A review of SNP heritability estimation methods.

Over the past decade, statistical methods have been developed to estimate single nucleotide polymorphism (SNP) heritability, which measures the proportion of phenotypic variance explained by all measured SNPs in the data. Estimates of SNP heritability measure the degree to which the available genetic variants influence phenotypes and improve our understanding of the genetic architecture of complex phenotypes. In this article, we review the recently developed and commonly used SNP heritability estimation methods for continuous and binary phenotypes from the perspective of model assumptions and parameter optimization. We primarily focus on their capacity to handle multiple phenotypes and longitudinal measurements, their ability for SNP heritability partition and their use of individual-level data versus summary statistics. State-of-the-art statistical methods that are scalable to the UK Biobank dataset are also elucidated in detail.

Fast heritability estimation based on MINQUE and batch training.

Heritability, the proportion of phenotypic variance explained by genome-wide single nucleotide polymorphisms (SNPs) in unrelated individuals, is an important measure of the genetic contribution to human diseases and plays a critical role in studying the genetic architecture of human diseases. Linear mixed model (LMM) has been widely used for SNP heritability estimation, where variance component parameters are commonly estimated by using a restricted maximum likelihood (REML) method. REML is an iterative optimization algorithm, which is computationally intensive when applied to large-scale datasets (e.g. UK Biobank). To facilitate the heritability analysis of large-scale genetic datasets, we develop a fast approach, minimum norm quadratic unbiased estimator (MINQUE) with batch training, to estimate variance components from LMM (LMM.MNQ.BCH). In LMM.MNQ.BCH, the parameters are estimated by MINQUE, which has a closed-form solution for fast computation and has no convergence issue. Batch training has also been adopted in LMM.MNQ.BCH to accelerate the computation for large-scale genetic datasets. Through simulations and real data analysis, we demonstrate that LMM.MNQ.BCH is much faster than two existing approaches, GCTA and BOLT-REML.

Activation of Ventral Pallidum CaMKIIa-Expressing Neurons Promotes Wakefulness.

The ventral pallidum (VP) is involved in the regulation of a variety of behaviors such as motor, reward, and behavioral motivation, and the ability to perform these functions properly is dependent on a high degree of wakefulness. It is unknown whether VP CaMKIIa-expression (VPCaMKIIa) neurons also have a role in sleep-wake regulation and related neuronal circuit mechanisms. In the present experiment, we first used in vivo fiber photometry to find the population activity of VPCaMKIIa neurons which increased during the transitions from non-rapid-eye movement (NREM) sleep to wakefulness and NREM sleep to rapid-eye-movement (REM) sleep, with decreased during the transitions from wakefulness to NREM sleep. Then chemogenetic activation of VPCaMKIIa neurons induced an increase in wakefulness that lasted for 2 h. Mice that were exposed to short-term optogenetic stimulation woke up quickly from stable NREM sleep, and long-term optogenetic stimulation maintained wakefulness. In addition, optogenetic activation of the axons of VPCaMKIIa neurons in the lateral habenula (LHb) also facilitated the initiation and maintenance of wakefulness and mediated anxiety-like behavior. Finally, the method of chemogenetic inhibition was employed to suppress VPCaMKIIa neurons, and yet, inhibition of VPCaMKIIa neuronal activity did not result in an increase in NREM sleep and a decrease in wakefulness. Overall, our data illustrate that the activation of VPCaMKIIa neurons is of great importance for promoting wakefulness.

CaMKIIa Neurons of the Ventromedial Hypothalamus Mediate Wakefulness and Anxiety-like Behavior.

Insomnia and anxiety are two common and closely related clinical problems that pose a threat to individuals' physical and mental well-being. There is a possibility that some nuclei and neural circuits in the brain are shared by both insomnia and anxiety. In the present study, using a combination of chemogenetics, optogenetics, polysomnographic recordings and the classic tests of anxiety-like behaviors, we verified that the calmodulin-dependent protein kinase II alpha (CaMKIIa) neurons of the ventromedial hypothalamus (VMH) are involved in the regulation of both wakefulness and anxiety. Chemogenetic manipulation of the VMH CaMKIIa neurons elicited an apparent increase in wakefulness during activation, whereas inhibition decreased wakefulness mildly. It substantiated that the VMH CaMKIIa neurons contribute to wakefulness. Then in millisecond-scale control of neuronal activity, short-term and long-term optogenetic activation induced the initiation and maintenance of wakefulness, respectively. We also observed that mice reduced exploratory behaviors in classic anxiety tests while activating the VMH CaMKIIa neurons and were anxiolytic while inhibiting. Additionally, photostimulation of the VMH CaMKIIa axons in the paraventricular hypothalamus (PVH) mediated wakefulness and triggered anxiety-like behaviors as well. In conclusion, our results demonstrate that the VMH participates in the control of wakefulness and anxiety, and offer a neurological explanation for insomnia and anxiety, which may be valuable for therapeutic interventions such as medication and transcranial magnetic stimulation.

