Twitter Data Will Now Cost its Users

Image Credit: The Conversation (February 8, 2023)

Twitter’s New Data Fees Leave Scientists Scrambling for Funding – or Cutting Research

Twitter is ending free access to its application programming interface, or API. An API serves as a software “middleman” allowing two applications to talk to each other. An API is an accessible way to collect and share data within and across organizations. For example, researchers at universities unaffiliated with Twitter can collect tweets and other data from Twitter through their API.

Starting Feb. 9, 2023, those wanting access to Twitter’s API will have to pay. The company is looking for ways to increase revenue to reverse its financial slide, and Elon Musk claimed that the API has been abused by scammers. This cost is likely to hinder the research community that relies on the Twitter API as a data source.

The Twitter API launched in 2006, allowing those outside of Twitter access to tweets and corresponding metadata, information about each tweet such as who sent it and when and how many people liked and retweeted it. Tweets and metadata can be used to understand topics of conversation and how those conversations are “liked” and shared on the platform and by whom.

This article was republished with permission from The Conversation, a news site dedicated to sharing ideas from academic experts. It represents the research-based findings and thoughts of, Jon-Patrick Allem, Assistant Professor of Research in Population and Public Health Sciences, University of Southern California.

As a scientist and director of a research lab focused on collecting and analyzing posts from social media platforms, I have relied on the Twitter API to collect tweets pertinent to public health for over a decade. My team has collected more than 80 million observations over the past decade, publishing dozens of papers on topics from adolescents’ use of e-cigarettes to misinformation about COVID-19.

Twitter has announced that it will allow bots that it deems provide beneficial content to continue unpaid access to the API, and that the company will offer a “paid basic tier,” but it’s unclear whether those will be helpful to researchers.

Blocking Out and Narrowing Down

Twitter is a social media platform that hosts interesting conversations across a variety of topics. As a result of free access to the Twitter API, researchers have followed these conversations to try to better understand public attitudes and behaviors. I’ve treated Twitter as a massive focus group where observations – tweets – can be collected in near real time at relatively low cost.

The Twitter API has allowed me and other researchers to study topics of importance to society. Fees are likely to narrow the field of researchers who can conduct this work, and narrow the scope of some projects that can continue. The Coalition for Independent Technology Research issued a statement calling on Twitter to maintain free access to its API for researchers. Charging for access to the API “will disrupt critical projects from thousands of journalists, academics and civil society actors worldwide who study some of the most important issues impacting our societies today,” the coalition wrote.

@SMLabTO (Twitter)

The financial burden will not affect all academics equally. Some scientists are positioned to cover research costs as they arise in the course of a study, even unexpected or unanticipated costs. In particular, scientists at large research-heavy institutions with grant budgets in the millions of dollars are likely to be able to cover this kind of charge.

However, many researchers will be unable to cover the as yet unspecified costs of the paid service because they work on fixed or limited budgets. For example, doctoral students who rely on the Twitter API for data for their dissertations may not have additional funding to cover this charge. Charging for access to the Twitter API will ultimately reduce the number of participants working to understand the world around us.

The terms of Twitter’s paid service will require me and other researchers to narrow the scope of our work, as pricing limits will make it too expensive to continue to collect as much data as we would like. As the amount of data requested goes up, the cost goes up.

We will be forced to forgo data collection on some topic areas. For example, we collect a lot of tobacco-related conversations, and people talk about tobacco by referencing the behavior – smoking or vaping – and also by referencing a product, like JUUL or Puff Bar. I add as many terms as I can think of to cast a wide net. If I’m going to be charged per word, it will force me to rethink how wide a net I cast. This will ultimately reduce our understanding of issues important to society.

Difficult Adjustments

Costs aside, many academic institutions are likely to have a difficult time adapting to these changes. For example, most universities are slow-moving bureaucracies with a lot of red tape. To enter into a financial relationship or complete a small purchase may take weeks or months. In the face of the impending Twitter API change, this will likely delay data collection and potential knowledge.

Unfortunately, everyone relying on the Twitter API for data was given little more than a week’s notice of the impending change. This short period has researchers scrambling as we try to prepare our data infrastructures for the changes ahead and make decisions about which topics to continue studying and which topics to abandon.

If the research community fails to properly prepare, scientists are likely to face gaps in data collection that will reduce the quality of our research. And in the end that means a loss of knowledge for the world.

AI a New Favorite Among Retail Investors

Image Credit: Focal Foto (Flickr)

Recent Investment Trends Include Small-Cap Artificial Intelligence Stocks

C3 AI, sometimes written C3.ai, is an artificial intelligence platform that provides services for companies to build large-scale AI applications. Its stock had the fifth highest traded shares among Fidelity’s retail investors on Monday (February 6). This included a record-breaking $31.4 million worth of shares traded among the broker’s individual self-directed traders. According to Reuters, “Retail investors are piling up on small-cap firms that employ artificial intelligence amid intensifying competition between tech titans.”  The article points to Google and Microsoft as examples of companies that expect AI to be the next meaningful driver of growth.

Investors, for their part, are looking to get ahead of any acquisition spree that deep-pocketed companies may embark on, which could include buying the advanced technology by acquiring small-cap tech firms.

Focus Heightened by ChatGPT

The spotlight ChatGPT finds itself in, three months after its launch, is indicicative of the interest in this technology amongst investors and users. With applications as numerous than one can think up, the technology could outdate many services provided by tech companies like Alphabet (GOOGL), or Microsoft (MSFT) – big tech has catching up to do. This seems to have created a race by cash rich companies to not be disrupted and left behind.

Investor’s recent focus on small companies in this space prefer those that are concentrated in AI technology. One main reason is that small-cap or microcap firms in this space are likely to have AI as a more concentrated part of their business. The bet being that whether the small company continues to grow independently, or is acquired by a larger firm looking to instantly be par with current technology, doesn’t much matter, it is a win for the investor if either occurs.

And it is a win, C3 AI stock rallied 46% last week, and climbed another 6.5% on Monday. It is now up 146% year to date.

Other Companies Involved

SoundHound AI, provides a voice AI platform services, and Thailand-based security firm Guardforce AI have more than doubled so far this year, while analytics firm BigBear.AI has increased ninefold.

US-listed shares of Baidu Inc climbed after the Chinese search engine indicated it would complete an internal test of a ChatGPT-style project called “Ernie Bot” next month.

Shares of Microsoft, which supports ChatGPT parent OpenAI, had been ratcheting up over the past month. The company is expected to make an announcement on their AI gained 1.5% in premarket trading ahead of the AI plans this week. ​

Google-owner Alphabet Inc said this week it would launch Bard, a chatbot service for developers, alongside its search engine.

Take Away

Change in technology that leads to improvements in daily lives has always been a focus of investors betting on which companies will outlast the others with “the next big thing.” These companies start out as small growth companies as Apple (AAPL) did in 1976. Then, a number of paths lay ahead. They either grow on their own like the Jobs/Wozniak computer maker did, get acquired for an early payday for investors and other stakeholders, or they can be outcompeted leaving investors with a non-performing asset.

Channelchek is a platform that specializes in bringing data and research on small-cap companies, including many varieties of new technology, to the investors that insist on being informed before they place a trade. Discover more on the industries of tomorrow by signing up for notifications in your inbox from Channelchek by registering here.

Paul Hoffman

Managing Editor, Channelchek

Sources

https://www.reuters.com/markets/us/retail-investors-flock-small-cap-ai-firms-big-tech-battles-share-2023-02-07/

https://www.barrons.com/articles/c3-ai-stock-rally-bull-wall-street-51675441248?mod=Searchresults

Cathie Wood Shines Spotlight on Missed Opportunities of 2022

Image Credit: City of St Pete (Flickr)

Cathie Wood Reveals 2022’s Most Disruptive and Innovative Technologies

ARK Invest’s Cathie Wood penned a lookback-themed article about the innovations and disruptive companies of 2022. The purpose seemed to be to remind followers that although during the year, investors may have become disheartened with innovation, ‘look at the amazing opportunities that occurred.’ The innovations and companies highlighted were somewhat overlooked; following the path we are accustomed to from many breakthroughs, they fly under the radar. Then, suddenly they’re widely adopted. Below are many of her picks for innovation and companies she may now wish her funds held large positions in.

The Future of Internet

Suddenly everyone is talking about ChatGPT. According to Wood, artificial intelligence (AI), specifically, ChatGPT is advancing at a pace that is surprising even by standards set by earlier versions. This version of GPT-3, optimized for conversation, signed up one million users in just five days. By comparison, this onboarding of users is incredibly fast benchmarked against the original GPT-3, which took 24 months to reach the same level.

In 2022, TV advertising in the US underwent significant changes. Traditional, non-addressable, non-interactive TV ad spending dropped by 2% to $70 billion, according to Wood. Connected TV (CTV) ad spending on the same terms increased by 14% to ~$21 billion. Pure-play CTV operator Roku’s advertising platform revenue increased 15% year-over-year in the third quarter, the latest report available, while traditional TV scatter markets plummeted 38% year-over-year in the US. Roku maintained its position in the CTV market as the leading smart TV vendor in the US, accounting for 32% of the market.

