---
_id: '8099'
abstract:
- lang: eng
  text: Sewall Wright developed FST for describing population differentiation and
    it has since been extended to many novel applications, including the detection
    of homomorphic sex chromosomes. However, there has been confusion regarding the
    expected estimate of FST for a fixed difference between the X‐ and Y‐chromosome
    when comparing males and females. Here, we attempt to resolve this confusion by
    contrasting two common FST estimators and explain why they yield different estimates
    when applied to the case of sex chromosomes. We show that this difference is true
    for many allele frequencies, but the situation characterized by fixed differences
    between the X‐ and Y‐chromosome is among the most extreme. To avoid additional
    confusion, we recommend that all authors using FST clearly state which estimator
    of FST their work uses.
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: William J
  full_name: Gammerdinger, William J
  id: 3A7E01BC-F248-11E8-B48F-1D18A9856A87
  last_name: Gammerdinger
  orcid: 0000-0001-9638-1220
- first_name: Melissa A
  full_name: Toups, Melissa A
  id: 4E099E4E-F248-11E8-B48F-1D18A9856A87
  last_name: Toups
  orcid: 0000-0002-9752-7380
- first_name: Beatriz
  full_name: Vicoso, Beatriz
  id: 49E1C5C6-F248-11E8-B48F-1D18A9856A87
  last_name: Vicoso
  orcid: 0000-0002-4579-8306
citation:
  ama: 'Gammerdinger WJ, Toups MA, Vicoso B. Disagreement in FST estimators: A case
    study from  sex chromosomes. <i>Molecular Ecology Resources</i>. 2020;20(6):1517-1525.
    doi:<a href="https://doi.org/10.1111/1755-0998.13210">10.1111/1755-0998.13210</a>'
  apa: 'Gammerdinger, W. J., Toups, M. A., &#38; Vicoso, B. (2020). Disagreement in
    FST estimators: A case study from  sex chromosomes. <i>Molecular Ecology Resources</i>.
    Wiley. <a href="https://doi.org/10.1111/1755-0998.13210">https://doi.org/10.1111/1755-0998.13210</a>'
  chicago: 'Gammerdinger, William J, Melissa A Toups, and Beatriz Vicoso. “Disagreement
    in FST Estimators: A Case Study from  Sex Chromosomes.” <i>Molecular Ecology Resources</i>.
    Wiley, 2020. <a href="https://doi.org/10.1111/1755-0998.13210">https://doi.org/10.1111/1755-0998.13210</a>.'
  ieee: 'W. J. Gammerdinger, M. A. Toups, and B. Vicoso, “Disagreement in FST estimators:
    A case study from  sex chromosomes,” <i>Molecular Ecology Resources</i>, vol.
    20, no. 6. Wiley, pp. 1517–1525, 2020.'
  ista: 'Gammerdinger WJ, Toups MA, Vicoso B. 2020. Disagreement in FST estimators:
    A case study from  sex chromosomes. Molecular Ecology Resources. 20(6), 1517–1525.'
  mla: 'Gammerdinger, William J., et al. “Disagreement in FST Estimators: A Case Study
    from  Sex Chromosomes.” <i>Molecular Ecology Resources</i>, vol. 20, no. 6, Wiley,
    2020, pp. 1517–25, doi:<a href="https://doi.org/10.1111/1755-0998.13210">10.1111/1755-0998.13210</a>.'
  short: W.J. Gammerdinger, M.A. Toups, B. Vicoso, Molecular Ecology Resources 20
    (2020) 1517–1525.
date_created: 2020-07-07T08:56:16Z
date_published: 2020-11-01T00:00:00Z
date_updated: 2023-09-05T16:07:08Z
day: '01'
ddc:
- '570'
department:
- _id: BeVi
doi: 10.1111/1755-0998.13210
ec_funded: 1
external_id:
  isi:
  - '000545451200001'
  pmid:
  - '32543001'
file:
- access_level: open_access
  checksum: 3d87ebb8757dcd504f20c618b72e6575
  content_type: application/pdf
  creator: dernst
  date_created: 2020-11-26T11:46:43Z
  date_updated: 2020-11-26T11:46:43Z
  file_id: '8814'
  file_name: 2020_MolecularEcologyRes_Gammerdinger.pdf
  file_size: 820428
  relation: main_file
  success: 1
file_date_updated: 2020-11-26T11:46:43Z
has_accepted_license: '1'
intvolume: '        20'
isi: 1
issue: '6'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
page: 1517-1525
pmid: 1
project:
- _id: 260C2330-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '754411'
  name: ISTplus - Postdoctoral Fellowships
- _id: 250ED89C-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P28842-B22
  name: Sex chromosome evolution under male- and female- heterogamety
publication: Molecular Ecology Resources
publication_identifier:
  eissn:
  - 1755-0998
  issn:
  - 1755-098X
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Disagreement in FST estimators: A case study from  sex chromosomes'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 20
year: '2020'
...