Activation of Dopamine Signals in the Olfactory Tubercle Facilitates Emergence from Isoflurane Anesthesia in Mice.

Activation of dopamine (DA) neurons is essential for the transition from sleep to wakefulness and maintenance of awakening, and sufficient to accelerate the emergence from general anesthesia in animals. Dopamine receptors (DR) are involve in arousal mediation. In the present study, we showed that the olfactory tubercle (OT) was active during emergence from isoflurane anesthesia, local injection of dopamine D1 receptor (D1R) agonist chloro-APB (1 mg/mL) and D2 receptor (D2R) agonist quinpirole (1 mg/mL) into OT enhanced behavioural and cortical arousal from isoflurane anesthesia, while D1R antagonist SCH-23390 (1 mg/mL) and D2R antagonist raclopride (2.5 mg/mL) prolonged recovery time. Optogenetic activation of DAergic terminals in OT also promoted behavioural and cortical arousal from isoflurane anesthesia. However, neither D1R/D2R agonists nor D1R/D2R antagonists microinjection had influences on the induction of isoflurane anesthesia. Optogenetic stimulation on DAergic terminals in OT also had no impact on the anesthesia induction. Our results indicated that DA signals in OT accelerated emergence from isoflurane anesthesia. Furthermore, the induction of general anesthesia, different from the emergence process, was not mediated by the OT DAergic pathways.

Inactivation of the Ventral Pallidum by GABAA Receptor Agonist Promotes Non-rapid Eye Movement Sleep in Rats.

GABA, the most abundant inhibitory neurotransmitter in the brain, is closely linked with sleep and wakefulness. As the largest area input to the ventral pallidum (VP), the nucleus accumbens (NAc) has been confirmed to play a pivotal role in promoting non-rapid eye movement (NREM) sleep through inhibitory projections from NAc adenosine A2A receptor-expressing neurons to VP GABAergic neurons which mostly express GABAA receptors. Although these studies demonstrate the possible role of VP GABAergic neurons in sleep-wake regulation, whether and how its modulate sleep-wake cycle is not completely clear. In our study, pharmacological manipulations were implemented in freely moving rats and then the EEG and the EMG were recorded to monitor the sleep-wake states. We found that microinjection of muscimol, a GABAA receptor agonist, into the VP increased NREM sleep in both light and dark period. Microinjection of bicuculline, a GABAA receptor antagonist, into the VP increased wakefulness in the light period. Collectively, our data identify the important role of VP GABAA receptor-expressing neurons in NREM sleep of rats which may help improve the understanding of the pathological sleep disorders.

Statistical Methods and Software for Substance Use and Dependence Genetic Research.

BACKGROUND: Substantial substance use disorders and related health conditions emerged dur-ing the mid-20th century and continue to represent a remarkable 21st century global burden of disease. This burden is largely driven by the substance-dependence process, which is a complex process and is influenced by both genetic and environmental factors. During the past few decades, a great deal of pro-gress has been made in identifying genetic variants associated with Substance Use and Dependence (SUD) through linkage, candidate gene association, genome-wide association and sequencing studies. METHODS: Various statistical methods and software have been employed in different types of SUD ge-netic studies, facilitating the identification of new SUD-related variants. CONCLUSION: In this article, we review statistical methods and software that are currently available for SUD genetic studies, and discuss their strengths and limitations.

[NLRC3 alleviates immune inflammatory response induced by macrophage pyroptosis in patients with rheumatoid arthritis by inhibiting STING signaling pathway].

