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Targeting the posterior thalamic hub: hemispheric-specific encoding of pain-depression comorbidity after hemorrhagic stroke.

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Paper

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The authors' code

Python · 262 lines · 8.3 KB · BSD-3-Clause

  1. # -*- coding: utf-8 -*-
  2. #
  3. # scikit-learn documentation build configuration file, created by
  4. # sphinx-quickstart on Fri Jan 8 09:13:42 2010.
  5. #
  6. # This file is execfile()d with the current directory set to its containing
  7. # dir.
  8. #
  9. # Note that not all possible configuration values are present in this
  10. # autogenerated file.
  11. #
  12. # All configuration values have a default; values that are commented out
  13. # serve to show the default.
  14. import sys
  15. import os
  16. # If extensions (or modules to document with autodoc) are in another
  17. # directory, add these directories to sys.path here. If the directory
  18. # is relative to the documentation root, use os.path.abspath to make it
  19. # absolute, like shown here.
  20. # sys.path.insert(0, os.path.abspath('sphinxext'))
  21. sourcepath = os.path.abspath('..')
  22. sys.path.insert(1, sourcepath)
  23. # -- General configuration ---------------------------------------------------
  24. # Try to override the matplotlib configuration as early as possible
  25. # try:
  26. # import gen_rst
  27. # except:
  28. # pass
  29. # Add any Sphinx extension module names here, as strings. They can be
  30. # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom ones.
  31. extensions = [
  32. # 'gen_rst',
  33. 'sphinx.ext.autodoc', 'sphinx.ext.autosummary',
  34. 'sphinx.ext.imgmath', 'numpydoc',
  35. 'sphinx.ext.todo', 'sphinx.ext.viewcode',
  36. 'sphinx.ext.inheritance_diagram'
  37. ]
  38. autosummary_generate = True
  39. autodoc_default_flags = ['members', 'show-inheritance']
  40. autodoc_member_order = 'bysource'
  41. # Add any paths that contain templates here, relative to this directory.
  42. templates_path = ['templates']
  43. # generate autosummary even if no references
  44. autosummary_generate = True
  45. # The suffix of source filenames.
  46. source_suffix = '.rst'
  47. # The encoding of source files.
  48. source_encoding = 'utf-8'
  49. # Generate the plots for the gallery
  50. plot_gallery = True
  51. # The master toctree document.
  52. master_doc = 'index'
  53. # General information about the project.
  54. project = u'WMQL'
  55. copyright = u'2013, Demian Wassermann (Modified BSD License)'
  56. # The version info for the project you're documenting, acts as replacement for
  57. # |version| and |release|, also used in various other places throughout the
  58. # built documents.
  59. #
  60. # The short X.Y version.
  61. version = '0.1'
  62. # The full version, including alpha/beta/rc tags.
  63. import tract_querier
  64. release = str(tract_querier.__version__)
  65. # The language for content autogenerated by Sphinx. Refer to documentation
  66. # for a list of supported languages.
  67. #language = None
  68. # There are two options for replacing |today|: either, you set today to some
  69. # non-false value, then it is used:
  70. #today = ''
  71. # Else, today_fmt is used as the format for a strftime call.
  72. #today_fmt = '%B %d, %Y'
  73. # List of documents that shouldn't be included in the build.
  74. #unused_docs = []
  75. # List of directories, relative to source directory, that shouldn't be
  76. # searched for source files.
  77. exclude_trees = ['_build', 'templates', 'includes']
  78. # List of patterns, relative to source directory, that match files and
  79. # directories to ignore when looking for source files.
  80. exclude_patterns = ['test', 'lbgfsb']
  81. # The reST default role (used for this markup: `text`) to use for all
  82. # documents.
  83. #default_role = None
  84. # If true, '()' will be appended to :func: etc. cross-reference text.
  85. add_function_parentheses = False
  86. # If true, the current module name will be prepended to all description
  87. # unit titles (such as .. function::).
  88. #add_module_names = True
  89. # If true, sectionauthor and moduleauthor directives will be shown in the
  90. # output. They are ignored by default.
  91. #show_authors = False
  92. # The name of the Pygments (syntax highlighting) style to use.
  93. pygments_style = 'sphinx'
  94. # A list of ignored prefixes for module index sorting.
  95. #modindex_common_prefix = []
  96. # -- Options for HTML output -------------------------------------------------
  97. # The theme to use for HTML and HTML Help pages. Major themes that come with
  98. # Sphinx are currently 'default' and 'sphinxdoc'.
  99. html_theme = 'sphinxdoc'
  100. # Theme options are theme-specific and customize the look and feel of a theme