Digital Wallets are replacing both credit cards and cash. In the category of offline commerce. They overtook cash as the top transaction method in 2020 and accounted for 50% of global online commerce volume in 2021. As an example of the growth, Square’s payment volume soared 193%, six times faster than the 30% increase in total retail spending 2019-2022 (relative to pre-COVID levels).

While overall e-commerce spending increased by 99% over the last three years, social commerce merchandise volume grew even faster. Shopify’s gross merchandise volume grew by 312%, almost four times faster than overall e-commerce and taking a significant share from other retail.

Underlying public blockchains continue to process transactions despite what may be going on surrounding the connected industries. Wood says it highlights that “their transparent, decentralized, and auditable ledgers could be a solution to the fraud and mismanagement associated with centralized, opaque institutions.” She explains, “After the FTX collapse, the share of trading volume on decentralized exchanges, which allow for trading without a central intermediary, rose 37% from 8.35% to 11.44%.

Genomic Revolution

Base editing and multiplexing have the potential to provide more effective CAR-T treatments for patients with otherwise incurable cancers. Cathie Wood provided an example from 2022 about a young girl in the UK with leukemia that went from hopeless in May to Canver-free in November.

In 2022 Dutch scientists at the Hubrecht Institute, UMC Utrecht, and the Oncode Institute used another form of gene editing called prime editing to correct the mutation that causes cystic fibrosis in human stem cells. Another example of how it is being adopted comes from  Korean researchers at Yonsei University that used prime editing successfully to treat liver and eye diseases in adult mice.

CRISPR gene editing in Cathie’s words, “has delivered functional cures for beta-thalassemia and sickle cell disease.” She gives examples: CRISPR Therapeutics and Vertex Pharmaceuticals which together have treated more than 75 patients, resulting in some well-publicized “functional cures”. They are expecting FDA approval for Exa-Cel, the treatment for sickle cell and beta thalassemia, in early 2023.

In the category the Ark Invest founder referred to as other cell and gene therapies, she says in 2022, regulators approved several landmark cell and gene therapies. The examples she used to highlight this are Hemgenix for the treatment of Haemophilia B, Zyntelgo for beta thalassemia, Skysona for cerebral adrenoleukodystrophy, Yescarta and Breyanzi for Non-Hodgkin lymphoma, Tecartus for mantle cell lymphoma, and Carvykti and Abecma for multiple myeloma.

Liquid biopsies, blood tests via molecular diagnostic testing are enabling the early detection of colorectal cancer which, if discovered at or before stage 1, have a five-year survival rate greater than 90%. Late-stage or metastatic cancers account for more than 55% of deaths over a five-year period, but only 17% of new diagnoses.

Autonomous Technology & Robotics

During 2022 electric vehicle maker Tesla sales increased by 49% even as automobile sales declined by 8%. Tesla’s share of total auto sales in the US has increased to 3.8% from 1.4% in three years.

During 2022, GM expanded its autonomous driving taxi service to most of San Francisco in the first large-scale rollout in a major US city. Then it launched in both Phoenix and Austin late in the year. The automaker with a stodgy reputation, managed to compress the time to commercialization from nine years in San Francisco to just 90 days in Austin. Tesla, for its part, expanded access to its FSD (full self-driving) beta software to all owners in North America who had requested access.

By January 4, 2023, both Amazon and Walmart had begun deliveries using drones in select US cities. Autonomous logistics technology is no longer futuristic and is likely to continue being adopted and expanded.

Across the top 50 medical device companies, 90% rely on 3D printing for prototyping, testing, and even in some cases printing medical devices.

In 2022, SpaceX nearly doubled the number of rockets it launched to 61. It reused the same rocket in as few as 21 days, a dramatic improvement over the 356 days required for its first rocket reuse. Private Space Exploration is a reality. 61 rockets is an average of more than one per week.

Take Away

Hedge fund manager Cathie Wood took the new year as an opportunity to communicate examples of game-changing innovation that the equity market largely ignored in 2022. She finds these as confidence building that the premise of many of her managed funds is with merit. More importantly, in the face of market headwinds and media criticism, she wants these examples to help boost investor confidence “that ARK’s strategies are on the right side of change.” She tells readers, “innovation solves problems and has historically gained share during turbulent times.”

Paul Hofman

Managing Editor, Channelchek

Source

https://ark-invest.com/

Release – Digerati Technologies Reports 115% Revenue Growth to $8.1 Million for First Quarter FY2023

Research, News, and Market Data on DTGI

December 16, 2022 09:05 ET | Source: Digerati Technologies

– Non-GAAP Adjusted Operating EBITDA of $1.3 Million –
– Merger with MEOA SPAC Targeted to Close in First Quarter Calendar 2023 –

SAN ANTONIO, Dec. 16, 2022 (GLOBE NEWSWIRE) — Digerati Technologies, Inc. (OTCQB: DTGI) (“Digerati” or the “Company”), a provider of cloud services specializing in UCaaS (Unified Communications as a Service) solutions for the small to medium-sized business (“SMB”) market, announced today financial results for the three months ended October 31, 2022, the Company’s first quarter for its Fiscal Year 2023.

Key Financial Highlights for the First Quarter Fiscal Year 2023 (Ended October 31, 2022)

  • Revenue increased by 115% to $8.1 million compared to $3.8 million for Q1 FY2022.
  • Gross profit increased 131% to $5.3 million compared to $2.3 million for Q1 FY2022.
  • Gross margin increased to 64.9% compared to 60.6% for Q1 FY2022.
  • Non-GAAP Adjusted EBITDA income increased by 161% to $0.8 million, excluding all non-cash items and one-time transactional expenses, compared to $0.3 million for Q1 FY2022.
  • Non-GAAP Adjusted Operating EBITDA (OPCO EBITDA) income increased by 86% to $1.3 million, excluding corporate expenses, non-cash items and one-time transactional expenses, compared to $0.7 million for Q1 FY2022.

Key Business Highlights for the First Quarter Fiscal Year 2023 (Ended October 31, 2022)

  • Announced business combination with Minority Equality Opportunities Acquisition Inc. (MEOA).
  • Appointed Derek Gietzen to President.
  • NextLevel Internet named one of the Fortune top 100 best small & medium workplaces for 2022.

Update on Plan to List on NASDAQ via Business Combination with Minority Equality Opportunities Acquisition Inc.

The Company and MEOA have made significant progress since the business combination agreement was executed on August 30, 2022. Key accomplishments include:

  • MEOA’s filing of the S-4 registration statement for the business combination on November 30, 2022.
  • Filing by MEOA of its Charter Amendment approved by the shareholders of MEOA on November 29, 2022.

The transaction results in a $105 million enterprise valuation for Digerati and has been approved by the board of directors of both Digerati and MEOA, with an expected closing in the first quarter of CY 2023, subject to shareholder, U.S. Securities and Exchange Commission (“SEC”) and NASDAQ approval.   The S-4 registration statement for the business combination is currently under review by the SEC.

Arthur L. Smith, CEO of Digerati, commented, “We continue to demonstrate successful execution of our acquisition strategy through improved quarterly financial results that included achieving record quarterly profitability in Adjusted EBITDA and Adjusted OPCO EBITDA for the Company’s first quarter in FY2023. We look forward to carrying this financial momentum into subsequent quarters as we work towards closing our merger with MEOA and moving our listing to NASDAQ that we expect will greatly enhance our ability to replicate this success with additional targeted accretive acquisitions in the future.”

Antonio Estrada, CFO of Digerati, stated, “We had a very productive quarter in streamlining our business as we approach the one-year anniversary of closing the acquisitions of SkyNet and Next Level Internet. We successfully integrated the acquired businesses as demonstrated by the improved margins and profitability resulting from operating efficiencies and elimination of redundant costs. We recently closed on a $1.5 million financing which provides us with the capital necessary to close our NASDAQ listing transaction with MEOA that includes fees for extending the SPAC, as well as attorney and audit expenses.”

Three Months ended October 31, 2022 Compared to Three Months ended October 31, 2021

Revenue for the three months ended October 31, 2022 was $8.1 million, an increase of $4.4 million or 115% compared to $3.8 million for the three months ended October 31, 2021. The increase in revenue between periods is primarily attributed to the consolidation of the closed acquisitions of SkyNet Telecom and NextLevel Internet during the period. The total number of customers increased from 2,658 for the three months ended October 31, 2021, to 4,565 customers for the three months ended October 31, 2022.

Gross profit for the three months ended October 31, 2022 was $5.3 million, resulting in a gross margin of 64.9%, compared to $2.3 million and 60.6% for the three months ended October 31, 2021.

Selling, General and Administrative expenses (excluding legal and professional fees) for the three months ended October 31, 2022 increased by $2.4 million, or 133% to $4.1 million compared to $1.8 million for the three months ended October 31, 2021. The increase in SG&A is attributed to the consolidation of the closed acquisitions of SkyNet Telecom and NextLevel Internet, and the absorbed employees responsible for service delivery for the customer base, technical support, sales, customer service and administration.

Operating loss for the three months ended October 31, 2022, was $0.4 million, a decrease of $0.2 million or 31%, compared to $0.6 million for the three months ended October 31, 2021.