Objective To explore the role and potential mechanism of caspase activation and recruitment domain-containing nucleotide-binding oligomerization domain-like receptor 3 (NLRC3) in the immune inflammatory response induced by macrophage pyroptosis in patients with rheumatoid arthritis (RA). Methods Fifty RA patients and ten healthy volunteers were selected according to inclusion criteria. Peripheral blood macrophages were extracted and divided into six groups: normal control(NC), RA macrophage model (RA-MC), RA-MC with NLRC3 overexpression, RA-MC with NLRC3 knockdown, RA-MC with STING overexpression, and RA-MC with STING knockdown groups. Macrophage pyroptosis was observed using transmission electron microscopy. The mRNA expressions of NLRC3, STING, caspase-1, and GSDMD were detected using RT-qPCR. interleukin 1ß (IL-1ß) and IL-18 levels in cell supernatants were measured using ELISA. Results Compared to the NC group, the RA-MC group showed characteristics of pyroptosis. Compared to the RA-MC group, the groups of RA-MC with NLRC3 overexpression and RA-MC with STING knockdown showed improved pyroptosis, while the groups of RA-MC with NLRC3 knockdown and RA-MC with STING overexpression demonstrated exacerbated pyroptosis. Compared to the NC group, the RA-MC group showed increased mRNA expression levels of STING, caspase-1 and GSDMD, as well as increased levels of the inflammatory cytokines IL-1ß and IL-18, but decreased NLRC3 mRNA expression level. Compared to the RA-MC group, the groups of RA-MC with NLRC3 overexpression and RA-MC with STING knockdown showed reduced mRNA expression levels of caspase-1 and GSDMD, as well as reduced inflammatory factors, while the groups of RA-MC with NLRC3 knockdown and RA-MC with STING overexpression had opposite results. Compared to the RA-MC group, the group of RA-MC with NLRC3 overexpression showed a decreased STING mRNA expression level, while the group of RA-MC with NLRC3 knockdown demonstrated an increased level. Conclusion NLRC3 can inhibit the STING signaling pathway, reduce pyroptosis proteins caspase-1 and GSDMD, antagonize macrophage pyroptosis, and lower the levels of inflammatory cytokines IL-1ß and IL-18, thereby alleviating the immune inflammatory response in RA patients.

Wettability behavior of DTMS modified SiO2: Experimental and molecular dynamics study.

In this research, the wetting behavior of SiO2 modified with dodecyltrimethoxysilane (DTMS) was explored using both experimental and molecular dynamics (MD) simulation approaches. The experimental results reveal that DTMS can chemically bond to the SiO2 surface, and the contact angle (CA) reaches the maximum value of 157.7° when the mass of DTMS is twice that of SiO2. The different wetting behaviors caused by DTMS grafting were analyzed by CA fitting, ionic pairs, concentration distribution, molecule orientation, and interfacial interaction energy. The results demonstrate that a 25 % DTMS grafting rate resulted in a maximum CA of 158.2°, which is ascribed to the disruption of interfacial hydrogen bonding and changes in the hydration structure caused by DTMS grafting. Moreover, the above hydrophobic SiO2 model shows a slight decrease in CA as the water temperature increases, which is consistent with the experimental findings. In contrast, an opposite change was observed for the pristine SiO2 model. Although the higher water temperature enhances the diffusion capacity of water molecules in both models, the difference in interfacial interactions is responsible for the change in CA. We hope this finding will contribute to a deeper understanding of the wetting adjustment of SiO2.

Molecular dynamics study of the corrosion protection improvement of superhydrophobic dodecyltrimethoxysilane film on mild steel.

Recently, superhydrophobic surfaces have received increasing interest in metal corrosion protection due to their excellent waterproofing characteristics. However, little attention has been paid to the related anti-corrosion mechanism at the molecular level. In this work, the protection behaviors provided by the superhydrophobic dodecyltrimethoxysilane for mild steel were first explored using molecular dynamics (MD) simulation in terms of silane absorption orientations and water cluster wetting behaviors. The results show that the conformations of dodecyltrihydroxysilane (DTHS) on the Fe substrate are greatly dependent on the solvent environment. Typically, the DTHS molecule adopts a "standing" orientation with the hydrophilic head attached to the Fe surface and the hydrophobic tail remaining in the polar phase, which is conducting to generate a good repulsive effect on the water droplet. Based on this, the diffusion performance of corrosive species in the superhydrophobic DTHS film was further investigated. The computational results indicate that the corrosive species are confined to specific regions of the film, which results in a decreased diffusion coefficient. Additionally, the weak movement of DTHS molecules also increases the transport resistance of the corrosive medium through the superhydrophobic DTHS film, thereby improving the corrosion protection of the underlying metal substrate. The results obtained in this work will deepen our understanding of the anticorrosion mechanism of superhydrophobic silane films.

Ventral subiculum promotes wakefulness through several pathways in male mice.