  101. # further. For a list of options available for each theme, see the
  102. # documentation.
  103. # html_theme_options = {'oldversion': False, 'collapsiblesidebar': True,
  104. # 'google_analytics': True
  105. # }
  106. # Add any paths that contain custom themes here, relative to this directory.
  107. html_theme_path = ['themes']
  108. # The name for this set of Sphinx documents. If None, it defaults to
  109. # "<project> v<release> documentation".
  110. #html_title = None
  111. # A shorter title for the navigation bar. Default is the same as html_title.
  112. html_short_title = 'WMQL'
  113. # The name of an image file (relative to this directory) to place at the top
  114. # of the sidebar.
  115. #html_logo = 'logos/scikit-learn-logo-small.png'
  116. # The name of an image file (within the static path) to use as favicon of the
  117. # docs. This file should be a Windows icon file (.ico) being 16x16 or 32x32
  118. # pixels large.
  119. #html_favicon = 'logos/favicon.ico'
  120. # Add any paths that contain custom static files (such as style sheets) here,
  121. # relative to this directory. They are copied after the builtin static files,
  122. # so a file named "default.css" will overwrite the builtin "default.css".
  123. html_static_path = ['documents', 'images']
  124. # If not '', a 'Last updated on:' timestamp is inserted at every page bottom,
  125. # using the given strftime format.
  126. #html_last_updated_fmt = '%b %d, %Y'
  127. # If true, SmartyPants will be used to convert quotes and dashes to
  128. # typographically correct entities.
  129. #html_use_smartypants = True
  130. # Custom sidebar templates, maps document names to template names.
  131. #html_sidebars = {}
  132. # Additional templates that should be rendered to pages, maps page names to
  133. # template names.
  134. #html_additional_pages = {}
  135. # If false, no module index is generated.
  136. html_use_modindex = True
  137. # If false, no index is generated.
  138. html_use_index = True
  139. # If true, the index is split into individual pages for each letter.
  140. #html_split_index = False
  141. # If true, links to the reST sources are added to the pages.
  142. #html_show_sourcelink = True
  143. # If true, an OpenSearch description file will be output, and all pages will
  144. # contain a <link> tag referring to it. The value of this option must be the
  145. # base URL from which the finished HTML is served.
  146. #html_use_opensearch = ''
  147. # If nonempty, this is the file name suffix for HTML files (e.g. ".xhtml").
  148. #html_file_suffix = ''
  149. # Output file base name for HTML help builder.
  150. htmlhelp_basename = 'tract_querierdoc'
  151. # -- Options for LaTeX output ------------------------------------------------
  152. # The paper size ('letter' or 'a4').
  153. #latex_paper_size = 'letter'
  154. # The font size ('10pt', '11pt' or '12pt').
  155. #latex_font_size = '10pt'
  156. # Grouping the document tree into LaTeX files. List of tuples
  157. # (source start file, target name, title, author, documentclass
  158. # [howto/manual]).
  159. latex_documents = [('index', 'user_guide.tex', u'tract_querier user guide',
  160. u'tract_querier developers', 'manual'), ]
  161. # The name of an image file (relative to this directory) to place at the top of
  162. # the title page.
  163. # latex_logo = "logos/tract_querier-logo.png"
  164. # For "manual" documents, if this is true, then toplevel headings are parts,
  165. # not chapters.
  166. #latex_use_parts = False
  167. # Additional stuff for the LaTeX preamble.
  168. latex_preamble = r"""
  169. \usepackage{amsmath}\usepackage{amsfonts}\usepackage{bm}\usepackage{morefloats}
  170. \usepackage{enumitem} \setlistdepth{10} \renewcommand{\Re}{\ensuremath{\mathbb R}}
  171. """
  172. pngmath_latex_preamble = r"""
  173. \usepackage{amsmath}\usepackage{amsfonts}\usepackage{bm}\usepackage{morefloats}
  174. \usepackage{enumitem}
  175. \renewcommand{\Re}{\ensuremath{\mathbb R}}
  176. """
  177. # Documents to append as an appendix to all manuals.
  178. #latex_appendices = []
  179. # If false, no module index is generated.
  180. #latex_use_modindex = True
  181. trim_doctests_flags = True
  182. def setup(app):
  183. from pygments.lexers import PythonLexer
  184. from pygments.token import Name, Keyword
  185. class WMQLLexer(PythonLexer):
  186. EXTRA_KEYWORDS = (
  187. [pos + '_of' for pos in ['anterior', 'posterior', 'inferior', 'superior']] +
  188. ['endpoints_in']
  189. )
  190. def get_tokens_unprocessed(self, text):
  191. for index, token, value in PythonLexer.get_tokens_unprocessed(self, text):
  192. if token is Name and value in self.EXTRA_KEYWORDS:
  193. yield index, Keyword.Pseudo, value
  194. else:
  195. yield index, token, value
  196. app.add_lexer('wmql', WMQLLexer)

