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Update README.md

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@@ -281,36 +281,6 @@ dataset_info:
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  - name: test
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  num_examples: 148
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  num_bytes: 390039
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- - config_name: EL
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- features:
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- - name: doi
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- dtype: string
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- - name: pmcid
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- dtype: string
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- - name: title
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- dtype: string
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- - name: plain_text
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- dtype: string
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- - name: technical_text
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- dtype: string
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- - name: full_text
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- dtype: string
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- - name: journal
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- dtype: string
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- - name: topics
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- sequence: string
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- - name: keywords
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- sequence: string
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- splits:
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- - name: train
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- num_examples: 192
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- num_bytes: 599148
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- - name: validation
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- num_examples: 24
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- num_bytes: 74937
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- - name: test
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- num_examples: 24
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- num_bytes: 72400
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  - config_name: PLB
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  features:
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  - name: doi
@@ -501,7 +471,6 @@ config_names:
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  - PLNTD
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  - B
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  - I
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- - EL
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  - PLB
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  - CB
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  - SD
@@ -565,7 +534,6 @@ Each article is published by a scientific journal. There are fifteen such journa
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  - PLNTD: PLoS Neglected Tropical Diseases
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  - B: Biology
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  - I: Insects
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- - EL: eLife
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  - PLB: PLoS Biology
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  - CB: Communications Biology
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  - SD: Scientific Data
@@ -603,6 +571,7 @@ Each instance contains a set of `doi`, `pmcid`, `plain_text`, `technical_text`,
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  'pmcid': 'PMC8868321',
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  'plain_text': 'PPP3CA is one of the candidate genes for goat reproduction, but no studies have been carried out yet. Therefore, the purpose of this study was to determine the associations between copy number variations in the goat PPP3CA gene and litter size and semen quality in goats, including Shaanbei white cashmere goats (SBWC) (n = 353) and Guizhou Heima (GZHM) goats (n = 64). Based on the association analysis, the results showed that only CNV1 (copy number variation 1) and CNV2 (copy number variation 2) were distinctly related to the first-birth litter size in female goats (p = 7.6802 Γ— 10βˆ’11; p = 5.0895 Γ— 10βˆ’9), and they were also significantly associated with the semen quality of SBWC goats (p < 0.05). These findings prove that the PPP3CA gene plays an important role in reproduction traits in goats.',
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  'technical_text': 'Copy number variations (CNVs) have many forms of variation structure, and they play an important role in the research of variety diversity, biological evolution and disease correlation. Since CNVs have a greater impact on gene regulation and expression, more studies are being finalized on CNVs in important livestock and poultry species. The protein phosphatase 3 catalytic subunit alpha (PPP3CA) is a key candidate gene involved in the goat fecundity trait, and has important effects on precocious puberty, estrogen signal transduction pathways and oocyte meiosis. Additionally, PPP3CA also has a dephosphorylation effect in the process of spermatogonial stem cell meiosis and spermatogenesis. So far, there is no research on the relationship between the copy number variations of the PPP3CA gene and reproduction traits. Therefore, the purpose of this study was to determine the association between copy number variations in the goat PPP3CA gene and litter size and semen quality in Shaanbei white cashmere goats (SBWC) (n = 353) and Guizhou Heima goats (n = 64). Based on the association analysis, the results showed that only CNV1 and CNV2 within the PPP3CA gene were distinctly related to the first-birth litter size in female goats (p = 7.6802 Γ— 10βˆ’11; p = 5.0895 Γ— 10βˆ’9, respectively) and they were also significantly associated with the semen quality of SBWC goats (p < 0.05). In addition, individuals with Loss genotypes demonstrated better phenotypic performance compared to those with other types. Therefore, CNV1 and CNV2 of the PPP3CA gene are potentially useful for breeding, as they are linked to important goat reproduction traits.',
 