The ventral subiculum (vSUB), the major output structure of the hippocampal formation, regulates motivation, stress integration, and anxiety-like behaviors that rely on heightened arousal. However, the roles and underlying neural circuits of the vSUB in wakefulness are poorly known. Using in vivo fiber photometry and multichannel electrophysiological recordings in mice, we found that the vSUB glutamatergic neurons exhibited high activities during wakefulness. Moreover, activation of vSUB glutamatergic neurons caused an increase in wakefulness and anxiety-like behaviors and induced a rapid transition from sleep to wakefulness. In addition, optogenetic stimulation of vSUB glutamatergic terminals and retrograde-targeted chemogenetic activation of vSUB glutamatergic neurons revealed that vSUB promoted arousal by innervating the lateral hypothalamus (LH), nucleus accumbens (NAc) shell, and prefrontal cortex (PFC). Nevertheless, local microinjection of dopamine D1 or D2/D3 receptor antagonist blocked the wake-promoting effect induced by chemogenetic activation of vSUB pathways. Finally, chemogenetic inhibition of vSUB glutamatergic neurons decreased arousal. Altogether, our findings reveal a prominent contribution of vSUB glutamatergic neurons to the control of wakefulness through several pathways.

Distinct glutamatergic projections of the posteroventral medial amygdala play different roles in arousal and anxiety.

Sleep disturbance usually accompanies anxiety disorders and exacerbates their incidence rates. The precise circuit mechanisms remain poorly understood. Here, we found that glutamatergic neurons in the posteroventral medial amygdala (MePVGlu neurons) are involved in arousal and anxiety-like behaviors. Excitation of MePVGlu neurons not only promoted wakefulness but also increased anxiety-like behaviors. Different projections of MePVGlu neurons played various roles in regulating anxiety-like behaviors and sleep-wakefulness. MePVGlu neurons promoted wakefulness through the MePVGlu/posteromedial cortical amygdaloid area (PMCo) pathway and the MePVGlu/bed nucleus of the stria terminals (BNST) pathway. In contrast, MePVGlu neurons increased anxiety-like behaviors through the MePVGlu/ventromedial hypothalamus (VMH) pathway. Chronic sleep disturbance increased anxiety levels and reduced reparative sleep, accompanied by the enhanced excitability of MePVGlu/PMCo and MePVGlu/VMH circuits but suppressed responses of glutamatergic neurons in the BNST. Inhibition of the MePVGlu neurons could rescue chronic sleep deprivation-induced phenotypes. Our findings provide important circuit mechanisms for chronic sleep disturbance-induced hyperarousal response and obsessive anxiety-like behavior and are expected to provide a promising strategy for treating sleep-related psychiatric disorders and insomnia.

Chromosome Three-Dimensional Structure Reconstruction: An Iterative ShRec3D Algorithm.

The three-dimensional (3D) structure of chromosomes is of great significance to ensure that the genome performs various functions (e.g., gene expression) correctly and replicates and separates correctly in mitosis. Since the emergence of Hi-C in 2009, a new experimental technique in molecular biology, researchers have been paying more and more attention to the reconstruction of chromosome 3D structure. To reconstruct the 3D structure of chromosomes based on Hi-C experimental data, many algorithms have been proposed, among which ShRec3D is one of the most outstanding. In this article, an iterative ShRec3D algorithm is presented to greatly improve the native ShRec3D algorithm. Experimental results show that our algorithm can significantly promote the performance of ShRec3D, and this improvement is applicable to almost all data noise range and signal coverage range, so it is universal.

Locus Coeruleus to Paraventricular Thalamus Projections Facilitate Emergence From Isoflurane Anesthesia in Mice.

Locus coeruleus (LC) sends widespread outputs to many brain regions to modulate diverse functions, including sleep/wake states, attention, and the general anesthetic state. The paraventricular thalamus (PVT) is a critical thalamic area for arousal and receives dense tyrosine-hydroxylase (TH) inputs from the LC. Although anesthesia and sleep may share a common pathway, it is important to understand the processes underlying emergence from anesthesia. In this study, we hypothesize that LC TH neurons and the TH:LC-PVT circuit may be involved in regulating emergence from anesthesia. Only male mice are used in this study. Here, using c-Fos as a marker of neural activity, we identify LC TH expressing neurons are active during anesthesia emergence. Remarkably, chemogenetic activation of LC TH neurons shortens emergence time from anesthesia and promotes cortical arousal. Moreover, enhanced c-Fos expression is observed in the PVT after LC TH neurons activation. Optogenetic activation of the TH:LC-PVT projections accelerates emergence from anesthesia, whereas, chemogenetic inhibition of the TH:LC-PVT circuit prolongs time to wakefulness. Furthermore, optogenetic activation of the TH:LC-PVT projections produces electrophysiological evidence of arousal. Together, these results demonstrate that activation of the TH:LC-PVT projections is helpful in facilitating the transition from isoflurane anesthesia to an arousal state, which may provide a new strategy in shortening the emergence time after general anesthesia.