Adjusted EBITDA income for the three months ended October 31, 2022, was $0.8 million, an increase of $0.5 million, or 161%, compared to an adjusted EBITDA income of $0.3 million for the three months ended October 31, 2021. In accordance with SEC Regulation G, the non-GAAP measurement of Adjusted EBITDA has been reconciled to the nearest GAAP measurement, which can be viewed under the heading “Reconciliation of Net Loss to Adjusted EBITDA” in the financial table included in this press release.

Of note were the following non-cash expenses associated with the three months ended October 31, 2022: Company recognition of stock-based compensation and warrant expense of $0.02 million and depreciation and amortization expense of $1.0 million. Gain on derivative instruments was $3.1 million for the three months ended October 31, 2022.

Non-GAAP adjusted operating EBITDA (OPCO EBITDA) for the three months ended October 31, 2022, improved to income of $1.3 million, excluding corporate expenses, an increase of $0.6 million, or 86%, compared to a non-GAAP adjusted operating EBITDA of $0.7 million for the three months ended October 31, 2021.

Net loss for the three months ended October 31, 2022, was $5.0 million, an increase of $7.4 million, as compared to net income of $2.4 million, for the three months ended October 31, 2021. The resulting EPS for the three months ended October 31, 2022, was a loss of ($0.03), as compared to income of $0.01 for the three months ended October 31, 2021.

At October 31, 2022, Digerati had $1.0 million of cash.

Use of Non-GAAP Financial Measurements

The Company believes that EBITDA (earnings before interest, taxes, depreciation and amortization) is useful to investors because it is commonly used in the cloud communications industry to evaluate companies on the basis of operating performance and leverage. Adjusted EBITDA provides an adjusted view of EBITDA that takes into account certain significant non-recurring transactions, if any, such as impairment losses and expenses associated with pending acquisitions, which vary significantly between periods and are not recurring in nature, as well as certain recurring non-cash charges such as changes in fair value of the Company’s derivative liabilities and stock-based compensation. The Company also believes that Adjusted EBITDA provides investors with a measure of the Company’s operational and financial progress that corresponds with the measurements used by management as a basis for allocating resources and making other operating decisions. Although the Company uses Adjusted EBITDA as one of several financial measures to assess its operating performance, its use is limited as it excludes certain significant operating expenses. Non-GAAP operating EBITDA (OPCO EBITDA) is useful to investors because it reflects EBITDA for the core operation of the business excluding corporate expenses, non-cash expenses and transactional expenses. EBITDA, Adjusted EBITDA, and Non-GAAP operating EBITDA are not intended to represent cash flows for the periods presented, nor have they been presented as an alternative to operating income or as an indicator of operating performance and should not be considered in isolation or as a substitute for measures of performance prepared in accordance with accounting principles generally accepted in the United States of America (“GAAP”). In accordance with SEC Regulation G, the non-GAAP measurements in this press release have been reconciled to the nearest GAAP measurement, which can be viewed under the heading “Reconciliation of Net Loss to Adjusted EBITDA” in the financial table included in this press release.

About Digerati Technologies, Inc.

Digerati Technologies, Inc. (OTCQB: DTGI) is a provider of cloud services specializing in UCaaS (Unified Communications as a Service) solutions for the business market. Through its operating subsidiaries NextLevel Internet (NextLevelinternet.com), T3 Communications (T3com.com), Nexogy (Nexogy.com), and SkyNet Telecom (Skynettelecom.net), the Company is meeting the global needs of small businesses seeking simple, flexible, reliable, and cost-effective communication and network solutions including, cloud PBX, cloud telephony, cloud WAN, cloud call center, cloud mobile, and the delivery of digital oxygen on its broadband network. The Company has developed a robust integration platform to fuel mergers and acquisitions in a highly fragmented market as it delivers business solutions on its carrier-grade network and Only in the Cloud™. 

About Minority Equality Opportunities Acquisition Inc.

Minority Equality Opportunities Acquisition Inc. is a blank check company, also commonly referred to as a special purpose acquisition company, or SPAC, organized under the laws of the Delaware and formed for the purpose of effecting a merger, share exchange, asset acquisition, share purchase, reorganization or similar business combination with companies that are minority owned, led or founded.

INVESTMENT IN ANY SECURITIES DESCRIBED HEREIN HAS NOT BEEN APPROVED OR DISAPPROVED BY THE SEC OR ANY OTHER REGULATORY AUTHORITY NOR HAS ANY AUTHORITY PASSED UPON OR ENDORSED THE MERITS OF THE OFFERING OR THE ACCURACY OR ADEQUACY OF THE INFORMATION CONTAINED HEREIN. ANY REPRESENTATION TO THE CONTRARY IS A CRIMINAL OFFENSE.

No Offer or Solicitation

This communication does not constitute an offer to sell or the solicitation of an offer to buy any securities, or a solicitation of any vote or approval, nor shall there be any sale of securities in any jurisdiction in which such offer, solicitation or sale would be unlawful prior to registration or qualification under the securities laws of any such jurisdiction.

Important Information and Where to Find It

As mentioned above, the parties have filed a registration statement on Form S-4 with the SEC (the “Registration Statement”), which includes a preliminary proxy statement for MEOA and Digerati shareholders and also serves as a prospectus related to offers and sales of the securities of the combined entity. MEOA will also file other documents regarding the proposed transaction with the SEC. A definitive proxy statement/prospectus will also be sent to the stockholders of MEOA and Digerati, seeking required stockholder approval. Before making any voting or investment decision, investors and security holders of MEOA and Digerati are urged to carefully read the entire registration statement and proxy statement/prospectus, when they become available, and any other relevant documents filed with the SEC, as well as any amendments or supplements to these documents, because they will contain important information about the proposed transaction. The documents filed with the SEC may be obtained free of charge at the SEC’s website at www.sec.gov.

In addition, the documents filed with the SEC may be obtained from MEOA’s website at https://www.meoaus.com.

Participants in the Solicitation

MEOA, Digerati and their respective directors, executive officers, other members of management, and employees, under SEC rules, may be deemed to be participants in the solicitation of proxies of Digerati’s stockholders in connection with the Business Combination. Investors and security holders may obtain more detailed information regarding the names and interests in the Business Combination of Digerati’s directors and officers in MEOA’s filings with the SEC, including the Registration Statement filed with the SEC by MEOA, which includes the proxy statement of Digerati for the Business Combination. Free copies of these documents may be obtained as described above.

Forward-Looking Statements

This press release includes certain statements that are not historical facts but are forward-looking statements for purposes of the safe harbor provisions under the applicable securities laws. Forward-looking statements generally are accompanied by words such as “believe,” “may,” “will,” “estimate,” “continue,” “anticipate,” “intend,” “expect,” “should,” “would,” “plan,” “predict,” “potential,” “seem,” “seek,” “future,” “outlook,” and similar expressions that predict or indicate future events or trends or that are not statements of historical matters.

These forward-looking statements include, but are not limited to, statements regarding the terms and conditions of the proposed business combination and related transactions disclosed herein, the timing of the consummation of such transactions, assumptions regarding shareholder redemptions and the anticipated benefits and financial position of the parties resulting therefrom. These statements are based on various assumptions and/or on the current expectations of MEOA or Digerati’s management. These forward-looking statements are provided for illustrative purposes only and are not intended to serve as and must not be relied on by any investor or other person as, a guarantee, an assurance, a prediction or a definitive statement of fact or probability. Actual events and circumstances are difficult or impossible to predict and will differ from assumptions. Many actual events and circumstances are beyond the control of MEOA and/or Digerati. These forward-looking statements are subject to a number of risks and uncertainties, including but not limited to general economic, financial, legal, political and business conditions and changes in domestic and foreign markets; the amount of redemption requests made by MEOA’s public shareholders; NASDAQ’s approval of MEOA’s initial listing application; changes in the assumptions underlying Digerati’s expectations regarding its future business; the effects of competition on Digerati’s future business; and the outcome of judicial proceedings to which Digerati is, or may become a party.

If the risks materialize or assumptions prove incorrect, actual results could differ materially from the results implied by these forward-looking statements. There may be additional risks that Digerati and MEOA presently do not know or currently believe are immaterial that could also cause actual results to differ materially from those contained in the forward-looking statements. In addition, forward-looking statements reflect expectations, assumptions, plans or forecasts of future events and views as of the date of this press release. Digerati and MEOA anticipate that subsequent events and developments will cause these assessments to change. However, while Digerati and/or MEOA may elect to update these forward-looking statements at some point in the future, each of Digerati and MEOA specifically disclaims any obligation to do so, except as required by applicable law. These forward-looking statements should not be relied upon as representing Digerati’s or MEOA (or their respective affiliates’) assessments as of any date subsequent to the date of this press release. Accordingly, undue reliance should not be placed upon the forward-looking statements.

Facebook: Digerati Technologies, Inc.
Twitter: @DIGERATI_IR
LinkedIn: Digerati Technologies, Inc.

Investors

ClearThink
Brian Loper
bloper@clearthink.capital
(602) 785-4120

In The Global Race for Fusion Energy – the U.S. Leaps Ahead

U.S. Department of Energy (Flickr)

Why Fusion Ignition is Being Hailed as a Major Breakthrough in Fusion – a Nuclear Physicist Explains

American scientists have announced what they have called a major breakthrough in a long-elusive goal of creating energy from nuclear fusion.

