<?xml version='1.0' encoding='UTF-8'?>
<metadata xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
  <idinfo>
    <citation>
      <citeinfo>
        <origin>Kyle G. George</origin>
        <origin>Anne E. Ballmann</origin>
        <pubdate>20240404</pubdate>
        <title>Pd Surveillance Sample Storage-Extraction Experiment Data Release</title>
        <geoform>spreadsheet</geoform>
        <onlink>https://doi.org/10.5066/P13RB3ZK</onlink>
      </citeinfo>
    </citation>
    <descript>
      <abstract>Storage-Extraction_Experiment.csv: These data include the qPCR results (Ct values and copy numbers) of DNA extracted from swab samples inoculated with Pd conidia (1,000, 10,000, or 100,000 conidia), stored at various temperatures (ambient temperature, 4°C, or -20°C), with or without RNAlater® preservative, for various durations (3 days, 1 month, or 3 months), and extracted with either a Blood and Tissue Kit-based or PrepMan-based protocol. This data set was used to evaluate the effect of both storage condition and DNA extraction method on Pd DNA recovery from swab samples.

LOD_Experiment.csv: These data include qPCR results (Ct values and copy numbers) of DNA extracted from swab samples using either a Blood and Tissue Kit-based or a PrepMan-based protocol following inoculation with a 1:2 dilution series of Pd conidia (4 to 256 conidia). An additional inoculation treatment of 10,000 conidia was also included with this data set. This data set was used to establish and compare the lower limit of detection (in terms of conidia concentration) for the two DNA extraction protocols.</abstract>
      <purpose>The data were collected to identify the optimal methods for sample handling and processing to support early detection of Pd invasion for national surveillance efforts.</purpose>
    </descript>
    <timeperd>
      <timeinfo>
        <mdattim>
          <sngdate>
            <caldate>20211216</caldate>
          </sngdate>
          <sngdate>
            <caldate>20211217</caldate>
          </sngdate>
          <sngdate>
            <caldate>20220208</caldate>
          </sngdate>
          <sngdate>
            <caldate>20220209</caldate>
          </sngdate>
          <sngdate>
            <caldate>20220519</caldate>
          </sngdate>
          <sngdate>
            <caldate>20220520</caldate>
          </sngdate>
          <sngdate>
            <caldate>20221116</caldate>
          </sngdate>
          <sngdate>
            <caldate>20221117</caldate>
          </sngdate>
        </mdattim>
      </timeinfo>
      <current>observed</current>
    </timeperd>
    <status>
      <progress>Complete</progress>
      <update>None planned</update>
    </status>
    <spdom>
      <descgeog>USGS National Wildlife Health Center, Madison, WI, USA</descgeog>
      <bounding>
        <westbc>-89.4859</westbc>
        <eastbc>-89.4832</eastbc>
        <northbc>43.0463</northbc>
        <southbc>43.0501</southbc>
      </bounding>
    </spdom>
    <keywords>
      <theme>
        <themekt>ISO 19115 Topic Category</themekt>
        <themekey>biota</themekey>
      </theme>
      <theme>
        <themekt>None</themekt>
        <themekey>DNA preservation</themekey>
        <themekey>RNAlater®</themekey>
        <themekey>PrepMan™</themekey>
        <themekey>Ultra Sample Preparation Reagent</themekey>
        <themekey>DNeasy Blood and Tissue Kit</themekey>
        <themekey>temperature</themekey>
      </theme>
      <theme>
        <themekt>USGS Thesaurus</themekt>
        <themekey>white-nose syndrome</themekey>
      </theme>
      <theme>
        <themekt>USGS Metadata Identifier</themekt>
        <themekey>USGS:660ede9fd34ededd8cd825ad</themekey>
      </theme>
      <place>
        <placekt>None</placekt>
        <placekey>USGS National Wildlife Health Center, Madison, WI, USA</placekey>
      </place>
    </keywords>
    <accconst>None.  Please see 'Distribution Info' for details.</accconst>
    <useconst>None.  Users are advised to read the dataset's metadata thoroughly to understand appropriate use and data limitations.</useconst>
    <ptcontac>
      <cntinfo>
        <cntperp>
          <cntper>Kyle G George</cntper>
          <cntorg>U.S. Geological Survey</cntorg>
        </cntperp>
        <cntaddr>
          <addrtype>mailing address</addrtype>
          <address>6006 Schroeder Road</address>
          <city>Madison</city>
          <state>WI</state>
          <postal>53711</postal>
          <country>US</country>
        </cntaddr>
        <cntvoice>608-270-2463</cntvoice>
        <cntfax>608-270-2415</cntfax>
        <cntemail>kgeorge@usgs.gov</cntemail>
      </cntinfo>
    </ptcontac>