conf.py at commit 5c69c59, under BSD-3-Clause · at the source

Overview

Authors: Yujia Jin1,2, Yating Lv3, Xinye Wu3, Chengjia Liu4, Wanjun Guo5, Yihui Cui6,7,8,9, Yiyan Dong6,7,8,9, Lusha Tong1
ORCID iDs: Yiyan Dong
  1. Department of Neurology of Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310058 Zhejiang China
  2. General Practice, International Department of China-Japan Friendship Hospital, Bejing, 100029 China
  3. Center for Cognition and Brain Disorders, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, 310058 Zhejiang China
  4. Department of Radiology of Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310058 Zhejiang China
  5. Affiliated Mental Health Center & Hangzhou Seventh People’s Hospital, School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou, 310058 China
  6. Department of Psychiatry of Sir Run Run Shaw Hospital, School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou, 310058 Zhejiang China
  7. State Key Laboratory of Genetic Evolution & Animal Models, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, 650201 Yunnan China
  8. Yunnan Key Laboratory of Animal Models and Human Disease Mechanisms, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, 650201 Yunnan China
  9. Kunming College of Life Science, University of Chinese Academy of Sciences, Kunming, 650201 Yunnan China
Journal: BMC medicine, volume 24, issue 1, article 479
Dates: received 29 October 2025; accepted 17 June 2026; published online 24 June 2026
Type: Research article · Language: English
License: CC BY-NC-ND
Identifiers: DOI 10.1186/s12916-026-05014-4 · PMID 42343355 · PMCID PMC13560357 · OpenAlex W7165738573
Open access: gold, a free copy (OpenAlex)
Status: code verified
Categories: structural MRI / diffusion (modality), fMRI (modality), human (organism), mouse (organism), stroke (population), depression (population), pain (population), systems (subfield)
Methods: Spectral & time-frequency, Statistics, Smoothing, state filtering, decompositions, Preprocessing, Connectivity, fMRI & imaging, Physiology & signal measures
Keywords: Posterior thalamic nucleus, Pain-depression comorbidity, Thalamocortical circuitry, Hemispheric lateralization, Thalamic hemorrhage, Functional connectivity
MeSH: Depression*, Hemorrhagic Stroke*, Pain*, Stroke*, Thalamus*, Aged, Animals, Comorbidity, Diffusion Tensor Imaging, Disease Models, Animal, Female, Humans, Magnetic Resonance Imaging, Male, Mice, Mice, Inbred C57BL, Middle Aged (* major topic)
Topic: Advanced Neuroimaging Techniques and Applications (Radiology, Nuclear Medicine and Imaging, Medicine), according to OpenAlex
Funding: “Leading Goose” R&amp;D Program of Zhejiang (2024C03006); Scientific Research Fund of Zhejiang University (2025074); National Natural Science Foundation of China (32400830); Zhejiang Natural Science Foundation (LMS25H090003); Yunnan Fundamental Research Projects (202601CJ070009); Leading Innovation and Entrepreneurship Team of Zhejiang Province (2023R01005); Leading Innovation and Entrepreneurship Team of Hangzhou City (TD2024003)
Citations: not cited yet (Europe PMC); 104 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.

