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        <title>Tonotopic Organization of Vertical Cells in the Dorsal Cochlear Nucleus of the CBA/J Mouse</title>
        <author>Muniak</author>
        <author>Ryugo</author>
      </titleStmt>
      <publicationStmt>
        <p>Tag layer of the DHSS Meta-Tagging Project. The article text is reproduced from the
           staged copy named in sourceDesc and is not altered; the tags are held separately in
           standOff so that overlapping and nested spans are preserved.</p>
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      <sourceDesc>
        <bibl>
          <title>Tonotopic Organization of Vertical Cells in the Dorsal Cochlear Nucleus of the CBA/J Mouse</title>
          <date>2014</date>
          <publisher>The Journal of comparative neurology</publisher>
          <idno type="DOI">10.1002/cne.23454</idno>
          
          <idno type="record">Muniak2014-tonotopic-organization-of-vertical-cells-in</idno>
          <note type="staged-file">Muniak2014-tonotopic-organization-of-vertical-cells-in.txt, the project's staged copy</note>
          <note type="text-sha1">e568c67bfed195d463ef126fe08da62dbe4fbd9f</note>
          <note type="rights">not-redistributable</note>
        </bibl>
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      <textClass><keywords><term>neuroscience</term></keywords></textClass>
      <particDesc>
        <person xml:id="paper"><p>the paper's own words</p></person>
        <person xml:id="tagger"><p>the tag layer; a sentence written by the tagger about the
          paper, always anchored to a quotation but not itself a quotation</p></person>
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      <change when="2026-10-06"
              who="build_paper_edition.py">0 spans located by searching the stored text for the quote's exact words, allowing any whitespace between them</change>
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    <spanGrp type="tags">
      <span xml:id="t0" type="object_of_study" ana="#object_of_study" resp="#paper">
        <label>the spatial arrangement of vertical cells in the dorsal cochlear nucleus with respect to frequency</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t1" type="research_question" ana="#research_question" resp="#paper">
        <label>whether vertical cells and their projections are tonotopically organised in the intact mammalian brain, which had been inferred but never directly shown</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t2" type="contribution" ana="#contribution" resp="#paper">
        <label>converts an inference drawn from indirect evidence into a direct quantitative demonstration in 3D, and shows the arrangement is aligned to auditory nerve innervation</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t3" type="claim_type" ana="#claim_type" resp="#paper">
        <label>existence</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t4" type="phenomenon" ana="#phenomenon" resp="#paper">
        <label>tonotopic organisation of dorsal cochlear nucleus vertical cells</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t5" type="method" ana="#method" resp="#paper">
        <label>electrophysiology</label>
        <term>electrophysiology</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t6" type="mechanisms" ana="#mechanisms[0]" resp="#tagger">
        <label>mechanisms</label>
        <term>Auditory-nerve input pattern sets each cochlear nucleus neuron&#x27;s best frequency, so the cochleotopic auditory-nerve projection imposes tonotopy on vertical cells</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t7" type="mechanisms" ana="#mechanisms[1]" resp="#tagger">
        <label>mechanisms</label>
        <term>Vertical cell axons ramify locally inside an isofrequency slab, which is what makes their inhibition of pyramidal (type IV) cells fall at or near best frequency</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t8" type="mechanisms" ana="#mechanisms[2]" resp="#tagger">
        <label>mechanisms</label>
        <term>Frequency-specific inhibitory demand in the cochlear nucleus, set by the gains and spectral notches of the mouse ear transfer function, shapes how many vertical cells are found at each frequency</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t9" type="mechanisms" ana="#mechanisms[3]" resp="#tagger" cert="0.95">
        <label>retrograde labelling from a physiologically characterised AVCN site gives every labelled DCN cell an inherited BF, since the injection site&#x27;s BF is measured and the cell&#x27;s is not</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t10" type="mechanisms" ana="#mechanisms[4]" resp="#tagger" cert="1.0">