    <datacred>We wish to thank Tyler McLaughlin and Amy Haeseler for their assistance in sample processing, and Katherine Richgels for project study design consultation. Funding for this work was provided by a US Fish and Wildlife Service Interagency Agreement (#4500125334) and the USGS Ecosystems Mission Area.</datacred>
  </idinfo>
  <dataqual>
    <attracc>
      <attraccr>7500 Fast Real-Time PCR System received twice-annual calibration services. A standard curve was included on each reaction plate to ensure appropriate performance (R2 &gt; 0.95; Efficiency = 90–110%). Standard curve equations reevaluated in R statistical software to confirm match to instrument output. R statistical software used to convert Cq values to copy numbers (based on standard curve equations) to verify calculations from instrument outputs. Potential outliers evaluated by creating box plots in R.</attraccr>
    </attracc>
    <logic>Yes.</logic>
    <complete>Treatment groups with too few data points for statistical analyses were excluded from data set, but no data points were excluded from any of the treatment groups included in analyses.</complete>
    <lineage>
      <procstep>
        <procdesc>George KG, Bohuski EA, Lorch JM, Ballmann AE. In review. Detection Sensitivity for Pseudogymnoascus destructans Differs with DNA Extraction Method and Sample Type: Bat Skin Swabs, Guano, and Environmental Swabs. Molecular Ecology Resources

Verant ML, Bohuski EA, Lorch JM, Blehert DS. 2016. Optimized methods for total nucleic acid extraction and quantification of the bat white-nose syndrome fungus, Pseudogymnoascus destructans, from swab and environmental samples. Journal of Veterinary Diagnostic Investigation, 28(2): 110–118.
Huebschman JJ, Hoerner SA, White JP, Kaarakka HM, Parise KL, Foster JT. 2019. Detection of Pseudogymnoascus destructans on Wisconsin bats during summer. Journal of Wildlife Diseases, 55(3): 673–677. 
Shuey MM, Drees KP, Lindner DL, Keim P, Foster JT. 2014. Highly sensitive quantitative PCR for the detection and differentiation of Pseudogymnoascus destructans and other Pseudogymnoascus species. Applied and Environmental Microbiology, 80(5): 1726–1731.

Forootan A, Sjöback R, Björkman J, Sjögreen B, Linz L, Kubista M. 2017. Methods to determine limit of detection and limit of quantification in quantitative real-time PCR (qPCR). Biomolecular Detection and Quantification, 12: 1–6.

Klymus KE, Merkes CM, Allison MJ.(2020). Reporting the limits of detection and quantification for environmental DNA assays. Environmental DNA, 2(3): 271–282.</procdesc>
        <procdate>20211216</procdate>
      </procstep>
      <procstep>
        <procdesc>Storage-Extraction_Experiment.csv: Recovery of Pd DNA was measured via qPCR following DNA extraction of sterile swabs that had been inoculated with either 1,000, 10,000, or 100,000 Pd conidia. For a subset of samples, 0.5 mL of RNAlater® (Sigma-Aldrich) was added. Samples were stored at either ambient temperature, 4°C, or -20°C in a frost-free freezer for either 3 days, 1 month, or 3 months prior to DNA extraction. A different harvest of Pd conidia was used to inoculate swabs for the 3-day storage duration than either 1 month or 3 months. Extraction methods were based on either PrepMan™ Ultra Sample Preparation Reagent (Applied Biosystems; PrepMan) or a DNeasy 96 Blood and Tissue Kit (Qiagen; B&amp;T Kit).</procdesc>
        <procdate>20211216</procdate>
      </procstep>
      <procstep>
        <procdesc>LOD_Experiment.csv: To evaluate detection sensitivity based extraction protocols at low concentrations of Pd DNA, swab samples were inoculated with a 1:2 dilution series ranging from 4 to 256 Pd conidia. Additional replicates were inoculated with 10,000 conidia. Samples were extracted using the PrepMan and B&amp;T Kit-based methods as described for the Storage-Extraction_Experiment.csv data. Quantitative PCR: Quantitative PCR was conducted on a 7500 Fast Real-Time PCR System (Applied Biosystems) following previously described methods (Verant et al. 2016, Muller et al. 2013) but with 1x QuantiNova Probe PCR Master Mix (Qiagen). Samples evaluated for DNA recovery after sample storage were run in 25-µL volumes per Verant et al. (2016), with 0.4 µM of each primer, 0.4 µg/µL of BSA, 0.2 µM of probe, and 5 µL of template. A six-point standard curve was included in triplicate on each qPCR plate using a 10-fold dilution series ranging from 85 to 852,958 copies of synthesized gBlocks™ Gene Fragment (gBlock, Integrated DNA Technologies; George et al. in press). For the limit of detection (LOD) analyses, reactions were run in 20-µL volumes with a 0.25x concentration of ROX reference dye to accommodate an optimized methodology for the QuantiNova™ master mix. As such, the standard curve dilution series was adjusted to a range of 34 to 3,411,830 copies of gBlock to incorporate a lower limit of quantification (LOQ = 34 copies), where the coefficient of