Repository

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

demianw/tract_querier

License: BSD-3-Clause
State: the link answers, verified on 27 September 2026
Evidence: files inventoried
Commit: 5c69c594d489859e08485110678dca7f6f4cba40, 24 July 2025
Languages: Python (37)
Size: 71 files, 37 scripts
Software Heritage: archived
Found in: the text, “Diffusion image processing”
Holds: README, license file, environment (pyproject.toml), tests, continuous integration, documentation
Not found: CITATION.cff
Tools: NumPy (15 files), NiBabel (4 files), SciPy (3 files), Nipype (2 files), ANTs (1 file), Matplotlib (1 file), scikit-learn (1 file)
Availability: 1 check, the latest on 27 September 2026: the link answers
  • 27 September 2026: the link answers
39 files

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:

  • 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 37 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/10.1186/s12916-026-05014-4.

Versions

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Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 8 authors, 6 keywords, 17 MeSH terms, 7 funders, 100 references.

Cite

This paper

Jin, Y., Lv, Y., Wu, X., Liu, C., Guo, W., Cui, Y., Dong, Y., & Tong, L. (2026). Targeting the posterior thalamic hub: hemispheric-specific encoding of pain-depression comorbidity after hemorrhagic stroke. BMC medicine, 24(1), 479. https://doi.org/10.1186/s12916-026-05014-4

BibTeX

@article{jin2026targeting,
author = {Jin, Yujia and Lv, Yating and Wu, Xinye and Liu, Chengjia and Guo, Wanjun and Cui, Yihui and Dong, Yiyan and Tong, Lusha},
title = {{Targeting the posterior thalamic hub: hemispheric-specific encoding of pain-depression comorbidity after hemorrhagic stroke}},
journal = {BMC medicine},
year = {2026},
month = jun,
volume = {24},
number = {1},
pages = {479},
publisher = {BioMed Central},
issn = {1741-7015},
doi = {10.1186/s12916-026-05014-4},
url = {https://doi.org/10.1186/s12916-026-05014-4},
pmid = {42343355},
pmcid = {PMC13560357}
}

RIS

TY - JOUR
AU - Jin, Yujia
AU - Lv, Yating
AU - Wu, Xinye
AU - Liu, Chengjia
AU - Guo, Wanjun
AU - Cui, Yihui
AU - Dong, Yiyan
AU - Tong, Lusha
TI - Targeting the posterior thalamic hub: hemispheric-specific encoding of pain-depression comorbidity after hemorrhagic stroke
T2 - BMC medicine
J2 - BMC Med
PY - 2026
DA - 2026/06/24
VL - 24
IS - 1
SP - 479
SN - 1741-7015
PB - BioMed Central
DO - 10.1186/s12916-026-05014-4
UR - https://doi.org/10.1186/s12916-026-05014-4
LA - en
ER -

CSL-JSON

{
"id": "10.1186/s12916-026-05014-4",
"type": "article-journal",
"title": "Targeting the posterior thalamic hub: hemispheric-specific encoding of pain-depression comorbidity after hemorrhagic stroke",
"container-title": "BMC medicine",
"author": [
{
"family": "Jin",
"given": "Yujia"
},
{
"family": "Lv",
"given": "Yating"
},
{
"family": "Wu",
"given": "Xinye"
},
{
"family": "Liu",
"given": "Chengjia"
},
{
"family": "Guo",
"given": "Wanjun"
},
{
"family": "Cui",
"given": "Yihui"
},
{
"family": "Dong",
"given": "Yiyan"
},
{
"family": "Tong",
"given": "Lusha"
}
],
"container-title-short": "BMC Med",
"volume": "24",
"issue": "1",
"page": "479",
"DOI": "10.1186/s12916-026-05014-4",
"PMID": "42343355",
"PMCID": "PMC13560357",
"ISSN": "1741-7015",
"publisher": "BioMed Central",
"URL": "https://doi.org/10.1186/s12916-026-05014-4",
"language": "en",
"issued": {
"date-parts": [
[
2026,
6,
24
]
]
}
}

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