. IInstrumentAccessContainer^ iac = safe_cast<IInstrumentAccessContainer^>(o);
  49. m_instrument = safe_cast<IExactiveInstrumentAccess^>(iac->Get(1));
  50. }
  51. catch (Exception^ e)
  52. {
  53. Console::WriteLine(L" failed to load API");
  54. Console::WriteLine();
  55. Console::WriteLine(e->ToString());
  56. return false;
  57. }
  58. Console::WriteLine(L" API Loaded");
  59. return true;
  60. }
  61. // Return true if the instrument is accessible within 10 seconds
  62. bool ApiUsageTest::WaitForInstrument()
  63. {
  64. Console::Write(L"Waiting for instrument to become connected within 10 seconds...");
  65. try
  66. {
  67. IExactiveAcquisition^ ea = m_instrument->Control->Acquisition;
  68. if (!ea->WaitFor(TimeSpan::FromSeconds(10), SystemMode::Off, SystemMode::On, SystemMode::Standby))
  69. {
  70. Console::WriteLine(L" Sorry, system mode remained at {0}", ea->State->SystemMode);
  71. return false;
  72. }
  73. // I cheated, we wait a maximum of 20 secs.
  74. if (!ea->WaitFor(TimeSpan::FromSeconds(10), InstrumentState::Off, InstrumentState::StandBy, InstrumentState::ReadyToDownload))
  75. {
  76. Console::WriteLine(L" Sorry, instrument state remained at {0}", ea->State->SystemState);
  77. return false;
  78. }
  79. }
  80. catch (Exception^ e)
  81. {
  82. Console::WriteLine(L" failed to use the API");
  83. Console::WriteLine();
  84. Console::WriteLine(e->ToString());
  85. return false;
  86. }
  87. Console::WriteLine(L" Instrument connected");
  88. return true;
  89. }
  90. // Return the scans interface in a way that it is suitable to receive commands
  91. IScans^ ApiUsageTest::GetWorkingScansInterface()
  92. {
  93. Console::Write(L"Placing custom scans and waiting for it to accept commands...");
  94. IScans^ s = nullptr;
  95. try
  96. {
  97. s = m_instrument->Control->GetScans(false);
  98. // The interface is not usable until parameters are available, create a waiting mutex and wait on it.
  99. AutoResetEvent^ waiter = gcnew AutoResetEvent((s->PossibleParameters != nullptr) && (s->PossibleParameters->Length > 0)); // auto-dispose
  100. HandlerToResetEvent^ handler = gcnew HandlerToResetEvent(waiter); // auto-dispose
  101. s->PossibleParametersChanged += gcnew System::EventHandler(handler, &HandlerToResetEvent::Handler);
  102. waiter->WaitOne(1000); // 1 second should really be sufficient because we are already connected. Expect few ms to get this happen
  103. s->PossibleParametersChanged -= gcnew System::EventHandler(handler, &HandlerToResetEvent::Handler);
  104. if ((s->PossibleParameters == nullptr) || (s->PossibleParameters->Length == 0))
  105. {
  106. Console::WriteLine(L" Sorry, IScans interface node doesn't supply parameters for unknown reason");
  107. return nullptr;
  108. }
  109. }
  110. catch (System::Security::AccessControl::PrivilegeNotHeldException^ priv)
  111. {
  112. Console::WriteLine(L" cannot get IScans interface, missing privilege '{0}'", priv->PrivilegeName);
  113. return nullptr;
  114. }
  115. catch (Exception^ e)
  116. {
  117. Console::WriteLine(L" cannot get IScans interface");
  118. Console::WriteLine();
  119. Console::WriteLine(e->ToString());
  120. return nullptr;
  121. }
  122. // assume "Set" is part of the commands
  123. Console::WriteLine(L"Available");
  124. return s;
  125. }
  126. // Place two consecutive scans, one on positive, one in negative mode
  127. void ApiUsageTest::PlaceScans(IScans^ scans)
  128. {
  129. Console::Write(L"Placing custom scans with different polarity...");
  130. try
  131. {
  132. ICustomScan^ cs;
  133. for (int i = 0; i < 5; i++)
  134. {
  135. cs = scans->CreateCustomScan();
  136. cs->RunningNumber = 2001;
  137. // assume we have one possible values "0" and "1" for polarity
  138. cs->Values["Polarity"] = "0";
  139. if (!scans->SetCustomScan(cs))
  140. {
  141. Console::WriteLine(L" cannot place custom scan for unknown reason");
  142. return;
  143. }
  144. cs = scans->CreateCustomScan();
  145. cs->RunningNumber = 2002;
  146. // assume we have one possible values "0" and "1" for polarity
  147. cs->Values["Polarity"] = "1";
  148. if (!scans->SetCustomScan(cs))
  149. {
  150. Console::WriteLine(L" cannot place custom scan for unknown reason");
  151. return;
  152. }
  153. }
  154. }
  155. catch (Exception^ e)
  156. {
  157. Console::WriteLine(L" cannot place custom scans");
  158. Console::WriteLine();
  159. Console::WriteLine(e->ToString());
  160. }
  161. Console::WriteLine(L" OK");
  162. }
  163. // New way of linking the API requires knowledge about class/namespace and the implementing API.
  164. // Exactive's standard values can be found in the standard Xcalibur registry at
  165. // HKLM\Software[\Wow6432Node]\Finnigan\Xcalibur\Devices\Thermo Exactive
  166. // under the string values ApiFileName_Clr2_32_V1 and ApiClassName_Clr2_32_V1
  167. Object^ ApiUsageTest::LoadDirect()
  168. {
  169. String^ asmName = nullptr;
  170. String^ typeName = nullptr;
  171. String^ baseName = String::Format(L"SOFTWARE{0}\\Finnigan\\Xcalibur\\Devices\\Thermo Exactive", (IntPtr::Size > 4) ? L"" : L"\\Wow6432Node");
  172. RegistryKey^ key = Registry::LocalMachine->OpenSubKey(baseName);
  173. if (key != nullptr)
  174. {
  175. asmName = safe_cast<String^>(key->GetValue(L"ApiFileName_Clr2_32_V1", nullptr));
  176. typeName = safe_cast<String^>(key->GetValue(L"ApiClassName_Clr2_32_V1", nullptr));
  177. key->Close();
  178. }
  179. if (String::IsNullOrEmpty(asmName) || String::IsNullOrEmpty(typeName))
  180. {
  181. Console::Error->WriteLine("Exactive is not registered or service hasn't been started one time.");
  182. Environment::Exit(3);
  183. }
  184. Assembly^ assm = Assembly::LoadFrom(asmName);
  185. Object^ o = assm->CreateInstance(typeName);
  186. return o;
  187. }
  188. // Old way of linking to the API using COM. Disadvantages are strange error messages, late detection
  189. // of bitness or CLR errors and too much .NET-magic
  190. Object^ ApiUsageTest::LoadPerCom()
  191. {
  192. Type ^t = Type::GetTypeFromProgID("Thermo Exactive.API_Clr2_32_V1", true);
  193. Object ^o = Activator::CreateInstance(t);
  194. return o;
  195. }
  196. }

