The molecular mechanism associated with mammalian meiosis has yet to be fully explored, and one of the main reasons for this lack of exploration is that some meiosis-essential genes are still unknown. The profiling of gene expression during spermatogenesis has been performed in previous studies, yet few studies have aimed to find new functional genes. Since there is a huge gap between the number of genes that are able to be quantified and the number of genes that can be characterized by phenotype screening in one assay, an efficient method to rank quantified genes according to phenotypic relevance is of great importance. We proposed to rank genes by the probability of their function in mammalian meiosis based on global protein abundance using machine learning. Here, nine types of germ cells focusing on continual substages of meiosis prophase I were isolated, and the corresponding proteomes were quantified by high-resolution mass spectrometry. By combining meiotic labels annotated from the MGI mouse knockout database and the spermatogenesis proteomics dataset, a supervised machine learning package, FuncProFinder, was developed to rank meiosis-essential candidates. Of the candidates whose functions were unannotated, four of ten genes with the top prediction scores, Zcwpw1, Tesmin, 1700102P08Rik and Kctd19, were validated as meiosis-essential genes by knockout mouse models. Therefore,  mammalian meiosis-essential genes could be efficiently predicted based on the protein abundance dataset, which provides a paradigm for other functional gene mining from a related abundance dataset.

Artificial Intelligence Prediction and Counterterrorism Research paper sysadmin 6 August 2019

The use of AI in counterterrorism is not inherently wrong, and this paper suggests some necessary conditions for legitimate use of AI as part of a predictive approach to counterterrorism on the part of liberal democratic states.

Summary

• The use of predictive artificial intelligence (AI) in countering terrorism is often assumed to have a deleterious effect on human rights, generating spectres of ‘pre-crime’ punishment and surveillance states. However, the well-regulated use of new capabilities may enhance states’ abilities to protect citizens’ right to life, while at the same time improving adherence to principles intended to protect other human rights, such as transparency, proportionality and freedom from unfair discrimination. The same regulatory framework could also contribute to safeguarding against broader misuse of related technologies.
• Most states focus on preventing terrorist attacks, rather than reacting to them. As such, prediction is already central to effective counterterrorism. AI allows higher volumes of data to be analysed, and may perceive patterns in those data that would, for reasons of both volume and dimensionality, otherwise be beyond the capacity of human interpretation. The impact of this is that traditional methods of investigation that work outwards from known suspects may be supplemented by methods that analyse the activity of a broad section of an entire population to identify previously unknown threats.
• Developments in AI have amplified the ability to conduct surveillance without being constrained by resources. Facial recognition technology, for instance, may enable the complete automation of surveillance using CCTV in public places in the near future.
• The current way predictive AI capabilities are used presents a number of interrelated problems from both a human rights and a practical perspective. Where limitations and regulations do exist, they may have the effect of curtailing the utility of approaches that apply AI, while not necessarily safeguarding human rights to an adequate extent.
• The infringement of privacy associated with the automated analysis of certain types of public data is not wrong in principle, but the analysis must be conducted within a robust legal and policy framework that places sensible limitations on interventions based on its results.
• In future, broader access to less intrusive aspects of public data, direct regulation of how those data are used – including oversight of activities by private-sector actors – and the imposition of technical as well as regulatory safeguards may improve both operational performance and compliance with human rights legislation. It is important that any such measures proceed in a manner that is sensitive to the impact on other rights such as freedom of expression, and freedom of association and assembly.

AI-driven Personalization in Digital Media: Political and Societal Implications Research paper sysadmin 2 December 2019

The fallout from disinformation and online manipulation strategies have alerted Western democracies to the novel, nuanced vulnerabilities of our information society. This paper outlines the implications of the adoption of AI by the the legacy media, as well as by the new media, focusing on personalization.