        <label>normalising every case into one 3D template lets cells from separate animals be merged into a single dataset</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t11" type="mechanisms" ana="#mechanisms[5]" resp="#tagger" cert="1.0">
        <label>dendrites and local axons stay within an isofrequency sheet defined by the incoming auditory nerve fibres, so inhibition lands on matched frequencies</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t12" type="mechanisms" ana="#mechanisms[6]" resp="#tagger" cert="0.9">
        <label>a disynaptic tuberculoventral pathway whose delay is set by conduction velocity plus one synapse, proposed for echo suppression</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t13" type="mechanisms" ana="#mechanisms[7]" resp="#tagger" cert="0.95">
        <label>near-BF inhibition of type IV units follows from vertical cell axons ramifying inside a single isofrequency slab</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t14" type="mechanisms" ana="#mechanisms[8]" resp="#tagger" cert="0.8">
        <label>glycinergic inhibition sharpens spike timing in bushy and T-stellate cells on different timescales</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t15" type="mechanisms" ana="#mechanisms[9]" resp="#tagger" cert="1.0">
        <label>BF confirmed by an automated 4-octave sweep at 20 dB above threshold, sampled every 1/25 octave</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t16" type="limitations" ana="#limitations[0]" resp="#tagger">
        <label>Retrograde filling was incomplete, so cells could only be characterised from the soma and primary dendrites rather than the full dendritic arbor.</label>
        <note>what this limits: every morphological characterisation: OUR RETROGRADE FILLS WERE INSUFFICIENT TO REVEAL THE FULL DENDRITIC ARBORIZATION OF EACH NEURON, SO MORPHOLOGICAL CHARACTERIZATIONS HAD TO BE BASED PRIMARILY UPON THE SOMA AND PRIMARY PROCESSES</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t17" type="limitations" ana="#limitations[1]" resp="#tagger">
        <label>Injection size, a possible confound for the cell counts, could not be measured reliably.</label>
        <note>what this limits: any comparison of cell counts across injections: QUANTIFYING THE SIZE OF AN INJECTION SITE IS NOTORIOUSLY DIFFICULT DUE TO THE AMBIGUITY IN DETERMINING THE EDGE OF THE EFFECTIVE UPTAKE REGION</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t18" type="limitations" ana="#limitations[2]" resp="#tagger">
        <label>The functional role of vertical cells is not settled by these anatomical results and needs further data.</label>
        <note>what this limits: any functional claim about vertical cells: MORE DATA ARE NEEDED TO BETTER UNDERSTAND THE FUNCTION OF THESE NEURONS</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t19" type="limitations" ana="#limitations[3]" resp="#tagger" cert="1.0">
        <label>the size of an injection site cannot be quantified because the edge of the effective uptake region is ambiguous</label>
        <note>what this limits: the same scope as limitations[1] - injection size is not reliably quantifiable</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t20" type="limitations" ana="#limitations[4]" resp="#tagger" cert="1.0">
        <label>apparent injection size is further distorted by photobleaching and exposure time</label>
        <note>what this limits: the apparent injection size specifically: THE APPARENT SIZE OF A FLUORESCENT INJECTION SITE IS SUBJECT TO THE EFFECTS OF PHOTOBLEACHING AND EXPOSURE TIME WHEN COLLECTING IMAGES</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t21" type="limitations" ana="#limitations[5]" resp="#tagger" cert="1.0">
        <label>retrograde fills were incomplete, so morphology had to be judged from soma and primary processes alone</label>
        <note>duplicate of: limitations[0] · what this limits: the same scope as limitations[0] - soma and primary processes only</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t22" type="limitations" ana="#limitations[6]" resp="#tagger" cert="1.0">
        <label>some cells labelled at the wrong end of the frequency axis are attributed to axons of passage, an artifact of the tracer method</label>
        <note>what this limits: the low-frequency cells found after high-BF injections: THIS RESULT IS LIKELY DUE TO THE LABELING OF AXONS OF PASSAGE</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t23" type="limitations" ana="#limitations[7]" resp="#tagger" cert="1.0">
        <label>the excess of low-BF cells is left explicitly unexplained rather than resolved</label>
        <note>what this limits: the low-BF labelling asymmetry, quantified and left open: LOW BF INJECTIONS TENDED TO LABEL MORE VERTICAL CELLS THAN HIGH BF INJECTIONS (R2 = 0.32, P &lt; 0.003), THOUGH THE REASON FOR THIS TONOTOPIC FEATURE IS UNCLEAR</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t24" type="limitations" ana="#limitations[8]" resp="#tagger" cert="1.0">