ApiUsageTest.cpp at commit c246dcc, under MIT · at the source

Overview

Authors: Steven R Shuken1, Geordon A Frere1, Charlotte R Beard2,3, Christopher D McGann1, Jesse D Canterbury4, Nathan R Zuniga1, Brandon M Gassaway1,5, Shane L Dawson1, Kean Hean Ooi1, João A Paulo1, M Windy McNerney2,3, Steven P Gygi1, Qing Yu1,6
  1. Department of Cell Biology, Harvard Medical School, Boston, MA USA
  2. Mental Illness Research Education and Clinical Center (MIRECC), Veterans Affairs Palo Alto Health Care System, Palo Alto, CA USA
  3. Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA USA
  4. Thermo Fisher Scientific, San Jose, CA USA
  5. Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT USA
  6. Department of Biochemistry and Molecular Biotechnology, University of Massachusetts Chan Medical School, Worcester, MA USA
Journal: Nature communications, volume 17, issue 1, article 9048
Dates: received 26 June 2025; accepted 11 August 2026; published online 25 August 2026
Type: Research article · Language: English
License: CC BY-NC-ND
Identifiers: DOI 10.1038/s41467-026-76929-y · PMID 42649221 · PMCID PMC13518854 · OpenAlex W7204180384
Open access: gold, a free copy (OpenAlex)
Status: code verified
Categories: genetics / omics (modality), other (modality), human (organism), Alzheimer's / dementia (population)
Methods: Statistics, Machine learning
Keywords: Proteomics, Mass spectrometry
MeSH: Alzheimer Disease*, Protein Processing, Post-Translational*, Proteomics*, Brain, High-Throughput Screening Assays, Humans, Mass Spectrometry, Phosphorylation, tau Proteins (* major topic)
Topic: Advanced Biosensing Techniques and Applications (Molecular Biology, Biochemistry, Genetics and Molecular Biology), according to OpenAlex
Funding: NIGMS NIH HHS (R01 GM132129); NIA NIH HHS (K99 AG088297); NIH HHS (GM67945); NCI NIH HHS (K22 CA282268)
Citations: not cited yet (Europe PMC); 35 references in the paper

Abstract

The abstract is not reproduced here: the paper's license (CC BY-NC-ND) does not allow it. Read it in the paper, at the publisher or on Europe PMC.