Summary

• Machine learning (ML)-driven personalization is fast expanding from social media to the wider information space, encompassing legacy media, multinational conglomerates and digital-native publishers: however, this is happening within a regulatory and oversight vacuum that needs to be addressed as a matter of urgency.
• Mass-scale adoption of personalization in communication has serious implications for human rights, societal resilience and political security. Data protection, privacy and wrongful discrimination, as well as freedom of opinion and of expression, are some of the areas impacted by this technological transformation.
• Artificial intelligence (AI) and its ML subset are novel technologies that demand novel ways of approaching oversight, monitoring and analysis. Policymakers, regulators, media professionals and engineers need to be able to conceptualize issues in an interdisciplinary way that is appropriate for sociotechnical systems.
• Funding needs to be allocated to research into human–computer interaction in information environments, data infrastructure, technology market trends, and the broader impact of ML systems within the communication sector.
• Although global, high-level ethical frameworks for AI are welcome, they are no substitute for domain- and context-specific codes of ethics. Legacy media and digital-native publishers need to overhaul their editorial codes to make them fit for purpose in a digital ecosystem transformed by ML. Journalistic principles need to be reformulated and refined in the current informational context in order to efficiently inform the ML models built for personalized communication.
• Codes of ethics will not by themselves be enough, so current regulatory and legislative frameworks as they relate to media need to be reassessed. Media regulators need to develop their in-house capacity for thorough research and monitoring into ML systems, and – when appropriate –proportionate sanctions for actors found to be employing such systems towards malign ends. Collaboration with data protection authorities, competition authorities and national electoral commissions is paramount for preserving the integrity of elections and of a political discourse grounded on democratic principles.
• Upskilling senior managers and editorial teams is fundamental if media professionals are to be able to engage meaningfully and effectively with data scientists and AI engineers.

Phillies pitchers and catchers have their first workout Wednesday morning at Carpenter Complex. Almost anything can happen between Wednesday and Opening Day. That said, here is a very early prediction of the Phillies' Opening Day roster, knowing the Phillies remain in the hunt to sign Bryce Harper or Manny Machado.

The Angels head to Spring Training with most of their roster set, but there will be competition for a few spots. Here's a look at the projected roster for the Angels, as they begin their first campaign under manager Brad Ausmus.

VOLUME 289 (2014) PAGES 6604–6618In Fig. 4G, in the foxi1 panel, the images in Fig. 4G, i and l, corresponding to “smad1 MO” and “smad5 MO + samd1/9 mRNA” samples, respectively, were inadvertently reused during figure preparation. This error has now been corrected using images pertaining to each treatment and sample. This correction does not affect the results or conclusions of the work.jbc;295/52/18650/F4F1F4Figure 4G.

Rebuilding Zimbabwe's Economy: Emmerson Mnangagwa’s Immediate Priorities Expert comment sysadmin 13 December 2017

Zimbabwe cannot expect to rebuild in the same economic model that brought previous prosperity.

Returning to Harare as Zimbabwe’s president-designate Emmerson Mnangagwa declared, ‘We want to grow our economy, we want peace, we want jobs, jobs, jobs.’

Robert Mugabe leaves a legacy of an independent Zimbabwe in a deep economic crisis. Much remains uncertain as to what a new government in Zimbabwe will look like, and there is sure to be continuity as well as considerable change.

What is clear is that a new administration under Mnangagwa will need to turn the economy around to garner support and legitimacy from the Zimbabwean people. Zimbabwe’s economic output halved over the period 1997–2008, and it has not recovered. With more than 80 per cent of Zimbabweans in the informal economy, and with social and economic resilience undermined by previous crises and decades of mismanagement, the stakes for the new leader are very high.

Reform will be difficult particularly because politically connected elites have acquired businesses through uncompetitive means. They will be reluctant to see significantly more competition. But they will also want an improved economic environment. And there is scope for the people of Zimbabwe to benefit from this.

An important change will be in the prioritization of economic stability. Mugabe demonstrated that he was willing to make political decisions irrespective of the economic consequences. Mnangagwa is thought to be less ideological and more of a pragmatist. For him, delivering economic recovery will be crucial to building political support.

The most pressing fiscal priority is the public wage bill. Employment costs account for over 80 per cent of government expenditure, crowding out spending on social programmes, health and education. But the fragility of the economy means that reform cannot be fast-tracked. The public wage bill accounts for over 20 per cent of GDP and is an essential driver of demand. Public sector workers are also politically influential. Another further priority is the reform of state-owned enterprises that are pressuring the fiscus.

A new administration will need to rebuild confidence. Policymakers have been operating in a low-confidence environment for a long time, but for any meaningful change to take root there has to be trust between the government, businesses and the people of Zimbabwe. Businesses and citizens will want to see a plan of action for remonetizing the economy. Zimbabwe faces an acute liquidity crisis. A shortage of US dollars and a lack of confidence in government-issued bond notes are testing resilience.

The financial system has recovered from a crisis of nonperforming loans – triggered by high debt amassed during the post-dollarization boom, and weak corporate governance. But the system remains highly fragile and swamped with government debt. Hard cash US dollar deposits fell from 49 per cent ($582 million) in 2009 to just six per cent ($269 million) in 2016. In 2015, industrial utilization stood at just 34.3 per cent of installed capacity, and it was estimated that just five per cent of the country’s businesses were viable.