---
_id: '6821'
abstract:
- lang: eng
  text: To determine the visual sensitivities of an organism of interest, quantitative
    reverse transcription–polymerase chain reaction (qRT–PCR) is often used to quantify
    expression of the light‐sensitive opsins in the retina. While qRT–PCR is an affordable,
    high‐throughput method for measuring expression, it comes with inherent normalization
    issues that affect the interpretation of results, especially as opsin expression
    can vary greatly based on developmental stage, light environment or diurnal cycles.
    We tested for diurnal cycles of opsin expression over a period of 24 hr at 1‐hr
    increments and examined how normalization affects a data set with fluctuating
    expression levels using qRT–PCR and transcriptome data from the retinae of the
    cichlid Pelmatolapia mariae. We compared five methods of normalizing opsin expression
    relative to (a) the average of three stably expressed housekeeping genes (Ube2z,
    EF1‐α and β‐actin), (b) total RNA concentration, (c) GNAT2, (the cone‐specific
    subunit of transducin), (d) total opsin expression and (e) only opsins expressed
    in the same cone type. Normalizing by proportion of cone type produced the least
    variation and would be best for removing time‐of‐day variation. In contrast, normalizing
    by housekeeping genes produced the highest daily variation in expression and demonstrated
    that the peak of cone opsin expression was in the late afternoon. A weighted correlation
    network analysis showed that the expression of different cone opsins follows a
    very similar daily cycle. With the knowledge of how these normalization methods
    affect opsin expression data, we make recommendations for designing sampling approaches
    and quantification methods based upon the scientific question being examined.
article_processing_charge: No
article_type: original
author:
- first_name: Miranda R.
  full_name: Yourick, Miranda R.
  last_name: Yourick
- first_name: Benjamin A.
  full_name: Sandkam, Benjamin A.
  last_name: Sandkam
- first_name: William J
  full_name: Gammerdinger, William J
  id: 3A7E01BC-F248-11E8-B48F-1D18A9856A87
  last_name: Gammerdinger
  orcid: 0000-0001-9638-1220
- first_name: Daniel
  full_name: Escobar-Camacho, Daniel
  last_name: Escobar-Camacho
- first_name: Sri Pratima
  full_name: Nandamuri, Sri Pratima
  last_name: Nandamuri
- first_name: Frances E.
  full_name: Clark, Frances E.
  last_name: Clark
- first_name: Brendan
  full_name: Joyce, Brendan
  last_name: Joyce
- first_name: Matthew A.
  full_name: Conte, Matthew A.
  last_name: Conte
- first_name: Thomas D.
  full_name: Kocher, Thomas D.
  last_name: Kocher
- first_name: Karen L.
  full_name: Carleton, Karen L.
  last_name: Carleton
citation:
  ama: Yourick MR, Sandkam BA, Gammerdinger WJ, et al. Diurnal variation in opsin
    expression and common housekeeping genes necessitates comprehensive normalization
    methods for quantitative real-time PCR analyses. <i>Molecular Ecology Resources</i>.
    2019;19(6):1447-1460. doi:<a href="https://doi.org/10.1111/1755-0998.13062">10.1111/1755-0998.13062</a>
  apa: Yourick, M. R., Sandkam, B. A., Gammerdinger, W. J., Escobar-Camacho, D., Nandamuri,
    S. P., Clark, F. E., … Carleton, K. L. (2019). Diurnal variation in opsin expression
    and common housekeeping genes necessitates comprehensive normalization methods
    for quantitative real-time PCR analyses. <i>Molecular Ecology Resources</i>. Wiley.