        <label>the function of these neurons is still open; the anatomy does not settle it</label>
        <note>duplicate of: limitations[2] · what this limits: the same scope as limitations[2] - the anatomy does not settle the function</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t25" type="limitations" ana="#limitations[9]" resp="#tagger" cert="0.85">
        <label>21 mice, 19 of them female, with no analysis by sex</label>
        <note>what this limits: any sex-general reading of the results: TWENTY-ONE ADULT CBA/J MICE (2 MALE, 19 FEMALE), with no analysis by sex</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t26" type="limitations" ana="#limitations[10]" resp="#tagger" cert="0.8">
        <label>image levels and colour were adjusted per case, defended on the ground that the analysis used position and not luminance</label>
        <note>what this limits: the image-based measurements: LEVEL ADJUSTMENTS AND COLOR ENHANCEMENTS WERE APPLIED TO BRING OUT WEAK SIGNALS, defended because OUR ANALYSIS FOCUSED ON THE LOCATION OF LABELED PIXELS rather than their intensity</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t27" type="transfers" ana="#transfers[0]" resp="#tagger" cert="1.0">
        <label>a frequency model built from AN innervation by cochlear origin, imported as an external criterion against which cell positions are predicted</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t28" type="transfers" ana="#transfers[1]" resp="#tagger" cert="0.9">
        <label>the pinna transfer function and the frequency range of spectral notches, used to explain an anatomical cell-count gradient</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t29" type="controls" ana="#controls[0]" resp="#tagger" cert="0.85">
        <label>the tonotopic finding corroborated by independently constructing a three-dimensional surface of the deep layer</label>
        <note>eliminates: a pattern that exists only in the projection or sectioning used to find it - the 3D reconstruction is built from the same tissue by a different route · outcome (stated by the tagger, no quotation): held</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t30" type="concepts" ana="#concepts[4]" resp="#paper" cert="0.85">
        <label>type II electrophysiological response</label>
        <term>type II electrophysiological response</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t31" type="senses" ana="#senses[0]" resp="#tagger" cert="1.0">
        <label>tonotopic and cochleotopic are used here as TWO DIFFERENT organisations that are compared - the arrangement of cell BFs versus the arrangement of auditory nerve input by cochlear origin; their alignment is the paper&#x27;s result, so the terms cannot be synonyms in this paper</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t32" type="senses" ana="#senses[1]" resp="#tagger" cert="1.0">
        <label>BF, for a vertical cell, is not measured at that cell; it is inherited from the physiologically characterised AVCN injection site that labelled it</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t33" type="senses" ana="#senses[2]" resp="#tagger" cert="0.95">
        <label>type II names a response category, used throughout as a proxy for a cell class on the strength of a presumed identification</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t34" type="senses" ana="#senses[3]" resp="#tagger" cert="1.0">
        <label>vertical names the dendritic orientation, not the cell&#x27;s position - the arbors follow the perpendicular axis through the layered DCN</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t35" type="senses" ana="#senses[4]" resp="#tagger" cert="0.95">
        <label>isofrequency sheet or slab - a plane of cells sharing a frequency, the unit in which this circuit is organised</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t36" type="alternatives" ana="#alternatives.method" resp="#tagger">
        <label>method: physiologically targeted retrograde tracer injections in AVCN, cells reconstructed and normalised into a shared 3D template of the cochlear nucleus, then assessed by PCA, multiple regression and comparison to an independent frequency model</label>
        <note>a second reading DIFFERING from the recorded value. Recorded: electrophysiology — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t37" type="alternatives" ana="#alternatives.phenomenon" resp="#tagger">
        <label>phenomenon: tonotopy in a brainstem interneuron population</label>
        <note>a second reading DIFFERING from the recorded value. Recorded: tonotopic organisation of dorsal cochlear nucleus vertical cells — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t38" type="claim_relations" ana="#claim_relations[0]" resp="#tagger">