The crux of the Zimbabwean economy is the linkage between agriculture and manufacturing. Commercial agriculture contributes approximately 12 per cent of the country’s GDP, and more than 60 per cent of inputs into the manufacturing sector. Tobacco in particular is a vital earner of much needed foreign exchange. Policies to support mid-scale farmers will have multiplier effects. They drive agricultural growth and generate jobs throughout the supply chain.

Zimbabwe also has world-class natural resource endowments including ferrochrome, gold, copper, iron ore, lithium, diamonds and platinum group metals. But longer investment-gestation periods and industry risk adversity will mean that payoffs from fresh investments in this sector will take longer to materialize.

Domestic finance will need to be mobilized to generate recovery, and this will need to be supported by international investment. But international investors entering the country must be cognizant of Zimbabwean’s expectations and also historical perceptions – especially around the scepticism of neoliberal economics as a result of failed structural adjustment programmes in the 1990s.

Zimbabweans have high social expectations for international investors. Educated, tech-savvy, internationally connected youth are at the core of the consumer class that investors will be targeting, to both sell products to but also to staff offices in country. But this cohort also has a greater expectation of international companies to adhere to the norms and standards that they abide by at home and not take advantage of weak governance or poor regulation to exploit citizens.

Investors in Zimbabwe must also recognize that behind the controversial Mugabe policies of land reform and indigenization – the empowerment of local citizens through shared ownership – was a popular desire for postcolonial economic transformation. This sentiment remains. Working in partnership with local entities and communicating the economic contribution made to society will be necessary to build a long-term presence in Zimbabwe, and reap the dividend of what many hope to be a new start for the country.

Fresh thinking is required from domestic policymakers and international partners. A skilled population and estimated 3-5 million-strong diaspora will bring international experience and make a considerable contribution to this process. Some of this thinking has been done. The Lima process of re-engagement with international financial institutions that was agreed at the end of 2015 has laid some of the groundwork, especially around international expectations regarding both economic and governance reform – the substance of which was analysed in a 2016 Chatham House paper. The implementation of recommendations of the well-regarded auditor-general’s report on SOE reform will also be a key prerequisite for long-term reform.

Zimbabweans are not alone in processing what has happened and how to react. Investors have long been poised to capitalize on what is perceived to be one of the continent’s best long-term prospects. A lot will remain unchanged following the transition. But significantly, for the first time in decades, there is a real opportunity to effect positive change and improve the livelihoods of millions of Zimbabweans.

This article was originally published at the Huffington Post.

Chatham House Primer: Social media and democracy 21 March 2023 — 6:00PM TO 6:45PM Anonymous (not verified) 23 February 2023 Chatham House

From the Arab Spring to the 2016 Trump election win, how have democracies benefited and suffered from the impact of social media? 

With social media now a well-entrenched, yet still recent, component of societies, democracies are still grappling with the impact bought about by this new form of communication and promotion.

For all that social media has bought people closer together and brought government, business and civic leaders, it has also been said to have fuelled divisions and hate. Governments and businesses are now drawing battle lines on the legal responsibilities required of social media platforms as we slowly determine the role they play in our society.

This Primer will discuss key questions including:

• What are the current legal responsibilities of social media companies? What sort of laws and regulations must they abide by?
• How are governments looking to change to this?
• How have some countries manipulated social media to monitor and censor their populations?
• Can social media truly tackle harmful and dangerous content?
• Is it possible to combat disinformation and what role should social media platforms play?
• How can we make social media best fit our society in the future?
• How should we govern online space?

A drinks reception will follow this event.

As with all member events, questions from the audience drive the conversation.

In conversation with Edi Rama, prime minister of Albania 23 March 2023 — 5:30PM TO 6:30PM Anonymous (not verified) 13 March 2023 Chatham House and Online

From migration to Russia and China, how is Albania responding to the geopolitical challenges of today?

In late 2022, the UK government made a pointed remark that many of the illegal migrants attempting to get into the country were from Albania. In response, Albania prime minister Edi Rama replied that targeting Albanians as the cause of Britain’s crime and border problems ‘makes for easy rhetoric but ignores hard fact’. 

This nuanced response demonstrated the challenges and complexities that Albania faces, the same as many other countries. As well as being embroiled in the major challenge of international migration, Albania has suffered from a serious cyber-attack in July 2022 from Iran. Government networks were compromised for a month with Tirana removing the Iranian embassy in the capital.

Then there is the ongoing threat from Russia and China. Nestled in the already volatile Balkans, Albania has been at the heart of international affairs in recent months.