    <a href="https://doi.org/10.1111/1755-0998.13062">https://doi.org/10.1111/1755-0998.13062</a>
  chicago: Yourick, Miranda R., Benjamin A. Sandkam, William J Gammerdinger, Daniel
    Escobar-Camacho, Sri Pratima Nandamuri, Frances E. Clark, Brendan Joyce, Matthew
    A. Conte, Thomas D. Kocher, and Karen L. Carleton. “Diurnal Variation in Opsin
    Expression and Common Housekeeping Genes Necessitates Comprehensive Normalization
    Methods for Quantitative Real-Time PCR Analyses.” <i>Molecular Ecology Resources</i>.
    Wiley, 2019. <a href="https://doi.org/10.1111/1755-0998.13062">https://doi.org/10.1111/1755-0998.13062</a>.
  ieee: M. R. Yourick <i>et al.</i>, “Diurnal variation in opsin expression and common
    housekeeping genes necessitates comprehensive normalization methods for quantitative
    real-time PCR analyses,” <i>Molecular Ecology Resources</i>, vol. 19, no. 6. Wiley,
    pp. 1447–1460, 2019.
  ista: Yourick MR, Sandkam BA, Gammerdinger WJ, Escobar-Camacho D, Nandamuri SP,
    Clark FE, Joyce B, Conte MA, Kocher TD, Carleton KL. 2019. Diurnal variation in
    opsin expression and common housekeeping genes necessitates comprehensive normalization
    methods for quantitative real-time PCR analyses. Molecular Ecology Resources.
    19(6), 1447–1460.
  mla: Yourick, Miranda R., et al. “Diurnal Variation in Opsin Expression and Common
    Housekeeping Genes Necessitates Comprehensive Normalization Methods for Quantitative
    Real-Time PCR Analyses.” <i>Molecular Ecology Resources</i>, vol. 19, no. 6, Wiley,
    2019, pp. 1447–60, doi:<a href="https://doi.org/10.1111/1755-0998.13062">10.1111/1755-0998.13062</a>.
  short: M.R. Yourick, B.A. Sandkam, W.J. Gammerdinger, D. Escobar-Camacho, S.P. Nandamuri,
    F.E. Clark, B. Joyce, M.A. Conte, T.D. Kocher, K.L. Carleton, Molecular Ecology
    Resources 19 (2019) 1447–1460.
date_created: 2019-08-18T22:00:41Z
date_published: 2019-11-01T00:00:00Z
date_updated: 2023-08-29T07:10:44Z
day: '01'
department:
- _id: BeVi
doi: 10.1111/1755-0998.13062
external_id:
  isi:
  - '000480196800001'
  pmid:
  - '31325910'
intvolume: '        19'
isi: 1
issue: '6'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6995727
month: '11'
oa: 1
oa_version: Submitted Version
page: 1447-1460
pmid: 1
publication: Molecular Ecology Resources
publication_identifier:
  eissn:
  - 1755-0998
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: Diurnal variation in opsin expression and common housekeeping genes necessitates
  comprehensive normalization methods for quantitative real-time PCR analyses
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 19
year: '2019'
...
---
_id: '6418'
abstract:
- lang: eng
  text: Males and females of Artemia franciscana, a crustacean commonly used in the
    aquarium trade, are highly dimorphic. Sex is determined by a pair of ZW chromosomes,
    but the nature and extent of differentiation of these chromosomes is unknown.
    Here, we characterize the Z chromosome by detecting genomic regions that show
    lower genomic coverage in female than in male samples, and regions that harbor
    an excess of female-specific SNPs. We detect many Z-specific genes, which no longer
    have homologs on the W, but also Z-linked genes that appear to have diverged very
    recently from their existing W-linked homolog. We assess patterns of male and
    female expression in two tissues with extensive morphological dimorphism, gonads,
    and heads. In agreement with their morphology, sex-biased expression is common
    in both tissues. Interestingly, the Z chromosome is not enriched for sex-biased
    genes, and seems to in fact have a mechanism of dosage compensation that leads
    to equal expression in males and in females. Both of these patterns are contrary
    to most ZW systems studied so far, making A. franciscana an excellent model for
    investigating the interplay between the evolution of sexual dimorphism and dosage
    compensation, as well as Z chromosome evolution in general.