        <label>builds-on → Muniak et al., 2013 (normalised 3D template and quantitative frequency model of the mouse cochlear nucleus)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t39" type="claim_relations" ana="#claim_relations[1]" resp="#tagger">
        <label>replicates → Lorente de Nó (1981) and subsequent morphological descriptions of vertical cells (Webster and Trune, 1982; Saint Marie et al., 1991; Zhang and Oertel, 1993; Rhode, 1999)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t40" type="claim_relations" ana="#claim_relations[2]" resp="#tagger" cert="1.0">
        <label>converts-to-direct-evidence → the standing inference from physiology and slice anatomy that vertical cells are tonotopically organised</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t41" type="claim_relations" ana="#claim_relations[3]" resp="#tagger" cert="1.0">
        <label>supports → Wickesberg and Oertel: on-BF inhibition of bushy and stellate cells in AVCN</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t42" type="claim_relations" ana="#claim_relations[4]" resp="#tagger" cert="1.0">
        <label>supports → Muniak et al. 2013: the AN-derived frequency model of the cochlear nucleus</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t43" type="claim_relations" ana="#claim_relations[5]" resp="#tagger" cert="0.9">
        <label>qualifies → reports restricting vertical cells to the lower half of the deep layer</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t44" type="claim_relations" ana="#claim_relations[6]" resp="#tagger" cert="1.0">
        <label>supports → Spirou et al.: cells sharing a frequency in the DCN are organised into slabs</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t45" type="claim_relations" ana="#claim_relations[7]" resp="#tagger" cert="0.9">
        <label>extends → Lorente de No&#x27;s morphological account of vertical cells</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t46" type="concept_edges" ana="#concept_edges[0]" resp="#tagger" cert="1.0">
        <label>vertical cells —same-as→ tuberculoventral cells</label>
        <term>vertical cells</term>
        <term>tuberculoventral cells</term>
        <note>strength of the relation: 1 · note: alternate names in one clause, unhedged</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t47" type="concept_edges" ana="#concept_edges[1]" resp="#tagger" cert="1.0">
        <label>vertical cells —part-of→ DCN</label>
        <term>vertical cells</term>
        <term>DCN</term>
        <note>strength of the relation: 1</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t48" type="concept_edges" ana="#concept_edges[2]" resp="#tagger" cert="1.0">
        <label>vertical cells —causes→ type II electrophysiological response</label>
        <term>vertical cells</term>
        <term>type II electrophysiological response</term>
        <note>strength of the relation: 0.8 · note: presumed source of - an identification the field treats as settled but the paper hedges; causes rather than same-as because a cell is not a response
Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but vertical cells are the &#x27;PRESUMED source&#x27; of the type II response; causes is hedged.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t49" type="concept_edges" ana="#concept_edges[3]" resp="#tagger" cert="1.0">
        <label>type II electrophysiological response —causes→ type IV response</label>
        <term>type II electrophysiological response</term>
        <term>type IV response</term>
        <note>strength of the relation: 0.75 · note: partially shaping; the weight carries the partially</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t50" type="concept_edges" ana="#concept_edges[4]" resp="#tagger" cert="1.0">
        <label>BF —operationalised-as→ automated tuning curve protocol</label>
        <term>BF</term>
        <term>automated tuning curve protocol</term>
        <note>strength of the relation: 1</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t51" type="concept_edges" ana="#concept_edges[5]" resp="#tagger" cert="1.0">
        <label>tonotopic organization —operationalised-as→ principal component analysis</label>
        <term>tonotopic organization</term>
        <term>principal component analysis</term>
        <note>strength of the relation: 0.9 · note: one of four independent operationalisations of the same claim in this paper</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t52" type="concept_edges" ana="#concept_edges[6]" resp="#tagger" cert="1.0">
        <label>tonotopic organization —operationalised-as→ multiple regression analysis</label>
        <term>tonotopic organization</term>
        <term>multiple regression analysis</term>