Prime Minister Rama speaks at Chatham House to discuss:

• How is Albania responding to Russian aggression and what is its stance on Ukraine?
• Where does Tirana believe China poses the most serious threat?
• How can countries in Europe best respond to illegal migration and better control the flow of people?
• How is the region of the Western Balkans effected by the war in Ukraine and how can it contribute to the security challenges posed by the war?

As with all member events, questions from the audience drive the conversation.

Review: Rediscovering Milan Kundera’s European tragedy The World Today mhiggins.drupal 28 March 2023

The Czech writer’s 40-year-old essay on the roots of Russia’s empire-building, ‘A Kidnapped West’, reads all too presciently, writes Stefan Auer.

A Kidnapped West: The Tragedy of Central Europe
Milan Kundera, Faber, £10

‘In November 1956, the director of the Hungarian News Agency, shortly before his office was flattened by artillery fire, sent a telex to the entire world with a desperate message announcing that the Russian attack against Budapest had begun. The dispatch ended with these words: “We are going to die for Hungary and for Europe.”’ Thus, Milan Kundera began his 1983 essay for the French journal Le Débat, reflecting on the 1956 Hungarian Uprising.

A seminal essay

The Czech author might well have written a near-identical passage about the fraught hours immediately after Russia’s invasion of Ukraine in 2022. In the event, Russian tanks failed to occupy Kyiv, unlike Budapest in 1956. Nevertheless, Faber has chosen this moment, 40 years later, to republish Kundera’s seminal essay on Europe and Russian aggression in its original translation for the New York Review of Books by Edmund White. How salient are its observations today?

The essay’s original French title, ‘Un Occident kidnappé ou la tragédie de l’Europe centrale’ (The Kidnapped West, or the Tragedy of Central Europe), described the fate of Hungary, Czechoslovakia in 1968 and, to an extent, Poland in 1980-81 at the hands of the Soviet Union. Owing to the Cold War division of Europe, the countries of Central Europe were denied their true destiny, Kundera thought, to be an integral part of the liberal, democratic West. Kundera himself fled Czechoslovakia for France in 1975.

The author of The Unbearable Lightness of Being might no longer be as well-known as he was at the height of his fame in the 1980s, but his novels and essays still deserve attention. So, it is pleasing to see Kundera’s masterpiece republished, even as it is awful to witness the enduring relevance of the questions it raises.

What did the Hungarian journalist mean when he declared his willingness to die for Europe, Kundera asked? That ‘Russians, in attacking Hungary, were attacking Europe itself. He was ready to die so that Hungary might remain Hungary and European’. The journalist did indeed die in the uprising.

It is a line that President Volodymyr Zelenskyy and his supporters abroad have echoed time and again: that Ukrainian soldiers are not just dying for their country, they are dying for Europe at large.

The ‘tragedy’ in Kundera’s essay was that the West didn’t care. ‘Europe hasn’t noticed the disappearance of its cultural home,’ Kundera wrote, ‘because Europe no longer perceives its unity as a cultural unity.’

In other words, as the cultural sphere in Central Europe continued to defy the political restrictions imposed by the Soviet empire, it embodied the western values of freedom and democracy more than the West itself did. The extent to which this analysis remains relevant today will prove decisive for Europe’s future.

As timely as ever

Kundera’s essay is as timely as ever but in ways that both vindicate and challenge his key arguments. His suspicion of Russia has been validated. His frustration about the indifference of the West less so. But the true tragedy of Ukraine would be if the West has not changed sufficiently. So far, the West appears to be doing enough to enable Ukraine to defend itself, but not enough to defeat the aggressor.

Faber has made an excellent decision in combining The Tragedy of Central Europe with a lesser-known text by Kundera: his 1967 speech to the Czech Writers’ Congress given the year before the ill-fated Prague Spring. In it, Kundera addressed what was to become a lifelong preoccupation: the fate of small nations. ‘For Czechs’, Kundera wrote, ‘nothing has ever constituted an indisputable possession – neither their language nor their belonging to Europe.’

Rather than reflecting the size of its territory or population, a small nation ‘is one whose very existence can be put in question at any moment; a small nation can disappear, and it knows it.’ In this way Ukraine, Europe’s largest country, apart from Russia, is fighting to avoid the fate of Kundera’s ‘small nation’.

Historically, the ‘small’ nations of Central Europe were threatened by both Germany and Russia. But after the Second World War, the threat was from the Soviet Union, which for Kundera was indistinguishable from Russia (tacitly including Ukraine). In its expansiveness, Russia was the opposite of Central Europe. While the latter was based on the principle of ‘the greatest variety within the smallest space’, the former represented ‘the smallest variety within the greatest space’.