The U.S. Department of Energy said on Dec. 13, 2022, that for the first time – and after several decades of trying – scientists have managed to get more energy out of the process than they had to put in.

But just how significant is the development? And how far off is the long-sought dream of fusion providing abundant, clean energy? Carolyn Kuranz, an associate professor of nuclear engineering at the University of Michigan who has worked at the facility that just broke the fusion record, helps explain this new result.

What Happened in the Fusion Chamber?

Fusion is a nuclear reaction that combines two atoms to create one or more new atoms with slightly less total mass. The difference in mass is released as energy, as described by Einstein’s famous equation, E = mc2 , where energy equals mass times the speed of light squared. Since the speed of light is enormous, converting just a tiny amount of mass into energy – like what happens in fusion – produces a similarly enormous amount of energy.

Fusion is the same process that powers the Sun. NASA/Wikimedia Commons

Researchers at the U.S. Government’s National Ignition Facility in California have demonstrated, for the first time, what is known as “fusion ignition.” Ignition is when a fusion reaction produces more energy than is being put into the reaction from an outside source and becomes self-sustaining.

The technique used at the National Ignition Facility involved shooting 192 lasers at a 0.04 inch (1 mm) pellet of fuel made of deuterium and tritium – two versions of the element hydrogen with extra neutrons – placed in a gold canister. When the lasers hit the canister, they produce X-rays that heat and compress the fuel pellet to about 20 times the density of lead and to more than 5 million degrees Fahrenheit (3 million Celsius) – about 100 times hotter than the surface of the Sun. If you can maintain these conditions for a long enough time, the fuel will fuse and release energy.

The fuel is held in a tiny canister designed to keep the reaction as free from contaminants as possible. U.S. Department of Energy/Lawrence Livermore National Laboratory

The fuel and canister gets vaporized within a few billionths of a second during the experiment. Researchers then hope their equipment survived the heat and accurately measured the energy released by the fusion reaction.

So What Did They Accomplish?

To assess the success of a fusion experiment, physicists look at the ratio between the energy released from the process of fusion and the amount of energy within the lasers. This ratio is called gain.

Anything above a gain of 1 means that the fusion process released more energy than the lasers delivered.

On Dec. 5, 2022, the National Ignition Facility shot a pellet of fuel with 2 million joules of laser energy – about the amount of power it takes to run a hair dryer for 15 minutes – all contained within a few billionths of a second. This triggered a fusion reaction that released 3 million joules. That is a gain of about 1.5, smashing the previous record of a gain of 0.7 achieved by the facility in August 2021.

How Big a Deal is this Result?

Fusion energy has been the “holy grail” of energy production for nearly half a century. While a gain of 1.5 is, I believe, a truly historic scientific breakthrough, there is still a long way to go before fusion is a viable energy source.

While the laser energy of 2 million joules was less than the fusion yield of 3 million joules, it took the facility nearly 300 million joules to produce the lasers used in this experiment. This result has shown that fusion ignition is possible, but it will take a lot of work to improve the efficiency to the point where fusion can provide a net positive energy return when taking into consideration the entire end-to-end system, not just a single interaction between the lasers and the fuel.

Machinery used to create the powerful lasers, like these pre-amplifiers, currently requires a lot more energy than the lasers themselves produce. Lawrence Livermore National Laboratory, CC BY-SA

What Needs to Be Improved?

There are a number of pieces of the fusion puzzle that scientists have been steadily improving for decades to produce this result, and further work can make this process more efficient.

First, lasers were only invented in 1960. When the U.S. government completed construction of the National Ignition Facility in 2009, it was the most powerful laser facility in the world, able to deliver 1 million joules of energy to a target. The 2 million joules it produces today is 50 times more energetic than the next most powerful laser on Earth. More powerful lasers and less energy-intensive ways to produce those powerful lasers could greatly improve the overall efficiency of the system.

Fusion conditions are very challenging to sustain, and any small imperfection in the capsule or fuel can increase the energy requirement and decrease efficiency. Scientists have made a lot of progress to more efficiently transfer energy from the laser to the canister and the X-ray radiation from the canister to the fuel capsule, but currently only about 10% to 30% of the total laser energy is transferred to the canister and to the fuel.

Finally, while one part of the fuel, deuterium, is naturally abundant in sea water, tritium is much rarer. Fusion itself actually produces tritium, so researchers are hoping to develop ways of harvesting this tritium directly. In the meantime, there are other methods available to produce the needed fuel.

These and other scientific, technological and engineering hurdles will need to be overcome before fusion will produce electricity for your home. Work will also need to be done to bring the cost of a fusion power plant well down from the US$3.5 billion of the National Ignition Facility. These steps will require significant investment from both the federal government and private industry.

It’s worth noting that there is a global race around fusion, with many other labs around the world pursuing different techniques. But with the new result from the National Ignition Facility, the world has, for the first time, seen evidence that the dream of fusion is achievable.

This article was republished with permission from The Conversation, a news site dedicated to sharing ideas from academic experts. It represents the research-based findings and thoughts of, Carolyn Kuranz, Associate Professor of Nuclear Engineering, University of Michigan. Carolyn Kuranz receives funding from the National Nuclear Security Administration and Lawrence Livermore National Laboratory. She serves on a review board for Lawrence Livermore National Laboratory. She is a member of the Fusion Energy Science Advisory Committee.

Musk’s Twitter Drama is Fantastic Marketing

Image Credit: Mike Davis (Flickr)

“Twitter Files” May be With us For a While

The hashtag #TwitterFiles is trending on Twitter and is likely to be for some time to come. After Elon Musk released the first set of documents that strongly suggests wrongdoing by both political parties, agencies of the government, and perhaps even elected officials, Twitter founder and former CEO Jack Dorsey joined the discussion on the social media/microblogging site. Dorsey’s tweet suggested impatience with the method with which Musk is sharing what is discovered within the Twitter offices and files.  

Dorsey (@Jack) tweeted on Wednesday, “If the goal is transparency to build trust, why not just release everything without filter and let people judge for themselves?” He further tweeted, “Including all discussions around current and future actions? Make everything public now. #TwitterFiles.”

Elon Musk, who has promised to make Twitter more open tweeted back, “Most important data was hidden (from you too) and some may have been deleted, but everything we find will be released.”

The cause for Dorsey’s tweet may have been the result of learning that Jim Baker, a former FBI lawyer, was filtering documents released in the exposé. This was mentioned by Matt Taibbi the writer of the first installment of the “Twitter Files.” Taibbi suggested there is a delay in getting the second installment out because Baker was filtering documents to be released in the exposé, leading to the delay of the second batch of information. The journalist chosen to present the second installment of the Twitter files is named Bari Weiss.

Jim Baker has a reputation that includes distrust, and his name is often preceded by the word “disgraced [former FBI agent].” “The news that Baker was reviewing the ‘Twitter Files’ surprised everyone involved, to say the least,” Taibbi tweeted Tuesday night. ” Twitter chief Elon Musk acted quickly to ‘exit’ Baker Tuesday.”

Future installments are being compiled, according to Taibbi. “Reporters resumed searches through Twitter Files material — a lot of it — today,” he tweeted. “The next installment of ‘The Twitter Files’ will appear @bariweiss. Stay tuned.”

Does Jim Baker deserve to be scorned? Baker’s alleged involvement in the Twitter censorship of the Hunter Biden laptop in the final weeks of the 2020 presidential election has become a news story all its own, in a blog post by Jonathan Turley who is a constitutional law expert, Turley wrote a review titled “Six Degrees from James Baker: A Familiar Figure Reemerges With the Release of the Twitter Files.”

Was Dorsey involved in censorship? As for Dorsey’s level of involvement in censorship at Twitter before he was forced out, Taibbi referenced the former executive a number of times. “An amazing subplot of the Twitter/Hunter Biden laptop affair was how much was done without the knowledge of CEO Jack Dorsey, and how long it took for the situation to get ‘unf***ed’ (as one ex-employee put it) even after Dorsey jumped in,” Taibbi tweeted Friday.

“There are multiple instances in the files of Dorsey intervening to question suspensions and other moderation actions for accounts across the political spectrum,” Taibbi tweeted.

There is nothing better than drama to draw people to social media platforms. Musk’s open file policy is creating substantial drama and, for many, increased usage of Twitter. If Musk was to release the files all at once, as suggested by Jack Dorsey, the platform would have one large burst of activity and then settle down. The method he instead is using to share information includes assigning a journalist to unveil batches of documents, and this ought to keep the #TwitterFiles trending into 2023 and increase Twitter’s user base.

Paul Hoffman

Managing Editor, Channelchek

Sources

Jonathan Turley Blog

https://www.newsmax.com/newsfront/jack-dorsey-twitter-twitter-files/2022/12/07/id/1099552/?fbclid=IwAR2282nibsrSQorrtVo3q62HjZPFMps-usQ8PxbB6MlKINwT-100msznpA0

Jack Dorsey Tweet

Scientists Uncover a Surprise in the Function of Essential Genes 

Image Credit: National Human Research Institute (Flickr)

Scientists Unveil the Functional Landscape of Essential Genes

Nicole Davis | Whitehead Institute

A team of scientists at the Whitehead Institute for Biomedical Research and the Broad Institute of MIT and Harvard has systematically evaluated the functions of over 5,000 essential human genes using a novel, pooled, imaged-based screening method. Their analysis harnesses CRISPR-Cas9 to knock out gene activity and forms a first-of-its-kind resource for understanding and visualizing gene function in a wide range of cellular processes with both spatial and temporal resolution. The team’s findings span over 31 million individual cells and include quantitative data on hundreds of different parameters that enable predictions about how genes work and operate together. The new study appears in the Nov. 7 online issue of the journal Cell.