variation among replicates is ≤ 35% (Forootan et al. 2017). A negative template control containing 5 µL of sterile water was included on all reaction plates. Cycling conditions included 95°C for 2 min followed by 40 cycles of 95°C for 5 s and 60°C for 30 s at a fast ramp speed for all plates. The amplification curve threshold was set at 4% of maximum fluorescence as defined by wells where the fluorescence plateaued (Verant et al. 2016). Accepted results required an R2 value for the standard curve of ≥0.95 and an efficiency between 90% and 110%. A signal that crossed the threshold in fewer than 40 cycles and contained an exponential amplification curve was considered a positive detection for Pd. A single PCR replicate was evaluated per extracted sample, and samples were distributed across reaction plates to ensure plate-to-plate variation did not bias results. Quantities were converted from the quantification cycle (Cq) value to copy number based on the standard curve included on each individual reaction plate: copy number = 〖10〗^(((Cq-yintercept)/slope)).</procdesc>
        <procdate>20221116</procdate>
      </procstep>
    </lineage>
  </dataqual>
  <eainfo>
    <detailed>
      <enttyp>
        <enttypl>LOD_Experiment.csv</enttypl>
        <enttypd>Comma Separated Value (CSV) file containing data.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
      <attr>
        <attrlabl>Treatment</attrlabl>
        <attrdef>Combination of Extraction.SOP and Conidia fields</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <udom>Combination of Extraction.SOP and Conidia fields</udom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Extraction.SOP</attrlabl>
        <attrdef>DNA extraction protocol used on sample prior to qPCR.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>B&amp;T Kit</edomv>
            <edomvd>Blood &amp; Tissue Kit-based protocol</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>PrepMan</edomv>
            <edomvd>PrepMan-based protocol</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Conidia</attrlabl>
        <attrdef>Quantity of conidia included in inoculate for that sample.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>10000</edomv>
            <edomvd>10000</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>256</edomv>
            <edomvd>256</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>128</edomv>
            <edomvd>128</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>64</edomv>
            <edomvd>64</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>32</edomv>
            <edomvd>32</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>0</edomv>
            <edomvd>0</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>16</edomv>
            <edomvd>16</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>8</edomv>
            <edomvd>8</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>4</edomv>
            <edomvd>4</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Ct.value</attrlabl>
        <attrdef>•	Cycle threshold value, alternatively described as the quantification cycle value (Cq value), produced during qPCR</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>&lt;&lt; empty cell &gt;&gt;</edomv>
            <edomvd>Samples with blank cells represent non-detects.</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <rdom>
            <rdommin>24.07</rdommin>
            <rdommax>39.61</rdommax>
            <attrunit>cycles</attrunit>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Copies</attrlabl>
        <attrdef>•	Copies of target DNA detected from qPCR based on a conversion of the Ct value (Cq value) using the standard curve equation associated with each PCR plate. The values were produced from the qPCR machine output. As such, there will be some slight rounding error when converting the reported Ct values with the reported standard curve equations.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>&lt;&lt; empty cell &gt;&gt;</edomv>
            <edomvd>Samples with blank cells represent non-detects.</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <rdom>
            <rdommin>0.4776562</rdommin>
            <rdommax>16258.393499</rdommax>
            <attrunit>number of copies</attrunit>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Detection</attrlabl>
        <attrdef>•	Indication of whether there was exponential amplification during qPCR that crossed the threshold in &lt; 40 cycles, which would determine whether Pd DNA was detected from the sample.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>No</edomv>
            <edomvd>there was not exponential amplification within 40 cycles (i.e. there was no Ct value result)</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>Yes</edomv>