In this sense, authoritarian communism was the fulfilment of Russian history, Kundera argued, writing that ‘Russian communism vigorously reawakened Russia’s old anti-western obsessions and turned it brutally against Europe’. Vladimir Putin’s Russia appears to build on these same pernicious impulses.

Kundera was widely criticized for observations in his essay that smack of civilizational racism (including by me) describing Russians as fundamentally different from us: ‘Russia knows another (greater) dimension of disaster, another image of space (a space so immense that entire nations are swallowed up in it), another sense of time (slow and patient), another way of laughing, living, and dying’.

Our objective is to explore quantitative imaging markers for early prediction of treatment response in patients with gastroenteropancreatic neuroendocrine tumors (GEP-NETs) undergoing [¹⁷⁷Lu]Lu-DOTATATE therapy. By doing so, we aim to enable timely switching to more effective therapies in order to prevent time-resource waste and minimize toxicities. Methods: Patients diagnosed with unresectable or metastatic, progressive, well-differentiated, receptor-positive GEP-NETs who received 4 sessions of [¹⁷⁷Lu]Lu-DOTATATE were retrospectively selected. Using SPECT/CT images taken at the end of treatment sessions, we counted all visible tumors and measured their largest diameters to calculate the tumor burden score (TBS). Up to 4 target lesions were selected and semiautomatically segmented. Target lesion peak counts and spleen peak counts were measured, and normalized peak counts were calculated. Changes in TBS (TBS) and changes in normalized peak count (nPC) throughout treatment sessions in relation to the first treatment session were calculated. Treatment responses were evaluated using third-month CT and were binarized as progressive disease (PD) or non-PD. Results: Twenty-seven patients were included (7 PD, 20 non-PD). Significant differences were observed in TBS_second-first, TBS_third-first, and TBS_fourth-first (where second-first, third-first, and fourth-first denote scan number between the second and first, third and first, and fourth and first [¹⁷⁷Lu]Lu-DOTATATE treatment cycles), respectively) between the PD and non-PD groups (median, 0.043 vs. –0.049, 0.08 vs. –0.116, and 0.109 vs. –0.123 [P = 0.023, P = 0.002, and P < 0.001], respectively). nPC_second-first showed significant group differences (mean, –0.107 vs. –0.282; P = 0.033); nPC_third-first and nPC_fourth-first did not reach statistical significance (mean, –0.122 vs. –0.312 and –0.183 vs. –0.405 [P = 0.117 and 0.067], respectively). At the optimal threshold, TBS_fourth-first exhibited an area under the curve (AUC) of 0.957, achieving 100% sensitivity and 80% specificity. TBS_second-first and TBS_third-first reached AUCs of 0.793 and 0.893, sensitivities of 71.4%, and specificities of 85% and 95%, respectively. nPC_second-first, nPC_third-first, and nPC_fourth-first showed AUCs of 0.764, 0.693, and 0.679; sensitivities of 71.4%, 71.4%, and 100%; and specificities of 75%, 70%, and 35%, respectively. Conclusion: TBS and nPC can predict [¹⁷⁷Lu]Lu-DOTATATE response by the second treatment session.