acknowledged_ssus:
- _id: ScienComp
article_processing_charge: No
author:
- first_name: Ann K
  full_name: Huylmans, Ann K
  id: 4C0A3874-F248-11E8-B48F-1D18A9856A87
  last_name: Huylmans
  orcid: 0000-0001-8871-4961
- first_name: Melissa A
  full_name: Toups, Melissa A
  id: 4E099E4E-F248-11E8-B48F-1D18A9856A87
  last_name: Toups
  orcid: 0000-0002-9752-7380
- first_name: Ariana
  full_name: Macon, Ariana
  id: 2A0848E2-F248-11E8-B48F-1D18A9856A87
  last_name: Macon
- first_name: William J
  full_name: Gammerdinger, William J
  id: 3A7E01BC-F248-11E8-B48F-1D18A9856A87
  last_name: Gammerdinger
  orcid: 0000-0001-9638-1220
- first_name: Beatriz
  full_name: Vicoso, Beatriz
  id: 49E1C5C6-F248-11E8-B48F-1D18A9856A87
  last_name: Vicoso
  orcid: 0000-0002-4579-8306
citation:
  ama: Huylmans AK, Toups MA, Macon A, Gammerdinger WJ, Vicoso B. Sex-biased gene
    expression and dosage compensation on the Artemia franciscana Z-chromosome. <i>Genome
    biology and evolution</i>. 2019;11(4):1033-1044. doi:<a href="https://doi.org/10.1093/gbe/evz053">10.1093/gbe/evz053</a>
  apa: Huylmans, A. K., Toups, M. A., Macon, A., Gammerdinger, W. J., &#38; Vicoso,
    B. (2019). Sex-biased gene expression and dosage compensation on the Artemia franciscana
    Z-chromosome. <i>Genome Biology and Evolution</i>. Oxford University Press. <a
    href="https://doi.org/10.1093/gbe/evz053">https://doi.org/10.1093/gbe/evz053</a>
  chicago: Huylmans, Ann K, Melissa A Toups, Ariana Macon, William J Gammerdinger,
    and Beatriz Vicoso. “Sex-Biased Gene Expression and Dosage Compensation on the
    Artemia Franciscana Z-Chromosome.” <i>Genome Biology and Evolution</i>. Oxford
    University Press, 2019. <a href="https://doi.org/10.1093/gbe/evz053">https://doi.org/10.1093/gbe/evz053</a>.
  ieee: A. K. Huylmans, M. A. Toups, A. Macon, W. J. Gammerdinger, and B. Vicoso,
    “Sex-biased gene expression and dosage compensation on the Artemia franciscana
    Z-chromosome,” <i>Genome biology and evolution</i>, vol. 11, no. 4. Oxford University
    Press, pp. 1033–1044, 2019.
  ista: Huylmans AK, Toups MA, Macon A, Gammerdinger WJ, Vicoso B. 2019. Sex-biased
    gene expression and dosage compensation on the Artemia franciscana Z-chromosome.
    Genome biology and evolution. 11(4), 1033–1044.
  mla: Huylmans, Ann K., et al. “Sex-Biased Gene Expression and Dosage Compensation
    on the Artemia Franciscana Z-Chromosome.” <i>Genome Biology and Evolution</i>,
    vol. 11, no. 4, Oxford University Press, 2019, pp. 1033–44, doi:<a href="https://doi.org/10.1093/gbe/evz053">10.1093/gbe/evz053</a>.
  short: A.K. Huylmans, M.A. Toups, A. Macon, W.J. Gammerdinger, B. Vicoso, Genome
    Biology and Evolution 11 (2019) 1033–1044.
date_created: 2019-05-13T07:58:38Z
date_published: 2019-04-01T00:00:00Z
date_updated: 2024-02-21T12:45:41Z
day: '01'
ddc:
- '570'
department:
- _id: BeVi
doi: 10.1093/gbe/evz053
ec_funded: 1
external_id:
  isi:
  - '000476569800003'
file:
- access_level: open_access
  checksum: 7d0ede297b6741f3dc89cd59017c7642
  content_type: application/pdf
  creator: dernst
  date_created: 2019-05-14T08:29:38Z
  date_updated: 2020-07-14T12:47:29Z
  file_id: '6446'
  file_name: 2019_GBE_Huylmans.pdf
  file_size: 1256303
  relation: main_file
file_date_updated: 2020-07-14T12:47:29Z
has_accepted_license: '1'
intvolume: '        11'
isi: 1
issue: '4'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
page: 1033-1044
project:
- _id: 250BDE62-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '715257'
  name: Prevalence and Influence of Sexual Antagonism on Genome Evolution
publication: Genome biology and evolution
publication_identifier:
  eissn:
  - 1759-6653
publication_status: published
publisher: Oxford University Press
quality_controlled: '1'
related_material:
  record:
  - id: '6060'
    relation: popular_science
    status: public
scopus_import: '1'
status: public
title: Sex-biased gene expression and dosage compensation on the Artemia franciscana
  Z-chromosome
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 11
year: '2019'
...