            <edomvd>there was exponential amplification within 40 cycles (i.e. there was a Ct value result)</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>PCR_Plate</attrlabl>
        <attrdef>Plate ID of PCR plate.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>1</rdommin>
            <rdommax>8</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>yint</attrlabl>
        <attrdef>Y-intercept value of standard curve equation for respective qPCR plate.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>37.92934</rdommin>
            <rdommax>39.23141</rdommax>
            <attrunit>cyces</attrunit>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>eff</attrlabl>
        <attrdef>Efficiency of standard curve for respective qPCR plate.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>0.934600318578839</rdommin>
            <rdommax>0.997293782696709</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>slope</attrlabl>
        <attrdef>Slope of standard curve equation for respective qPCR plate.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>-3.48929</rdommin>
            <rdommax>-3.32843</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>r2</attrlabl>
        <attrdef>R-squared value (coefficient of determination) for standard curve equation of respective qPCR plate.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>0.9987</rdommin>
            <rdommax>0.9997</rdommax>
          </rdom>
        </attrdomv>
      </attr>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>Storage-Extraction_Experiment.csv</enttypl>
        <enttypd>Comma Separated Value (CSV) file containing data.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
      <attr>
        <attrlabl>PCR_Plate</attrlabl>
        <attrdef>Plate ID of PCR plate.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>3</rdommin>
            <rdommax>18</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>TreatmentID</attrlabl>
        <attrdef>Treatment ID number associated with Treatment field.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>1</rdommin>
            <rdommax>6</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Treatment</attrlabl>
        <attrdef>Treatment group.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>1: B&amp;T Kit @ AT (RNAlater)</edomv>
            <edomvd>Treatment 1: Samples extracted with the Blood and Tissue Kit-based DNA extraction protocol following storage at ambient temperature in RNAlater®.</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>2: B&amp;T Kit @ 4C (RNAlater)</edomv>
            <edomvd>Treatment 2: Samples extracted with the Blood and Tissue Kit-based DNA extraction protocol following storage at 4°C in RNAlater®.</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>3: B&amp;T Kit @ 4C</edomv>
            <edomvd>Treatment 3: Samples extracted with the Blood and Tissue Kit-based DNA extraction protocol following storage at 4°C without any preservative.</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>4: B&amp;T Kit @ -20C</edomv>
            <edomvd>Treatment 4: Samples extracted with the Blood and Tissue Kit-based DNA extraction protocol following storage at -20°C without any preservative.</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>5: PrepMan @ 4C</edomv>
            <edomvd>Treatment 5: Samples extracted with the PrepMan-based DNA extraction protocol following storage at 4°C without any preservative.</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>6: PrepMan @ -20C</edomv>
            <edomvd>Treatment 6: Samples extracted with the PrepMan-based DNA extraction protocol following storage at -20°C without any preservative.</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Conidia</attrlabl>
        <attrdef>Quantity of conidia included in inoculate for that sample.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>100K</edomv>
            <edomvd>100,000 conidia</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>10K</edomv>
            <edomvd>10,000 conidia</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>1K</edomv>
            <edomvd>1,000 conidia</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Time</attrlabl>
        <attrdef>Duration in which samples were stored at respective treatment conditions after inoculation and prior to DNA extraction and qPCR.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>1 Month</edomv>
            <edomvd>1 Month</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>3 Months</edomv>
            <edomvd>3 Months</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>3 Days*</edomv>
            <edomvd>3 Days*: Asterisk (*) indicates that the samples from this data set were inoculated with a separate batch of Pd conidia than those prepared for the 1 Month and 3 Months durations.</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Copies</attrlabl>