Glutamatergic Neurons of the Paraventricular Nucleus are Critical for the Control of Wakefulness.

Normal sleep-wake behavior is extremely important for humans to maintain basic physiological and cognitive activities. However, the neural mechanisms underlying sleep-wake regulation are not fully understood. The paraventricular nucleus (PVN) of the hypothalamus has been classically defined as a region for the regulation of the hypothalamoneurohypophysial system and autonomic nervous system. Here, we identify the glutamatergic neurons in the PVN that play a unique role in sleep-wake regulation. Firstly using in vivo fiber photometry, we found altered calcium activities of PVN glutamatergic neurons during three sleep state transitions in freely behaving mice. The calcium activities of PVN glutamatergic neurons began to increase before non-rapid-eye movement (NREM) sleep to wake transitions and NREM sleep to rapid-eye-movement (REM) sleep transitions and began to decrease before wake to NREM sleep transitions. Then we used chemogenetic manipulations together with polysomnographic recordings, activation of PVN neurons increased wakefulness and decreased NREM sleep, while inhibition of PVN neurons caused a reduction in wakefulness and an increase in NREM sleep. Altogether, our findings revealed an important role for PVN glutamatergic neurons in the regulation of wake state.

Considering Genetic Heterogeneity in the Association Analysis Finds Genes Associated With Nicotine Dependence.

While substantial progress has been made in finding genetic variants associated with nicotine dependence (ND), a large proportion of the genetic variants remain undiscovered. The current research focuses have shifted toward uncovering rare variants, gene-gene/gene-environment interactions, and structural variations predisposing to ND, the impact of genetic heterogeneity in ND has been nevertheless paid less attention. The study of genetic heterogeneity in ND not only could enhance the power of detecting genetic variants with heterogeneous effects in the population but also improve our understanding of genetic etiology of ND. As an initial step to understand genetic heterogeneity in ND, we applied a newly developed heterogeneity weighted U (HWU) method to 26 ND-related genes, investigating heterogeneous effects of these 26 genes in ND. We found no strong evidence of genetic heterogeneity in genes such as CHRNA5. However, results from our analysis suggest heterogeneous effects of CHRNA6 and CHRNB3 on nicotine dependence in males and females. Following the gene-based analysis, we further conduct a joint association analysis of two gene clusters, CHRNA5-CHRNA3-CHRNB4 and CHRNB3-CHRNA6. While both CHRNA5-CHRNA3-CHRNB4 and CHRNB3-CHRNA6 clusters are significantly associated with ND, there is a much stronger association of CHRNB3-CHRNA6 with ND when considering heterogeneous effects in gender (p-value = 2.11E-07).

Low-risk gestational trophoblastic neoplasia outcome after treatment with VMP regimen from 2005 to 2017.

OBJECTIVE: To evaluate the efficacy and toxicity of VMP regimen applied to the patients with low-risk gestational trophoblastic neoplasia (LR-GTN) treated in Anhui provincial hospital. MATERIALS AND METHODS: Between 2005 and 2017, 87 patients with low-risk gestational trophoblastic neoplasia received VMP regimen, consisted of vincristine (VCR), methotrexate (MTX) and platinum (cisplatin, carboplatin or nedaplatin), 68 of whom received VMP as their first-line chemotherapy, and 19 methotrexate-failed patients received VMP regimen as their second-line chemotherapy. The staging and scoring system was based on International Federation of Gynecology and Obstetrics (FIGO 2000) criteria. We describe and analyze their baseline characteristics, remission/resistance/recurrence rates, adverse reactions and prognosis. RESULTS: The first-line VMP protocol can achieve an 83.8% remission rate and it tended to develop resistance when the pretreatment ß-hCG reaches 7503.5 IU/L, and can achieve complete remission with FAV and EMA-CO as the salvage regimen. Among the 19 methotrexate-failed patients, 2 of whom were yet resistant to VMP regimen, followed by several courses of salvage chemotherapy such as FAV and EMP, and achieved 89.5% remission rate in second-line VMP group. Resistance to this regimen was obviously related with higher pre-treatment HCG whether used as primary or salvage treatment. Severe myelosuppression (grade 3 or 4) was shown in 4 (5.9%) of 68 cases, of which none was grade 4. CONCLUSION: For patients diagnosed with LR-GTN VMP regimen was a safe and effective treatment with a high rate of remission.