        <note>strength of the relation: 0.9</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t53" type="content_tags" ana="#content_tags.statistics[0]" resp="#tagger">
        <label>principal component analysis</label>
        <term>principal component analysis</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t54" type="content_tags" ana="#content_tags.statistics[1]" resp="#tagger">
        <label>multiple regression</label>
        <term>multiple regression</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t55" type="content_tags" ana="#content_tags.statistics[2]" resp="#tagger">
        <label>coefficient of determination</label>
        <term>coefficient of determination</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t56" type="content_tags" ana="#content_tags.statistics[3]" resp="#tagger">
        <label>correlation</label>
        <term>correlation</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t57" type="content_tags" ana="#content_tags.statistics[4]" resp="#tagger">
        <label>p-value</label>
        <term>p-value</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t58" type="content_tags" ana="#content_tags.statistics[5]" resp="#tagger">
        <label>standard deviation</label>
        <term>standard deviation</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t59" type="content_tags" ana="#content_tags.statistics[6]" resp="#tagger" cert="1.0">
        <label>principal component analysis</label>
        <term>principal component analysis</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t60" type="content_tags" ana="#content_tags.statistics[7]" resp="#tagger" cert="1.0">
        <label>multiple regression analysis</label>
        <term>multiple regression analysis</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t61" type="content_tags" ana="#content_tags.statistics[8]" resp="#tagger" cert="1.0">
        <label>difference error in octaves</label>
        <term>difference error in octaves</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t62" type="content_tags" ana="#content_tags.statistics[9]" resp="#tagger" cert="1.0">
        <label>SD of BF prediction errors</label>
        <term>SD of BF prediction errors</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t63" type="content_tags" ana="#content_tags.findings[0]" resp="#tagger">
        <label>Vertical cells labelled from low-best-frequency AVCN injections lie in the anteroventral DCN and those labelled from high-best-frequency injections lie in the posterodorsal DCN, so vertical cells are tonotopically arranged.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t64" type="content_tags" ana="#content_tags.findings[1]" resp="#tagger">
        <label>A single spatial axis captures three quarters of the positional variance, so the frequency arrangement of vertical cells is essentially one-dimensional.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t65" type="content_tags" ana="#content_tags.findings[2]" resp="#tagger">
        <label>A linear equation predicting log best frequency from the three normalised spatial coordinates fitted the data closely.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t66" type="content_tags" ana="#content_tags.findings[3]" resp="#tagger">
        <label>Best frequencies predicted for each vertical cell from auditory-nerve innervation suggest vertical cell tonotopy is closely matched to the peripheral input map.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t67" type="content_tags" ana="#content_tags.findings[4]" resp="#tagger">
        <label>Only 11.8% of labelled vertical cells lay outside the reconstructed deep-layer boundary.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t68" type="content_tags" ana="#content_tags.findings[5]" resp="#tagger">
        <label>Injections at low best frequencies labelled more vertical cells than high-frequency injections, an unexplained asymmetry in cell numbers across the frequency axis.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t69" type="content_tags" ana="#content_tags.findings[6]" resp="#tagger">
        <label>The number of labelled vertical cells was not explained by injection size, because the extent of cochlear labelling correlated poorly with cell counts.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t70" type="content_tags" ana="#content_tags.findings[7]" resp="#tagger">
        <label>Pairs of vertical cells further apart in space tended to differ more in best frequency, though the relationship was moderate.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t71" type="content_tags" ana="#content_tags.findings[8]" resp="#tagger" cert="1.0">
        <label>vertical cell position varies with frequency along an anteroventral to posterodorsal axis</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t72" type="content_tags" ana="#content_tags.findings[9]" resp="#tagger" cert="1.0">