        <attrdef>\Copies of target DNA detected from qPCR based on a conversion of the Ct value (Cq value) using the standard curve equation associated with each PCR plate. The values were produced from the qPCR machine output. As such, there will be some slight rounding error when converting the reported Ct values with the reported standard curve equations.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>&lt;&lt; empty cell &gt;&gt;</edomv>
            <edomvd>Samples with blank cells (n = 6) represent non-detects.</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <rdom>
            <rdommin>0.8188392</rdommin>
            <rdommax>69944.9715176</rdommax>
            <attrunit>number of copies</attrunit>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>Ct.value</attrlabl>
        <attrdef>Cycle threshold value, alternatively described as the quantification cycle value (Cq value), produced during qPCR</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <edom>
            <edomv>&lt;&lt; empty cell &gt;&gt;</edomv>
            <edomvd>Samples with blank cells (n = 6) represent non-detects.</edomvd>
            <edomvds>Producer defined</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <rdom>
            <rdommin>22.75</rdommin>
            <rdommax>39.88</rdommax>
            <attrunit>cycles</attrunit>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>yint</attrlabl>
        <attrdef>Y-intercept value of standard curve equation for respective qPCR plate.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>38.71503</rdommin>
            <rdommax>39.89476</rdommax>
            <attrunit>cycles</attrunit>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>eff</attrlabl>
        <attrdef>Efficiency of standard curve for respective qPCR plate.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>0.908521368612663</rdommin>
            <rdommax>0.982991450994503</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>slope</attrlabl>
        <attrdef>Slope of standard curve equation for respective qPCR plate.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>-3.56256</rdommin>
            <rdommax>-3.36337</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>r2</attrlabl>
        <attrdef>R-squared value (coefficient of determination) for standard curve equation of respective qPCR plate.</attrdef>
        <attrdefs>Producer Defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>0.9985</rdommin>
            <rdommax>0.9999</rdommax>
          </rdom>
        </attrdomv>
      </attr>
    </detailed>
  </eainfo>
  <distinfo>
    <distrib>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey</cntorg>
          <cntper>GS ScienceBase</cntper>
        </cntorgp>
        <cntaddr>
          <addrtype>mailing address</addrtype>
          <address>Denver Federal Center, Building 810, Mail Stop 302</address>
          <city>Denver</city>
          <state>CO</state>
          <postal>80225</postal>
          <country>United States</country>
        </cntaddr>
        <cntvoice>1-888-275-8747</cntvoice>
        <cntemail>sciencebase@usgs.gov</cntemail>
      </cntinfo>
    </distrib>
    <distliab>Unless otherwise stated, all data, metadata and related materials are considered to satisfy the quality standards relative to the purpose for which the data were collected. Although these data and associated metadata have been reviewed for accuracy and completeness and approved for release by the U.S. Geological Survey (USGS), no warranty expressed or implied is made regarding the display or utility of the data for other purposes, nor on all computer systems, nor shall the act of distribution constitute any such warranty.</distliab>
    <stdorder>
      <digform>
        <digtinfo>
          <formname>Digital Data</formname>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://doi.org/10.5066/P13RB3ZK</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <fees>None</fees>
    </stdorder>
  </distinfo>
  <metainfo>
    <metd>20250512</metd>
    <metc>
      <cntinfo>
        <cntperp>
          <cntper>Kyle G George</cntper>
          <cntorg>U.S. Geological Survey</cntorg>
        </cntperp>
        <cntaddr>
          <addrtype>mailing address</addrtype>
          <address>6006 Schroeder Road</address>
          <city>Madison</city>
          <state>WI</state>
          <postal>53711</postal>
          <country>US</country>
        </cntaddr>
        <cntvoice>608-270-2463</cntvoice>
        <cntfax>608-270-2415</cntfax>
        <cntemail>kgeorge@usgs.gov</cntemail>
      </cntinfo>
    </metc>
    <metstdn>FGDC Biological Data Profile of the Content Standard for Digital Geospatial Metadata</metstdn>
    <metstdv>FGDC-STD-001.1-1999</metstdv>
  </metainfo>
</metadata>