“For my entire career, I’ve wanted to see what happens in cells when the function of an essential gene is eliminated,” says MIT Professor Iain Cheeseman, who is a senior author of the study and a member of Whitehead Institute. “Now, we can do that, not just for one gene but for every single gene that matters for a human cell dividing in a dish, and it’s enormously powerful. The resource we’ve created will benefit not just our own lab, but labs around the world.”

Systematically disrupting the function of essential genes is not a new concept, but conventional methods have been limited by various factors, including cost, feasibility, and the ability to fully eliminate the activity of essential genes. Cheeseman, who is the Herman and Margaret Sokol Professor of Biology at MIT, and his colleagues collaborated with MIT Associate Professor Paul Blainey and his team at the Broad Institute to define and realize this ambitious joint goal. The Broad Institute researchers have pioneered a new genetic screening technology that marries two approaches — large-scale, pooled, genetic screens using CRISPR-Cas9 and imaging of cells to reveal both quantitative and qualitative differences. Moreover, the method is inexpensive compared to other methods and is practiced using commercially available equipment.

“We are proud to show the incredible resolution of cellular processes that are accessible with low-cost imaging assays in partnership with Iain’s lab at the Whitehead Institute,” says Blainey, a senior author of the study, an associate professor in the Department of Biological Engineering at MIT, a member of the Koch Institute for Integrative Cancer Research at MIT, and a core institute member at the Broad Institute. “And it’s clear that this is just the tip of the iceberg for our approach. The ability to relate genetic perturbations based on even more detailed phenotypic readouts is imperative, and now accessible, for many areas of research going forward.”

Cheeseman adds, “The ability to do pooled cell biological screening just fundamentally changes the game. You have two cells sitting next to each other and so your ability to make statistically significant calculations about whether they are the same or not is just so much higher, and you can discern very small differences.”

Cheeseman, Blainey, lead authors Luke Funk and Kuan-Chung Su, and their colleagues evaluated the functions of 5,072 essential genes in a human cell line. They analyzed four markers across the cells in their screen — DNA; the DNA damage response, a key cellular pathway that detects and responds to damaged DNA; and two important structural proteins, actin and tubulin. In addition to their primary screen, the scientists also conducted a smaller, follow-up screen focused on some 200 genes involved in cell division (also called “mitosis”). The genes were identified in their initial screen as playing a clear role in mitosis but had not been previously associated with the process. These data, which are made available via a companion website, provide a resource for other scientists to investigate the functions of genes they are interested in.

“There’s a huge amount of information that we collected on these cells. For example, for the cells’ nucleus, it is not just how brightly stained it is, but how large is it, how round is it, are the edges smooth or bumpy?” says Cheeseman. “A computer really can extract a wealth of spatial information.”

Flowing from this rich, multi-dimensional data, the scientists’ work provides a kind of cell biological “fingerprint” for each gene analyzed in the screen. Using sophisticated computational clustering strategies, the researchers can compare these fingerprints to each other and construct potential regulatory relationships among genes. Because the team’s data confirms multiple relationships that are already known, it can be used to confidently make predictions about genes whose functions and/or interactions with other genes are unknown.

There are a multitude of notable discoveries to emerge from the researchers’ screening data, including a surprising one related to ion channels. Two genes, AQP7 and ATP1A1, were identified for their roles in mitosis, specifically the proper segregation of chromosomes. These genes encode membrane-bound proteins that transport ions into and out of the cell. “In all the years I’ve been working on mitosis, I never imagined ion channels were involved,” says Cheeseman.

He adds, “We’re really just scratching the surface of what can be unearthed from our data. We hope many others will not only benefit from — but also build upon — this resource.”

This work was supported by grants from the U.S. National Institutes of Health as well as support from the Gordon and Betty Moore Foundation, a National Defense Science and Engineering Graduate Fellowship, and a Natural Sciences and Engineering Research Council Fellowship.

A team of scientists at the Whitehead Institute for Biomedical Research and the Broad Institute of MIT and Harvard has systematically evaluated the functions of over 5,000 essential human genes using a novel, pooled, imaged-based screening method. Their analysis harnesses CRISPR-Cas9 to knock out gene activity and forms a first-of-its-kind resource for understanding and visualizing gene function in a wide range of cellular processes with both spatial and temporal resolution. The team’s findings span over 31 million individual cells and include quantitative data on hundreds of different parameters that enable predictions about how genes work and operate together. The new study appears in the Nov. 7 online issue of the journal Cell.

“For my entire career, I’ve wanted to see what happens in cells when the function of an essential gene is eliminated,” says MIT Professor Iain Cheeseman, who is a senior author of the study and a member of Whitehead Institute. “Now, we can do that, not just for one gene but for every single gene that matters for a human cell dividing in a dish, and it’s enormously powerful. The resource we’ve created will benefit not just our own lab, but labs around the world.”

Systematically disrupting the function of essential genes is not a new concept, but conventional methods have been limited by various factors, including cost, feasibility, and the ability to fully eliminate the activity of essential genes. Cheeseman, who is the Herman and Margaret Sokol Professor of Biology at MIT, and his colleagues collaborated with MIT Associate Professor Paul Blainey and his team at the Broad Institute to define and realize this ambitious joint goal. The Broad Institute researchers have pioneered a new genetic screening technology that marries two approaches — large-scale, pooled, genetic screens using CRISPR-Cas9 and imaging of cells to reveal both quantitative and qualitative differences. Moreover, the method is inexpensive compared to other methods and is practiced using commercially available equipment.

“We are proud to show the incredible resolution of cellular processes that are accessible with low-cost imaging assays in partnership with Iain’s lab at the Whitehead Institute,” says Blainey, a senior author of the study, an associate professor in the Department of Biological Engineering at MIT, a member of the Koch Institute for Integrative Cancer Research at MIT, and a core institute member at the Broad Institute. “And it’s clear that this is just the tip of the iceberg for our approach. The ability to relate genetic perturbations based on even more detailed phenotypic readouts is imperative, and now accessible, for many areas of research going forward.”

Cheeseman adds, “The ability to do pooled cell biological screening just fundamentally changes the game. You have two cells sitting next to each other and so your ability to make statistically significant calculations about whether they are the same or not is just so much higher, and you can discern very small differences.”

Cheeseman, Blainey, lead authors Luke Funk and Kuan-Chung Su, and their colleagues evaluated the functions of 5,072 essential genes in a human cell line. They analyzed four markers across the cells in their screen — DNA; the DNA damage response, a key cellular pathway that detects and responds to damaged DNA; and two important structural proteins, actin and tubulin. In addition to their primary screen, the scientists also conducted a smaller, follow-up screen focused on some 200 genes involved in cell division (also called “mitosis”). The genes were identified in their initial screen as playing a clear role in mitosis but had not been previously associated with the process. These data, which are made available via a companion website, provide a resource for other scientists to investigate the functions of genes they are interested in.

“There’s a huge amount of information that we collected on these cells. For example, for the cells’ nucleus, it is not just how brightly stained it is, but how large is it, how round is it, are the edges smooth or bumpy?” says Cheeseman. “A computer really can extract a wealth of spatial information.”

Flowing from this rich, multi-dimensional data, the scientists’ work provides a kind of cell biological “fingerprint” for each gene analyzed in the screen. Using sophisticated computational clustering strategies, the researchers can compare these fingerprints to each other and construct potential regulatory relationships among genes. Because the team’s data confirms multiple relationships that are already known, it can be used to confidently make predictions about genes whose functions and/or interactions with other genes are unknown.

There are a multitude of notable discoveries to emerge from the researchers’ screening data, including a surprising one related to ion channels. Two genes, AQP7 and ATP1A1, were identified for their roles in mitosis, specifically the proper segregation of chromosomes. These genes encode membrane-bound proteins that transport ions into and out of the cell. “In all the years I’ve been working on mitosis, I never imagined ion channels were involved,” says Cheeseman.

He adds, “We’re really just scratching the surface of what can be unearthed from our data. We hope many others will not only benefit from — but also build upon — this resource.”

This work was supported by grants from the U.S. National Institutes of Health as well as support from the Gordon and Betty Moore Foundation, a National Defense Science and Engineering Graduate Fellowship, and a Natural Sciences and Engineering Research Council Fellowship.

Reprinted with permission from MIT News” ( http://news.mit.edu/ )

Artemis Program to Benefit Many Companies

Image Courtesy of Aerojet Rocketdyne

Billions in Artemis Program Budget Could Cause these Companies to Rocket

What companies could gain from the Artemis missions to the moon?

The multibillion-dollar Artemis program has been unfolding over the past several years. The most recent success is the 322-foot-tall Space Launch System (SLS), the most powerful rocket NASA has developed, and the Orion spacecraft. This is all designed to, in time, safely carry astronauts to the moon’s orbit and provide a platform for the U.S. to return to the moon’s surface for the first time since 1972.