Prostaglandin E2 triggers cytochrome P450 17α hydroxylase overexpression via signal transducer and activator of transcription 3 phosphorylation and promotes invasion in endometrial cancer.

Prostaglandin E2 (PGE2) is the most common prostaglandin in the human body, meaning that its malfunction impacts on the development of numerous diseases. Prostaglandin E synthase 2 (PTGES2) is involved in the synthesis of PGE2. In the present study, immunohistochemistry of PTGES2 was performed in 152 patients with endometrial cancer and in 66 patients with normal endometria. The results indicate a notable association among increased expression of PTGES2 and age (P=0.0092) and the depth of myometrial invasion (P<0.0001). Reverse transcription-quantitative polymerase chain reaction and western blot analysis demonstrated that cytochrome P450 17α hydroxylase (CYP17), an enzyme for androgen synthesis, is overexpressed following PGE2 stimulation via signal transducer and activator of transcription 3 (STAT3) phosphorylation. ELISA also detected increased androgen (testosterone) secretion. Further invasion of endometrial cancer cells was induced at high androgen levels and when CYP17 was overexpressed. Furthermore, the present study observed that CYP17 is overexpressed via STAT3 phosphorylation in endometrial cancer cells, which grow at a high concentration of PGE2, resulting in increased androgen secretion. Concentrations of estrogen and progesterone were not elevated, while the concentration of androgens was. Overall, a high concentration of androgens caused increased invasion of endometrial cancer cells. A high concentration of androgens, which is initiated by a high expression of PTGES2 and a high concentration of PGE2, is an important promoter of myometrial invasion in endometrial cancer.

Ovarian steroid cell tumor, not otherwise specified: A case report and literature review.

Steroid cell tumors (SCT), not otherwise specified (NOS) are particularly rare ovarian sex cord-stromal tumors, which comprise <0.1% of all ovarian tumors. These tumors are uncommon in patients' prior to puberty without any typical syndromes involving hirsutism, virilization and hypertension. We here in present the case of a 5-year-old female patient who presented with sudden abdominal pain, repeated vomiting and a pelvic mass. Our patient underwent urgent exploratory laparotomy and right salpingo-oophorectomy and the histopathological examination revealed an ovarian SCT-NOS. The patient has been followed up for 5 years since the surgery, without evidence of disease recurrence. The purpose of this study was to discuss the available information on the presentation, diagnosis and recommended treatment of ovarian SCT-NOS; and describes the immunohistochemical characteristics of these tumors.

Expression of LATS family proteins in ovarian tumors and its significance.

Epithelial ovarian cancer is composed of a diverse group of tumors that can be derived from the fallopian tube, endometrium, or ovary. In this study, we explored the expression levels of LATS family members in ovarian tumors using normal ovaries, fallopian tubes, and endometrium as controls. Immunohistochemistry studies of LATS1, LATS2, Pax8, and calretinin were performed on normal ovary, fallopian tube, normal endometrium, and ovarian tumor sections. Statistical analyses were conducted using the χ(2) test, Fisher exact test, or Kruskal-Wallis H test. Patient survival was analyzed using the Kaplan-Meier method. LATS1 was expressed in normal ovarian epithelia, endometrium, and fallopian tubes, whereas LATS2 expression was observed in the normal fallopian tubes and endometrium. High expressions of LATS1 and LATS2 in serous cystadenomas gradually decreased in borderline cystadenomas and carcinomas, respectively. However, an opposite expression pattern was observed in mucinous tumors. Low expressions of LATS1 and LATS2 were also detected in clear cell carcinoma. Both LATS1 and LATS2 expression levels significantly correlated with recurrence and stage; LATS1 levels were also related with tumor grades in serous carcinoma. However, univariate and multivariate Cox regression analyses revealed that high expression of LATS1 was associated with better prognosis in patients with serous carcinoma. Both LATS1 and LATS2 were not related with the clinical variables in mucinous and clear cell carcinoma. LATS1 expression levels might be a valuable survival indicator in ovarian serous carcinoma.