Unspecific bone uptake (UBU) related to [¹⁸F]PSMA-1007 PET/CT imaging represents a clinical challenge. We aimed to assess whether a combination of clinical, biochemical, and imaging parameters could predict skeletal metastases in patients with [¹⁸F]PSMA-1007 bone focal uptake, aiding in result interpretation. Methods: We retrospectively analyzed [¹⁸F]PSMA-1007 PET/CT performed in hormone-sensitive prostate cancer (PCa) patients at 3 tertiary-level cancer centers. A fourth center was involved in performing an external validation. For each, a volume of interest was drawn using a threshold method to extract SUV_max, SUV_mean, PSMA tumor volume, and total lesion PSMA. The same volume of interest was applied to CT images to calculate the mean Hounsfield units (HU_mean) and maximum Hounsfield units. Clinical and laboratory data were collected from electronic medical records. A composite reference standard, including follow-up histopathology, biochemistry, and imaging data, was used to distinguish between PCa bone metastases and UBU. PET readers with less (n = 2) or more (n = 2) experience, masked to the reference standard, were asked to visually rate a subset of focal bone uptake (n = 178) as PCa metastases or not. Results: In total, 448 bone [¹⁸F]PSMA-1007 focal uptake specimens were identified in 267 PCa patients. Of the 448 uptake samples, 188 (41.9%) corresponded to PCa metastases. Ongoing androgen deprivation therapy at PET/CT (P < 0.001) with determination of SUV_max (P < 0.001) and HU_mean (P < 0.001) independently predicted bone metastases. A composite prediction score, the bone uptake metastatic probability (BUMP) score, achieving an area under the receiver-operating-characteristic curve (AUC) of 0.87, was validated through a 10-fold internal and external validation (n = 89 bone uptake, 51% metastatic; AUC, 0.92). The BUMP score’s AUC was significantly higher than that of HU_mean (AUC, 0.62) and remained high among lesions with HU_mean in the first tertile (AUC, 0.80). A decision-curve analysis showed a higher net benefit with the score. Compared with the visual assessment, the BUMP score provided added value in terms of specificity in less-experienced PET readers (88% vs. 54%, P < 0.001). Conclusion: The BUMP score accurately distinguished UBU from bone metastases in PCa patients with [¹⁸F]PSMA-1007 focal bone uptake at PET imaging, offering additional value compared with the simple assessment of the osteoblastic CT correlate. Its use could help clinicians interpret imaging results, particularly those with less experience, potentially reducing the risk of patient overstaging.

Neoadjuvant therapy in patients with locally advanced rectal cancer (LARC) has achieved good pathologic complete response (pCR) rates, potentially eliminating the need for surgical intervention. This study investigated preoperative methods for predicting pCR after neoadjuvant short-course radiotherapy (SCRT) combined with immunochemotherapy. Methods: Treatment-naïve patients with histologically confirmed LARC were enrolled from February 2023 to July 2023. Before surgery, the patients received neoadjuvant SCRT followed by 2 cycles of capecitabine and oxaliplatin plus camrelizumab. ⁶⁸Ga-labeled fibroblast activation protein inhibitor ([⁶⁸Ga]Ga-FAPI-04) PET/MRI, [¹⁸F]FDG PET/CT, and contrast-enhanced MRI were performed before treatment initiation and before surgery in each patient. PET and MRI features and the size and number of lesions were also collected from each scan. Each parameter’s sensitivity, specificity, and diagnostic cutoff were derived via receiver-operating-characteristic curve analysis. Results: Twenty eligible patients (13 men, 7 women; mean age, 60.2 y) were enrolled and completed the entire trial, and all patients had proficient mismatch repair or microsatellite-stable LARC. A postoperative pCR was achieved in 9 patients (45.0%). In the visual evaluation, both [⁶⁸Ga]Ga-FAPI-04 PET/MRI and [¹⁸F]FDG PET/CT were limited to forecasting pCR. Contrast-enhanced MRI had a low sensitivity of 55.56% to predict pCR. In the quantitative evaluation, [⁶⁸Ga]Ga-FAPI-04 change in SUL_peak percentage, where SUL_peak is SUV_peak standardized by lean body mass, had the largest area under the curve (0.929) with high specificity (sensitivity, 77.78%; specificity, 100.0%; cutoff, 63.92%). Conclusion: [⁶⁸Ga]Ga-FAPI-04 PET/MRI is a promising imaging modality for predicting pCR after SCRT combined with immunochemotherapy. The SUL_peak decrease exceeding 63.92% may provide valuable guidance in selecting patients who can forgo surgery after neoadjuvant therapy.

A Credit-fuelled Economic Recovery Stores Up Trouble for Turkey Expert comment sysadmin 17 February 2020

Turkey is repeating the mistakes that led to the 2018 lira crisis and another freefall for the currency may not be far off.

Since the 2018 economic crisis, when the value of the lira plummeted and borrowing costs soared, Turkey’s economy has achieved a miraculous ‘V-shaped’ economic recovery from a recession lasting three quarters to a return back to quarterly growth above 1 per cent in the first three months of 2019.

But this quick turnaround has been built on vast amounts of cheap credit used to re-stimulate a consumption and construction boom. This so-called ‘triple C’ economy generated a rapid growth spurt akin to a modestly able professional sprinter injected with steroids.

This has made the currency vulnerable. The lira has steadily depreciated by 11 per cent against the US dollar since the beginning of 2019 and crossed the rate of 6 lira versus the US dollar on 7 February. And there are further warning signs on the horizon.

Credit bonanza

Statistics reveal that Turkish domestic credit grew by around 13 per cent on average throughout 2019. The credit bonanza is still ongoing. Mortgage-backed home sales jumped by a record high of 600 per cent last December alone and the 2019 budget deficit catapulted by 70 per cent due to higher government spending.