---
_id: '63'
abstract:
- lang: eng
  text: African cichlids display a remarkable assortment of jaw morphologies, pigmentation
    patterns, and mating behaviors. In addition to this previously documented diversity,
    recent studies have documented a rich diversity of sex chromosomes within these
    fishes. Here we review the known sex-determination network within vertebrates,
    and the extraordinary number of sex chromosomes systems segregating in African
    cichlids. We also propose a model for understanding the unusual number of sex
    chromosome systems within this clade.
acknowledgement: NSF DEB-1830753 and ISTPlus Fellowship
article_number: '480'
article_processing_charge: No
author:
- first_name: William J
  full_name: Gammerdinger, William J
  id: 3A7E01BC-F248-11E8-B48F-1D18A9856A87
  last_name: Gammerdinger
  orcid: 0000-0001-9638-1220
- first_name: Thomas
  full_name: Kocher, Thomas
  last_name: Kocher
citation:
  ama: Gammerdinger WJ, Kocher T. Unusual diversity of sex chromosomes in African
    cichlid fishes. <i>Genes</i>. 2018;9(10). doi:<a href="https://doi.org/10.3390/genes9100480">10.3390/genes9100480</a>
  apa: Gammerdinger, W. J., &#38; Kocher, T. (2018). Unusual diversity of sex chromosomes
    in African cichlid fishes. <i>Genes</i>. MDPI AG. <a href="https://doi.org/10.3390/genes9100480">https://doi.org/10.3390/genes9100480</a>
  chicago: Gammerdinger, William J, and Thomas Kocher. “Unusual Diversity of Sex Chromosomes
    in African Cichlid Fishes.” <i>Genes</i>. MDPI AG, 2018. <a href="https://doi.org/10.3390/genes9100480">https://doi.org/10.3390/genes9100480</a>.
  ieee: W. J. Gammerdinger and T. Kocher, “Unusual diversity of sex chromosomes in
    African cichlid fishes,” <i>Genes</i>, vol. 9, no. 10. MDPI AG, 2018.
  ista: Gammerdinger WJ, Kocher T. 2018. Unusual diversity of sex chromosomes in African
    cichlid fishes. Genes. 9(10), 480.
  mla: Gammerdinger, William J., and Thomas Kocher. “Unusual Diversity of Sex Chromosomes
    in African Cichlid Fishes.” <i>Genes</i>, vol. 9, no. 10, 480, MDPI AG, 2018,
    doi:<a href="https://doi.org/10.3390/genes9100480">10.3390/genes9100480</a>.
  short: W.J. Gammerdinger, T. Kocher, Genes 9 (2018).
date_created: 2018-12-11T11:44:26Z
date_published: 2018-10-04T00:00:00Z
date_updated: 2023-09-19T10:37:03Z
day: '04'
ddc:
- '570'
department:
- _id: BeVi
doi: 10.3390/genes9100480
ec_funded: 1
external_id:
  isi:
  - '000448656700018'
file:
- access_level: open_access
  checksum: bec527692e2c9b56919c0429634ff337
  content_type: application/pdf
  creator: dernst
  date_created: 2018-12-18T09:54:46Z
  date_updated: 2020-07-14T12:47:27Z
  file_id: '5743'
  file_name: 2018_Genes_Gammerdinger.pdf
  file_size: 1415791
  relation: main_file
file_date_updated: 2020-07-14T12:47:27Z
has_accepted_license: '1'
intvolume: '         9'
isi: 1
issue: '10'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication: Genes
publication_status: published
publisher: MDPI AG
publist_id: '7991'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Unusual diversity of sex chromosomes in African cichlid fishes
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 9
year: '2018'
...