Repositories

Its files are read in the Code ↔ Paper reader above.

thermofisherlsms/iapi

License: MIT
State: the link answers, verified on 27 September 2026
Evidence: files inventoried
Commit: c246dcc8772d03c9c32e9b2fde486e97572c8fbf, 11 May 2026
Languages: C++ (6), C/C++ (4), MATLAB (1)
Size: 484 files, 11 scripts
Software Heritage: archived
Found in: “Code availability”
Holds: README, license file, documentation
Not found: CITATION.cff, environment file, tests, continuous integration
Availability: 1 check, the latest on 27 September 2026: the link answers
  • 27 September 2026: the link answers
13 files

uwpr.github.io/comet

License: none: the authors keep all their rights
State: the link answers, verified on 27 September 2026
Evidence: the link answers
Software Heritage: not checked
Found in: “Code availability”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 27 September 2026: the link answers (HTTP 200)
  • 27 September 2026: the link answers (HTTP 200)
At the source: uwpr.github.io/Comet

Code availability statement

The paper has a code availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:

Read it in the paper: doi.org/10.1038/s41467-026-76929-y.

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

What the map holds:

  • 2 repositories of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 11 scripts, each with its path and the digest of its content;
  • no match between paragraphs and code yet;
  • neither the text of the paper nor the code itself.

Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

No dataset and no data link were found in the paper.

Data availability statement

The paper has a data availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:

  • no repository, dataset or request procedure was recognized in it

Read it in the paper: doi.org/10.1038/s41467-026-76929-y.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 13 authors, 2 keywords, 9 MeSH terms, 4 funders, 34 references.

Cite

This paper

Shuken, S. R., Frere, G. A., Beard, C. R., McGann, C. D., Canterbury, J. D., Zuniga, N. R., Gassaway, B. M., Dawson, S. L., Ooi, K. H., Paulo, J. A., McNerney, M. W., Gygi, S. P., & Yu, Q. (2026). Next-generation multiplexed targeted proteomics quantifies post-translational modifications in disease and compound-protein interactions with high throughput. Nature communications, 17(1), 9048. https://doi.org/10.1038/s41467-026-76929-y

BibTeX

@article{shuken2026next,
author = {Shuken, Steven R and Frere, Geordon A and Beard, Charlotte R and McGann, Christopher D and Canterbury, Jesse D and Zuniga, Nathan R and Gassaway, Brandon M and Dawson, Shane L and Ooi, Kean Hean and Paulo, João A and McNerney, M Windy and Gygi, Steven P and Yu, Qing},
title = {{Next-generation multiplexed targeted proteomics quantifies post-translational modifications in disease and compound-protein interactions with high throughput}},
journal = {Nature communications},
year = {2026},
month = aug,
volume = {17},
number = {1},
pages = {9048},
publisher = {Nature Publishing Group},
issn = {2041-1723},
doi = {10.1038/s41467-026-76929-y},
url = {https://doi.org/10.1038/s41467-026-76929-y},
pmid = {42649221},
pmcid = {PMC13518854}
}

RIS

TY - JOUR
AU - Shuken, Steven R
AU - Frere, Geordon A
AU - Beard, Charlotte R
AU - McGann, Christopher D
AU - Canterbury, Jesse D
AU - Zuniga, Nathan R
AU - Gassaway, Brandon M
AU - Dawson, Shane L
AU - Ooi, Kean Hean
AU - Paulo, João A
AU - McNerney, M Windy
AU - Gygi, Steven P
AU - Yu, Qing
TI - Next-generation multiplexed targeted proteomics quantifies post-translational modifications in disease and compound-protein interactions with high throughput
T2 - Nature communications
J2 - Nat Commun
PY - 2026
DA - 2026/08/25
VL - 17
IS - 1
SP - 9048
SN - 2041-1723
PB - Nature Publishing Group
DO - 10.1038/s41467-026-76929-y
UR - https://doi.org/10.1038/s41467-026-76929-y
LA - en
ER -

CSL-JSON

{
"id": "10.1038/s41467-026-76929-y",
"type": "article-journal",
"title": "Next-generation multiplexed targeted proteomics quantifies post-translational modifications in disease and compound-protein interactions with high throughput",
"container-title": "Nature communications",
"author": [
{
"family": "Shuken",
"given": "Steven R"
},
{
"family": "Frere",
"given": "Geordon A"
},
{
"family": "Beard",
"given": "Charlotte R"
},
{
"family": "McGann",
"given": "Christopher D"
},
{
"family": "Canterbury",
"given": "Jesse D"
},
{
"family": "Zuniga",
"given": "Nathan R"
},
{
"family": "Gassaway",
"given": "Brandon M"
},
{
"family": "Dawson",
"given": "Shane L"
},
{
"family": "Ooi",
"given": "Kean Hean"
},
{
"family": "Paulo",
"given": "João A"
},
{
"family": "McNerney",
"given": "M Windy"
},
{
"family": "Gygi",
"given": "Steven P"
},
{
"family": "Yu",
"given": "Qing"
}
],
"container-title-short": "Nat Commun",
"volume": "17",
"issue": "1",
"page": "9048",
"DOI": "10.1038/s41467-026-76929-y",
"PMID": "42649221",
"PMCID": "PMC13518854",
"ISSN": "2041-1723",
"publisher": "Nature Publishing Group",
"URL": "https://doi.org/10.1038/s41467-026-76929-y",
"language": "en",
"issued": {
"date-parts": [
[
2026,
8,
25
]
]
}
}