Turkey’s central bank fuelled this credit expansion by cutting interest rates aggressively to below inflation and, since the start of this year, purchasing lira-denominated bonds equivalent to around one-third of total acquisitions last year to push yields lower.

Equally, it has linked bank lending to reserve requirements – the money that banks have to keep at the central bank – to boost borrowings via state and private banks. Banks with a ‘real’ loan growth (including inflation) of between 5 and 15 per cent enjoy a 2 per cent reserve ratio on most lira deposits, which authorities adjusted from an earlier band of 10-20 per cent that did not consider double-digit inflation.

Cumulatively, bond purchases (effectively quantitative easing) and reserve management policies have also contributed to eased credit conditions.

Commercial banks have also reduced deposit rates on lira accounts to less than inflation to encourage consumption over saving. Together with low lending rates, the boost to the economy has flowed via mortgages, credit card loans, vehicle leasing transactions and general business borrowings.

Accordingly, stimulus is at the forefront of the government’s economic approach, as it was in 2017 and 2018. It does not seem to be implementing structural change to re-orient growth away from consumption towards productivity.

In addition, governance is, again, a central issue. President Recep Tayyip Erdogan’s near total monopolization of policymaking means he guides all domestic and external policies. He forced out the previous central bank governor, Murat Cetinkaya, in July 2019 because he did not share the president’s desire for an accelerated pace of interest rate reductions.

New challenges

Despite the similarities, the expected future financial turbulence will be materially different from its 2018 predecessor in four crucial respects.

Firstly, foreign investors will only be marginally involved. Turkey has shut out foreign investors since 2018 from lira-denominated assets by restricting lira swap arrangements. Unsurprisingly, the non-resident holdings of lira bonds has plummeted from 20 per cent in 2018 to less than 10 per cent today.

Secondly, the Turkish government has recently introduced indirect domestic capital controls by constraining most commercial transactions to the lira rather than to the US dollar or euro to reduce foreign currency demand in light of short-term external debt obligations of $191 billion.

Thirdly, the Turkish state banks are intervening quite regularly to soften Lira volatility, thereby transitioning from a ‘free float’ to a ‘managed float’. So far, they have spent over $37 billion over the last two years in a futile effort to buttress the lira. This level of involvement in currency markets cannot be maintained.

Fourthly, the Turkish state is being far more interventionist in the Turkish stock exchange and bond markets to keep asset prices elevated. Government-controlled local funds have participated in the Borsa Istanbul and state banks in sovereign debt to sustain rallies or reverse a bear market.

All these measures have one running idea: exclude foreign investors and no crisis will recur. Yet, when the credit boom heads to a downturn sooner or later, Turks will probably escalate lira conversions to US dollars; 51 per cent of all Turkish bank deposits are already dollar-denominated and the figure is still rising.

If Turkey’s limited foreign reserves cannot satisfy the domestic dollar demand, the government may have to impose comprehensive capital controls and allow for a double digit depreciation in the value of the lira to from its current level, with significant repercussions on Turkey’s political stability and economic climate.

To avoid this scenario, it needs to restore fiscal and monetary prudence, deal the with the foreign debt overhang in the private sector and focus on productivity-improving economic and institutional reforms to gain the confidence of global financial markets and Turks alike.

McKesson Medical-Surgical Inc. entered into an agreement with the Labor Department on Monday resolving employment discrimination issues involving nearly 900 Black, Hispanic, and White applicants at a distribution center

Trump Media and Technology Group shares rose 15% in value on Tuesday as voters cast ballots on Election Day.

Australian Prime Minister Anthony Albanese said Thursday his government will introduce legislation to ban children under 16 years of age from social media.

President-elect Donald Trump wants legal authorities to investigate what he said were possibly illegal rumors he is going to sell his majority stock stake in Trump Media. He claims he won't sell.

A low-carbohydrate diet may help adults with type 2 diabetes gain better blood sugar control and make it possible to decrease diabetes medication, a new study suggests.

Nov. 8, 2024 — Barcelona Supercomputing Center‘s Innostroke project aims to transform the prevention and monitoring of stroke, one of the leading causes of death and disability worldwide, through artificial […]

The post BSC Develops AI Model to Predict Stroke Risk Using Mobile Devices appeared first on HPCwire.

SURREY, British Columbia, Nov. 12, 2024 — Today, the Quantum Algorithms Institute (QAI) announced a partnership with Canadian companies, AbaQus and InvestDEFY Technologies, to solve common challenges in training machine learning […]

The post Quantum Algorithms Institute Drives Predictive Model Accuracy with Quantum Collaboration appeared first on HPCwire.