The mission of Artemis One is to test a powerful NASA rocket called the Space Launch System, as well as the Orion spacecraft that the rocket will ferry into orbit. After the Florida launch, NASA plans to use the SLS rocket to direct Orion on a route around the moon, after which the vehicle’s crewless capsule will return to Earth and parachute into the Pacific Ocean. Those steps represent another trial geared toward ensuring the Orion crew module can safely bring astronauts back from orbit.

The initial mission will help set the stage for a crewed mission to the moon that NASA hopes to conduct as early as 2025. These efforts will entail higher technology and special equipment designed especially for a unique purpose. With billions being spent, investors may ask what companies may benefit. Obviously, the major contractors, then subcontractors and material suppliers.

The cost of SLS is shown above. Additionally, the cost to assemble, integrate, prepare and launch the SLS and its payloads are funded separately under Exploration Ground Systems, currently at about $600 million per year. (Source:Wikipedia)

Major Contractors

Keeping in mind that an unsuccessful launch could weigh on these companies, as much as they may be propelled by continued success, these are prime contractors. NASA’s prime contractors for the rock launch system is Aerojet Rocketdyne (AJRD), Boeing (NYSE: BA), and Northrop Grumman (NOC). As a note, AJRD showed up as one of 5 portfolio holdings of hedge fund manager Michael Burry.

Lockheed Martin (LMT) is the prime contractor on the Orion spacecraft, while NASA’s prime contractors for the rocket launch system include Redwire’s (RDW) critical sun sensor components and advanced optical imaging technologies, they will be launching on NASA’s Orion spacecraft as a part of the space agency’s Artemis One mission. Aeva Technologies (AEVA) is also involved with a LiDAR-based mobile terrain-mapping and navigation system for lunar and other planet exploration, while KULR Technology Group (KULR) has a battery safety contract with NASA to test its lithium-ion cells going into battery packs designed for the Artemis Program.

Raytheon Technologies'(RTX) was selected to advance spacewalking capabilities in low-Earth orbit and on the Moon. Goodyear Tire & Rubber (GT) has been contracted to develop tires to perform on the lunar surface.

Rocket Lab (RKLB) has been called upon to test new orbits around the moon. For communications, Lockheed Martin (LMT), Amazon (AMZN), and Cisco (CSCO) are working in conjunction to develop a new voice, AI, and tablet-based video technologies for use around the moon.

The companies being called upon is expected to grow rapidly after scientific experiments begin on the moon’s surface.

Paul Hoffman

Managing Editor, Channelchek

Sources

https://en.wikipedia.org/wiki/Space_Launch_System#:~:text=The%20Space%20Launch%20System%20(abbreviated,2022%20from%20Kennedy%20Space%20Center.

https://www.wsj.com/articles/artemis-i-launch-moon-mission-nasa-11668529576?mod=Searchresults_pos1&page=1

https://seekingalpha.com/news/3877127-nasa-is-going-to-the-moon-will-these-stocks-benefit

Telomeres and New Findings on Cancer Mortality

Image Credit: Steve Jurvetson (Flickr)

How Cancer Cells can Become Immortal – New Research Finds a Mutated Gene that Helps Melanoma Defeat the Normal Limits on Repeated Replication

A defining characteristic of cancer cells is their immortality. Usually, normal cells are limited in the number of times they can divide before they stop growing. Cancer cells, however, can overcome this limitation to form tumors and bypass “mortality” by continuing to replicate.

Telomeres play an essential role in determining how many times a cell can divide. These repetitive sequences of DNA are located at the ends of chromosomes, structures that contain genetic information. In normal cells, continued rounds of replication shorten telomeres until they become so short that they eventually trigger the cell to stop replicating. In contrast, tumor cells can maintain the lengths of their telomeres by activating an enzyme called telomerase that rebuilds telomeres during each replication.

Telomeres are protective caps at the ends of chromosomes

Telomerase is encoded by a gene called TERT, one of the most frequently mutated genes in cancer. TERT mutations cause cells to make a little too much telomerase and are thought to help cancer cells keep their telomeres long even though they replicate at high rates. Melanoma, an aggressive form of skin cancer, is highly dependent on telomerase to grow, and three-quarters of all melanomas acquire mutations in telomerase. These same TERT mutations also occur across other cancer types.

Unexpectedly, researchers found that TERT mutations could only partially explain the longevity of telomeres in melanoma. While TERT mutations did indeed extend the life span of cells, they did not make them immortal. That meant there must be something else that helps telomerase allow cells to grow uncontrollably. But what that “second hit” might be has been unclear.

This article was republished with permission from The Conversation, a news site dedicated to sharing ideas from academic experts. It represents the research-based findings and thoughts of Pattra Chun-On Ph.D. Candidate in Environmental and Occupational Health, University of Pittsburgh Health Sciences and Jonathan Alder Assistant Professor of Medicine, University of Pittsburgh Health Sciences.

We are researchers who study the role telomeres play in human health and diseases like cancer in the Alder Lab at the University of Pittsburgh. While investigating the ways that tumors maintain their telomeres, we and our colleagues found another piece to the puzzle: another telomere-associated gene in melanoma.

Cell Immortality Gets a Boost

Our team focused on melanoma because this type of cancer is linked to people with long telomeres. We examined DNA sequencing data from hundreds of melanomas, looking for mutations in genes related to telomere length.

We identified a cluster of mutations in a gene called TPP1. This gene codes for one of the six proteins that form a molecular complex called shelterin that coats and protects telomeres. Even more interesting is the fact that TPP1 is known to activate telomerase. Identifying the TPP1 gene’s connection to cancer telomeres was, in a way, obvious. After all, it was more than a decade ago that researchers showed that TPP1 would increase telomerase activity.

We tested whether having an excess of TPP1 could make cells immortal. When we introduced just TPP1 proteins into cells, there was no change in cell mortality or telomere length. But when we introduced TERT and TPP1 proteins at the same time, we found that they worked synergistically to cause significant telomere lengthening.

To confirm our hypothesis, we then inserted TPP1 mutations into melanoma cells using CRISPR-Cas9 genome editing. We saw an increase in the amount of TPP1 protein the cells made, and a subsequent increase in telomerase activity. Finally, we returned to the DNA sequencing data and found that 5% of all melanomas have a mutation in both TERT and TPP1. While this is still a significant proportion of melanomas, there are likely other factors that contribute to telomere maintenance in this cancer.

Our findings imply that TPP1 is likely one of the missing puzzle pieces that boost telomerase’s capacity to maintain telomeres and support tumor growth and immortality.

Making Cancer Mortal

Knowing that cancer use these genes in their replication and growth means that researchers could also block them and potentially stop telomeres from lengthening and make cancer cells mortal. This discovery not only gives scientists another potential avenue for cancer treatment but also draws attention to an underappreciated class of mutations outside the traditional boundaries of genes that can play a role in cancer diagnostics.

Blockchain and Web 3 Communities Get More Visibility Into Their Networks

Image Credit: Dejan Krsmanovic (Flickr)

Helping Blockchain Communities Fix Bugs

Zach Winn | MIT News Office

If the crypto enthusiasts are right, the next decade will see billions of people begin using applications built off distributed, user-owned blockchains. The new paradigm has been dubbed Web 3. But Web 3 still has some significant challenges to overcome if it’s going to replace the digital world as we know it.

Blockchain networks, for instance, are going to need an efficient way of detecting and resolving performance problems. Current analytics tools are built for companies to monitor their websites and apps. Such services need only be designed for one user. In the decentralized world of the blockchains, however, the users are the owners, turning the traditional model of maintenance and bug fixes on its head.

The company Metrika, founded by an MIT alumnus, has developed a suite of tools to help the distributed communities of the blockchain world monitor and improve their networks. The company allows users to create alerts, access reports, and view real-time community dashboards that visualize network performance, problems, and trends over time.

“Metrika is a community-based monitoring and collaboration platform,” founder and CEO Nikos Andrikogiannopoulos SM ’06, MBA ’11 says. “We’re making [blockchain network] telemetry a public good for everyone. These applications are holding billions of dollars in assets, so it’s unimaginable that we wouldn’t have service assurance and deep visibility of what is happening in real-time.”

Metrika is currently providing services for popular blockchain protocols including Ethereum, Algorand, Flow, and Solana. The company plans to expand that list as other networks grow in popularity in hopes of enabling the much-hyped shift to Web 3.

“Our vision at Metrika is to become a critical layer of the Web 3 world,” Andrikogiannopoulos says. “Ten years from now, kids will be interacting with assets on their mobile phone. The idea of a bank account will be foreign to them. There will be no corner banks. The whole idea of finance will not go through physical stores and bank accounts — you’ll have assets on every application you use. In that world, where everything is happening on a blockchain, how can Metrika help provide the observability, reliability, and visibility of the blockchain network?”

Bouncing Ideas Off MIT

Andrikogiannopoulos first came to MIT as a graduate student in 2004 and he likes to say he never really left. To this day he lives in Cambridge with his wife, who works at MIT, and returns to campus often.