The tracing map gets a citation of its own once an author has validated it and it has a DOI.

Similar papers

The papers with a page that share the most with this one: the tools found in their code, their categories, datasets, cited references and authors, the rarest counting most.

[1] doi:10.1073/pnas.2609132123 [code]
A human lysosomal storage disorder toolkit for decoding proteome landscapes in cortical-like and dopaminergic-like induced neurons.
Journal: Proceedings of the National Academy of Sciences of the United States of America
In common: genetics / omics, 1 reference, 2 authors
[2] doi:10.1038/s44321-026-00488-4 [code]
DeepPlaque: a scalable multimodal platform for Aβ pathology and cell analysis in Alzheimer's disease.
Journal: EMBO molecular medicine
In common: Alzheimer's / dementia, genetics / omics, 2 references
[3] doi:10.1523/eneuro.0468-25.2026 [code]
A Multi-Network Approach Identifies Proteins Related to Dendritic Spines in Alzheimer's Disease.
Journal: eNeuro
In common: Alzheimer's / dementia, genetics / omics, 2 references
[4] doi:10.1038/s43587-026-01207-x [code]
A microprotein atlas of the human frontal cortex in Alzheimer's disease.
Journal: Nature aging
In common: other, Alzheimer's / dementia, genetics / omics, 1 reference
[5] doi:10.1002/ana.78300
Distribution of Big Tau Isoforms in the Human Central and Peripheral Nervous System.
Journal: Annals of neurology
In common: other, Alzheimer's / dementia, 1 reference
[6] doi:10.1002/alz.71773 [code]
Brain-derived plasma p-tau217 shows enhanced dynamic range for Alzheimer's disease neuropathological change.
Journal: Alzheimer's & dementia : the journal of the Alzheimer's Association
In common: other, Alzheimer's / dementia, 1 reference
[7] doi:10.1002/alz.71711 [code]
Exploring longitudinal relationships among Alzheimer's disease biomarkers.
Journal: Alzheimer's & dementia : the journal of the Alzheimer's Association
In common: other, Alzheimer's / dementia, 1 reference
[8] doi:10.1038/s44400-026-00115-6
Brain age gradients as intermediate phenotypes linking plasma p-tau217 to cognition in community-dwelling older adults.
Journal: NPJ dementia
In common: other, Alzheimer's / dementia, 1 reference
[9] doi:10.1186/s13195-026-02119-z
Age-dependent diagnostic and correlational architecture of multiplex plasma biomarkers in Alzheimer's disease: a cross-ethnic, cross-platform validation study.
Journal: Alzheimer's research & therapy
In common: other, Alzheimer's / dementia, 1 reference
[10] doi:10.1002/alz.71530 [code]
Differential associations of plasma biomarkers with Alzheimer's disease and small vessel disease: A multimodal imaging study.
Journal: Alzheimer's & dementia : the journal of the Alzheimer's Association
In common: other, Alzheimer's / dementia, 1 reference

Contribute

The authors of this paper can claim it, correct its record and validate its tracing map, and the maintainers of its code (its owner, or a public member of its organization) correct what it says of their repository; anyone signed in can ask for its removal. Every request goes to OSCR's own machine, which answers it; your account page follows them.

Sign in with ORCID to claim this paper as one of its authors, correct its record or validate its tracing map: when the paper's metadata lists your ORCID iD, you are recognized at once. Maintainers of its code: sign in with GitHub, then claim the repository on your account page.

Request its removal

To ask OSCR to remove this record, the copies of its authors' scripts or its tracing map, use the removal request page: signed in, you say who you are, what to remove and why, then review and confirm the request. Published rules decide every request (how).

Discussion, reproductions, activity

Discussion: questions and error reports about this paper and its code, from signed-in readers and its authors. It opens with sign-in.

Reproductions: reports from readers who ran the authors' code: what they reproduced, with which environment, commit and data. It opens with sign-in.

Activity: what happens around this paper: new versions of its record, its map's validation, discussions and reproductions. It opens with sign-in.