A hole in the atmosphere's ozone layer is the seventh-smallest since recovery began in 1992, the National Oceanic and Atmospheric Administration announced Wednesday.

Joel Bervell was one of the only Black students in his medical school program. After noticing how misconceptions about race were embedded in health care, he turned to social media to raise awareness about the harmful impact of biases in medicine. He unpacks the long history of race-based health care disparities — and shows what the medical field can do to better serve all patients.

Did you grow up in a world void of social media platforms? Then, you’re probably the last ‘lucky’ generation. A part of Generation Y and most of Generation Z have been raised alongside the internet and social media. Individuals belonging to the latter have practically been raised by such platforms, as they interact with strangers […]

The post Sacrificing the Human Psyche at the Altar of Social Media? 4 Concerning Ill-Effects to Know first appeared on What is Psychology?.

Montana's highest court has struck down a tuition tax-credit program which, as enacted by that state's legislature, allowed tuition scholarships to benefit students at private religious schools as well as secular schools.

The U.S. Supreme Court agreed to review a decision by Montana's highest court that struck down a tuition tax-credit program allowing tuition scholarships to benefit students at private religious schools.

The justices ruled 5-4 that a Montana state constitutional provision barring aid to religion discriminated against religious schools and families seeking to benefit from a tax credit for donations for scholarships.

The 5-4 decision involving a dispute in Montana appears to cast doubt on as many as 30 state constitutions that bar aid to religious schools.

AdvancED, the national accreditation company, has for the last two years operated Wyoming's entire accreditation process but the state will now do the work on its own.

The demand for substitute teacher positions is outpacing the supply, and the quality of those applying is a concern in many places.

Data suggest low-income communities are hit much harder than affluent ones, writes researcher Heather C. Hill.

New Jersey used an incorrect method to calculate Medicaid reimbursements for services provided to students with disabilities, according to a federal audit, but the state disputes that claim.

Research from REL Midwest examines the student characteristics associated with early college success in Indiana, with a focus on financial aid.

Resurrecting an old idea about assessing school quality could allow schools to examine a broad range of data on performance and practices and lead to improvement.

Texas Longhorns fans were very happy after the second edition of the College Football Playoff rankings were released Tuesday.

The court declined to take up an appeal backed by school groups of a ruling allowing some property taxpayers challenge their assessments in federal court.

On Wednesday at Moody Center, a Lamar team that went 24-7 last season should provide a tougher test for the Longhorns than in their season opener.

Tsuneya Ikezu
Oct 2, 2024; 44:e1170242024-e1170242024
Symposium

Mahsa Altafi
Oct 23, 2024; 44:e0518242024-e0518242024
Systems/Circuits

Michele Deodato
Oct 2, 2024; 44:e2308232024-e2308232024
BehavioralSystemsCognitive

Fadel Zeidan
Nov 18, 2015; 35:15307-15325
BehavioralSystemsCognitive

Kyle E. Mathewson
Mar 4, 2009; 29:2725-2732
BehavioralSystemsCognitive

Abnormal neuronal morphological features, such as dendrite branching, axonal branching, and spine density, are thought to contribute to the symptoms of depression and anxiety. However, the role and molecular mechanisms of aberrant neuronal morphology in the regulation of mood disorders remain poorly characterized. Here, we show that neuritin, an activity-dependent protein, regulates the axonal morphology of serotonin neurons. Male neuritin knock-out (KO) mice harbored impaired axonal branches of serotonin neurons in the medial prefrontal cortex and basolateral region of the amygdala (BLA), and male neuritin KO mice exhibited depressive and anxiety-like behaviors. We also observed that the expression of neuritin was decreased by unpredictable chronic stress in the male mouse brain and that decreased expression of neuritin was associated with reduced axonal branching of serotonin neurons in the brain and with depressive and anxiety behaviors in mice. Furthermore, the stress-mediated impairments in axonal branching and depressive behaviors were reversed by the overexpression of neuritin in the BLA. The ability of neuritin to increase axonal branching in serotonin neurons involves fibroblast growth factor (FGF) signaling, and neuritin contributes to FGF-2-mediated axonal branching regulation in vitro. Finally, the oral administration of an FGF inhibitor reduced the axonal branching of serotonin neurons in the brain and caused depressive and anxiety behaviors in male mice. Our results support the involvement of neuritin in models of stress-induced depression and suggest that neuronal morphological plasticity may play a role in controlling animal behavior.