After earning his second MIT degree, an MBA from the Sloan School of Management, Andrikogiannopoulos began a telecommunications consulting job. During lunch breaks, he’d return to MIT to work with the Venture Mentoring Services (VMS), where entrepreneurs from the MIT community can connect with mentors and receive advice. While kicking around telecommunications startup ideas, a VMS mentor connected him to internet entrepreneur Rubin Gruber, who suggested he explore the blockchain space instead.

It was mid 2018 — what many remember as the “crypto winter” for the lull in blockchain hype and the corresponding crash of crypto prices. But Andrikogiannopoulos began researching the industry and networking with people in the blockchain space, including an MIT alumnus working at the blockchain company Algorand, which was founded by Silvio Micali, the Ford Foundation Professor of Engineering at MIT.

A few months after their initial talk, Andrikogiannopoulos returned to Gruber’s office and told him blockchains were lacking monitoring and operational intelligence.

The problem stems from the decentralized structure of blockchains. Each user operates as a node in the system by creating, receiving, and moving data through their server. When users encounter a problem, they need to figure out if the problem lies within their node or involves the network as a whole.

“They might go on Twitter and Discord and ask other users what they’re experiencing,” Andrikogiannopoulos says. “They’re trying to triangulate the problem, and it takes several hours for them to figure out the issue, coordinate a response, and resolve it.”

To build Metrika, Andrikogiannopoulos set up open-source nodes across the globe that pull data from the nodes and networks, then aggregate those data into easy-to-understand reports and other tools.

“We act as public infrastructure, so users get visibility through dashboards, alerting, and reports, and then we add collaboration tools on top of that,” Andrikogiannopoulos explains.

By 2019, Metrika had begun detecting problems with node performance, staking, network latency, and errors like blocks not being produced at the right rate. Andrikogiannopoulos showed his progress to employees at Algorand, who expressed interest, so he continued building out Metrika’s suite of tools.

“You can see the idea of Metrika bounced across the entire MIT ecosystem,” Andrikogiannopoulos says. “It’s crucial when you start companies that you have these kinds of insight and resource-rich environments like MIT, where you can iterate on your ideas and find team members to join you.”

Enabling Web 3

Blockchains are no longer a niche technology. Around the world, companies in finance and logistics, as well gamers and other creatives, are adopting the technology.

“The blockchain world up to today has been a large experiment,” Andrikogiannopoulos says. “A lot of this infrastructure just hasn’t been built. But Bitcoin proved this can work outside of the traditional finance world, and Ethereum is bringing it to another level with applications, smart contracts, and by creating essentially a decentralized, smart computer. We think about enabling that world we see coming.”

As Metrika continues building out solutions to monitor blockchains, it also wants to offer services for the many applications being built on top of that infrastructure.

“In the future, if a blockchain transaction doesn’t go through and you’re Goldman Sachs or JP Morgan, you need to know why that transaction didn’t go through and what happened,” Andrikogiannopoulos says. “Or if you’re an application playing a game or buying assets and the transactions are lagging, you need to understand why the user experience is being impacted. In Web 3 these things are every important because of the scale and the flow of value we’re talking about.”

For Nikos, improving blockchain performance is not just about optimizing networks. It’s also about helping to usher in the world of open finance and open applications that Web 3 promises.

“We’ve reached 17 hours of outage on blockchain networks in some cases, but what’s even more important to me is not the outages themselves, but the infrastructure needed to avoid them as the industry continues maturing,” Nikos says. “These problems can compromise trust as we’re onboarding users into the Web 3 world. Metrika’s mission is to enable a compelling Web 3 ecosystem.”

October’s Stock Market Performance Has a Valuable Lesson

Image Credit: Jordan Doane (500px.com)

Looking Back at October and Forward to Year-End 2022

The stock market for October was a home run for many industries. In fact, only a few market sectors were negative, each by less than one percent. After a losing first three quarters in most categories, investors are now asking, are we out of the losing slump? Did I already miss the best plays? There are still two months left in 2022, and there are a number of expected events that could cause high volatility (up/down). If you’ve been a market spectator, you want to know, should I get on the field and maybe take advantage of this streak? If you’ve been involved and are now at a recent high, you may instead consider taking a seat for the last two months.

Let’s look back and then forward as we enter the final two months of the year. Below we look at the month behind us in stocks, gold, and crypto. There is something that may be unfolding is stocks that is worth steering around.

Major Market Indexes for October

Source: Koyfin

Large industrials, as measured by the Dow 30, had the best comparative performance in October. In fact, the Dow had its best month since 1976. Some investors have been rotating out of large high-tech and into more traditional businesses, like large industrial companies. Another reason it has gotten attention is of the 30 stocks in the Dow Industrials, at least 27 are expected to pay dividends; the lower stock prices from months of decline have raised the expected dividend yields to levels where investors are finding value and doing some reallocating. For example, Dow Chemicals (DOW)with a yield near 5% (plus any appreciations) or Verizon (VZ) at 7% can be appealing, especially for assets of retirees.

The small-cap stocks, as measured by the Russell 2000, weren’t far behind the Dow 30. This group has been lagging for some time and, by many measures, including price/earnings, offers value, while many larger stocks are still considered overpriced. Another thing working in favor of small U.S.-based companies is a likely customer universe that is not hurt by a strong dollar and international trade. In fact, there are small companies that can be shown to have benefitted from a strong native currency and have a competitive advantage with lower borrowing needs. Many analysts expect continued outperformance of the small-cap sector as it offers value and less global disruption.

The top 500 largest stocks, as measured by the S&P 500, had a very good month but are being dragged down by the large weighting of a few huge companies that the market feels have gotten way ahead of where they should be reasonably priced. The Nasdaq 100, shown above as returning only around 3.6%, has been hurt by this index weighting as well. These indexes had once benefitted from these few stocks flying high during the pandemic; the post-pandemic world, as well as global headwinds, are now working against them.

Major Market Indexes Through 10/2022

Source: Koyfin

Investors have been taught that index funds and ETFs provide diversification, but that has never been true of Dow-indexed funds (30 stocks). And the S&P and Nasdaq 100, with heavy weightings in a few companies, only give the illusion of broad exposure. The S&P 500 and Nasdaq 100 relative performance during October may cause more investors to consider hand-selecting companies with lower P/Es, lower global exposure, and higher growth potential.

Sectors Within S&P Index

Source: Koyfin

Oil companies regained their lead as they have been a sector detached from other stocks since late 2019. The industrial sector was second and followed by the only other industry above double digits, finance. Most (not all) financial companies benefit from higher interest rates, and those that take deposits (short-term) and lend money (long-term) do best with a steep yield curve.

On the bottom of the list are consumer discretionary companies, which are hurt by the strong dollar and a weakening economy; this sector is followed by communication. Communication is worth a deeper dive as it exemplifies how the weighting of stocks in popular indexes can hurt index returns – some say high-flying, highly weighted stocks are even in a bubble.

Below the chart compares two names in the S&P 500 that are also represented in the communications index. Meta (META) is 17.70% of the index and is down 30% in October. AT&T (T) is 4.70% of the communications index; it returned nearly 20% for the month. The funds weighting methodology that worked to the advantage of index investors, until it didn’t, has worked against some index investors.

Source: Koyfin

There is a rivalry of sorts between larger, more accepted cryptocurrencies and gold. Gold wants to regain its centuries-old place as the hard asset that best represents safety, even in the worst conditions, and Bitcoin or Ether, which is looking for respect, as the alternative asset that represents safety.

Crypto has been loosely moving in the same direction as stocks all year. October was no exception, as its price per dollar rose significantly during the month. Gold, despite much worry in the world, continued a slow downtrend.

Gold and Bitcoin Performance

Source: Koyfin

Take Away

Stock market participants that held on finally got a month where it was hard not to come out ahead. The question now is, do you take the gains and sit tight while the fed tightening, election, war, and global recession settle? Or do you look at the current dynamics and allocate where the highest probability of success lies? Maybe small-cap value stocks or oil and gas companies.

There is one thing investors have been warned about repeatedly over the years by well-respected investors, including Michael Burry. There is a risk inherent in indexes now that a few extremely “overpriced” stocks represent a large percentage of index funds.

Investors evaluating smaller, individual stocks have found the data and analysis on Channelchek to be indispensable. Be sure to sign-up for Channelchek at no cost to receive unbiased research on companies that are less talked about, but may have a place in your portfolio mix.

Paul Hoffman

Managing Editor, Channelchek

Sources

https://home.treasury.gov/news/press-releases/jy1062

https://indexarb.com/dividendYieldSorteddj.html

https://www.marketwatch.com/investing/fund/xlc/holdings

$1.8 Billion Cancer “Moonshot” includes MCED Development

Image Credit: Karolina Grawbowska (Pexels)

A Blood Test that Screens for Multiple Cancers at Once Promises to Boost Early Detection

Detecting cancer early before it spreads throughout the body can be lifesaving. This is why doctors recommend regular screening for several common cancer types, using a variety of methods. Colonoscopies, for example, screen for colon cancer, while mammograms screen for breast cancer.

While important, getting all these tests done can be logistically challenging, expensive and sometimes uncomfortable for patients. But what if a single blood test could screen for most common cancer types all at once?