        <label>the first principal component accounts for 75% of the variance, so the arrangement is essentially one-dimensional</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t73" type="content_tags" ana="#content_tags.findings[10]" resp="#tagger" cert="1.0">
        <label>BF is predicted from 3D position with R2 = 0.87</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t74" type="content_tags" ana="#content_tags.findings[11]" resp="#tagger" cert="1.0">
        <label>an independent AN-derived frequency model predicts each cell&#x27;s BF with R2 = 0.88 and near-zero mean error</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t75" type="content_tags" ana="#content_tags.findings[12]" resp="#tagger" cert="1.0">
        <label>several quantitative approaches converge on the same conclusion</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t76" type="content_tags" ana="#content_tags.findings[13]" resp="#tagger" cert="1.0">
        <label>88.2% of labelled cells fall inside the independently reconstructed deep-layer surface</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t77" type="content_tags" ana="#content_tags.findings[14]" resp="#tagger" cert="1.0">
        <label>cell counts fall as BF rises, and the paper cannot explain it</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t78" type="content_tags" ana="#content_tags.findings[15]" resp="#tagger" cert="1.0">
        <label>cases with more labelled cells show no wider spread of BF prediction error</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t79" type="content_tags" ana="#content_tags.findings[16]" resp="#tagger" cert="1.0">
        <label>cells further apart in space differ more in BF, but only moderately</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t80" type="content_tags" ana="#content_tags.definitions[1]" resp="#tagger">
        <label>type II electrophysiological response</label>
        <term>type II electrophysiological response</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t81" type="content_tags" ana="#content_tags.definitions[2]" resp="#tagger">
        <label>spatial envelope</label>
        <term>spatial envelope</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t82" type="content_tags" ana="#content_tags.definitions[3]" resp="#tagger" cert="1.0">
        <label>vertical cells</label>
        <term>vertical cells</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t83" type="content_tags" ana="#content_tags.definitions[4]" resp="#tagger" cert="1.0">
        <label>type II electrophysiological response</label>
        <term>type II electrophysiological response</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t84" type="content_tags" ana="#content_tags.variables[0]" resp="#tagger">
        <label>frequency region</label>
        <term>frequency region</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t85" type="content_tags" ana="#content_tags.variables[4]" resp="#tagger">
        <label>body temperature</label>
        <term>body temperature</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t86" type="content_tags" ana="#content_tags.variables[5]" resp="#tagger" cert="1.0">
        <label>BF</label>
        <term>BF</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t87" type="content_tags" ana="#content_tags.variables[8]" resp="#tagger" cert="1.0">
        <label>Euclidian distance</label>
        <term>Euclidian distance</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t88" type="content_tags" ana="#content_tags.variables[9]" resp="#tagger" cert="1.0">
        <label>medial-lateral coordinate</label>
        <term>medial-lateral coordinate</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t89" type="content_tags" ana="#content_tags.variables[10]" resp="#tagger" cert="1.0">
        <label>dorsal-ventral coordinate</label>
        <term>dorsal-ventral coordinate</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t90" type="content_tags" ana="#content_tags.variables[11]" resp="#tagger" cert="1.0">
        <label>anterior-posterior coordinate</label>
        <term>anterior-posterior coordinate</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t91" type="content_tags" ana="#content_tags.quantities[0]" resp="#tagger">
        <label>75% — share of the variance in normalised vertical cell position captured by the first principal component</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t92" type="content_tags" ana="#content_tags.quantities[1]" resp="#tagger">
        <label>R 2 = 0.87 — fit between best frequency and spatial position in the multiple regression model</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t93" type="content_tags" ana="#content_tags.quantities[2]" resp="#tagger">