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  'journal': 'Animals : an Open Access Journal from MDPI',
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  'topics': [ 'Article' ],
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  'keywords': [ 'goat', 'PPP3CA', 'copy number variation (CNV)', 'litter size', 'semen quality' ]
@@ -627,14 +596,12 @@ Each instance contains a set of `doi`, `pmcid`, `plain_text`, `technical_text`,
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  | all | 37184 | 4648 | 4654 |
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  | NC | 5706 | 713 | 714 |
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  | A | 3910 | 489 | 489 |
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- | NIHR | 1875 | 234 | 235 |
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  | PLGEN | 3087 | 386 | 386 |
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  | PLPAT | 2920 | 365 | 365 |
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  | PLCB | 2591 | 324 | 324 |
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  | PLNTD | 2289 | 286 | 287 |
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  | B | 1618 | 202 | 203 |
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  | I | 1183 | 148 | 148 |
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- | EL | 192 | 24 | 24 |
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  | PLB | 898 | 112 | 113 |
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  | CB | 869 | 109 | 109 |
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  | SD | 776 | 97 | 97 |
 
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  - name: test
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  num_examples: 148
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  num_bytes: 390039
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - config_name: PLB
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  features:
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  - name: doi
 
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  - PLNTD
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  - B
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  - I
 
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  - PLB
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  - CB
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  - SD
 
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  - PLNTD: PLoS Neglected Tropical Diseases
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  - B: Biology
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  - I: Insects
 
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  - PLB: PLoS Biology
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  - CB: Communications Biology
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  - SD: Scientific Data
 
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  'pmcid': 'PMC8868321',
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  'plain_text': 'PPP3CA is one of the candidate genes for goat reproduction, but no studies have been carried out yet. Therefore, the purpose of this study was to determine the associations between copy number variations in the goat PPP3CA gene and litter size and semen quality in goats, including Shaanbei white cashmere goats (SBWC) (n = 353) and Guizhou Heima (GZHM) goats (n = 64). Based on the association analysis, the results showed that only CNV1 (copy number variation 1) and CNV2 (copy number variation 2) were distinctly related to the first-birth litter size in female goats (p = 7.6802 Γ— 10βˆ’11; p = 5.0895 Γ— 10βˆ’9), and they were also significantly associated with the semen quality of SBWC goats (p < 0.05). These findings prove that the PPP3CA gene plays an important role in reproduction traits in goats.',
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  'technical_text': 'Copy number variations (CNVs) have many forms of variation structure, and they play an important role in the research of variety diversity, biological evolution and disease correlation. Since CNVs have a greater impact on gene regulation and expression, more studies are being finalized on CNVs in important livestock and poultry species. The protein phosphatase 3 catalytic subunit alpha (PPP3CA) is a key candidate gene involved in the goat fecundity trait, and has important effects on precocious puberty, estrogen signal transduction pathways and oocyte meiosis. Additionally, PPP3CA also has a dephosphorylation effect in the process of spermatogonial stem cell meiosis and spermatogenesis. So far, there is no research on the relationship between the copy number variations of the PPP3CA gene and reproduction traits. Therefore, the purpose of this study was to determine the association between copy number variations in the goat PPP3CA gene and litter size and semen quality in Shaanbei white cashmere goats (SBWC) (n = 353) and Guizhou Heima goats (n = 64). Based on the association analysis, the results showed that only CNV1 and CNV2 within the PPP3CA gene were distinctly related to the first-birth litter size in female goats (p = 7.6802 Γ— 10βˆ’11; p = 5.0895 Γ— 10βˆ’9, respectively) and they were also significantly associated with the semen quality of SBWC goats (p < 0.05). In addition, individuals with Loss genotypes demonstrated better phenotypic performance compared to those with other types. Therefore, CNV1 and CNV2 of the PPP3CA gene are potentially useful for breeding, as they are linked to important goat reproduction traits.',
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+ 'full_text': '...'
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  'journal': 'Animals : an Open Access Journal from MDPI',
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  'topics': [ 'Article' ],
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  'keywords': [ 'goat', 'PPP3CA', 'copy number variation (CNV)', 'litter size', 'semen quality' ]
 
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  | all | 37184 | 4648 | 4654 |
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  | NC | 5706 | 713 | 714 |
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  | A | 3910 | 489 | 489 |
 
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  | PLGEN | 3087 | 386 | 386 |
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  | PLPAT | 2920 | 365 | 365 |
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  | PLCB | 2591 | 324 | 324 |
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  | PLNTD | 2289 | 286 | 287 |
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  | B | 1618 | 202 | 203 |
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  | I | 1183 | 148 | 148 |
 
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  | PLB | 898 | 112 | 113 |
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  | CB | 869 | 109 | 109 |
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  | SD | 776 | 97 | 97 |