This is the promise of multicancer early detection tests, or MCEDs. This year, President Joe Biden identified developing MCED tests as a priority for the Cancer Moonshot, a US$1.8 billion federal effort to reduce the cancer death rate and improve the quality of life of cancer survivors and those living with cancer.

This article was republished with permission from The Conversation, a news site dedicated to sharing ideas from academic experts. It represents the research-based findings and thoughts of Colin Pritchard, Professor of Laboratory Medicine and Pathology, University of Washington.

As a laboratory medicine physician and researcher who develops molecular tests for cancer, I believe MCED tests are likely to transform cancer screening in the near future, particularly if they receive strong federal support to enable rapid innovation.

How MCED Tests Work

All cells in the body, including tumor cells, shed DNA into the bloodstream when they die. MCED tests look for the trace amounts of tumor DNA in the bloodstream. This circulating “cell-free” DNA contains information about what type of tissue it came from and whether it is normal or cancerous.

Testing to look for circulating tumor DNA in the blood is not new. These liquid biopsies – a fancy way of saying blood tests – are already widely used for patients with advanced-stage cancer. Doctors use these blood tests to look for mutations in the tumor DNA that help guide treatment. Because patients with late-stage cancer tend to have a large amount of tumor DNA circulating in the blood, it’s relatively easy to detect the presence of these genetic changes.

MCED tests are different from existing liquid biopsies because they are trying to detect early-stage cancer, when there aren’t that many tumor cells yet. Detecting these cancer cells can be challenging early on because noncancer cells also shed DNA into the bloodstream. Since most of the circulating DNA in the bloodstream comes from noncancer cells, detecting the presence of a few molecules of cancer DNA is like finding a needle in a haystack.

Making things even more difficult, blood cells shed abnormal DNA naturally with aging, and these strands can be confused for circulating cancer DNA. This phenomenon, known as clonal hematopoiesis, confounded early attempts at developing MCED tests, with too many false positive results.

Fortunately, newer tests are able to avoid blood cell interference by focusing on a type of “molecular barcode” embedded in the cancer DNA that identifies the tissue it came from. These barcodes are a result of DNA methylation, naturally existing modifications to the surface of DNA that vary for each type of tissue in the body. For example, lung tissue has a different DNA methylation pattern than breast tissue. Furthermore, cancer cells have abnormal DNA methylation patterns that correlate with cancer type. By cataloging different DNA methylation patterns, MCED tests can focus on the sections of DNA that distinguish between cancerous and normal tissue and pinpoint the cancer’s origin site.

DNA contains molecular patterns that indicate where in the body it came from. (CNX OpenStax/Wikimedia Commons)

Testing Options

There are currently several MCED tests in development and in clinical trials. No MCED test is currently FDA-approved or recommended by medical societies.

In 2021, the biotech company GRAIL, LLC launched the first commercially available MCED test in the U.S. Its Galleri test claims to detect over 50 different types of cancers. At least two other U.S.-based companies, Exact Sciences and Freenome, and one Chinese company, Singlera Genomics, have tests in development. Some of these tests use different cancer detection methods in addition to circulating tumor DNA, such as looking for cancer-associated proteins in blood.

MCED tests are not yet typically covered by insurance. GRAIL’s Galleri test is currently priced at $949, and the company offers a payment plan for people who have to pay out of pocket. Legislators have introduced a bill in Congress to provide Medicare coverage for MCED tests that obtain FDA approval. It is unusual for Congress to consider legislation devoted to a single lab test, and this highlights both the scale of the medical market for MCED and concerns about disparities in access without coverage for these expensive tests.

How Should MCED Tests be Used?

Figuring out how MCED tests should be implemented in the clinic will take many years. Researchers and clinicians are just beginning to address questions on who should be tested, at what age, and how past medical and family history should be taken into account. Setting guidelines for how doctors will further evaluate positive MCED results is just as important.

There is also concern that MCED tests may result in overdiagnoses of low-risk, asymptomatic cancers better left undetected. This happened with prostate cancer screening. Previously, guidelines recommended that all men ages 55 to 69 regularly get blood tests to determine their levels of PSA, a protein produced by cancerous and noncancerous prostate tissue. But now the recommendation is more nuanced, with screening suggested on an individual basis that takes into account personal preferences.

Another concern is that further testing to confirm positive MCED results will be costly and a burden to the medical system, particularly if a full-body scan is required. The out-of-pocket cost for an MRI, for example, can run up to thousands of dollars. And patients who get a positive MCED result but are unable to confirm the presence of cancer after extensive imaging and other follow-up tests may develop lifelong anxiety about a potentially missed diagnosis and continue to take expensive tests in fruitless search for a tumor.

Despite these concerns, early clinical studies show promise. A 2020 study of over 10,000 previously undiagnosed women found 26 of 134 women with a positive MCED test were confirmed to have cancer. A 2021 study sponsored by GRAIL found that half of the over 2,800 patients with a known cancer diagnosis had a positive MCED test and only 0.5% of people confirmed to not have cancer had a false positive test. The test performed best for patients with more advanced cancers but did detect about 17% of the patients who had very-early-stage disease.

MCED tests may soon revolutionize the way clinicians approach cancer screening. The question is whether the healthcare system is ready for them.

Stem Cell Research is Helping to Understand Reproductive Risks in Space

Image Credit: Karl Schultz

Pregnancy in Space: Studying Stem Cells in Zero Gravity May Determine Whether it’s Safe

Space is a hostile, extreme environment. It’s only a matter of time before ordinary people are exposed to this environment, either by engaging in space tourism or by joining self-sustaining colonies far away from Earth.

To this end, there needs to be a much better understanding of how the environmental dangers of space will affect the biology of our cells, tissues, organs, and cognition. Crucially for future space colonies, we need to know whether we can easily reproduce in environments other than those found on Earth.

The effects of radiation on our cells, producing DNA damage, are well documented. What’s less clear is how lower levels of gravity, what scientists call microgravity, will affect the mechanisms and rhythms taking place within our cells.

Scientists are only just beginning to investigate how activity in our cells might be affected by exposure to microgravity. Crucially, experiments on embryonic stem cells, and models of how embryos develop in their first few weeks in space, will help us determine whether it’s possible for humans to produce offspring in the extraplanetary colonies of the future.

Cosmic Conception

The ability to reproduce in space has been assessed in a few animals, including insects, amphibians, fish, reptiles, birds, and rodents. They have found that it’s certainly possible for organisms such as fish, frogs and geckos to produce fertilised eggs during spaceflight that can live and reproduce on Earth.

But the picture is more complicated in mammals. A study of mice, for instance, found that their oestrous cycle, part of the reproductive cycle, was disrupted by exposure to microgravity. Another study found that exposure to microgravity caused negative neurological alterations in rats. Hypothetically, these effects could also be transmitted to subsequent generations.

This likely happens because our cells did not evolve to work in microgravity. They evolved over millions of years on Earth, in it’s unique gravitational field. Earth’s gravity is part of what anchors and exerts physical force on our tissues, our cells, and our intracellular contents, helping to control specific movements within cells. The study of this is called mechanobiology.

The division of cells and the movement of genes and chromosomes within them, which is crucial to the development of a foetus, also works with and against the force of gravity as we know it on Earth. It follows that systems evolved to work perfectly in Earth’s gravity may be affected when the force of gravity changes.

Fetal Position

When an embryo first starts to divide, in a process called cleavage, the rate of division can be faster at one end of the embryo than the other. Gravity plays a role here, determining the position of the very first building blocks in a human life.

gravity also helps to establish the correct body plan of a fetus, ensuring the right cells develop in the right places in the right numbers and in the right spatial orientation.

Researchers have investigated whether embryonic stem cells, which are “pluripotent” and can develop into all cells of the body, are affected by microgravity. At present, there is some evidence that when rodent embryonic stem cells are subjected to microgravity, their ability to become the desired cell types may be impacted.

It is also possible to produce pluripotent human stem cells from normal mature cells of our bodies, which are called induced pluripotent stem cells. These have also been studied under microgravity, with experiments on Earth finding that induced stem cells proliferate faster in simulated microgravity. Two batches of these stem cells are currently on the International Space Station to see whether these results can be replicated in space.

If adult stem cells do proliferate faster in space, it could open the door for commercial stem cell manufacturers to produce these cells in orbit, seeing as it’s difficult to culture enough stem cells on Earth to treat degenerative diseases with stem cell therapies.

Gravitational Field

Besides normal cellular processes, it’s also unclear how fertilization, hormone production, lactation, and even birth itself will be affected by exposure to microgravity.

It seems that short-term exposure to microgravity, of perhaps half an hour, will probably not have too much of an effect on our cells. But longer exposures of days or weeks are likely to have an effect. This is not taking into account the effect of radiation on our cells and DNA, but we already know how to protect against radiation.

Scientists are looking at two ways to protect against the adverse effects of microgravity on our biology: intervention at the cellular level, using drugs or nanotechnology, and intervention on the environmental level, by simulating Earth’s gravity in spacecraft or off-world colonies. Both fields of study are in their early stages.

Still, studying stem cells in space provides a valuable window into how pregnancy could work, or not work when we’re outside Earth’s gravitational field. For now, those fortunate enough to go to space might do well to avoid attempting to conceive before, during or directly after a space flight.