        <label>R 2 = 0.88 — agreement between measured best frequencies and those predicted by the independent auditory-nerve frequency model</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t94" type="content_tags" ana="#content_tags.quantities[3]" resp="#tagger">
        <label>11.8% — proportion of labelled vertical cells lying outside the reconstructed deep-layer boundary</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t95" type="content_tags" ana="#content_tags.quantities[4]" resp="#tagger">
        <label>1259 — total number of labelled vertical cells normalised into the 3D DCN model</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t96" type="content_tags" ana="#content_tags.quantities[5]" resp="#tagger">
        <label>48.4 ± 33.1 cells — mean number of vertical cells labelled per injection</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t97" type="content_tags" ana="#content_tags.quantities[6]" resp="#tagger">
        <label>6.2 to 56 kHz — range of best frequencies of the AVCN recording/injection sites</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t98" type="content_tags" ana="#content_tags.quantities[7]" resp="#tagger">
        <label>0.00 ± 0.30 oct. — mean error in octaves between regression-predicted and measured best frequency</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t99" type="content_tags" ana="#content_tags.quantities[8]" resp="#tagger">
        <label>Twenty-one — number of adult CBA/J mice used</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t100" type="content_tags" ana="#content_tags.quantities[9]" resp="#tagger" cert="1.0">
        <label>21 adult CBA/J mice, 2 male and 19 female — the sample</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t101" type="content_tags" ana="#content_tags.quantities[10]" resp="#tagger" cert="1.0">
        <label>26 recording sites, BFs 6.2 to 56 kHz, thresholds 8.6 to 37.6 dB SPL — the physiologically characterised injection sites</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t102" type="content_tags" ana="#content_tags.quantities[11]" resp="#tagger" cert="1.0">
        <label>11 to 128 labelled cells per injection, mean 48.4 plus or minus 33.1 — yield per case</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t103" type="content_tags" ana="#content_tags.quantities[12]" resp="#tagger" cert="1.0">
        <label>1259 cells — the merged dataset</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t104" type="content_tags" ana="#content_tags.quantities[13]" resp="#tagger" cert="1.0">
        <label>75% of variance on the first principal component — how one-dimensional the arrangement is</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t105" type="content_tags" ana="#content_tags.quantities[14]" resp="#tagger" cert="1.0">
        <label>R2 = 0.87, P &lt; 0.0001 — BF against 3D position by multiple regression</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t106" type="content_tags" ana="#content_tags.quantities[15]" resp="#tagger" cert="1.0">
        <label>R2 = 0.88, errors -0.82 to 1.29 oct, mean 0.09 plus or minus 0.28 — accuracy of the independent frequency model&#x27;s predictions</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t107" type="content_tags" ana="#content_tags.quantities[16]" resp="#tagger" cert="1.0">
        <label>11.8%, 148 of 1259, of which 98% lie within 40 microns of the surface — cells outside the independently drawn deep-layer boundary</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t108" type="content_tags" ana="#content_tags.quantities[17]" resp="#tagger" cert="1.0">
        <label>R2 = 0.32, P &lt; 0.003 — the unexplained relation between injection BF and cell count</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t109" type="content_tags" ana="#content_tags.quantities[18]" resp="#tagger" cert="1.0">
        <label>R = 0.34, P = 0.092 — cochlear labelling spread against cell counts, offered as evidence that injection size did not drive the counts</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t110" type="content_tags" ana="#content_tags.quantities[19]" resp="#tagger" cert="1.0">
        <label>R2 = 0.0002, P = 0.95 — SD of BF prediction error against cell count - the null that matters here</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t111" type="content_tags" ana="#content_tags.quantities[20]" resp="#tagger" cert="0.95">
        <label>748,356 pairs — cross-injection cell pairs compared for BF against distance</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
    </spanGrp>
  </standOff>
  <text>
    <body>
      <p><note type="rights">The full text of this article is not redistributable, so it is
      not included here. The evidence sentences are withheld with it; the tag layer and its
      grounding status remain. The article itself is at https://doi.org/10.1002/cne.23454.</note></p>
    </body>
  </text>
</TEI>
